From 6fe80d392be6c49b26cc8fc5690723dec51960e7 Mon Sep 17 00:00:00 2001 From: leahwicz <60146280+leahwicz@users.noreply.github.com> Date: Mon, 11 Sep 2023 21:40:51 -0400 Subject: [PATCH] Sync (#69) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * break out a large test suite as a separate execution to avoid memory issues on windows CI runs (#7669) * Remove `DelayedFileHandler` (#7661) * remove DelayedFileHandler * Changelog * set_path to no-op * more no-ops for rpc * Clearer comments * Model Deprecation (#7562) * CT-2461: Work toward model deprecation * CT-2461: Remove unneeded conversions * CT-2461: Fix up unit tests for new fields, correct a couple oversights * CT-2461: Remaining implementation and tests for model/ref deprecation warnings * CT-2461: Changelog entry for deprecation warnings * CT-2461: Refine datetime handling and tests * CT-2461: Fix up unit test data * CT-2461: Fix some more unit test data. * CT-2461: Fix merge issues * CT-2461: Code review items. * CT-2461: Improve version -> str conversion * fix #7502: write run_results.json for run operation (#7655) * Honor `--skip-profile-setup` parameter when inside an existing project (#7609) * Honor `--skip-profile-setup` parameter when inside an existing project * Use project name as the profile name * Use separate file connections for reading and writing * Raise a custom exception when no adapters are installed * Test skipping interactive profile setup when inside a dbt project * Replace `assert_not_called()` since it does not work * Verbose CLI argument for skipping profile setup * Use separate file connections for reading and writing * Check empty list in a Pythonic manner * Include null checks in utils test base (#7672) * Include null checks in utils test base * Add tests for the schema test * Add tests for this macro --------- Co-authored-by: Mila Page * Bump ubuntu from 23.04 to 23.10 (#7675) * Bump ubuntu from 23.04 to 23.10 Bumps ubuntu from 23.04 to 23.10. --- updated-dependencies: - dependency-name: ubuntu dependency-type: direct:production ... Signed-off-by: dependabot[bot] * Add automated changelog yaml from template for bot PR --------- Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Github Build Bot * Adding performance modeling for 1.3.4 to refs/heads/main (#7525) * adding performance baseline for 1.3.4 * Add newline --------- Co-authored-by: Github Build Bot Co-authored-by: leahwicz <60146280+leahwicz@users.noreply.github.com> * Adding performance modeling for 1.4.1 to refs/heads/main (#7527) * adding performance baseline for 1.4.1 * Add newline --------- Co-authored-by: Github Build Bot Co-authored-by: leahwicz <60146280+leahwicz@users.noreply.github.com> * Adding performance modeling for 1.3.0 to refs/heads/main (#7530) * adding performance baseline for 1.3.0 * Add newline --------- Co-authored-by: Github Build Bot Co-authored-by: leahwicz <60146280+leahwicz@users.noreply.github.com> * Adding performance modeling for 1.4.6 to refs/heads/main (#7532) * adding performance baseline for 1.4.6 * Add newline --------- Co-authored-by: Github Build Bot Co-authored-by: leahwicz <60146280+leahwicz@users.noreply.github.com> * CT 2516 ensure that paths in Jinja context flags object are strings (#7678) * Relaxed the pyyaml dependency to >=5.3. (#7681) * Updating CODEOWNERS to consolidate (#7693) Consolidating to remove Language and Execution and instead default to the `core-team` * CT 2590 write pub artifact to log (#7686) * Bumping version to 1.6.0b2 and generate changelog * Adding link to 1.5 release notes (#7707) * Add `%` to adapter suite test cases for `persist_docs` (#7699) * Test table/view/column-level comments with `%` symbol * Test docs block with `%` symbol * Changelog entry * Update to reusable workflow for branch testing (#7676) * fix overlooked node12 case with abandonded marketplace action * update slack notification * remove spaces per formatting * replace with cli dispatch * move conditional * add explicit token, temp comment out slack * add checkout * checkout teh right branch * switch to PAT * add back repo checkout * manually check workflow status * fix notification * swap to reusable workflow * fix path * swap permissions * remove trigger * fix secrets * point to main * fix #7300: Enable state for deferral to be separate from state for selectors (#7690) * Target path should be relative to project dir, rather than current working directory (#7706) * Adding performance modeling for 1.2.0 to refs/heads/main (#7560) * adding performance baseline for 1.2.0 * Adding newline --------- Co-authored-by: Github Build Bot Co-authored-by: leahwicz <60146280+leahwicz@users.noreply.github.com> * Readd exp_path for config deprecation warnings (#7536) * Dropped support for Python 3.7 (#7623) * Template rendering optimization (#7451) * CT-2478: Template rendering optimization * CT-2478: Fix type annotation, and accomodate non-string unit test cases. * fix StopIteration error when publication not found (#7710) * add ability to select models by access (#7739) * add ability to select models by access * changie * Update core/dbt/graph/selector_methods.py * pass optional sql_header to empty subquery sql rendering (#7734) * Fix doc link in selector.py (#7755) * Fix doc link in selector.py * Ran changie to modify changelog entry * Fix constraint rendering for expressions and foreign key constraint types (#7512) * add project_name to manifest metadata (#7754) * Version 0 for model works for latest_version (#7712) * force dependency between test models (#7767) * remove entire changes folder (#7766) Co-authored-by: Kshitij Aranke * log PublicationArtifactAvailable even when partially parsing & public models unchanged (#7783) * Fixes #7299: dbt retry (#7763) * Fix not equals comparison to be null-safe for adapters/utils tests (#7776) * Fix names within functional test * Changelog entry * Test for implementation of null-safe equals comparison * Remove duplicated where filter * Fix null-safe equals comparison * Fix tests for `concat` and `hash` by using empty strings () instead of `null` * Remove macro namespace interpolation * Improve warnings for constraints and materialization types (#7696) * first pass * debugging * regen proto types * refactor to use warn_supported flag * PR feedback * Package-namespaced generate_x_name macro resolution (#7509) * generalize BaseModelConstraintsRuntimeEnforcement (#7805) * Fixes #7551: Create `add_from_artifact` to populate `state_relation` field of nodes (#7796) * Validate public models are not materialized as ephemeral (#7794) * fix error message for empty/None: --warn-error-options handling (#7735) * Adap 496/add test connection mode to debug (#7741) * --connection-flag * Standardize the plugin functions used by DebugTask * Cleanup redundant code and help logic along. * Add more output tests to add logic coverage and formatting. * Code review --------- Co-authored-by: Mila Page * fix: removing dependency from dependencies.yml (#7743) * ADAP-2: Materialized Views (#7239) * changie * ADAP-387: Stub materialized view as a materialization (#7211) * init attempt at mv and basic forms of helper macros by mixing view and experimental mv sources * init attempt at mv and basic forms of helper macros by mixing view and experimental mv sources * remove unneeded return statement, rename directory * remove unneeded () * responding to some pr feedback * adjusting order of events for mv base work * move up prexisting drop of backup * change relatiion type to view to be consistent * add base test case * fix jinja exeception message expression, basic test passing * response to feedback, removeal of refresh infavor of combined create_as, etc. * swapping to api layer and stratgeies for default implementation (basing off postgres, redshift) * remove stratgey to limit need for now * remove unneeded story level changelog entry * add strategies to condtional in place of old macros * macro name fix * rename refresh macro in api level * align names between postgres and default to same convention * align names between postgres and default to same convention * change a create call to full refresh * pull adapter rename into strategy, add backup_relation as optional arg * minor typo fix, add intermediate relation to refresh strategy and initial attempt at further conditional logic * updating to feature main --------- Co-authored-by: Matthew McKnight * ADAP-387: reverting db_api implementation (#7322) * changie * init attempt at mv and basic forms of helper macros by mixing view and experimental mv sources * remove unneeded return statement, rename directory * remove unneeded () * responding to some pr feedback * adjusting order of events for mv base work * move up prexisting drop of backup * change relatiion type to view to be consistent * add base test case * fix jinja exeception message expression, basic test passing * response to feedback, removeal of refresh infavor of combined create_as, etc. * swapping to api layer and stratgeies for default implementation (basing off postgres, redshift) * remove stratgey to limit need for now * remove unneeded story level changelog entry * add strategies to condtional in place of old macros * macro name fix * rename refresh macro in api level * align names between postgres and default to same convention * change a create call to full refresh * pull adapter rename into strategy, add backup_relation as optional arg * minor typo fix, add intermediate relation to refresh strategy and initial attempt at further conditional logic * updating to feature main * removing db_api and strategies directories in favor of matching current materialization setups * macro name change * revert to current approach for materializations * added tests * added `is_materialized_view` to `BaseRelation` * updated materialized view stored value to snake case * typo * moved materialized view tests into adapter test framework * add enum to relation for comparison in jinja --------- Co-authored-by: Mike Alfare * ADAP-391: Add configuration change option (#7272) * changie * init attempt at mv and basic forms of helper macros by mixing view and experimental mv sources * move up pre-existing drop of backup * change relation type to view to be consistent * add base test case * fix jinja exception message expression, basic test passing * align names between postgres and default to same convention * init set of Enum for config * work on initial Enum class for on_configuration_change base it off ConstraintTypes which is also a str based Enum in core * add on_configuration_change to unit test expected values * make suggested name change to Enum class * add on_configuration_change to some integration tests * add on_configuration_change to expected_manifest to pass functional tests * added `is_materialized_view` to `BaseRelation` * updated materialized view stored value to snake case * moved materialized view tests into adapter test framework * add alter materialized view macro * change class name, and config setup * play with field setup for on_configuration_change * add method for default selection in enum class * renamed get_refresh_data_in_materialized_view_sql to align with experimental package * changed expected values to default string * added in `on_configuration_change` setting * change ignore to skip * updated default option for on_configuration_change on NodeConfig * removed explicit calls to enum values * add test setup for testing fail config option * updated `config_updates` to `configuration_changes` to align with `on_configuration_change` name * setup configuration change framework * skipped tests that are expected to fail without adapter implementation * cleaned up log checks --------- Co-authored-by: Mike Alfare * ADAP-388: Stub materialized view as a materialization - postgres (#7244) * move the body of the default macros into the postgres implementation, throw errors if the default is used, indicating that materialized views have not been implemented for that adapter --------- Co-authored-by: Matthew McKnight * ADAP-402: Add configuration change option - postgres (#7334) * changie * init attempt at mv and basic forms of helper macros by mixing view and experimental mv sources * remove unneeded return statement, rename directory * remove unneeded () * responding to some pr feedback * adjusting order of events for mv base work * move up prexisting drop of backup * change relatiion type to view to be consistent * add base test case * fix jinja exeception message expression, basic test passing * added materialized view stubs and test * response to feedback, removeal of refresh infavor of combined create_as, etc. * updated postgres to use the new macros structure * swapping to api layer and stratgeies for default implementation (basing off postgres, redshift) * remove stratgey to limit need for now * remove unneeded story level changelog entry * add strategies to condtional in place of old macros * macro name fix * rename refresh macro in api level * align names between postgres and default to same convention * change a create call to full refresh * pull adapter rename into strategy, add backup_relation as optional arg * minor typo fix, add intermediate relation to refresh strategy and initial attempt at further conditional logic * init copy of pr 387 to begin 391 implementation * init set of Enum for config * work on initial Enum class for on_configuration_change base it off ConstraintTypes which is also a str based Enum in core * remove postgres-specific materialization in favor of core default materialization * update db_api to use native types (e.g. str) and avoid direct calls to relation or config, which would alter the run order for all db_api dependencies * add clarifying comment as to why we have a single test that's expected to fail at the dbt-core layer * add on_configuration_change to unit test expected values * make suggested name change to Enum class * add on_configuration_change to some integretion tests * add on_configuration_change to expected_manifest to pass functuional tests * removing db_api and strategies directories in favor of matching current materialization setups * macro name change * revert to current approach for materializations * revert to current approach for materializations * added tests * move materialized view logic into the `/materializations` directory in line with `dbt-core` * moved default macros in `dbt-core` into `dbt-postgres` * added `is_materialized_view` to `BaseRelation` * updated materialized view stored value to snake case * moved materialized view tests into adapter test framework * updated materialized view tests to use adapter test framework * add alter materialized view macro * add alter materialized view macro * change class name, and config setup * change class name, and config setup * play with field setup for on_configuration_change * add method for default selection in enum class * renamed get_refresh_data_in_materialized_view_sql to align with experimental package * changed expected values to default string * added in `on_configuration_change` setting * change ignore to skip * added in `on_configuration_change` setting * updated default option for on_configuration_change on NodeConfig * updated default option for on_configuration_change on NodeConfig * fixed list being passed as string bug * removed explicit calls to enum values * removed unneeded test class * fixed on_configuration_change to be picked up appropriately * add test setup for testing fail config option * remove breakpoint, uncomment tests * update skip scenario to use empty strings * update skip scenario to avoid using sql at all, remove extra whitespace in some templates * push up initial addition of indexes for mv macro * push slight change up * reverting alt macro and moving the do create_index call to be more in line with other materializations * Merge branch 'feature/materialized-views/ADAP-2' into feature/materialized-views/ADAP-402 # Conflicts: # core/dbt/contracts/graph/model_config.py # core/dbt/include/global_project/macros/materializations/models/materialized_view/alter_materialized_view.sql # core/dbt/include/global_project/macros/materializations/models/materialized_view/create_materialized_view_as.sql # core/dbt/include/global_project/macros/materializations/models/materialized_view/get_materialized_view_configuration_changes.sql # core/dbt/include/global_project/macros/materializations/models/materialized_view/materialized_view.sql # core/dbt/include/global_project/macros/materializations/models/materialized_view/refresh_materialized_view.sql # core/dbt/include/global_project/macros/materializations/models/materialized_view/replace_materialized_view.sql # plugins/postgres/dbt/include/postgres/macros/materializations/materialized_view.sql # tests/adapter/dbt/tests/adapter/materialized_views/base.py # tests/functional/materializations/test_materialized_view.py * merge feature branch into story branch * merge feature branch into story branch * added indexes into the workflow * fix error in jinja that caused print error * working on test messaging and skipping tests that might not fit quite into current system * add drop and show macros for indexes * add drop and show macros for indexes * add logic to determine the indexes to create or drop * pulled index updates through the workflow properly * convert configuration changes to fixtures, implement index changes into tests * created Model dataclass for readability, added column to swap index columns for testing * fixed typo --------- Co-authored-by: Matthew McKnight * ADAP-395: Implement native materialized view DDL (#7336) * changie * changie * init attempt at mv and basic forms of helper macros by mixing view and experimental mv sources * init attempt at mv and basic forms of helper macros by mixing view and experimental mv sources * remove unneeded return statement, rename directory * remove unneeded () * responding to some pr feedback * adjusting order of events for mv base work * move up prexisting drop of backup * change relatiion type to view to be consistent * add base test case * fix jinja exeception message expression, basic test passing * added materialized view stubs and test * response to feedback, removeal of refresh infavor of combined create_as, etc. * updated postgres to use the new macros structure * swapping to api layer and stratgeies for default implementation (basing off postgres, redshift) * remove stratgey to limit need for now * remove unneeded story level changelog entry * add strategies to condtional in place of old macros * macro name fix * rename refresh macro in api level * align names between postgres and default to same convention * align names between postgres and default to same convention * change a create call to full refresh * pull adapter rename into strategy, add backup_relation as optional arg * minor typo fix, add intermediate relation to refresh strategy and initial attempt at further conditional logic * init copy of pr 387 to begin 391 implementation * updating to feature main * updating to feature main * init set of Enum for config * work on initial Enum class for on_configuration_change base it off ConstraintTypes which is also a str based Enum in core * remove postgres-specific materialization in favor of core default materialization * update db_api to use native types (e.g. str) and avoid direct calls to relation or config, which would alter the run order for all db_api dependencies * add clarifying comment as to why we have a single test that's expected to fail at the dbt-core layer * add on_configuration_change to unit test expected values * make suggested name change to Enum class * add on_configuration_change to some integretion tests * add on_configuration_change to expected_manifest to pass functuional tests * removing db_api and strategies directories in favor of matching current materialization setups * macro name change * revert to current approach for materializations * revert to current approach for materializations * added tests * move materialized view logic into the `/materializations` directory in line with `dbt-core` * moved default macros in `dbt-core` into `dbt-postgres` * added `is_materialized_view` to `BaseRelation` * updated materialized view stored value to snake case * typo * moved materialized view tests into adapter test framework * updated materialized view tests to use adapter test framework * add alter materialized view macro * add alter materialized view macro * added basic sql to default macros, added postgres-specific sql for alter scenario, stubbed a test case for index update * change class name, and config setup * change class name, and config setup * play with field setup for on_configuration_change * add method for default selection in enum class * renamed get_refresh_data_in_materialized_view_sql to align with experimental package * changed expected values to default string * added in `on_configuration_change` setting * change ignore to skip * added in `on_configuration_change` setting * updated default option for on_configuration_change on NodeConfig * updated default option for on_configuration_change on NodeConfig * fixed list being passed as string bug * fixed list being passed as string bug * removed explicit calls to enum values * removed explicit calls to enum values * removed unneeded test class * fixed on_configuration_change to be picked up appropriately * add test setup for testing fail config option * remove breakpoint, uncomment tests * update skip scenario to use empty strings * update skip scenario to avoid using sql at all, remove extra whitespace in some templates * push up initial addition of indexes for mv macro * push slight change up * reverting alt macro and moving the do create_index call to be more in line with other materializations * Merge branch 'feature/materialized-views/ADAP-2' into feature/materialized-views/ADAP-402 # Conflicts: # core/dbt/contracts/graph/model_config.py # core/dbt/include/global_project/macros/materializations/models/materialized_view/alter_materialized_view.sql # core/dbt/include/global_project/macros/materializations/models/materialized_view/create_materialized_view_as.sql # core/dbt/include/global_project/macros/materializations/models/materialized_view/get_materialized_view_configuration_changes.sql # core/dbt/include/global_project/macros/materializations/models/materialized_view/materialized_view.sql # core/dbt/include/global_project/macros/materializations/models/materialized_view/refresh_materialized_view.sql # core/dbt/include/global_project/macros/materializations/models/materialized_view/replace_materialized_view.sql # plugins/postgres/dbt/include/postgres/macros/materializations/materialized_view.sql # tests/adapter/dbt/tests/adapter/materialized_views/base.py # tests/functional/materializations/test_materialized_view.py * merge feature branch into story branch * merge feature branch into story branch * added indexes into the workflow * fix error in jinja that caused print error * working on test messaging and skipping tests that might not fit quite into current system * Merge branch 'feature/materialized-views/ADAP-2' into feature/materialized-views/ADAP-395 # Conflicts: # core/dbt/include/global_project/macros/materializations/models/materialized_view/get_materialized_view_configuration_changes.sql # plugins/postgres/dbt/include/postgres/macros/adapters.sql # plugins/postgres/dbt/include/postgres/macros/materializations/materialized_view.sql # tests/adapter/dbt/tests/adapter/materialized_views/test_on_configuration_change.py # tests/functional/materializations/test_materialized_view.py * moved postgres implemention into plugin directory * update index methods to align with the configuration update macro * added native ddl to postgres macros * removed extra docstring * updated references to View, now references MaterializedView * decomposed materialization into macros * refactor index create statement parser, add exceptions for unexpected formats * swapped conditional to check for positive state * removed skipped test now that materialized view is being used * return the results and logs of the run so that additional checks can be applied at the adapter level, add check for refresh to a test * add check for indexes in particular for apply on configuration scenario * removed extra argument * add materialized views to get_relations / list_relations * typos in index change logic * moved full refresh check inside the build sql step --------- Co-authored-by: Matthew McKnight * removing returns from tests to stop logs from printing * moved test cases into postgres tests, left non-test functionality in base as new methods or fixtures * fixed overwrite issue, simplified assertion method * updated import order to standard * fixed test import paths * updated naming convention for proper test collection with the test runner * still trying to make the test runner happy * rewrite index updates to use a better source in Postgres * break out a large test suite as a separate run * update `skip` and `fail` scenarios with more descriptive results * typo * removed call to skip status * reverting `exceptions_jinja.py` * added FailFastError back, the right way * removed PostgresIndex in favor of the already existing PostgresIndexConfig, pulled it into its own file to avoid circular imports * removed assumed models in method calls, removed odd insert records and replaced with get row count * fixed index issue, removed some indirection in testing * made test more readable * remove the "apply" from the tests and put it on the base as the default * generalized assertion for reuse with dbt-snowflake, fixed bug in record count utility * fixed type to be more generic to accommodate adapters with their own relation types * fixed all the broken index stuff * updated on_configuration_change to use existing patterns * updated on_configuration_change to use existing patterns * reflected update in tests and materialization logic * reflected update in tests and materialization logic * reverted the change to create a config object from the option object, using just the option object now * reverted the change to create a config object from the option object, using just the option object now * modelled database objects to support monitoring all configuration changes * updated "skip" to "continue", throw an error on non-implemented macro defaults * updated "skip" to "continue", throw an error on non-implemented macro defaults * updated "skip" to "continue", throw an error on non-implemented macro defaults * updated "skip" to "continue", throw an error on non-implemented macro defaults * reverted centralized framework, retained a few reusable base classes * updated names to be more consistent * readability updates * added readme specifying that `relation_configs` only supports materialized views for now --------- Co-authored-by: Matthew McKnight Co-authored-by: Matthew McKnight <91097623+McKnight-42@users.noreply.github.com> * Add SemanticModel Node Type (#7769) * Add dbt-semantic-interfaces as a dependency With the integration with MetricFlow we're taking a dependency on `dbt-semantic-interfaces` which acts as the source of truth for protocols which MetricFlow and dbt-core need to agree on. Additionally we're hard pinning to 0.1.0.dev3 for now. We plan on having a less restrictive specification when dbt-core 1.6 hits GA. * Add implementations of DSI Metadata protocol to nodes.py * CT-2521: Initial work on adding new SemanticModel node * CT-2521: Second rough draft of SemanticModels * CT-2521: Update schema v10 * CT-2521: Update unit tests for new SemanticModel collection in manifest * CT-2521: Add changelog entry * CT-2521: Final touches on initial implementation of SemanticModel parsing * Change name of Metadata class to reduce potential for confusion * Remove "Replaceable" inheritance, per review * CT-2521: Rename internal variables from semantic_models to semantic_nodes * CT-2521: Update manifest schema to reflect change --------- Co-authored-by: Quigley Malcolm * Update spec MetricNode for dbt x MetricFlow integration and begin outputting semantic manifest artifact (#7812) * Refactor MetricNode definition to satisfy DSI Metric protocol * Fix tests involving metrics to have updated properties * Update UnparsedMetricNode to match new metric yaml spec * Update MetricParser for new unparsed and parsed MetricNodes * Remove `rename_metric_attr` We're intentionally breaking the spec. There will be a separate tool provided for migrating from dbt-metrics to dbt x metricflow. This bit of code was renaming things like `type` to `calculation_method`. This is problematic because `type` is on the new spec, while `calculation_method` is not. Additionally, since we're intentionally breaking the spec, this function, `rename_metric_attr`, shouldn't be used for any property renaming. * Fix tests for Metrics (1.6) changes * Regenerated v10 manifest schema and associated functional test artifact state * Remove no longer needed tests * Skip / comment out tests for metrics functionality that we'll be implementing later * Begin outputting semantic manifest artifact on every run * Drop metrics during upgrade_manifest_json if manifest is v9 or before * Update properties of `minimal_parsed_metric_dict` to match new metric spec * Add changie entry for metric node breaking changes * Add semantic model nodes to semantic manifest * Bumping version to 1.6.0b3 and generate changelog * Rm spaces from NodeType strings (#7842) * Rm space from NodeType strings * Add changelog entry * Add new index.html and changelog yaml files from dbt-docs (#7836) * Move remaining unit tests to `/tests` directory (#7843) * moved remaining unit tests to directory * fix path * Delete profiles.yml * rename remaining test refs * Use project directory in path selector instead of cwd (#7829) * Use contextvar to store and get project_root for path selector method * Changie * Modify test to check Path selector with project-dir * Don't set cv_project_root in base task if no config * update adapters url (#7779) * update adapters url in response to [docs.getedbt.com pr 3465](https://github.com/dbt-labs/docs.getdbt.com/issues/3465), updating this error message to point to the correct URL, which was recently changed. old URL: https://docs.getdbt.com/docs/supported-data-platforms#adapter-installation new URL: https://docs.getdbt.com/docs/connect-adapters#install-using-the-cli thank you @dbeatty10 for your 🦅 👀 ! * adding changie entry * Update .changes/unreleased/Breaking Changes-20230612-161159.yaml --------- Co-authored-by: Emily Rockman * Allow ProjectDependency to have extra fields (#7834) * Allow ProjectDependency to have extra fields * changelog * Respect column `quote` config in model contracts (#7537) * Update SemanticModel node to match DSI 0.1.0dev3 protocols (#7848) * Add tests to ensure our semantic layer nodes satisfy the DSI protocols These tests create runtime checkable versions of the protocols defined in DSI. Thus we can instantiate instances of our semantic layer nodes and use `isinstance` to check that they satisfy the protocol. These `runtime_checkable` versions of the protocols should only exist in testing and should never be used in the actual package code. * Update the `Dimension` object of `SemanticModel` node to match DSI protocol * Make `UnparsedDimension` more strict and update schema readers accordingly * Update the `Entity` object of `SemanticModel` node to match DSI protocol * Make `UnparsedEntity` more strict and update schema readers accordingly * Update the `Measure` object of `SemanticModel` node to match DSI protocol * Make `UnparsedMeasure` more strict and update schema readers accordingly * Update the `SemanticModel` node to match DSI protocol A lot of the additions are helper functions which we don't actually use in core. This is a known issue. We're in the process of removing a fair number of them from the DSI protocol spec. However, in the meantime we need to implement them to satisfy the protocol unfortunately. * Make `UnparsedSemanticModel` more strict and update schema readers accordingly * Changie entry for updating SemanticModel node * Bumping version to 1.6.0b4 and generate changelog * Fix: `dbt show --inline` with `private` models (#7838) * Add functional test * Check resource_type before DbtReferenceError * Changelog entry * Bump mypy from 0.981 to 1.0.1 (#7027) * Bump mypy from 0.981 to 1.0.1 Bumps [mypy](https://github.com/python/mypy) from 0.981 to 1.0.1. - [Release notes](https://github.com/python/mypy/releases) - [Commits](https://github.com/python/mypy/compare/v0.981...v1.0.1) --- updated-dependencies: - dependency-name: mypy dependency-type: direct:development update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] * Add automated changelog yaml from template for bot PR * upgrade mypy and fix all errors * fixing some duplicate imports from conflict resolution * fix mypy errors from merging in main --------- Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Github Build Bot Co-authored-by: Emily Rockman * Add AdapterRegistered event log message (#7862) * Add AdapterRegistered event log message * Add AdapterRegistered to unit test * make versioning and logging consistent * make versioning and logging consistent * add to_version_string * remove extra equals * format fire_event * Allow setting packages in dependencies.yml and move dependencies to runtime config (#7857) * [CT-2696] Skip jinia parsing of metric filters (#7885) * Update metric filters in testing fixtures I incorrectly wrote the tests such that they didn't include curly braces, `{{..}}`, around things like `dimension(..)` for filters. This updates the tests fixtures to have proper filter specifications * Skip jinja rendering of `filter` key of metrics Note that `filter` can show up in multiple places: as a root key on a metric (`metric.filter`), on a metric input (`metric.type_params.metrics[x].filter`), denominator (`metric.type_params.denominator.filter`), numerator (`metric.type_params.numerator.filter`), and a metric input measure (`metric.type_params.measure.filter` and `metric.type_params.measures[x].filter`). In this commit we skip all of them :) * Add changie doc for skipping jinja parsing for metric filters * Update yaml renderer test for metrics * Ct-2690 Support dbt-semantic-interfaces 0.1.0dev5 (#7888) * Upgrade to dbt-semantic-interfaces v0.1.0dev5 This is a fairly simple upgrade. Literally it's just pointing at the the new versions. The v3 schemas are directly compatible with v5 because there were no protocol level changes from v3 to v5. All the changers were updates to tools MetricFlow uses from DSI, not tools that we ourselves are using in core (yet). * Add changie doc for DSI version bump * Upgrade core to support dbt-semantic-interfaces `0.1.0dev7` (#7903) * Bump DSI dependency version to 0.1.0dev7 * Cleaner DSI type enum importing Previoulsy we had to use individual import paths for each type enum that dbt-semantic-interfaces provided. However, dbt-semantic-interfaces has been updated to allow for importing all the type enums from a singular path. * Cleaner DSI protocol importing Previoulsy we had to use individual import paths for each protocol that dbt-semantic-interfaces provided. However, dbt-semantic-interfaces has been updated to allow for importing all the protocols from a singular path. * Add semantic protocol satisifcation test for metric type params * Replace `metric.type_params.measures` with `metric.type_params.input_measures` In DSI 0.1.0dev7 `measures` on metric type params became `input_measures`. Additionally `input_measures` should not be user specified but something we compile at parse time, thus we've removed it from `UnparsedMetricTypeParams`. Finally, actually populating `input_measures` is somewhat complicated due to the existance of derived metrics, thus that work is being pushed off to CT-2707. * Update metric numerator/denominator to be `MetricInput`s In DSI 0.1.0dev7 `metric.type_params.numerator` and `metric.type_params.denominator` switched from being `MetricInputMeasure`s to `MetricInput`s. This commit reflects that change. Additionally, some helper functions on metric type params were removed related to the numerator and denominator. Thus we've removed them respectively in this commit. * Add protocol satisfaction tests for `MetricInput` and `MetricInputMeasure` * Add `post_aggregation_reference` to `MetricInput` and fix typo in `MetricInputMeasure` DSI 0.1.0dev7 added `post_aggregation_reference` to the `MetricInput` protocol, thus we've added it to our implementation in core. Additionally, we had a typo in a method name in our implementation of `MetricInputMeasure`, ironically a similar function to the one we've added for `MetricInput` * Changie doc for upgraded to DSI 0.1.0dev7 * Fix parsing of metric numerator and denominator in schema_yaml_readers Previously numerator and denominator of a metric were `MetricInputMeasure`s, now they're `MetricInput`s. Changing the typing isn't enough though. We have parsing functions in `schema_yaml_readers` which were specifically parsing the numerator and denominator as if they were `MetricInputMeasure`s. Thus we had to updating the schema_yaml_readers to parse them as `MetricInput`s. During this we had some logic in a parsing function `_get_metric_inputs` which could be abstracted to newly added functions. * Fixes #7753: Fix regression in `run-operation` to not require the name of the package to run (#7811) * Reorganize, annotate, and revise dependency pins (#7368) * Reorganize + annotate dependencies * Loosen pins on other dbt-labs packages * Minor pins, no patch pins * Rm support for py37 * Fix protobuf pin * Bump networkx upper bound #6551 * Do not jinja render packages from dependencies yml (#7910) * Add some comments to methods constructing Project/RuntimeConfig * Save flag that packages dict came from dependencies.yml * Test for not rendering packages_dict * Changie * Ensure packages_yml_dict and dependencies_yml_dict are dictionaries * Ensure "packages" passed to render_packages is a dict * Remove --config-dir instead of fixing #7774 (#7793) * Stringfy the dir always to solve the bug. * Add changelog --------- Co-authored-by: Mila Page * Refactor/unify public and model nodes (#7891) * Further Integrate Semantic Models (#7917) * CT-2651: Add Semantic Models to the manifest and various pieces of graph linking code * CT-2651: Finish integrating semantic models into the partial parsing system * CT-2651: More semantic model details for partial parsing * CT-2651: Remove merged references to project_dependencies * CT-2651: Revise changelog entry * CT-2651: Disable unit test until partial parsing of semantic models is complete. * CT-2651: Temporarily disable an apparently-flaky test. * Resolve SemanticModel refs in the same way as other refs (#7895) * UninstalledPackagesFoundError references correct packages specified path (#7886) * Fix: safe remove of external nodes from nodes.depends_on (#7923) * Bumping version to 1.6.0b5 and generate changelog * CT-2719: Rename the semantic_nodes collection on the manifest to semantic_models (#7927) * Improved Semantic expr specification handling (#7876) * Update semantic model parsing test to check different measure expr types * Allow semantic model measure exprs to be defined with ints and bools in yaml Sometimes the expr for a measure can defined in yaml with a bool or an int. However, we were only allowing for strings. There was a work around for this, which was wrapping your bool or int in double quotes in the yaml, but this can be fairly annoying for the end user. * Changie doc for fixing measure expr yaml specification * Improved Semantic Model Measure Percentile defaults (#7877) * Update semantic model parsing test to check measure agg params * Make `use_discrete_percentile` and `use_approximate_percentile` non optional and default false This was a mistake in our implementation of the MeasureAggregationParams. We had defined them as optional and defaulting to `None`. However, as the protocol states, they cannot be `None`, they must be a boolean value. Thus now we now ensure them. * Add changie doc for measure percentile fixes * CT-2732: Fix selector methods to include semantic models (#7936) * Bumping version to 1.6.0b6 and generate changelog * update mashumaro to 3.8.1 (#7951) * Update mashumaro to 3.8 * Change to 3.8.1 * Changie * Fix comment for `dbt retry` (#7932) * Factor Out Repeated Logic in the PartialParsing Class (#7952) * CT-2711: Add remove_tests() call to delete_schema_source() so that call sites are more uniform with other node deletion call sites. This will enable further code factorization. * CT-2711: Factor repeated code section (mostly) out of PartialParsing.handle_schema_file_changes() * CT-2711: Factor a repeated code section out of schedule_nodes_for_parsing() * Fix macro namespace search packages (#5804) * allow setting enabled and depends_on_nodes from ModelNodeArgs (#7930) * Set access model node args (#7966) * Add Partial Parsing Support for Semantic Models (#7964) * CT-2711: Add partial parsing support for semantic models * CT-2711: Fix typo identified in code review * Add merge incremental strategy for postgres (#6951) * Add merge incremental strategy * Expect merge to be a valid strategy for Postgres --------- Co-authored-by: Anders Swanson Co-authored-by: Doug Beatty * Handle state:modified for external nodes (#7925) * Add thread_id context var (#7942) * Add thread_id context var * Changie * Fix context test * Update .changes/unreleased/Features-20230623-173357.yaml Co-authored-by: Doug Beatty <44704949+dbeatty10@users.noreply.github.com> * Fix tests --------- Co-authored-by: Doug Beatty <44704949+dbeatty10@users.noreply.github.com> * Add invocation command flag (#7939) * Add invocation command flag * Add changie entry * Update .changes/unreleased/Features-20230623-111254.yaml * consolidate cross-project ref entrypoint + plugin framework (#7955) * Add restrict-access to dbt_project.yml (#7962) * Bumping version to 1.6.0b7 and generate changelog * Fix CTE insertion position when the model uses WITH RECURSIVE (#7350) (#7414) * Replace space with underscore in NodeType strings (#7947) * Use events.contextvar because of multiprocessing unable to pickle ContextVar (#7949) * Add task contextvars to events/contextvars.py * Use events.contextvars instead of task.contextvars * Changie * CT-2757: Fix unit test which broke due to merge issues (#7978) * `dbt clone` (#7881) Co-authored-by: Matthew McKnight * CT-2707: Populate metric input measures (#7984) * Fix tests fixtures which were using measures for metric numerator/denominators In our previous upgrade to DSI dev7, numerators and denominators for metrics switched from being `MetricInputMeasure`s to `MetricInput`s. I.e. metric numerators and denominators should references other metrics, not semantic model measures. However, at that time, we weren't actually doing anything with numerators and denominators in core, so no issue got raised. The changes we are about to make though are going to surface these issues.. * Add tests for ensuring a metric's `input_measures` gets properly populated * Begin populating `metric.type_params.input_measures` This isn't my favorite bit of code. Mostly because there are checks for existence which really should be handled before this point, however a good point for that to happen doesn't exist currently. For instance, in an ideal world by the time we get to `_process_metric_node`, if a metric is of type `RATIO` and the nominator and denominator should be guaranteed. * Update test checking that disabled metrics aren't added to the manifest metrics We updated from the metric `number_of_people` to `average_tenure_minus_people` for this test because disabling `number_of_people` raised other exceptions at parse time due to a metric referencing a disabled metric. The metric `average_tenure_minus_people` is a leaf metric, and so for this test, it is a better candidate. * Update `test_disabled_metric_ref_model` to have more disabled metrics There are metrics which depend on the metric `number_of_people`. If `number_of_people` is disabled without the metrics that depend on it being disabled, then a different (expected) exception would be raised than the one this test is testing for. Thus we've disabled those downstream metrics. * Add test which checks that metrics depending on disabled metrics raise an exception * Add changie doc for populating metric input measures * Unified to UTC (#7665) * UnifiedToUTC * Check proximity of dbt_valid_to and deleted time * update the message to print if the assertion fails * add CHANGELOG entries * test only if naive * Added comments about naive and aware * Generalize comparison of datetimes that are "close enough" --------- Co-authored-by: Doug Beatty * type + fix typo in ModelNodeArgs.unique_id (#7992) * Remove pin of sqlparse, minor refactoring, add tests (#7993) * [CT-2551] Make state selection MECE (#7773) * ct-2551: adds old and unmodified state selection methods * ct-2551: update check_unmodified_content to simplify * add unit and integration tests for unmodified and old * add changelog entry * ct-2551: reformatting of contingent adapter assignment list * Added note before running integration tests (#7657) Co-authored-by: Kshitij Aranke * Add time spine table configuration to semantic manifest (#7996) * Bump dbt-semantic-interface to dev8 * Create time_spline_table_configuration in semantic manifest * Add metricflow_time_spin to semantic_models tests * Remove skip from test * Changie * Update exception message Co-authored-by: Quigley Malcolm --------- Co-authored-by: Quigley Malcolm * allow on_schema_change: fail for incremental models with contracts (#8006) * versioned node selection with underscore delimiting (#7995) * Bumping version to 1.6.0b8 and generate changelog * fire proper event for inline query error (#7960) * CT-2752: Extract methods to new SemanticManifest class for better encapsulation of details. (#8012) * CT-2780 [Docs] Fix-toc-links-in-contributing-md (#8017) * docs(contributing): fix-toc-link-in-contributing-md * docs(contributing-md): fix-link2 * Fix-typo * Remove backtick from href * changie new * Cough commit / trigger CI * Nicer error message for contracted model missing 'columns' (#8024) * ModelNodeArgs.unique_id - include v (#8038) * pin click (#8050) * pin click * changelog * add workflow for flaky test testing (#8044) * add workflow for flaky test testing * improve docs * rename workflow * update default input * add min passing tests * partial parse file path (#8032) * Update the PR template (#7892) * add interface changes section to the PR template * update entire template * split up choices for tests and interfaces * minor formatting change * add line breaks * actually put in line breaks * revert split choices in checklist * add line breaks to top * move docs link * typo * Semantic Model Validation (#8049) * Use dbt-semantic-interface validations on semantic models and metrics defined in Core. * Remove empty test, since semantic models don't generate any validation warnings. * Add changelog entry. * Temporarily remove requirement that there must be semantic models definied in order to define metrics * Fix accidental propagation of log messages to root logger (#7882) * Fix accidental propagation of log messages to root logger. * Add changelog entry * Fixed an issue which blocked debug logging to stdout with --log-level debug, unless --debug was also used. * add negative part number test case for split part cross db util (#7200) * add negative test case * changie * missed a comma * Update changelog entry * Add a negative number (rather than subtract a positive number) --------- Co-authored-by: Doug Beatty <44704949+dbeatty10@users.noreply.github.com> Co-authored-by: Doug Beatty * Remove `create_metric` as a public facing `SemanticModel.Measure` property (#8068) * Remove `create_metric` as a public facing `SemanticModel.Measure` property We want to add `create_metric`. The `create_metric` property will be incredibly useful. However, at this time it is not hooked up, and we don't have time to hook it up before the code freeze for 1.6.0rc of core. As it doesn't do anything, we shouldn't allow people to specify it, because it won't do what one would expect. We plan on making the implementation of `create_metric` a priority for 1.7 of core * Changie doc for the removal of create_metric property * Flaky Test Workflow (#8055) * add permissions * replace db setup * try with bash instead of just pytest flags * fix test command * remove spaces * remove force-flaky flag * add starting vlaues * add mac and windows postgres isntall * define use bash * fix typo * update output report * tweak last if condition * clarify failures/successful runs * print running success and failure tally * just output pytest instead of capturing it * set shell to not exit immediately on exit code * add formatting around results for easier scanning * more output formatting * add matrix to unlock parallel runners * increase to ten batches * update debug * add comment * clean up comments * Use Ubuntu 22.04.2 LTS (Jammy Jellyfish) since it is a long-term supported release (#8071) * Use Ubuntu 22.04.2 LTS (Jammy Jellyfish) since it is a long-term supported release * Changelog entry * Fixes #7785: fail-fast behavior (#8066) * Add validate_sql method to base adapter with implementation for SQLAdapters (#8001) * Add dry_run method to base adapter with implementation for SQLAdapters resolves #7839 In the CLI integration, MetricFlow will issue dry run queries as part of its warehouse-level validation of the semantic manifest, including all semantic model and metric definitions. In most cases, issuing an `explain` query is adequate, however, BigQuery does not support the `explain` keyword and so we cannot simply pre-pend `explain` to our input queries and expect the correct behavior across all contexts. This commit adds a dry_run() method to the BaseAdapter which mirrors the execute() method in that it simply delegates to the ConnectionManager. It also adds a working implementation to the SQLConnectionManager and includes a few test cases for adapter maintainers to try out on their own. The current implementation should work out of the box with most of our adapters. BigQuery will require us to implement the dry_run method on the BigQueryConnectionManager, and community-maintained adapters can opt in by enabling the test and ensuring their own implementations work as expected. Note - we decided to make these concrete methods that throw runtime exceptions for direct descendants of BaseAdapter in order to avoid forcing community adapter maintainers to implement a method that does not currently have any use cases in dbt proper. * Switch dry_run implementation to be macro-based The common pattern for engine-specific SQL statement construction in dbt is to provide a default macro which can then be overridden on a per-adapter basis by either adapter maintainers or end users. The advantage of this is users can take advantage of alternative SQL syntax for performance or other reasons, or even to enable local usage if an engine relies on a non-standard expression and the adapter maintainer has not updated the package. Although there are some risks here they are minimal, and the benefit of added expressiveness and consistency with other similar constructs is clear, so we adopt this approach here. * Improve error message for InvalidConnectionError in test_invalid_dry_run. * Rename dry_run to validate_sql The validate_sql name has less chance of colliding with dbt's command nomenclature, both now and in some future where we have dry-run operations. * Rename macro and test files to validate_sql * Fix changelog entry * Update validate sql test classes to new nomenclature (#8076) The original implementation of validate_sql was called dry_run, but in the rename the test classes and much of their associated documentation still retained the old naming. This is mainly cosmetic, but since these test classes will be imported into adapter repositories we should fix this now before the wrong name proliferates. * Remove volume declaration (#8069) * Remove volume declaration * Changelog entry --------- Co-authored-by: Doug Beatty * update contributing.md reference to test/integration (#8073) * Er/ct 2675 test custom target (#8079) * remove skip * fix retry test * 8030/fix contract checksum (#8072) * Add semantic_models to tracked resource counts (#8078) * Add semantic_models to tracked resource counts * Add changelog entry * Simplify node statistic tabulation. * Remove review comment. Replace with explanation. --------- Co-authored-by: Peter Allen Webb * CT-2691 Fix the populating of a `Metric`'s `depends_on` property (#8015) * Add metrics from metric type params to a metric's depends_on * Add Lookup utility for finding `SemanticModel`s by measure names * Add the `SemanticModel` of a `Metric`'s measure property to the `Metric`'s `depends_on` * Add `SemanticModelConfig` to `SemanticModel` Some tests were failing due to `Metric`'s referencing `SemanticModels`. Specifically there was a check to see if a referenced node was disabled, and because `SemanticModel`'s didn't have a `config` holding the `enabled` boolean attr, core would blow up. * Checkpoint on test fixing * Correct metricflow_time_spine_sql in test fixtures * Add check for `SemanticModel` nodes in `Linker.link_node` Now that `Metrics` depend on `SemanticModels` and `SemanticModels` have their own dependencies on `Models` they need to be checked for in the `Linker.link_node`. I forget the details but things blow up without it. Basically it adds the SemanticModels to the dependency graph. * Fix artifacts/test_previous_version_state.py tests * fix access/test_access.py tests * Fix function metric tests * Fix functional partial_parsing tests * Add time dimension to semantic model in exposures fixture * Bump DSI version to a minimum of 0.1.0dev10 DSI 0.1.0dev10 fixes an incoherence issue in DSI around `agg_time_dimension` setting. This incoherence was that `measure.agg_time_dimension` was being required, even though it was no longer supposed to be a required attribute (it's specificially typed as optional in the protocol). This was causing a handful of tests to fail because the `semantic_model.defaults.agg_time_dimension` value wasn't being respected. Pulling in the fix from DSI 0.1.0dev10 fixes the issue. Interestingly after bumping the DSI version, the integration tests were still failing. If I ran the tests individually they passed though. To get `make integration` to run properly I ended up having to clear my `.tox` cache, as it seems some outdated state was being persisted. * Add test specifically for checking the `depends_on` of `Metric` nodes * Re-enable test asserting calling metric nodes in models * Migrate `checked_agg_time_dimension` to `checked_agg_time_dimension_for_measure` DSI 0.1.0dev10 moved `checked_agg_time_dimension` from the `Measure` protocol to the `SemanticModel` protocol as `checked_agg_time_dimension_for_measure`. This finishes a change where for a given measure either the `Measure.agg_time_dimension` or the measure's parent `SemanticModel.defaults.agg_time_dimension` needs to be set, instead of always require the measure's `Measure.agg_time_dimension`. * Add changie doc for populating metric --------- Co-authored-by: Gerda Shank * add __test__ = False to non-test classes that start with Test (#8086) * gitignore user.yml and profiles.yml (#8087) * [CT-2821] Support `dbt-semantic-interfaces~=0.1.0rc1` (#8085) * Bump version support for `dbt-semantic-interfaces` to `~=0.1.0rc1` * Add tests for asserting WhereFilter satisfies protocol * Add `call_parameter_sets` to `WhereFilter` class to satisfy protocol * Changie doc for moving to DSI 0.1.0rc1 * [CT-2822] Fix `NonAdditiveDimension` Implementation (#8089) * Add test to ensure `NonAdditiveDimension` implementation satisfies protocol * Fix typo in `NonAdditiveDimension`: `window_grouples` -> `window_groupings` * Add changie doc for typo fix in NonAdditiveDimension * Fix query comment tests (#7928) (#7928) * add env vars for datadog ci visibility (#8097) * add env vars for datadog ci visibility * modify pytest command for tracing * fix posargs * move env vars to job that needs them * add test repeater to DD * swap flags * Apply new integration tests to existing framework to identify supported features (#8099) * applied new integration tests to existing framework * applied new integration tests to existing framework * generalized tests for reusability in adapters; fixed drop index issue * generalized tests for reusability in adapters; fixed drop index issue * removed unnecessary overrides in tests * adjusted import to allow for usage in adapters * adjusted import to allow for usage in adapters * removed fixture artifact * generalized the materialized view fixture which will need to be specific to the adapter * unskipped tests in the test runner package * corrected test condition * corrected test condition * added missing initial build for the relation type swap tests * bumpversion 1.7.0a1 (#8111) * Cleanup main after cutting new 1.6.latest branch (#8102) * Publish coverage results to codecov.io (#8127) * wrap deprecation warnings in warn_or_error calls (#8129) * Add new index.html and changelog yaml files from dbt-docs (#8131) * Rm docs changelog entry (#8147) * Rearrange pp_versioned_models test (#8150) * format exception from dbtPlugin.initialize (#8143) * Hotfix for 372: Use JSONEncoder in json.dumps (#8151) * Correcting spelling of partition (#8101) * Correcting spelling of partition * Changie entry * add a node status (#8174) * Add implementation issue template (#8176) * [CT-1849] `_connection_exception_retry` handles `EOFError` exceptions (#8182) * Add test for checking that `_connection_exception_retry` handles `EOFError`s * Update `_connection_exception_retry` to handle `EOFError` exceptions * Add changie docs for `_connection_exception_retry` handling `EOFError` exceptions * Fixed double underline (#7944) * Fixed double-underline * backward compatibility postgres_get_relations * Remove invalid comments * compatibility adapter and get_relation * fix generic for call * fix adapter dispatch grammar issue * [CT-1483] Let macro names include word materialization (#8181) * Add test asserting that a macro with the work materializtion doesn't cause issues * Let macro names include the word `materialization` Previously we were checking if a macro included a materialization based on if the macro name included the word `materialization`. However, a macro name included the word `materialization` isn't guarnteed to actually have a materialization, and a macro that doesn't have `materialization` in the name isn't guaranteed to not have a materialization. This change is to detect macros with materializations based on the detected block type of the macro. * Add changie doc materialization in macro detection * [CT-2594] Fix serialization of `warn_error_options` on Contexts (#8180) * Add test ensuring `warn_error_options` is dictified in `invocation_args_dict` of contexts * Add dictification specific to `warn_error_options` in `args_to_dict` * Changie doc for serialization changes of warn_error_options * Check for existing_relation immediately prior to renaming (#8193) * add param to control maxBytes for single dbt.log file (#8200) * add param to control maxBytes for single dbt.log file * nits * nits * Update core/dbt/cli/params.py Co-authored-by: Peter Webb --------- Co-authored-by: Peter Webb * Update Core for Latest dbt-extractor with Version Parsing (#8206) * Update dbt-extractor requirement, and adjust ref handling accordingly * Add changelog entry. * Update implementation-ticket.yml (#8208) * up timeout (#8218) * Bump mypy from 1.3.0 to 1.4.0 (#7912) * Bump mypy from 1.3.0 to 1.4.0 Bumps [mypy](https://github.com/python/mypy) from 1.3.0 to 1.4.0. - [Commits](https://github.com/python/mypy/compare/v1.3.0...v1.4.0) --- updated-dependencies: - dependency-name: mypy dependency-type: direct:development update-type: version-update:semver-minor ... Signed-off-by: dependabot[bot] * Add automated changelog yaml from template for bot PR * add to pre-commit config --------- Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Github Build Bot Co-authored-by: Emily Rockman * Initialize sqlparse lexer and tweak order of setting compilation fields (#8215) * Split integration tests into parallel groups / jobs (#6346) * Ensure that target_schema from snapshot config is promoted to node level (#8117) * pin upper bound for sqlparse (#8236) * pin upper bound for sqlparse * changelog * [CT-2879] Fix unbound variable error in `checked_agg_time_dimension_for_measure` (#8235) * Fix unbound variable error in `checked_agg_time_dimension_for_measure` * Improve assertion error message in `checked_agg_time_dimension_for_measure` * Add changie doc for checked_agg_time_dimension_for_measure unbound variable fix * Add unit tests for checking functionality of `checked_agg_time_dimension_for_measure` * Bump mypy from 1.4.0 to 1.4.1 (#8219) * Bump mypy from 1.4.0 to 1.4.1 Bumps [mypy](https://github.com/python/mypy) from 1.4.0 to 1.4.1. - [Commits](https://github.com/python/mypy/compare/v1.4.0...v1.4.1) --- updated-dependencies: - dependency-name: mypy dependency-type: direct:development update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] * Add automated changelog yaml from template for bot PR * update pre-commit --------- Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Github Build Bot Co-authored-by: Emily Rockman * [Fix] raise execution errors for runnable tasks (#8237) * loosen the click pin (#8232) * loosen the click pin * changelog * separate out sqlparse pin * remove changelog * add ignores * [CT-2888] Support dbt-semantic-interfaces 0.2.0 (#8250) * Upgrade DSI dependency to ~=0.2.0 * Allow users to specify `primary_entity` on semantic models * Add `primary_entity` and `primary_entity_reference` to SemanticModel node * Plumb primary_entity from unparsed to parsed semantic nodes * Fix metric filter specifications in existing tests * Add changie doc about supporting DSI 0.2.0 * hard code test splits (#8258) * change trigger * add logic for different targets * fix comment * hard code test splits * Add tests for specifcally checking the population of `SemanticModel.depends_on` (#8226) * Support configurable delimiter for seed files, default to comma (#3990) (#7186) * Support configurable delimiter for seed files, default to comma (#3990) * Update Features-20230317-144957.yaml * Moved "delimiter" to seed config instead of node config * Update core/dbt/clients/agate_helper.py Co-authored-by: Cor * Update test_contracts_graph_parsed.py * fixed integration tests * Added functional tests for seed files with a unique delimiter * Added docstrings * Added a test for an empty string configured delimiter value * whitespace * ran black * updated changie entry * Update Features-20230317-144957.yaml --------- Co-authored-by: Cor * Issue One Event Per Node Failure (#8210) * Replaced the FirstRunResultError and AfterFirstRunResultError events with RunResultError. * Attempts at reasonable unit tests. * Restore event manager after unit test. * Fix #7179 (#8279) * fix constructing param with 0 value (#8298) * fix constructing param with 0 value * Update core/dbt/cli/flags.py Co-authored-by: Doug Beatty <44704949+dbeatty10@users.noreply.github.com> --------- Co-authored-by: Doug Beatty <44704949+dbeatty10@users.noreply.github.com> * capitalize integration-report name (#8265) * add formatting events into json logs (#8308) * add formatting events into json logs * changelog * Delete Under the Hood-20230803-100811.yaml * [CT-2776] [Feature] Enable-post-parse-population-of-dbt-custom-env (#7998) * patch(events/functions): enable-repopulation-of-metadata-vars * changie new * Update implementation-ticket.yml to reference adapters (#8329) * Update implementation-ticket.yml (#8332) * Fix missing quote in fixtures.py (#8324) * Copy dir if symlink fails (#7447) * Bump manifest jsonschema to v11, update v10 schema (#8335) * fixed comment util.py (#8222) * fixed comments util.py * add CHANGELOG entries * Fix #8245: Add flag to codecov report (#8341) * Detect changes to model access, deprecation_date, and latest_version in state:modified (#8264) * track plugin.get_nodes (#8336) * add env vars to tox.ini (#8365) * add env vars to tox.ini * revert test * fix ModelNodeArgs.fqn (#8364) * Add new index.html and changelog yaml files from dbt-docs (#8346) * Fix: deleting models that depend on external nodes (#8330) * add --no-partial-parse-file-diff flag (#8361) * add --no-partial-parse-file-diff flag * changelog entry * Fix #8350: add connection status into list of statuses for dbt debug (#8351) * [CT-2526] Add ability to automatically create metrics from semantic model measures (#8310) * Update semantic model parsing test to check `create_metric = true` functionality * Add `create_metric` boolean property to unparsed measure objects * Begin creating metrics from measures with `create_metric = True` * Add test ensuring partial parsing handles metrics generated from measures * Ensure partial parsing appropriately deletes metrics generated from semantic models * Add changie doc for addition * Separate generated metrics from parsed metrics for partial parsing I was doing a demo earlier today of this branch (minus this commit) and noticed something odd. When I changes a semantic model, metrics that should have been technically uneffected would get dropped. Basically if I made a change to a semantic model which had metrics in the same file, and then ran parse, those metrics defined in the same file would get dropped. Then with no other changes, if I ran parse again they would come back. What was happening was that parsed metrics and generated metrics were getting tracked the same way on the file objects for partial parsing. In 0787a7c7b67b10a55b0d7727eeb744df831d503c we began dropping all metrics tracked in a file objects when changes to semantic models were detected. Since parsed metrics and generated metrics were being tracked together on the file object, the parsed metrics were getting dropped as well. In this commit we begin separating out the tracking of generated metrics and parsed metrics on the file object, and now only drop the generated metrics when semantic models have a detected change. * Assert in test that semantic model partial parsing doesn't clobber regular metrics * Automate opening docs issues (#8373) * first pass * WIP * update issue body * fix triggering label * fix docs * add better run name * reduce complexity * update description * fix PR title * point at workflow on main * fix wording * add label * Fix run_results.json Performance Regression (#8413) * Remedy performance regression by only writing run_results.json once. * Write results before cleaning up connections. * Add return values to functions to fix mypy warnings (#8416) * Fix using project-dir with list command and path selector (#8388) * Ignore `.github` and `.changes` directories for code coverage (#8424) Co-authored-by: Emily Rockman * Temporarily disable test. (#8434) * change trigger (#8418) * Fix test failures (#8432) * fail job when anything fails in previous matrix * tweak wording * PR feedback * Add doc string context to Identifier validion regex rule (#8440) * Fix mypy warnings for ManifestLoader.load() (#8443) * revert python version for docker images (#8445) * revert python version for docker images * add comment to not update python version, update changelog * Bumping version to 1.7.0b1 and generate changelog * [CT-3013] Fix parsing of `window_groupings` (#8454) * Update semantic model parsing tests to check measure non_additive_dimension spec * Make `window_groupings` default to empty list if not specified on `non_additive_dimension` * Add changie doc for `window_groupings` parsing fix * update `Number` class to handle integer values (#8306) * add show test for json data * oh changie my changie * revert unecessary cahnge to fixture * keep decimal class for precision methods, but return __int__ value * jerco updates * update integer type * update other tests * Update .changes/unreleased/Fixes-20230803-093502.yaml --------- Co-authored-by: Emily Rockman * Improve docker image README (#8212) * Improve docker image README - Fix unnecessary/missing newline escapes - Remove double whitespace between parameters - 2-space indent for extra lines in image build commands * Add changelog entry for #8212 * ADAP-814: Refactor prep for MV updates (#8459) * apply reformatting changes only for #8449 * add logging back to get_create_materialized_view_as_sql * changie * swap trigger (#8463) * update the implementation template (#8466) * update the implementation template * add colon * Split tests into classes (#8474) * add flaky decorator * split up tests into classes * revert update agate for int (#8478) * updated typing and methods to meet mypy standards (#8485) * Convert error to conditional warning for unversioned contracted model, fix msg format (#8451) * first pass, tests need updates * update proto defn * fixing tests * more test fixes * finish fixing test file * reformat the message * formatting messages * changelog * add event to unit test * feedback on message structure * WIP * fix up event to take in all fields * fix test * Fix ambiguous reference error for duplicate model names across packages with tests (#8488) * Safely remove external nodes from manifest (#8495) * [CT-2840] Improved semantic layer protocol satisfaction tests (#8456) * Test `SemanticModel` satisfies protocol when none of it's `Optionals` are specified * Add tests ensuring SourceFileMetadata and FileSlice satisfiy DSI protocols * Add test asserting Defaults obj satisfies protocol * Add test asserting SemanticModel with optionals specified satisfies protocol * Split dimension protocol satisfaction tests into with and without optionals * Simplify DSI Protocol import strategy in protocol satisfaction tests * Add test asserting DimensionValidtyParams satisfies protocol * Add test asserting DimensionTypeParams satisfies protocol * Split entity protocol satisfaction tests into with and without optionals * Split measure protocol satisfication tests and add measure aggregation params satisficaition test * Split metric protocol satisfaction test into optional specified an unspecified Additionally, create where_filter pytest fixture * Improve protocol satisfaction tests for MetricTypeParams and sub protocols Specifically we added/improved protocol satisfaction tests for - MetricTypeParams - MetricInput - MetricInputMeasure - MetricTimeWindow * Convert to using mashumaro jsonschema with acceptable performance (#8437) * Include Compiled Node Attributes in run_results.json (#8492) * Add compiled node properties to run_results.json * Include compiled-node attributes in run_results.json * Fix typo * Bump schema version of run_results * Fix test assertions * Update expected run_results to reflect new attributes * Code review changes * Fix mypy warnings for ManifestLoader.load() (#8443) * revert python version for docker images (#8445) * revert python version for docker images * add comment to not update python version, update changelog * Bumping version to 1.7.0b1 and generate changelog * [CT-3013] Fix parsing of `window_groupings` (#8454) * Update semantic model parsing tests to check measure non_additive_dimension spec * Make `window_groupings` default to empty list if not specified on `non_additive_dimension` * Add changie doc for `window_groupings` parsing fix * update `Number` class to handle integer values (#8306) * add show test for json data * oh changie my changie * revert unecessary cahnge to fixture * keep decimal class for precision methods, but return __int__ value * jerco updates * update integer type * update other tests * Update .changes/unreleased/Fixes-20230803-093502.yaml --------- Co-authored-by: Emily Rockman * Improve docker image README (#8212) * Improve docker image README - Fix unnecessary/missing newline escapes - Remove double whitespace between parameters - 2-space indent for extra lines in image build commands * Add changelog entry for #8212 * ADAP-814: Refactor prep for MV updates (#8459) * apply reformatting changes only for #8449 * add logging back to get_create_materialized_view_as_sql * changie * swap trigger (#8463) * update the implementation template (#8466) * update the implementation template * add colon * Split tests into classes (#8474) * add flaky decorator * split up tests into classes * revert update agate for int (#8478) * updated typing and methods to meet mypy standards (#8485) * Convert error to conditional warning for unversioned contracted model, fix msg format (#8451) * first pass, tests need updates * update proto defn * fixing tests * more test fixes * finish fixing test file * reformat the message * formatting messages * changelog * add event to unit test * feedback on message structure * WIP * fix up event to take in all fields * fix test * Fix ambiguous reference error for duplicate model names across packages with tests (#8488) * Safely remove external nodes from manifest (#8495) * [CT-2840] Improved semantic layer protocol satisfaction tests (#8456) * Test `SemanticModel` satisfies protocol when none of it's `Optionals` are specified * Add tests ensuring SourceFileMetadata and FileSlice satisfiy DSI protocols * Add test asserting Defaults obj satisfies protocol * Add test asserting SemanticModel with optionals specified satisfies protocol * Split dimension protocol satisfaction tests into with and without optionals * Simplify DSI Protocol import strategy in protocol satisfaction tests * Add test asserting DimensionValidtyParams satisfies protocol * Add test asserting DimensionTypeParams satisfies protocol * Split entity protocol satisfaction tests into with and without optionals * Split measure protocol satisfication tests and add measure aggregation params satisficaition test * Split metric protocol satisfaction test into optional specified an unspecified Additionally, create where_filter pytest fixture * Improve protocol satisfaction tests for MetricTypeParams and sub protocols Specifically we added/improved protocol satisfaction tests for - MetricTypeParams - MetricInput - MetricInputMeasure - MetricTimeWindow * Convert to using mashumaro jsonschema with acceptable performance (#8437) * Regenerate run_results schema after merging in changes from main. --------- Co-authored-by: Gerda Shank Co-authored-by: Matthew McKnight <91097623+McKnight-42@users.noreply.github.com> Co-authored-by: Github Build Bot Co-authored-by: Quigley Malcolm Co-authored-by: dave-connors-3 <73915542+dave-connors-3@users.noreply.github.com> Co-authored-by: Emily Rockman Co-authored-by: Jaime Martínez Rincón Co-authored-by: Mike Alfare <13974384+mikealfare@users.noreply.github.com> Co-authored-by: Michelle Ark * Add return value to AdapterContainer.__init__ and AdapterMeta.__new__ (#8523) * Semantic model configs - enable/disable + groups (#8502) * WIP * WIP * get group and enabled added * changelog * cleanup * getting measure lookup working * missed file * get project level working * fix last test * add groups to config tests * more group tests * fix path * clean up manifest.py * update error message * fix test assert * remove extra check * resolve conflicts in manaifest * update manifest * resolve conflict * add alias * Fix snapshot success message to display "INSERT 0 1" (for example) instead of success (#8524) * Fix untyped functions in `core/dbt/context/base.py` (#8525) * Improve typing of `ContextMember` functions * Improve typing of `Var` functions * Improve typing of `ContextMeta.__new__` * Improve typing `BaseContext` and functions In addition to just adding parameter typing and return typing to `BaseContext` functions. We also declared `_context_members_` and `_context_attrs_` as properites of `BaseContext` this was necessary because they're being accessed in the classes functions. However, because they were being indirectly instantiated by the metaclass `ContextMeta`, the properties weren't actually known to exist. By adding declaring the properties on the `BaseContext`, we let mypy know they exist. * Remove bare `invocations` of `@contextmember` and `@contextproperty`, and add typing to them Previously `contextmember` and `contextproperty` were 2-in-1 decorators. This meant they could be invoked either as `@contextmember` or `@contextmember('some_string')`. This was fine until we wanted to return typing to the functions. In the instance where the bare decorator was used (i.e. no `(...)` were present) an object was expected to be returned. However in the instance where parameters were passed on the invocation, a callable was expected to be returned. Putting a union of both in the return type made the invocations complain about each others' return type. To get around this we've dropped the bare invocation as acceptable. The parenthesis are now always required, but passing a string in them is optional. * ADAP-814: Add support for replacing materialized views with tables/views and vice versa (#8449) * first draft of adding in table - materialized view swap * table/view/materialized view can all replace each other * update renameable relations to a config * migrate relations macros from `macros/adapters/relations` to `macros/relations` so that generics are close to the relation specific macros that they reference; also aligns with adapter macro files structure, to look more familiar * move drop macro to drop macro file * align the behavior of get_drop_sql and drop_relation, adopt existing default from drop_relation * add explicit ddl for drop statements instead of inheriting the default from dbt-core * update replace macro dependent macros to align with naming standards * update type for mashumaro, update related test * Bumping version to 1.7.0b2 and generate changelog * Support dbt-cloud config dict in dbt_project.yml (#8527) * first pass at adding dbt-cloud config * changelog * fix test, add direct validation * remove label (#8557) * Fix #8398: Add typing to __init__ in base.py (#8568) * add typing to partially typed methods in runnable.py (#8569) * Fix #8544: Parse the correct schema version from manifest (#8551) * Fix #8544: Parse the correct schema version from manifest * add changie * add comment * test advanced ref override (#8552) * make UnparsedVersion.__lt__ order-agnostic (#8559) * compile --no-inject-ephemeral-ctes flag (#8482) * Preserve decimal places for dbt show (#8561) * update `Number` class to handle integer values (#8306) * add show test for json data * oh changie my changie * revert unecessary cahnge to fixture * keep decimal class for precision methods, but return __int__ value * jerco updates * update integer type * update other tests * Update .changes/unreleased/Fixes-20230803-093502.yaml --------- Co-authored-by: Emily Rockman * account for integer vs number on table merges * add tests for combining number with integer. * add unit test when nulls are added * cant none as an Integer * fix null tests --------- Co-authored-by: dave-connors-3 <73915542+dave-connors-3@users.noreply.github.com> Co-authored-by: Dave Connors * Unskip and rename test_expression_metric (#8578) * Add docstrings to `contracts/graph/metrics.py` functions to document what they do Used [dbt-labs/dbt-core#5607](https://github.com/dbt-labs/dbt-core/pull/5607) for context on what the functions should do. * Add typing to `reverse_dag_parsing` and update function to work on 1.6+ metrics * Add typing to `parent_metrics` and `parent_metrics_names` * Add typing to `base_metric_dependency` and `derived_metric_dependency` and update functions to work on 1.6+ metrics * Simplify implementations of `basic_metric_dependency` and `derived_metric_dependnecy` * Add typing to `ResolvedMetricReference` initialization * Add typing to `derived_metric_dependency_graph` * Simplify conditional controls in `ResolvedMetricReference` functions The functions in `ResolvedMetricReference` use `manifest.metric.get(...)` which will only return either a `Metric` or `None`, never a different node type. Thus we don't need to check that the returned metric is a metric. * Don't recurse on over `depends_on` for non-derived metrics in `reverse_dag_parsing` The function `reverse_dag_parsing` only cares about derived metrics, that is metrics that depend on other metrics. Metrics only depend on other metrics if they are one of the `DERIVED_METRICS` types. Thus doing a recursive call to `reverse_dag_parsing` for non `DERIVED_METRICS` types is unnecessary. Previously we were iterating over a metric's `depends_on` property regardless of whether the metric was a `DERIVED_METRICS` type. Now we only do this work if the metric is of a `DERIVED_METRICS` type. * Simplify `parent_metrics_names` by having it call `parent_metrics` * Unskip `TestMetricHelperFunctions.test_derived_metric` and update fixture setup * Add changie doc for metric helper function updates * Get manifest in `test_derived_metric` from the parse dbt_run invocation * Remove `Relation` a intiatlization attribute for `ResolvedMetricReference` * Add return typing to class `__` functions of `ResolvedMetricReference` * Move from `manifest.metrics.get` to `manifest.expect` in metric helpers Previously with `manifest.metrics.get` we were just skipping when `None` was returned. Getting `None` back was expected in that `parent_unique_id`s that didn't belong to metrics should return `None` when calling `manifest.metrics.get`, and these are fine to skip. However, there's an edgecase where a `parent_unique_id` is supposed to be a metric, but isn't found, thus returning `None`. How likely this edge case could get hit, I'm not sure, but it's a possible edge case. Using `manifest.metrics.get` it we can't actually tell if we're in the edge case or not. By moving to `manifest.expect` we get the error handling built in, and the only trade off is that we need to change our conditional to skip returned nodes that aren't metrics. * update PR template (#8613) * ADAP-869: Support atomic replace in replace macro (#8539) * move config changes into alter.sql in alignment with other adapters * move shared relations macros to relations root * move single models files to models root * add table to replace * move create file into relation directory * implement replace for postgres * move column specific macros into column directory * add unit test for can_be_replaced * update renameable_relations and replaceable_relations to frozensets to set defaults * fixed tests for new defaults --------- Signed-off-by: dependabot[bot] Co-authored-by: Mike Alfare <13974384+mikealfare@users.noreply.github.com> Co-authored-by: Ian Knox <81931810+iknox-fa@users.noreply.github.com> Co-authored-by: Peter Webb Co-authored-by: Kshitij Aranke Co-authored-by: Doug Beatty <44704949+dbeatty10@users.noreply.github.com> Co-authored-by: Sam Debruyn Co-authored-by: Mila Page Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Github Build Bot Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Gerda Shank Co-authored-by: Anis Nasir Co-authored-by: FishtownBuildBot <77737458+FishtownBuildBot@users.noreply.github.com> Co-authored-by: Emily Rockman Co-authored-by: Jeremy Cohen Co-authored-by: Michelle Ark Co-authored-by: dave-connors-3 <73915542+dave-connors-3@users.noreply.github.com> Co-authored-by: Quazi Irfan Co-authored-by: Mila Page <67295367+VersusFacit@users.noreply.github.com> Co-authored-by: Matthew McKnight Co-authored-by: Matthew McKnight <91097623+McKnight-42@users.noreply.github.com> Co-authored-by: Quigley Malcolm Co-authored-by: Quigley Malcolm Co-authored-by: mirnawong1 <89008547+mirnawong1@users.noreply.github.com> Co-authored-by: colin-rogers-dbt <111200756+colin-rogers-dbt@users.noreply.github.com> Co-authored-by: Rainer Mensing <31634583+rainermensing@users.noreply.github.com> Co-authored-by: Anders Swanson Co-authored-by: Doug Beatty Co-authored-by: Niall Woodward Co-authored-by: Will Bryant Co-authored-by: d-kaneshiro <80502944+d-kaneshiro@users.noreply.github.com> Co-authored-by: Tyler Rouze Co-authored-by: Chenyu Li Co-authored-by: Grant Murray Co-authored-by: Nathaniel May Co-authored-by: Thomas Lento Co-authored-by: Alex Rosenfeld Co-authored-by: Damian Owsianny <113946744+damian3031@users.noreply.github.com> Co-authored-by: Pádraic Slattery Co-authored-by: lllong33 <29864358+lllong33@users.noreply.github.com> Co-authored-by: Ramon Vermeulen Co-authored-by: Cor Co-authored-by: Anju Co-authored-by: Jaime Martínez Rincón Co-authored-by: Ben Mosher Co-authored-by: Dave Connors --- .bumpversion.cfg | 2 +- .changes/0.0.0.md | 2 + .changes/1.7.0-b1.md | 70 + .changes/1.7.0-b2.md | 29 + .../Breaking 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third-party-stubs/msgpack/exceptions.pyi create mode 100644 third-party-stubs/msgpack/ext.pyi create mode 100644 third-party-stubs/msgpack/fallback.pyi diff --git a/.bumpversion.cfg b/.bumpversion.cfg index 9452173ce88..73661a3283b 100644 --- a/.bumpversion.cfg +++ b/.bumpversion.cfg @@ -1,5 +1,5 @@ [bumpversion] -current_version = 1.5.0rc1 +current_version = 1.7.0b2 parse = (?P[\d]+) # major version number \.(?P[\d]+) # minor version number \.(?P[\d]+) # patch version number diff --git a/.changes/0.0.0.md b/.changes/0.0.0.md index f3a5e03d1a1..8ba726dbba3 100644 --- a/.changes/0.0.0.md +++ b/.changes/0.0.0.md @@ -3,6 +3,8 @@ For information on prior major and minor releases, see their changelogs: +* [1.6](https://github.com/dbt-labs/dbt-core/blob/1.6.latest/CHANGELOG.md) +* [1.5](https://github.com/dbt-labs/dbt-core/blob/1.5.latest/CHANGELOG.md) * [1.4](https://github.com/dbt-labs/dbt-core/blob/1.4.latest/CHANGELOG.md) * [1.3](https://github.com/dbt-labs/dbt-core/blob/1.3.latest/CHANGELOG.md) * [1.2](https://github.com/dbt-labs/dbt-core/blob/1.2.latest/CHANGELOG.md) diff --git a/.changes/1.7.0-b1.md b/.changes/1.7.0-b1.md new file mode 100644 index 00000000000..ac3d21a0b73 --- /dev/null +++ b/.changes/1.7.0-b1.md @@ -0,0 +1,70 @@ +## dbt-core 1.7.0-b1 - August 17, 2023 + +### Breaking Changes + +- Removed the FirstRunResultError and AfterFirstRunResultError event types, using the existing RunResultError in their place. ([#7963](https://github.com/dbt-labs/dbt-core/issues/7963)) + +### Features + +- Enable re-population of metadata vars post-environment change during programmatic invocation ([#8010](https://github.com/dbt-labs/dbt-core/issues/8010)) +- Added support to configure a delimiter for a seed file, defaults to comma ([#3990](https://github.com/dbt-labs/dbt-core/issues/3990)) +- Allow specification of `create_metric: true` on measures ([#8125](https://github.com/dbt-labs/dbt-core/issues/8125)) + +### Fixes + +- Copy dir during `dbt deps` if symlink fails ([#7428](https://github.com/dbt-labs/dbt-core/issues/7428), [#8223](https://github.com/dbt-labs/dbt-core/issues/8223)) +- Fixed double-underline ([#5301](https://github.com/dbt-labs/dbt-core/issues/5301)) +- Copy target_schema from config into snapshot node ([#6745](https://github.com/dbt-labs/dbt-core/issues/6745)) +- Enable converting deprecation warnings to errors ([#8130](https://github.com/dbt-labs/dbt-core/issues/8130)) +- Add status to Parse Inline Error ([#8173](https://github.com/dbt-labs/dbt-core/issues/8173)) +- Ensure `warn_error_options` get serialized in `invocation_args_dict` ([#7694](https://github.com/dbt-labs/dbt-core/issues/7694)) +- Stop detecting materialization macros based on macro name ([#6231](https://github.com/dbt-labs/dbt-core/issues/6231)) +- Update `dbt deps` download retry logic to handle `EOFError` exceptions ([#6653](https://github.com/dbt-labs/dbt-core/issues/6653)) +- Improve handling of CTE injection with ephemeral models ([#8213](https://github.com/dbt-labs/dbt-core/issues/8213)) +- Fix unbound local variable error in `checked_agg_time_dimension_for_measure` ([#8230](https://github.com/dbt-labs/dbt-core/issues/8230)) +- Ensure runtime errors are raised for graph runnable tasks (compile, show, run, etc) ([#8166](https://github.com/dbt-labs/dbt-core/issues/8166)) +- Fix retry not working with log-file-max-bytes ([#8297](https://github.com/dbt-labs/dbt-core/issues/8297)) +- Detect changes to model access, version, or latest_version in state:modified ([#8189](https://github.com/dbt-labs/dbt-core/issues/8189)) +- Add connection status into list of statuses for dbt debug ([#8350](https://github.com/dbt-labs/dbt-core/issues/8350)) +- fix fqn-selection for external versioned models ([#8374](https://github.com/dbt-labs/dbt-core/issues/8374)) +- Fix: DbtInternalError after model that previously ref'd external model is deleted ([#8375](https://github.com/dbt-labs/dbt-core/issues/8375)) +- Fix using list command with path selector and project-dir ([#8385](https://github.com/dbt-labs/dbt-core/issues/8385)) +- Remedy performance regression by only writing run_results.json once. ([#8360](https://github.com/dbt-labs/dbt-core/issues/8360)) + +### Docs + +- Corrected spelling of "Partiton" ([dbt-docs/#8100](https://github.com/dbt-labs/dbt-docs/issues/8100)) +- Remove static SQL codeblock for metrics ([dbt-docs/#436](https://github.com/dbt-labs/dbt-docs/issues/436)) +- fixed comment util.py ([dbt-docs/#None](https://github.com/dbt-labs/dbt-docs/issues/None)) +- Display contract and column constraints on the model page ([dbt-docs/#433](https://github.com/dbt-labs/dbt-docs/issues/433)) +- Display semantic model details in docs ([dbt-docs/#431](https://github.com/dbt-labs/dbt-docs/issues/431)) + +### Under the Hood + +- Refactor flaky test pp_versioned_models ([#7781](https://github.com/dbt-labs/dbt-core/issues/7781)) +- format exception from dbtPlugin.initialize ([#8152](https://github.com/dbt-labs/dbt-core/issues/8152)) +- A way to control maxBytes for a single dbt.log file ([#8199](https://github.com/dbt-labs/dbt-core/issues/8199)) +- Ref expressions with version can now be processed by the latest version of the high-performance dbt-extractor library. ([#7688](https://github.com/dbt-labs/dbt-core/issues/7688)) +- Bump manifest schema version to v11, freeze manifest v10 ([#8333](https://github.com/dbt-labs/dbt-core/issues/8333)) +- add tracking for plugin.get_nodes calls ([#8344](https://github.com/dbt-labs/dbt-core/issues/8344)) +- add internal flag: --no-partial-parse-file-diff to inform whether to compute a file diff during partial parsing ([#8363](https://github.com/dbt-labs/dbt-core/issues/8363)) +- Add return values to a number of functions for mypy ([#8389](https://github.com/dbt-labs/dbt-core/issues/8389)) +- Fix mypy warnings for ManifestLoader.load() ([#8401](https://github.com/dbt-labs/dbt-core/issues/8401)) +- Use python version 3.10.7 in Docker image. ([#8444](https://github.com/dbt-labs/dbt-core/issues/8444)) + +### Dependencies + +- Bump mypy from 1.3.0 to 1.4.0 ([#7912](https://github.com/dbt-labs/dbt-core/pull/7912)) +- Bump mypy from 1.4.0 to 1.4.1 ([#8219](https://github.com/dbt-labs/dbt-core/pull/8219)) +- Update pin for click<9 ([#8232](https://github.com/dbt-labs/dbt-core/pull/8232)) +- Add upper bound to sqlparse pin of <0.5 ([#8236](https://github.com/dbt-labs/dbt-core/pull/8236)) +- Support dbt-semantic-interfaces 0.2.0 ([#8250](https://github.com/dbt-labs/dbt-core/pull/8250)) + +### Contributors +- [@anjutiwari](https://github.com/anjutiwari) ([#7428](https://github.com/dbt-labs/dbt-core/issues/7428), [#8223](https://github.com/dbt-labs/dbt-core/issues/8223)) +- [@d-kaneshiro](https://github.com/d-kaneshiro) ([#None](https://github.com/dbt-labs/dbt-core/issues/None)) +- [@gem7318](https://github.com/gem7318) ([#8010](https://github.com/dbt-labs/dbt-core/issues/8010)) +- [@lllong33](https://github.com/lllong33) ([#5301](https://github.com/dbt-labs/dbt-core/issues/5301)) +- [@marcodamore](https://github.com/marcodamore) ([#436](https://github.com/dbt-labs/dbt-core/issues/436)) +- [@pgoslatara](https://github.com/pgoslatara) ([#8100](https://github.com/dbt-labs/dbt-core/issues/8100)) +- [@ramonvermeulen](https://github.com/ramonvermeulen) ([#3990](https://github.com/dbt-labs/dbt-core/issues/3990)) diff --git a/.changes/1.7.0-b2.md b/.changes/1.7.0-b2.md new file mode 100644 index 00000000000..84c39d987df --- /dev/null +++ b/.changes/1.7.0-b2.md @@ -0,0 +1,29 @@ +## dbt-core 1.7.0-b2 - September 01, 2023 + +### Features + +- Add node attributes related to compilation to run_results.json ([#7519](https://github.com/dbt-labs/dbt-core/issues/7519)) +- Support configuration of semantic models with the addition of enable/disable and group enablement. ([#7968](https://github.com/dbt-labs/dbt-core/issues/7968)) + +### Fixes + +- Add support for swapping materialized views with tables/views and vice versa ([#8449](https://github.com/dbt-labs/dbt-core/issues/8449)) +- Turn breaking changes to contracted models into warnings for unversioned models ([#8384](https://github.com/dbt-labs/dbt-core/issues/8384), [#8282](https://github.com/dbt-labs/dbt-core/issues/8282)) +- Ensure parsing does not break when `window_groupings` is not specified for `non_additive_dimension` ([#8453](https://github.com/dbt-labs/dbt-core/issues/8453)) +- fix ambiguous reference error for tests and versions when model name is duplicated across packages ([#8327](https://github.com/dbt-labs/dbt-core/issues/8327), [#8493](https://github.com/dbt-labs/dbt-core/issues/8493)) +- Fix "Internal Error: Expected node not found in manifest" when depends_on set on ModelNodeArgs ([#8506](https://github.com/dbt-labs/dbt-core/issues/8506)) +- Fix snapshot success message ([#7583](https://github.com/dbt-labs/dbt-core/issues/7583)) + +### Docs + +- Fix newline escapes and improve formatting in docker README ([dbt-docs/#8211](https://github.com/dbt-labs/dbt-docs/issues/8211)) + +### Under the Hood + +- Switch from hologram to mashumaro jsonschema ([#8426](https://github.com/dbt-labs/dbt-core/issues/8426)) +- Re-organize jinja macros: relation-specific in /macros/adapters/relations/, relation agnostic in /macros/relations ([#8449](https://github.com/dbt-labs/dbt-core/issues/8449)) +- Update typing to meet mypy standards ([#8396](https://github.com/dbt-labs/dbt-core/issues/8396)) +- Mypy errors - adapters/factory.py ([#8387](https://github.com/dbt-labs/dbt-core/issues/8387)) + +### Contributors +- [@jamezrin](https://github.com/jamezrin) ([#8211](https://github.com/dbt-labs/dbt-core/issues/8211)) diff --git a/.changes/1.7.0/Breaking Changes-20230725-171359.yaml b/.changes/1.7.0/Breaking Changes-20230725-171359.yaml new file mode 100644 index 00000000000..92c34117e84 --- /dev/null +++ b/.changes/1.7.0/Breaking Changes-20230725-171359.yaml @@ -0,0 +1,7 @@ +kind: Breaking Changes +body: Removed the FirstRunResultError and AfterFirstRunResultError event types, using + the existing RunResultError in their place. +time: 2023-07-25T17:13:59.441682-04:00 +custom: + Author: peterallenwebb + Issue: "7963" diff --git a/.changes/1.7.0/Dependencies-20230621-005752.yaml b/.changes/1.7.0/Dependencies-20230621-005752.yaml new file mode 100644 index 00000000000..badef6c30b4 --- /dev/null +++ b/.changes/1.7.0/Dependencies-20230621-005752.yaml @@ -0,0 +1,6 @@ +kind: "Dependencies" +body: "Bump mypy from 1.3.0 to 1.4.0" +time: 2023-06-21T00:57:52.00000Z +custom: + Author: dependabot[bot] + PR: 7912 diff --git a/.changes/1.7.0/Dependencies-20230726-201740.yaml b/.changes/1.7.0/Dependencies-20230726-201740.yaml new file mode 100644 index 00000000000..d75ddf467d7 --- /dev/null +++ b/.changes/1.7.0/Dependencies-20230726-201740.yaml @@ -0,0 +1,6 @@ +kind: "Dependencies" +body: "Bump mypy from 1.4.0 to 1.4.1" +time: 2023-07-26T20:17:40.00000Z +custom: + Author: dependabot[bot] + PR: 8219 diff --git a/.changes/1.7.0/Dependencies-20230727-145703.yaml b/.changes/1.7.0/Dependencies-20230727-145703.yaml new file mode 100644 index 00000000000..6cc64bf5102 --- /dev/null +++ b/.changes/1.7.0/Dependencies-20230727-145703.yaml @@ -0,0 +1,6 @@ +kind: Dependencies +body: Update pin for click<9 +time: 2023-07-27T14:57:03.180458-05:00 +custom: + Author: emmyoop + PR: "8232" diff --git a/.changes/1.7.0/Dependencies-20230727-145726.yaml b/.changes/1.7.0/Dependencies-20230727-145726.yaml new file mode 100644 index 00000000000..febecde9db9 --- /dev/null +++ b/.changes/1.7.0/Dependencies-20230727-145726.yaml @@ -0,0 +1,6 @@ +kind: Dependencies +body: Add upper bound to sqlparse pin of <0.5 +time: 2023-07-27T14:57:26.40416-05:00 +custom: + Author: emmyoop + PR: "8236" diff --git a/.changes/1.7.0/Dependencies-20230728-135227.yaml b/.changes/1.7.0/Dependencies-20230728-135227.yaml new file mode 100644 index 00000000000..3373d055c3e --- /dev/null +++ b/.changes/1.7.0/Dependencies-20230728-135227.yaml @@ -0,0 +1,6 @@ +kind: Dependencies +body: Support dbt-semantic-interfaces 0.2.0 +time: 2023-07-28T13:52:27.207241-07:00 +custom: + Author: QMalcolm + PR: "8250" diff --git a/.changes/1.7.0/Docs-20230715-200907.yaml b/.changes/1.7.0/Docs-20230715-200907.yaml new file mode 100644 index 00000000000..fe1792e18aa --- /dev/null +++ b/.changes/1.7.0/Docs-20230715-200907.yaml @@ -0,0 +1,6 @@ +kind: Docs +body: Corrected spelling of "Partiton" +time: 2023-07-15T20:09:07.057361092+02:00 +custom: + Author: pgoslatara + Issue: "8100" diff --git a/.changes/1.7.0/Docs-20230718-192422.yaml b/.changes/1.7.0/Docs-20230718-192422.yaml new file mode 100644 index 00000000000..ab034ea5582 --- /dev/null +++ b/.changes/1.7.0/Docs-20230718-192422.yaml @@ -0,0 +1,6 @@ +kind: Docs +body: Remove static SQL codeblock for metrics +time: 2023-07-18T19:24:22.155323+02:00 +custom: + Author: marcodamore + Issue: "436" diff --git a/.changes/1.7.0/Docs-20230727-170900.yaml b/.changes/1.7.0/Docs-20230727-170900.yaml new file mode 100644 index 00000000000..a34f10c47db --- /dev/null +++ b/.changes/1.7.0/Docs-20230727-170900.yaml @@ -0,0 +1,6 @@ +kind: Docs +body: fixed comment util.py +time: 2023-07-27T17:09:00.089237+09:00 +custom: + Author: d-kaneshiro + Issue: None diff --git a/.changes/1.7.0/Docs-20230728-193438.yaml b/.changes/1.7.0/Docs-20230728-193438.yaml new file mode 100644 index 00000000000..612b15e81b9 --- /dev/null +++ b/.changes/1.7.0/Docs-20230728-193438.yaml @@ -0,0 +1,6 @@ +kind: Docs +body: Fix newline escapes and improve formatting in docker README +time: 2023-07-28T19:34:38.351042747+02:00 +custom: + Author: jamezrin + Issue: "8211" diff --git a/.changes/1.7.0/Docs-20230804-131815.yaml b/.changes/1.7.0/Docs-20230804-131815.yaml new file mode 100644 index 00000000000..e6c66c27499 --- /dev/null +++ b/.changes/1.7.0/Docs-20230804-131815.yaml @@ -0,0 +1,6 @@ +kind: Docs +body: Display contract and column constraints on the model page +time: 2023-08-04T13:18:15.627005-05:00 +custom: + Author: emmyoop + Issue: "433" diff --git a/.changes/1.7.0/Docs-20230807-152548.yaml b/.changes/1.7.0/Docs-20230807-152548.yaml new file mode 100644 index 00000000000..84e65bd6839 --- /dev/null +++ b/.changes/1.7.0/Docs-20230807-152548.yaml @@ -0,0 +1,6 @@ +kind: Docs +body: Display semantic model details in docs +time: 2023-08-07T15:25:48.711627-05:00 +custom: + Author: emmyoop + Issue: "431" diff --git a/.changes/1.7.0/Features-20230702-122813.yaml b/.changes/1.7.0/Features-20230702-122813.yaml new file mode 100644 index 00000000000..cc5bd1945e6 --- /dev/null +++ b/.changes/1.7.0/Features-20230702-122813.yaml @@ -0,0 +1,7 @@ +kind: Features +body: Enable re-population of metadata vars post-environment change during programmatic + invocation +time: 2023-07-02T12:28:13.416305-04:00 +custom: + Author: gem7318 + Issue: "8010" diff --git a/.changes/1.7.0/Features-20230714-202445.yaml b/.changes/1.7.0/Features-20230714-202445.yaml new file mode 100644 index 00000000000..c72dfb0e8ea --- /dev/null +++ b/.changes/1.7.0/Features-20230714-202445.yaml @@ -0,0 +1,6 @@ +kind: Features +body: Added support to configure a delimiter for a seed file, defaults to comma +time: 2023-07-14T20:24:45.513847165+02:00 +custom: + Author: ramonvermeulen + Issue: "3990" diff --git a/.changes/1.7.0/Features-20230803-151824.yaml b/.changes/1.7.0/Features-20230803-151824.yaml new file mode 100644 index 00000000000..11d3184816a --- /dev/null +++ b/.changes/1.7.0/Features-20230803-151824.yaml @@ -0,0 +1,6 @@ +kind: Features +body: 'Allow specification of `create_metric: true` on measures' +time: 2023-08-03T15:18:24.351003-07:00 +custom: + Author: QMalcolm + Issue: "8125" diff --git a/.changes/1.7.0/Features-20230821-103357.yaml b/.changes/1.7.0/Features-20230821-103357.yaml new file mode 100644 index 00000000000..24f165beee2 --- /dev/null +++ b/.changes/1.7.0/Features-20230821-103357.yaml @@ -0,0 +1,6 @@ +kind: Features +body: Add node attributes related to compilation to run_results.json +time: 2023-08-21T10:33:57.200883-04:00 +custom: + Author: peterallenwebb + Issue: "7519" diff --git a/.changes/1.7.0/Features-20230828-092100.yaml b/.changes/1.7.0/Features-20230828-092100.yaml new file mode 100644 index 00000000000..e765217bd92 --- /dev/null +++ b/.changes/1.7.0/Features-20230828-092100.yaml @@ -0,0 +1,6 @@ +kind: Features +body: Support configuration of semantic models with the addition of enable/disable and group enablement. +time: 2023-08-28T09:21:00.551633-05:00 +custom: + Author: emmyoop + Issue: "7968" diff --git a/.changes/1.7.0/Fixes-20230424-210734.yaml b/.changes/1.7.0/Fixes-20230424-210734.yaml new file mode 100644 index 00000000000..3f70881eb90 --- /dev/null +++ b/.changes/1.7.0/Fixes-20230424-210734.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Copy dir during `dbt deps` if symlink fails +time: 2023-04-24T21:07:34.336797+05:30 +custom: + Author: anjutiwari + Issue: "7428 8223" diff --git a/.changes/1.7.0/Fixes-20230625-142731.yaml b/.changes/1.7.0/Fixes-20230625-142731.yaml new file mode 100644 index 00000000000..593fd8b9733 --- /dev/null +++ b/.changes/1.7.0/Fixes-20230625-142731.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Fixed double-underline +time: 2023-06-25T14:27:31.231253719+08:00 +custom: + Author: lllong33 + Issue: "5301" diff --git a/.changes/1.7.0/Fixes-20230717-160652.yaml b/.changes/1.7.0/Fixes-20230717-160652.yaml new file mode 100644 index 00000000000..8c63a584db9 --- /dev/null +++ b/.changes/1.7.0/Fixes-20230717-160652.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Copy target_schema from config into snapshot node +time: 2023-07-17T16:06:52.957724-04:00 +custom: + Author: gshank + Issue: "6745" diff --git a/.changes/1.7.0/Fixes-20230718-125518.yaml b/.changes/1.7.0/Fixes-20230718-125518.yaml new file mode 100644 index 00000000000..be3c7e9d8ed --- /dev/null +++ b/.changes/1.7.0/Fixes-20230718-125518.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Enable converting deprecation warnings to errors +time: 2023-07-18T12:55:18.03914-04:00 +custom: + Author: michelleark + Issue: "8130" diff --git a/.changes/1.7.0/Fixes-20230720-122723.yaml b/.changes/1.7.0/Fixes-20230720-122723.yaml new file mode 100644 index 00000000000..8c390f6fbe3 --- /dev/null +++ b/.changes/1.7.0/Fixes-20230720-122723.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Add status to Parse Inline Error +time: 2023-07-20T12:27:23.085084-07:00 +custom: + Author: ChenyuLInx + Issue: "8173" diff --git a/.changes/1.7.0/Fixes-20230720-161513.yaml b/.changes/1.7.0/Fixes-20230720-161513.yaml new file mode 100644 index 00000000000..9dd9c291cf3 --- /dev/null +++ b/.changes/1.7.0/Fixes-20230720-161513.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Ensure `warn_error_options` get serialized in `invocation_args_dict` +time: 2023-07-20T16:15:13.761813-07:00 +custom: + Author: QMalcolm + Issue: "7694" diff --git a/.changes/1.7.0/Fixes-20230720-170112.yaml b/.changes/1.7.0/Fixes-20230720-170112.yaml new file mode 100644 index 00000000000..9947afceafe --- /dev/null +++ b/.changes/1.7.0/Fixes-20230720-170112.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Stop detecting materialization macros based on macro name +time: 2023-07-20T17:01:12.496238-07:00 +custom: + Author: QMalcolm + Issue: "6231" diff --git a/.changes/1.7.0/Fixes-20230720-172422.yaml b/.changes/1.7.0/Fixes-20230720-172422.yaml new file mode 100644 index 00000000000..9bf2307f48a --- /dev/null +++ b/.changes/1.7.0/Fixes-20230720-172422.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Update `dbt deps` download retry logic to handle `EOFError` exceptions +time: 2023-07-20T17:24:22.969951-07:00 +custom: + Author: QMalcolm + Issue: "6653" diff --git a/.changes/1.7.0/Fixes-20230726-104448.yaml b/.changes/1.7.0/Fixes-20230726-104448.yaml new file mode 100644 index 00000000000..0c8e55dd6b9 --- /dev/null +++ b/.changes/1.7.0/Fixes-20230726-104448.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Improve handling of CTE injection with ephemeral models +time: 2023-07-26T10:44:48.888451-04:00 +custom: + Author: gshank + Issue: "8213" diff --git a/.changes/1.7.0/Fixes-20230727-125830.yaml b/.changes/1.7.0/Fixes-20230727-125830.yaml new file mode 100644 index 00000000000..0dc4bdad6e0 --- /dev/null +++ b/.changes/1.7.0/Fixes-20230727-125830.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Fix unbound local variable error in `checked_agg_time_dimension_for_measure` +time: 2023-07-27T12:58:30.673803-07:00 +custom: + Author: QMalcolm + Issue: "8230" diff --git a/.changes/1.7.0/Fixes-20230728-115620.yaml b/.changes/1.7.0/Fixes-20230728-115620.yaml new file mode 100644 index 00000000000..2c61ce6baa0 --- /dev/null +++ b/.changes/1.7.0/Fixes-20230728-115620.yaml @@ -0,0 +1,7 @@ +kind: Fixes +body: Ensure runtime errors are raised for graph runnable tasks (compile, show, run, + etc) +time: 2023-07-28T11:56:20.863718-04:00 +custom: + Author: michelleark + Issue: "8166" diff --git a/.changes/1.7.0/Fixes-20230802-141556.yaml b/.changes/1.7.0/Fixes-20230802-141556.yaml new file mode 100644 index 00000000000..8b96ccab5c7 --- /dev/null +++ b/.changes/1.7.0/Fixes-20230802-141556.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Fix retry not working with log-file-max-bytes +time: 2023-08-02T14:15:56.306027-07:00 +custom: + Author: ChenyuLInx + Issue: "8297" diff --git a/.changes/1.7.0/Fixes-20230806-222319.yaml b/.changes/1.7.0/Fixes-20230806-222319.yaml new file mode 100644 index 00000000000..cd6a0ec9ff1 --- /dev/null +++ b/.changes/1.7.0/Fixes-20230806-222319.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Detect changes to model access, version, or latest_version in state:modified +time: 2023-08-06T22:23:19.166334-04:00 +custom: + Author: michelleark + Issue: "8189" diff --git a/.changes/1.7.0/Fixes-20230810-184859.yaml b/.changes/1.7.0/Fixes-20230810-184859.yaml new file mode 100644 index 00000000000..03dcdffa607 --- /dev/null +++ b/.changes/1.7.0/Fixes-20230810-184859.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Add connection status into list of statuses for dbt debug +time: 2023-08-10T18:48:59.221344+01:00 +custom: + Author: aranke + Issue: "8350" diff --git a/.changes/1.7.0/Fixes-20230811-204144.yaml b/.changes/1.7.0/Fixes-20230811-204144.yaml new file mode 100644 index 00000000000..7295edef0e1 --- /dev/null +++ b/.changes/1.7.0/Fixes-20230811-204144.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: fix fqn-selection for external versioned models +time: 2023-08-11T20:41:44.725144-04:00 +custom: + Author: michelleark + Issue: "8374" diff --git a/.changes/1.7.0/Fixes-20230811-212008.yaml b/.changes/1.7.0/Fixes-20230811-212008.yaml new file mode 100644 index 00000000000..8ed173769b9 --- /dev/null +++ b/.changes/1.7.0/Fixes-20230811-212008.yaml @@ -0,0 +1,7 @@ +kind: Fixes +body: 'Fix: DbtInternalError after model that previously ref''d external model is + deleted' +time: 2023-08-11T21:20:08.145554-04:00 +custom: + Author: michelleark + Issue: "8375" diff --git a/.changes/1.7.0/Fixes-20230814-145702.yaml b/.changes/1.7.0/Fixes-20230814-145702.yaml new file mode 100644 index 00000000000..248a47c8a5f --- /dev/null +++ b/.changes/1.7.0/Fixes-20230814-145702.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Fix using list command with path selector and project-dir +time: 2023-08-14T14:57:02.02816-04:00 +custom: + Author: gshank + Issue: "8385" diff --git a/.changes/1.7.0/Fixes-20230815-104444.yaml b/.changes/1.7.0/Fixes-20230815-104444.yaml new file mode 100644 index 00000000000..918c6da1c82 --- /dev/null +++ b/.changes/1.7.0/Fixes-20230815-104444.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Remedy performance regression by only writing run_results.json once. +time: 2023-08-15T10:44:44.836991-04:00 +custom: + Author: peterallenwebb + Issue: "8360" diff --git a/.changes/1.7.0/Fixes-20230817-130915.yaml b/.changes/1.7.0/Fixes-20230817-130915.yaml new file mode 100644 index 00000000000..2bd199925a7 --- /dev/null +++ b/.changes/1.7.0/Fixes-20230817-130915.yaml @@ -0,0 +1,6 @@ +kind: Under the Hood +body: Use python version 3.10.7 in Docker image. +time: 2023-08-17T13:09:15.936349-05:00 +custom: + Author: McKnight-42 + Issue: "8444" diff --git a/.changes/1.7.0/Fixes-20230817-185739.yaml b/.changes/1.7.0/Fixes-20230817-185739.yaml new file mode 100644 index 00000000000..74b1ed7551e --- /dev/null +++ b/.changes/1.7.0/Fixes-20230817-185739.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Add support for swapping materialized views with tables/views and vice versa +time: 2023-08-17T18:57:39.01958-04:00 +custom: + Author: mikealfare + Issue: "8449" diff --git a/.changes/1.7.0/Fixes-20230818-095348.yaml b/.changes/1.7.0/Fixes-20230818-095348.yaml new file mode 100644 index 00000000000..95c69ee5501 --- /dev/null +++ b/.changes/1.7.0/Fixes-20230818-095348.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Ensure parsing does not break when `window_groupings` is not specified for `non_additive_dimension` +time: 2023-08-18T09:53:48.154848-07:00 +custom: + Author: QMalcolm + Issue: "8453" diff --git a/.changes/1.7.0/Fixes-20230818-103802.yaml b/.changes/1.7.0/Fixes-20230818-103802.yaml new file mode 100644 index 00000000000..d356b1ee575 --- /dev/null +++ b/.changes/1.7.0/Fixes-20230818-103802.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Turn breaking changes to contracted models into warnings for unversioned models +time: 2023-08-18T10:38:02.251286-05:00 +custom: + Author: emmyoop + Issue: 8384 8282 diff --git a/.changes/1.7.0/Fixes-20230824-161024.yaml b/.changes/1.7.0/Fixes-20230824-161024.yaml new file mode 100644 index 00000000000..d39ee14ce99 --- /dev/null +++ b/.changes/1.7.0/Fixes-20230824-161024.yaml @@ -0,0 +1,7 @@ +kind: Fixes +body: fix ambiguous reference error for tests and versions when model name is duplicated across + packages +time: 2023-08-24T16:10:24.437362-04:00 +custom: + Author: michelleark + Issue: "8327 8493" diff --git a/.changes/1.7.0/Fixes-20230828-125858.yaml b/.changes/1.7.0/Fixes-20230828-125858.yaml new file mode 100644 index 00000000000..2346370c485 --- /dev/null +++ b/.changes/1.7.0/Fixes-20230828-125858.yaml @@ -0,0 +1,7 @@ +kind: Fixes +body: 'Fix "Internal Error: Expected node not found in manifest" when + depends_on set on ModelNodeArgs' +time: 2023-08-28T12:58:58.061228-04:00 +custom: + Author: michelleark + Issue: "8506" diff --git a/.changes/1.7.0/Fixes-20230830-150803.yaml b/.changes/1.7.0/Fixes-20230830-150803.yaml new file mode 100644 index 00000000000..b26e7e446dd --- /dev/null +++ b/.changes/1.7.0/Fixes-20230830-150803.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Fix snapshot success message +time: 2023-08-30T15:08:03.429373-04:00 +custom: + Author: gshank + Issue: "7583" diff --git a/.changes/1.7.0/Under the Hood-20230718-145428.yaml b/.changes/1.7.0/Under the Hood-20230718-145428.yaml new file mode 100644 index 00000000000..24ffb706cf2 --- /dev/null +++ b/.changes/1.7.0/Under the Hood-20230718-145428.yaml @@ -0,0 +1,6 @@ +kind: Under the Hood +body: Switch from hologram to mashumaro jsonschema +time: 2023-07-18T14:54:28.41453-04:00 +custom: + Author: gshank + Issue: "8426" diff --git a/.changes/1.7.0/Under the Hood-20230719-124611.yaml b/.changes/1.7.0/Under the Hood-20230719-124611.yaml new file mode 100644 index 00000000000..be381dc7618 --- /dev/null +++ b/.changes/1.7.0/Under the Hood-20230719-124611.yaml @@ -0,0 +1,6 @@ +kind: Under the Hood +body: Refactor flaky test pp_versioned_models +time: 2023-07-19T12:46:11.972481-04:00 +custom: + Author: gshank + Issue: "7781" diff --git a/.changes/1.7.0/Under the Hood-20230719-163334.yaml b/.changes/1.7.0/Under the Hood-20230719-163334.yaml new file mode 100644 index 00000000000..adc3634aa7f --- /dev/null +++ b/.changes/1.7.0/Under the Hood-20230719-163334.yaml @@ -0,0 +1,6 @@ +kind: Under the Hood +body: format exception from dbtPlugin.initialize +time: 2023-07-19T16:33:34.586377-04:00 +custom: + Author: michelleark + Issue: "8152" diff --git a/.changes/1.7.0/Under the Hood-20230724-150654.yaml b/.changes/1.7.0/Under the Hood-20230724-150654.yaml new file mode 100644 index 00000000000..bb78d3b1f1a --- /dev/null +++ b/.changes/1.7.0/Under the Hood-20230724-150654.yaml @@ -0,0 +1,6 @@ +kind: Under the Hood +body: A way to control maxBytes for a single dbt.log file +time: 2023-07-24T15:06:54.263822-07:00 +custom: + Author: ChenyuLInx + Issue: "8199" diff --git a/.changes/1.7.0/Under the Hood-20230725-102609.yaml b/.changes/1.7.0/Under the Hood-20230725-102609.yaml new file mode 100644 index 00000000000..f4cf4aec5cc --- /dev/null +++ b/.changes/1.7.0/Under the Hood-20230725-102609.yaml @@ -0,0 +1,7 @@ +kind: Under the Hood +body: Ref expressions with version can now be processed by the latest version of the + high-performance dbt-extractor library. +time: 2023-07-25T10:26:09.902878-04:00 +custom: + Author: peterallenwebb + Issue: "7688" diff --git a/.changes/1.7.0/Under the Hood-20230807-164509.yaml b/.changes/1.7.0/Under the Hood-20230807-164509.yaml new file mode 100644 index 00000000000..f94af303a80 --- /dev/null +++ b/.changes/1.7.0/Under the Hood-20230807-164509.yaml @@ -0,0 +1,6 @@ +kind: Under the Hood +body: Bump manifest schema version to v11, freeze manifest v10 +time: 2023-08-07T16:45:09.712744-04:00 +custom: + Author: gshank + Issue: "8333" diff --git a/.changes/1.7.0/Under the Hood-20230809-094834.yaml b/.changes/1.7.0/Under the Hood-20230809-094834.yaml new file mode 100644 index 00000000000..64883952ee9 --- /dev/null +++ b/.changes/1.7.0/Under the Hood-20230809-094834.yaml @@ -0,0 +1,6 @@ +kind: Under the Hood +body: add tracking for plugin.get_nodes calls +time: 2023-08-09T09:48:34.819445-04:00 +custom: + Author: michelleark + Issue: "8344" diff --git a/.changes/1.7.0/Under the Hood-20230811-100902.yaml b/.changes/1.7.0/Under the Hood-20230811-100902.yaml new file mode 100644 index 00000000000..9fe64ab6442 --- /dev/null +++ b/.changes/1.7.0/Under the Hood-20230811-100902.yaml @@ -0,0 +1,7 @@ +kind: Under the Hood +body: 'add internal flag: --no-partial-parse-file-diff to inform whether to compute + a file diff during partial parsing' +time: 2023-08-11T10:09:02.832241-04:00 +custom: + Author: michelleark + Issue: "8363" diff --git a/.changes/1.7.0/Under the Hood-20230815-170307.yaml b/.changes/1.7.0/Under the Hood-20230815-170307.yaml new file mode 100644 index 00000000000..bde8c787f34 --- /dev/null +++ b/.changes/1.7.0/Under the Hood-20230815-170307.yaml @@ -0,0 +1,6 @@ +kind: Under the Hood +body: Add return values to a number of functions for mypy +time: 2023-08-15T17:03:07.895252-04:00 +custom: + Author: gshank + Issue: "8389" diff --git a/.changes/1.7.0/Under the Hood-20230817-134548.yaml b/.changes/1.7.0/Under the Hood-20230817-134548.yaml new file mode 100644 index 00000000000..82e445d80e9 --- /dev/null +++ b/.changes/1.7.0/Under the Hood-20230817-134548.yaml @@ -0,0 +1,6 @@ +kind: Under the Hood +body: Fix mypy warnings for ManifestLoader.load() +time: 2023-08-17T13:45:48.937252-04:00 +custom: + Author: gshank + Issue: "8401" diff --git a/.changes/1.7.0/Under the Hood-20230821-134801.yaml b/.changes/1.7.0/Under the Hood-20230821-134801.yaml new file mode 100644 index 00000000000..eb2c09a2486 --- /dev/null +++ b/.changes/1.7.0/Under the Hood-20230821-134801.yaml @@ -0,0 +1,7 @@ +kind: Under the Hood +body: 'Re-organize jinja macros: relation-specific in /macros/adapters/relations/, + relation agnostic in /macros/relations' +time: 2023-08-21T13:48:01.474731-04:00 +custom: + Author: mikealfare + Issue: "8449" diff --git a/.changes/1.7.0/Under the Hood-20230823-194237.yaml b/.changes/1.7.0/Under the Hood-20230823-194237.yaml new file mode 100644 index 00000000000..7bd77acab08 --- /dev/null +++ b/.changes/1.7.0/Under the Hood-20230823-194237.yaml @@ -0,0 +1,6 @@ +kind: Under the Hood +body: Update typing to meet mypy standards +time: 2023-08-23T19:42:37.130694-04:00 +custom: + Author: mikealfare + Issue: "8396" diff --git a/.changes/1.7.0/Under the Hood-20230830-140231.yaml b/.changes/1.7.0/Under the Hood-20230830-140231.yaml new file mode 100644 index 00000000000..61a5b5def11 --- /dev/null +++ b/.changes/1.7.0/Under the Hood-20230830-140231.yaml @@ -0,0 +1,6 @@ +kind: Under the Hood +body: Mypy errors - adapters/factory.py +time: 2023-08-30T14:02:31.519929-04:00 +custom: + Author: gshank + Issue: "8387" diff --git a/.changes/unreleased/Features-20230823-140407.yaml b/.changes/unreleased/Features-20230823-140407.yaml new file mode 100644 index 00000000000..2b5101ecf11 --- /dev/null +++ b/.changes/unreleased/Features-20230823-140407.yaml @@ -0,0 +1,6 @@ +kind: Features +body: Add --no-inject-ephemeral-ctes flag for `compile` command, for usage by linting. +time: 2023-08-23T14:04:07.617476-04:00 +custom: + Author: benmosher + Issue: "8480" diff --git a/.changes/unreleased/Features-20230830-212828.yaml b/.changes/unreleased/Features-20230830-212828.yaml new file mode 100644 index 00000000000..935256b9c70 --- /dev/null +++ b/.changes/unreleased/Features-20230830-212828.yaml @@ -0,0 +1,6 @@ +kind: Features +body: Accept a `dbt-cloud` config in dbt_project.yml +time: 2023-08-30T21:28:28.976746-05:00 +custom: + Author: emmyoop + Issue: "8438" diff --git a/.changes/unreleased/Features-20230831-204804.yaml b/.changes/unreleased/Features-20230831-204804.yaml new file mode 100644 index 00000000000..3e13de8d334 --- /dev/null +++ b/.changes/unreleased/Features-20230831-204804.yaml @@ -0,0 +1,6 @@ +kind: Features +body: Support atomic replace in the global replace macro +time: 2023-08-31T20:48:04.098933-04:00 +custom: + Author: mikealfare + Issue: "8539" diff --git a/.changes/unreleased/Fixes-20230803-093502.yaml b/.changes/unreleased/Fixes-20230803-093502.yaml new file mode 100644 index 00000000000..ffa0b3aba1c --- /dev/null +++ b/.changes/unreleased/Fixes-20230803-093502.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Add explicit support for integers for the show command +time: 2023-08-03T09:35:02.163968-05:00 +custom: + Author: dave-connors-3 + Issue: "8153" diff --git a/.changes/unreleased/Fixes-20230906-120212.yaml b/.changes/unreleased/Fixes-20230906-120212.yaml new file mode 100644 index 00000000000..f6237393707 --- /dev/null +++ b/.changes/unreleased/Fixes-20230906-120212.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Update metric helper functions to work with new semantic layer metrics +time: 2023-09-06T12:02:12.156534-07:00 +custom: + Author: QMalcolm + Issue: "8134" diff --git a/.changes/unreleased/Fixes-20230906-142213.yaml b/.changes/unreleased/Fixes-20230906-142213.yaml new file mode 100644 index 00000000000..175ffc9afd0 --- /dev/null +++ b/.changes/unreleased/Fixes-20230906-142213.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: make version comparison insensitive to order +time: 2023-09-06T14:22:13.114549-04:00 +custom: + Author: michelleark + Issue: "8571" diff --git a/.changes/unreleased/Fixes-20230906-162427.yaml b/.changes/unreleased/Fixes-20230906-162427.yaml new file mode 100644 index 00000000000..6b45ab72b59 --- /dev/null +++ b/.changes/unreleased/Fixes-20230906-162427.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Parse the correct schema version from manifest +time: 2023-09-06T16:24:27.849069+01:00 +custom: + Author: aranke + Issue: "8544" diff --git a/.changes/unreleased/Under the Hood-20230906-110249.yaml b/.changes/unreleased/Under the Hood-20230906-110249.yaml new file mode 100644 index 00000000000..905c01dbdf1 --- /dev/null +++ b/.changes/unreleased/Under the Hood-20230906-110249.yaml @@ -0,0 +1,6 @@ +kind: Under the Hood +body: Add functional test for advanced ref override +time: 2023-09-06T11:02:49.253486-04:00 +custom: + Author: michelleark + Issue: "8566" diff --git a/.changes/unreleased/Under the Hood-20230906-132435.yaml b/.changes/unreleased/Under the Hood-20230906-132435.yaml new file mode 100644 index 00000000000..27b6da20177 --- /dev/null +++ b/.changes/unreleased/Under the Hood-20230906-132435.yaml @@ -0,0 +1,6 @@ +kind: Under the Hood +body: Fix untyped functions in task/runnable.py (mypy warning) +time: 2023-09-06T13:24:35.448782-04:00 +custom: + Author: michelleark + Issue: "8402" diff --git a/.changes/unreleased/Under the Hood-20230906-164901.yaml b/.changes/unreleased/Under the Hood-20230906-164901.yaml new file mode 100644 index 00000000000..f309a24ccc3 --- /dev/null +++ b/.changes/unreleased/Under the Hood-20230906-164901.yaml @@ -0,0 +1,6 @@ +kind: Under the Hood +body: Add typing to __init__ in base.py +time: 2023-09-06T16:49:01.150713+01:00 +custom: + Author: aranke + Issue: "8398" diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS index ba7d4883de0..01da3492720 100644 --- a/.github/CODEOWNERS +++ b/.github/CODEOWNERS @@ -11,44 +11,24 @@ # As a default for areas with no assignment, # the core team as a whole will be assigned -* @dbt-labs/core +* @dbt-labs/core-team -# Changes to GitHub configurations including Actions -/.github/ @leahwicz +### OSS Tooling Guild -### LANGUAGE +/.github/ @dbt-labs/guild-oss-tooling +.bumpversion.cfg @dbt-labs/guild-oss-tooling -# Language core modules -/core/dbt/config/ @dbt-labs/core-language -/core/dbt/context/ @dbt-labs/core-language -/core/dbt/contracts/ @dbt-labs/core-language -/core/dbt/deps/ @dbt-labs/core-language -/core/dbt/events/ @dbt-labs/core-language # structured logging -/core/dbt/parser/ @dbt-labs/core-language +.changie.yaml @dbt-labs/guild-oss-tooling -# Language misc files -/core/dbt/dataclass_schema.py @dbt-labs/core-language -/core/dbt/hooks.py @dbt-labs/core-language -/core/dbt/node_types.py @dbt-labs/core-language -/core/dbt/semver.py @dbt-labs/core-language - - -### EXECUTION - -# Execution core modules -/core/dbt/graph/ @dbt-labs/core-execution -/core/dbt/task/ @dbt-labs/core-execution - -# Execution misc files -/core/dbt/compilation.py @dbt-labs/core-execution -/core/dbt/flags.py @dbt-labs/core-execution -/core/dbt/lib.py @dbt-labs/core-execution -/core/dbt/main.py @dbt-labs/core-execution -/core/dbt/profiler.py @dbt-labs/core-execution -/core/dbt/selected_resources.py @dbt-labs/core-execution -/core/dbt/tracking.py @dbt-labs/core-execution -/core/dbt/version.py @dbt-labs/core-execution +pre-commit-config.yaml @dbt-labs/guild-oss-tooling +pytest.ini @dbt-labs/guild-oss-tooling +tox.ini @dbt-labs/guild-oss-tooling +pyproject.toml @dbt-labs/guild-oss-tooling +requirements.txt @dbt-labs/guild-oss-tooling +dev_requirements.txt @dbt-labs/guild-oss-tooling +/core/setup.py @dbt-labs/guild-oss-tooling +/core/MANIFEST.in @dbt-labs/guild-oss-tooling ### ADAPTERS @@ -60,6 +40,7 @@ # Postgres plugin /plugins/ @dbt-labs/core-adapters +/plugins/postgres/setup.py @dbt-labs/core-adapters @dbt-labs/guild-oss-tooling # Functional tests for adapter plugins /tests/adapter @dbt-labs/core-adapters @@ -71,5 +52,9 @@ # Perf regression testing framework # This excludes the test project files itself since those aren't specific # framework changes (excluded by not setting an owner next to it- no owner) -/performance @nathaniel-may +/performance @nathaniel-may /performance/projects + +### ARTIFACTS + +/schemas/dbt @dbt-labs/cloud-artifacts diff --git a/.github/ISSUE_TEMPLATE/implementation-ticket.yml b/.github/ISSUE_TEMPLATE/implementation-ticket.yml new file mode 100644 index 00000000000..e5bfaaa45e5 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/implementation-ticket.yml @@ -0,0 +1,58 @@ +name: 🛠️ Implementation +description: This is an implementation ticket intended for use by the maintainers of dbt-core +title: "[] " +labels: ["user docs"] +body: + - type: markdown + attributes: + value: This is an implementation ticket intended for use by the maintainers of dbt-core + - type: checkboxes + attributes: + label: Housekeeping + description: > + A couple friendly reminders: + 1. Remove the `user docs` label if the scope of this work does not require changes to https://docs.getdbt.com/docs: no end-user interface (e.g. yml spec, CLI, error messages, etc) or functional changes + 2. Link any blocking issues in the "Blocked on" field under the "Core devs & maintainers" project. + options: + - label: I am a maintainer of dbt-core + required: true + - type: textarea + attributes: + label: Short description + description: | + Describe the scope of the ticket, a high-level implementation approach and any tradeoffs to consider + validations: + required: true + - type: textarea + attributes: + label: Acceptance criteria + description: | + What is the definition of done for this ticket? Include any relevant edge cases and/or test cases + validations: + required: true + - type: textarea + attributes: + label: Impact to Other Teams + description: | + Will this change impact other teams? Include details of the kinds of changes required (new tests, code changes, related tickets) and _add the relevant `Impact:[team]` label_. + placeholder: | + Example: This change impacts `dbt-redshift` because the tests will need to be modified. The `Impact:[Adapter]` label has been added. + validations: + required: true + - type: textarea + attributes: + label: Will backports be required? + description: | + Will this change need to be backported to previous versions? Add details, possible blockers to backporting and _add the relevant backport labels `backport 1.x.latest`_ + placeholder: | + Example: Backport to 1.6.latest, 1.5.latest and 1.4.latest. Since 1.4 isn't using click, the backport may be complicated. The `backport 1.6.latest`, `backport 1.5.latest` and `backport 1.4.latest` labels have been added. + validations: + required: true + - type: textarea + attributes: + label: Context + description: | + Provide the "why", motivation, and alternative approaches considered -- linking to previous refinement issues, spikes, Notion docs as appropriate + validations: + validations: + required: false diff --git a/.github/_README.md b/.github/_README.md index f624fc5fec6..2ba8e7357fa 100644 --- a/.github/_README.md +++ b/.github/_README.md @@ -197,7 +197,7 @@ ___ ```yaml - name: Configure AWS credentials from Test account - uses: aws-actions/configure-aws-credentials@v1 + uses: aws-actions/configure-aws-credentials@v2 with: aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} diff --git a/.github/actions/latest-wrangler/README.md b/.github/actions/latest-wrangler/README.md index 9d5033259c0..110f9085f62 100644 --- a/.github/actions/latest-wrangler/README.md +++ b/.github/actions/latest-wrangler/README.md @@ -35,7 +35,7 @@ jobs: build: runs-on: ubuntu-latest steps: - - uses: actions/checkout@v1 + - uses: actions/checkout@v3 - name: Wrangle latest tag id: is_latest uses: ./.github/actions/latest-wrangler diff --git a/.github/actions/latest-wrangler/examples/example_workflow.yml b/.github/actions/latest-wrangler/examples/example_workflow.yml index 66b171c434b..b9ac05ad73a 100644 --- a/.github/actions/latest-wrangler/examples/example_workflow.yml +++ b/.github/actions/latest-wrangler/examples/example_workflow.yml @@ -13,7 +13,7 @@ jobs: build: runs-on: ubuntu-latest steps: - - uses: actions/checkout@v1 + - uses: actions/checkout@v3 - name: Wrangle latest tag id: is_latest uses: ./.github/actions/latest-wrangler diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md index 20f6637ba7a..f3eb6fbf40f 100644 --- a/.github/pull_request_template.md +++ b/.github/pull_request_template.md @@ -4,20 +4,29 @@ resolves # Include the number of the issue addressed by this PR above if applicable. PRs for code changes without an associated issue *will not be merged*. See CONTRIBUTING.md for more information. + + Add the `user docs` label to this PR if it will need docs changes. An + issue will get opened in docs.getdbt.com upon successful merge of this PR. +--> + +### Problem + +<!--- + Describe the problem this PR is solving. What is the application state + before this PR is merged? --> -### Description +### Solution <!--- - Describe the Pull Request here. Add any references and info to help reviewers - understand your changes. Include any tradeoffs you considered. + Describe the way this PR solves the above problem. Add as much detail as you + can to help reviewers understand your changes. Include any alternatives and + tradeoffs you considered. --> ### Checklist -- [ ] I have read [the contributing guide](https://github.com/dbt-labs/dbt-core/blob/main/CONTRIBUTING.md) and understand what's expected of me -- [ ] I have signed the [CLA](https://docs.getdbt.com/docs/contributor-license-agreements) -- [ ] I have run this code in development and it appears to resolve the stated issue +- [ ] I have read [the contributing guide](https://github.com/dbt-labs/dbt-core/blob/main/CONTRIBUTING.md) and understand what's expected of me +- [ ] I have run this code in development and it appears to resolve the stated issue - [ ] This PR includes tests, or tests are not required/relevant for this PR -- [ ] I have [opened an issue to add/update docs](https://github.com/dbt-labs/docs.getdbt.com/issues/new/choose), or docs changes are not required/relevant for this PR -- [ ] I have run `changie new` to [create a changelog entry](https://github.com/dbt-labs/dbt-core/blob/main/CONTRIBUTING.md#adding-a-changelog-entry) +- [ ] This PR has no interface changes (e.g. macros, cli, logs, json artifacts, config files, adapter interface, etc) or this PR has already received feedback and approval from Product or DX diff --git a/.github/workflows/backport.yml b/.github/workflows/backport.yml index d5c7fffed59..1cbfb7a66a0 100644 --- a/.github/workflows/backport.yml +++ b/.github/workflows/backport.yml @@ -35,6 +35,6 @@ jobs: github.event.pull_request.merged && contains(github.event.label.name, 'backport') steps: - - uses: tibdex/backport@v2.0.2 + - uses: tibdex/backport@v2.0.3 with: github_token: ${{ secrets.GITHUB_TOKEN }} diff --git a/.github/workflows/bot-changelog.yml b/.github/workflows/bot-changelog.yml index c6d2a1507a3..07e978d6229 100644 --- a/.github/workflows/bot-changelog.yml +++ b/.github/workflows/bot-changelog.yml @@ -50,7 +50,7 @@ jobs: - name: Create and commit changelog on bot PR if: ${{ contains(github.event.pull_request.labels.*.name, matrix.label) }} id: bot_changelog - uses: emmyoop/changie_bot@v1.0.1 + uses: emmyoop/changie_bot@v1.1.0 with: GITHUB_TOKEN: ${{ secrets.FISHTOWN_BOT_PAT }} commit_author_name: "Github Build Bot" diff --git a/.github/workflows/changelog-existence.yml b/.github/workflows/changelog-existence.yml index 7be8c1accb5..83c4056d01a 100644 --- a/.github/workflows/changelog-existence.yml +++ b/.github/workflows/changelog-existence.yml @@ -2,10 +2,8 @@ # Checks that a file has been committed under the /.changes directory # as a new CHANGELOG entry. Cannot check for a specific filename as # it is dynamically generated by change type and timestamp. -# This workflow should not require any secrets since it runs for PRs -# from forked repos. -# By default, secrets are not passed to workflows running from -# a forked repo. +# This workflow runs on pull_request_target because it requires +# secrets to post comments. # **why?** # Ensure code change gets reflected in the CHANGELOG. @@ -19,7 +17,7 @@ name: Check Changelog Entry on: - pull_request: + pull_request_target: types: [opened, reopened, labeled, unlabeled, synchronize] workflow_dispatch: diff --git a/.github/workflows/docs-issue.yml b/.github/workflows/docs-issue.yml new file mode 100644 index 00000000000..b518b118d2e --- /dev/null +++ b/.github/workflows/docs-issue.yml @@ -0,0 +1,36 @@ +# **what?** +# Open an issue in docs.getdbt.com when a PR is labeled `user docs` + +# **why?** +# To reduce barriers for keeping docs up to date + +# **when?** +# When a PR is labeled `user docs` and is merged. Runs on pull_request_target to run off the workflow already merged, +# not the workflow that existed on the PR branch. This allows old PRs to get comments. + + +name: Open issues in docs.getdbt.com repo when a PR is labeled +run-name: "Open an issue in docs.getdbt.com for PR #${{ github.event.pull_request.number }}" + +on: + pull_request_target: + types: [labeled, closed] + +defaults: + run: + shell: bash + +permissions: + issues: write # opens new issues + pull-requests: write # comments on PRs + + +jobs: + open_issues: + if: contains( github.event.pull_request.labels.*.name, 'user docs') && github.event.pull_request.merged == true + uses: dbt-labs/actions/.github/workflows/open-issue-in-repo.yml@main + with: + issue_repository: "dbt-labs/docs.getdbt.com" + issue_title: "Docs Changes Needed from ${{ github.event.repository.name }} PR #${{ github.event.pull_request.number }}" + issue_body: "At a minimum, update body to include a link to the page on docs.getdbt.com requiring updates and what part(s) of the page you would like to see updated." + secrets: inherit diff --git a/.github/workflows/jira-creation.yml b/.github/workflows/jira-creation.yml index b4016befce0..79936a93a85 100644 --- a/.github/workflows/jira-creation.yml +++ b/.github/workflows/jira-creation.yml @@ -18,8 +18,8 @@ permissions: issues: write jobs: - call-label-action: - uses: dbt-labs/jira-actions/.github/workflows/jira-creation.yml@main + call-creation-action: + uses: dbt-labs/actions/.github/workflows/jira-creation-actions.yml@main secrets: JIRA_BASE_URL: ${{ secrets.JIRA_BASE_URL }} JIRA_USER_EMAIL: ${{ secrets.JIRA_USER_EMAIL }} diff --git a/.github/workflows/jira-label.yml b/.github/workflows/jira-label.yml index 3da2e3a3867..b39349170b4 100644 --- a/.github/workflows/jira-label.yml +++ b/.github/workflows/jira-label.yml @@ -19,7 +19,7 @@ permissions: jobs: call-label-action: - uses: dbt-labs/jira-actions/.github/workflows/jira-label.yml@main + uses: dbt-labs/actions/.github/workflows/jira-label-actions.yml@main secrets: JIRA_BASE_URL: ${{ secrets.JIRA_BASE_URL }} JIRA_USER_EMAIL: ${{ secrets.JIRA_USER_EMAIL }} diff --git a/.github/workflows/jira-transition.yml b/.github/workflows/jira-transition.yml index 23e2dc8a996..563d8197a8a 100644 --- a/.github/workflows/jira-transition.yml +++ b/.github/workflows/jira-transition.yml @@ -19,8 +19,8 @@ on: permissions: read-all jobs: - call-label-action: - uses: dbt-labs/jira-actions/.github/workflows/jira-transition.yml@main + call-transition-action: + uses: dbt-labs/actions/.github/workflows/jira-transition-actions.yml@main secrets: JIRA_BASE_URL: ${{ secrets.JIRA_BASE_URL }} JIRA_USER_EMAIL: ${{ secrets.JIRA_USER_EMAIL }} diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 4320797dfcf..a1a12d41514 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -33,6 +33,11 @@ defaults: run: shell: bash +# top-level adjustments can be made here +env: + # number of parallel processes to spawn for python integration testing + PYTHON_INTEGRATION_TEST_WORKERS: 5 + jobs: code-quality: name: code-quality @@ -45,7 +50,7 @@ jobs: uses: actions/checkout@v3 - name: Set up Python - uses: actions/setup-python@v4.3.0 + uses: actions/setup-python@v4 with: python-version: '3.8' @@ -69,18 +74,17 @@ jobs: strategy: fail-fast: false matrix: - python-version: ["3.7", "3.8", "3.9", "3.10", "3.11"] + python-version: ["3.8", "3.9", "3.10", "3.11"] env: TOXENV: "unit" - PYTEST_ADDOPTS: "-v --color=yes --csv unit_results.csv" steps: - name: Check out the repository uses: actions/checkout@v3 - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v4.3.0 + uses: actions/setup-python@v4 with: python-version: ${{ matrix.python-version }} @@ -101,43 +105,80 @@ jobs: CURRENT_DATE=$(date +'%Y-%m-%dT%H_%M_%S') # no colons allowed for artifacts echo "date=$CURRENT_DATE" >> $GITHUB_OUTPUT - - uses: actions/upload-artifact@v3 - if: always() + - name: Upload Unit Test Coverage to Codecov + if: ${{ matrix.python-version == '3.11' }} + uses: codecov/codecov-action@v3 with: - name: unit_results_${{ matrix.python-version }}-${{ steps.date.outputs.date }}.csv - path: unit_results.csv + token: ${{ secrets.CODECOV_TOKEN }} + flags: unit + + integration-metadata: + name: integration test metadata generation + runs-on: ubuntu-latest + outputs: + split-groups: ${{ steps.generate-split-groups.outputs.split-groups }} + include: ${{ steps.generate-include.outputs.include }} + + steps: + - name: generate split-groups + id: generate-split-groups + run: | + MATRIX_JSON="[" + for B in $(seq 1 ${{ env.PYTHON_INTEGRATION_TEST_WORKERS }}); do + MATRIX_JSON+=$(sed 's/^/"/;s/$/"/' <<< "${B}") + done + MATRIX_JSON="${MATRIX_JSON//\"\"/\", \"}" + MATRIX_JSON+="]" + echo "split-groups=${MATRIX_JSON}" + echo "split-groups=${MATRIX_JSON}" >> $GITHUB_OUTPUT + + - name: generate include + id: generate-include + run: | + INCLUDE=('"python-version":"3.8","os":"windows-latest"' '"python-version":"3.8","os":"macos-latest"' ) + INCLUDE_GROUPS="[" + for include in ${INCLUDE[@]}; do + for group in $(seq 1 ${{ env.PYTHON_INTEGRATION_TEST_WORKERS }}); do + INCLUDE_GROUPS+=$(sed 's/$/, /' <<< "{\"split-group\":\"${group}\",${include}}") + done + done + INCLUDE_GROUPS=$(echo $INCLUDE_GROUPS | sed 's/,*$//g') + INCLUDE_GROUPS+="]" + echo "include=${INCLUDE_GROUPS}" + echo "include=${INCLUDE_GROUPS}" >> $GITHUB_OUTPUT integration: - name: integration test / python ${{ matrix.python-version }} / ${{ matrix.os }} + name: (${{ matrix.split-group }}) integration test / python ${{ matrix.python-version }} / ${{ matrix.os }} runs-on: ${{ matrix.os }} - timeout-minutes: 45 - + timeout-minutes: 30 + needs: + - integration-metadata strategy: fail-fast: false matrix: - python-version: ["3.7", "3.8", "3.9", "3.10", "3.11"] + python-version: ["3.8", "3.9", "3.10", "3.11"] os: [ubuntu-20.04] - include: - - python-version: 3.8 - os: windows-latest - - python-version: 3.8 - os: macos-latest - + split-group: ${{ fromJson(needs.integration-metadata.outputs.split-groups) }} + include: ${{ fromJson(needs.integration-metadata.outputs.include) }} env: TOXENV: integration - PYTEST_ADDOPTS: "-v --color=yes -n4 --csv integration_results.csv" DBT_INVOCATION_ENV: github-actions DBT_TEST_USER_1: dbt_test_user_1 DBT_TEST_USER_2: dbt_test_user_2 DBT_TEST_USER_3: dbt_test_user_3 + DD_CIVISIBILITY_AGENTLESS_ENABLED: true + DD_API_KEY: ${{ secrets.DATADOG_API_KEY }} + DD_SITE: datadoghq.com + DD_ENV: ci + DD_SERVICE: ${{ github.event.repository.name }} steps: - name: Check out the repository uses: actions/checkout@v3 - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v4.3.0 + uses: actions/setup-python@v4 with: python-version: ${{ matrix.python-version }} @@ -161,7 +202,9 @@ jobs: tox --version - name: Run tests - run: tox + run: tox -- --ddtrace + env: + PYTEST_ADDOPTS: ${{ format('--splits {0} --group {1}', env.PYTHON_INTEGRATION_TEST_WORKERS, matrix.split-group) }} - name: Get current date if: always() @@ -176,11 +219,29 @@ jobs: name: logs_${{ matrix.python-version }}_${{ matrix.os }}_${{ steps.date.outputs.date }} path: ./logs - - uses: actions/upload-artifact@v3 - if: always() + - name: Upload Integration Test Coverage to Codecov + if: ${{ matrix.python-version == '3.11' }} + uses: codecov/codecov-action@v3 with: - name: integration_results_${{ matrix.python-version }}_${{ matrix.os }}_${{ steps.date.outputs.date }}.csv - path: integration_results.csv + token: ${{ secrets.CODECOV_TOKEN }} + flags: integration + + integration-report: + if: ${{ always() }} + name: Integration Test Suite + runs-on: ubuntu-latest + needs: integration + steps: + - name: "Integration Tests Failed" + if: ${{ contains(needs.integration.result, 'failure') || contains(needs.integration.result, 'cancelled') }} + # when this is true the next step won't execute + run: | + echo "::notice title='Integration test suite failed'" + exit 1 + + - name: "Integration Tests Passed" + run: | + echo "::notice title='Integration test suite passed'" build: name: build packages @@ -192,7 +253,7 @@ jobs: uses: actions/checkout@v3 - name: Set up Python - uses: actions/setup-python@v4.3.0 + uses: actions/setup-python@v4 with: python-version: '3.8' diff --git a/.github/workflows/model_performance.yml b/.github/workflows/model_performance.yml new file mode 100644 index 00000000000..869fa0b2fc6 --- /dev/null +++ b/.github/workflows/model_performance.yml @@ -0,0 +1,265 @@ +# **what?** +# This workflow models the performance characteristics of a point in time in dbt. +# It runs specific dbt commands on committed projects multiple times to create and +# commit information about the distribution to the current branch. For more information +# see the readme in the performance module at /performance/README.md. +# +# **why?** +# When developing new features, we can take quick performance samples and compare +# them against the commited baseline measurements produced by this workflow to detect +# some performance regressions at development time before they reach users. +# +# **when?** +# This is only run once directly after each release (for non-prereleases). If for some +# reason the results of a run are not satisfactory, it can also be triggered manually. + +name: Model Performance Characteristics + +on: + # runs after non-prereleases are published. + release: + types: [released] + # run manually from the actions tab + workflow_dispatch: + inputs: + release_id: + description: 'dbt version to model (must be non-prerelease in Pypi)' + type: string + required: true + +env: + RUNNER_CACHE_PATH: performance/runner/target/release/runner + +# both jobs need to write +permissions: + contents: write + pull-requests: write + +jobs: + set-variables: + name: Setting Variables + runs-on: ubuntu-latest + outputs: + cache_key: ${{ steps.variables.outputs.cache_key }} + release_id: ${{ steps.semver.outputs.base-version }} + release_branch: ${{ steps.variables.outputs.release_branch }} + steps: + + # explicitly checkout the performance runner from main regardless of which + # version we are modeling. + - name: Checkout + uses: actions/checkout@v3 + with: + ref: main + + - name: Parse version into parts + id: semver + uses: dbt-labs/actions/parse-semver@v1 + with: + version: ${{ github.event.inputs.release_id || github.event.release.tag_name }} + + # collect all the variables that need to be used in subsequent jobs + - name: Set variables + id: variables + run: | + # create a cache key that will be used in the next job. without this the + # next job would have to checkout from main and hash the files itself. + echo "cache_key=${{ runner.os }}-${{ hashFiles('performance/runner/Cargo.toml')}}-${{ hashFiles('performance/runner/src/*') }}" >> $GITHUB_OUTPUT + + branch_name="${{steps.semver.outputs.major}}.${{steps.semver.outputs.minor}}.latest" + echo "release_branch=$branch_name" >> $GITHUB_OUTPUT + echo "release branch is inferred to be ${branch_name}" + + latest-runner: + name: Build or Fetch Runner + runs-on: ubuntu-latest + needs: [set-variables] + env: + RUSTFLAGS: "-D warnings" + steps: + - name: '[DEBUG] print variables' + run: | + echo "all variables defined in set-variables" + echo "cache_key: ${{ needs.set-variables.outputs.cache_key }}" + echo "release_id: ${{ needs.set-variables.outputs.release_id }}" + echo "release_branch: ${{ needs.set-variables.outputs.release_branch }}" + + # explicitly checkout the performance runner from main regardless of which + # version we are modeling. + - name: Checkout + uses: actions/checkout@v3 + with: + ref: main + + # attempts to access a previously cached runner + - uses: actions/cache@v3 + id: cache + with: + path: ${{ env.RUNNER_CACHE_PATH }} + key: ${{ needs.set-variables.outputs.cache_key }} + + - name: Fetch Rust Toolchain + if: steps.cache.outputs.cache-hit != 'true' + uses: actions-rs/toolchain@v1 + with: + profile: minimal + toolchain: stable + override: true + + - name: Add fmt + if: steps.cache.outputs.cache-hit != 'true' + run: rustup component add rustfmt + + - name: Cargo fmt + if: steps.cache.outputs.cache-hit != 'true' + uses: actions-rs/cargo@v1 + with: + command: fmt + args: --manifest-path performance/runner/Cargo.toml --all -- --check + + - name: Test + if: steps.cache.outputs.cache-hit != 'true' + uses: actions-rs/cargo@v1 + with: + command: test + args: --manifest-path performance/runner/Cargo.toml + + - name: Build (optimized) + if: steps.cache.outputs.cache-hit != 'true' + uses: actions-rs/cargo@v1 + with: + command: build + args: --release --manifest-path performance/runner/Cargo.toml + # the cache action automatically caches this binary at the end of the job + + model: + # depends on `latest-runner` as a separate job so that failures in this job do not prevent + # a successfully tested and built binary from being cached. + needs: [set-variables, latest-runner] + name: Model a release + runs-on: ubuntu-latest + steps: + + - name: '[DEBUG] print variables' + run: | + echo "all variables defined in set-variables" + echo "cache_key: ${{ needs.set-variables.outputs.cache_key }}" + echo "release_id: ${{ needs.set-variables.outputs.release_id }}" + echo "release_branch: ${{ needs.set-variables.outputs.release_branch }}" + + - name: Setup Python + uses: actions/setup-python@v4 + with: + python-version: "3.8" + + - name: Install dbt + run: pip install dbt-postgres==${{ needs.set-variables.outputs.release_id }} + + - name: Install Hyperfine + run: wget https://github.com/sharkdp/hyperfine/releases/download/v1.11.0/hyperfine_1.11.0_amd64.deb && sudo dpkg -i hyperfine_1.11.0_amd64.deb + + # explicitly checkout main to get the latest project definitions + - name: Checkout + uses: actions/checkout@v3 + with: + ref: main + + # this was built in the previous job so it will be there. + - name: Fetch Runner + uses: actions/cache@v3 + id: cache + with: + path: ${{ env.RUNNER_CACHE_PATH }} + key: ${{ needs.set-variables.outputs.cache_key }} + + - name: Move Runner + run: mv performance/runner/target/release/runner performance/app + + - name: Change Runner Permissions + run: chmod +x ./performance/app + + - name: '[DEBUG] ls baseline directory before run' + run: ls -R performance/baselines/ + + # `${{ github.workspace }}` is used to pass the absolute path + - name: Create directories + run: | + mkdir ${{ github.workspace }}/performance/tmp/ + mkdir -p performance/baselines/${{ needs.set-variables.outputs.release_id }}/ + + # Run modeling with taking 20 samples + - name: Run Measurement + run: | + performance/app model -v ${{ needs.set-variables.outputs.release_id }} -b ${{ github.workspace }}/performance/baselines/ -p ${{ github.workspace }}/performance/projects/ -t ${{ github.workspace }}/performance/tmp/ -n 20 + + - name: '[DEBUG] ls baseline directory after run' + run: ls -R performance/baselines/ + + - uses: actions/upload-artifact@v3 + with: + name: baseline + path: performance/baselines/${{ needs.set-variables.outputs.release_id }}/ + + create-pr: + name: Open PR for ${{ matrix.base-branch }} + + # depends on `model` as a separate job so that the baseline can be committed to more than one branch + # i.e. release branch and main + needs: [set-variables, latest-runner, model] + runs-on: ubuntu-latest + + strategy: + matrix: + include: + - base-branch: refs/heads/main + target-branch: performance-bot/main_${{ needs.set-variables.outputs.release_id }}_${{GITHUB.RUN_ID}} + - base-branch: refs/heads/${{ needs.set-variables.outputs.release_branch }} + target-branch: performance-bot/release_${{ needs.set-variables.outputs.release_id }}_${{GITHUB.RUN_ID}} + + steps: + - name: '[DEBUG] print variables' + run: | + echo "all variables defined in set-variables" + echo "cache_key: ${{ needs.set-variables.outputs.cache_key }}" + echo "release_id: ${{ needs.set-variables.outputs.release_id }}" + echo "release_branch: ${{ needs.set-variables.outputs.release_branch }}" + + - name: Checkout + uses: actions/checkout@v3 + with: + ref: ${{ matrix.base-branch }} + + - name: Create PR branch + run: | + git checkout -b ${{ matrix.target-branch }} + git push origin ${{ matrix.target-branch }} + git branch --set-upstream-to=origin/${{ matrix.target-branch }} ${{ matrix.target-branch }} + + - uses: actions/download-artifact@v3 + with: + name: baseline + path: performance/baselines/${{ needs.set-variables.outputs.release_id }} + + - name: '[DEBUG] ls baselines after artifact download' + run: ls -R performance/baselines/ + + - name: Commit baseline + uses: EndBug/add-and-commit@v9 + with: + add: 'performance/baselines/*' + author_name: 'Github Build Bot' + author_email: 'buildbot@fishtownanalytics.com' + message: 'adding performance baseline for ${{ needs.set-variables.outputs.release_id }}' + push: 'origin origin/${{ matrix.target-branch }}' + + - name: Create Pull Request + uses: peter-evans/create-pull-request@v5 + with: + author: 'Github Build Bot <buildbot@fishtownanalytics.com>' + base: ${{ matrix.base-branch }} + branch: '${{ matrix.target-branch }}' + title: 'Adding performance modeling for ${{needs.set-variables.outputs.release_id}} to ${{ matrix.base-branch }}' + body: 'Committing perf results for tracking for the ${{needs.set-variables.outputs.release_id}}' + labels: | + Skip Changelog + Performance diff --git a/.github/workflows/release-branch-tests.yml b/.github/workflows/release-branch-tests.yml index b31a7c8c3b1..8e8b13701df 100644 --- a/.github/workflows/release-branch-tests.yml +++ b/.github/workflows/release-branch-tests.yml @@ -1,11 +1,7 @@ # **what?** # The purpose of this workflow is to trigger CI to run for each # release branch and main branch on a regular cadence. If the CI workflow -# fails for a branch, it will post to dev-core-alerts to raise awareness. -# The 'aurelien-baudet/workflow-dispatch' Action triggers the existing -# CI worklow file on the given branch to run so that even if we change the -# CI workflow file in the future, the one that is tailored for the given -# release branch will be used. +# fails for a branch, it will post to #dev-core-alerts to raise awareness. # **why?** # Ensures release branches and main are always shippable and not broken. @@ -28,63 +24,8 @@ on: permissions: read-all jobs: - fetch-latest-branches: - runs-on: ubuntu-latest - - outputs: - latest-branches: ${{ steps.get-latest-branches.outputs.repo-branches }} - - steps: - - name: "Fetch dbt-core Latest Branches" - uses: dbt-labs/actions/fetch-repo-branches@v1.1.1 - id: get-latest-branches - with: - repo_name: ${{ github.event.repository.name }} - organization: "dbt-labs" - pat: ${{ secrets.GITHUB_TOKEN }} - fetch_protected_branches_only: true - regex: "^1.[0-9]+.latest$" - perform_match_method: "match" - retries: 3 - - - name: "[ANNOTATION] ${{ github.event.repository.name }} - branches to test" - run: | - title="${{ github.event.repository.name }} - branches to test" - message="The workflow will run tests for the following branches of the ${{ github.event.repository.name }} repo: ${{ steps.get-latest-branches.outputs.repo-branches }}" - echo "::notice $title::$message" - - kick-off-ci: - needs: [fetch-latest-branches] - name: Kick-off CI - runs-on: ubuntu-latest - - strategy: - # must run CI 1 branch at a time b/c the workflow-dispatch Action polls for - # latest run for results and it gets confused when we kick off multiple runs - # at once. There is a race condition so we will just run in sequential order. - max-parallel: 1 - fail-fast: false - matrix: - branch: ${{ fromJSON(needs.fetch-latest-branches.outputs.latest-branches) }} - include: - - branch: 'main' - - steps: - - name: Call CI workflow for ${{ matrix.branch }} branch - id: trigger-step - uses: aurelien-baudet/workflow-dispatch@v2.1.1 - with: - workflow: main.yml - ref: ${{ matrix.branch }} - token: ${{ secrets.FISHTOWN_BOT_PAT }} - - - name: Post failure to Slack - uses: ravsamhq/notify-slack-action@v1 - if: ${{ always() && !contains(steps.trigger-step.outputs.workflow-conclusion,'success') }} - with: - status: ${{ job.status }} - notification_title: 'dbt-core scheduled run of "${{ matrix.branch }}" branch not successful' - message_format: ':x: CI on branch "${{ matrix.branch }}" ${{ steps.trigger-step.outputs.workflow-conclusion }}' - footer: 'Linked failed CI run ${{ steps.trigger-step.outputs.workflow-url }}' - env: - SLACK_WEBHOOK_URL: ${{ secrets.SLACK_DEV_CORE_ALERTS }} + run_tests: + uses: dbt-labs/actions/.github/workflows/release-branch-tests.yml@main + with: + workflows_to_run: '["main.yml"]' + secrets: inherit diff --git a/.github/workflows/release-docker.yml b/.github/workflows/release-docker.yml index ea36594c1b6..7e33e9a636e 100644 --- a/.github/workflows/release-docker.yml +++ b/.github/workflows/release-docker.yml @@ -44,6 +44,7 @@ jobs: steps: - name: "[DEBUG] Print Variables" + run: | echo "All variables defined as inputs" echo "The package: ${{ inputs.package }}" @@ -90,7 +91,7 @@ jobs: echo "build_arg_value=$BUILD_ARG_VALUE" >> $GITHUB_OUTPUT - name: Log in to the GHCR - uses: docker/login-action@v1 + uses: docker/login-action@v2 with: registry: ghcr.io username: ${{ github.actor }} diff --git a/.github/workflows/schema-check.yml b/.github/workflows/schema-check.yml index 44c641c5718..9577401e3e6 100644 --- a/.github/workflows/schema-check.yml +++ b/.github/workflows/schema-check.yml @@ -37,17 +37,17 @@ jobs: steps: - name: Set up Python - uses: actions/setup-python@v2 + uses: actions/setup-python@v4 with: python-version: 3.8 - name: Checkout dbt repo - uses: actions/checkout@v2.3.4 + uses: actions/checkout@v3 with: path: ${{ env.DBT_REPO_DIRECTORY }} - name: Checkout schemas.getdbt.com repo - uses: actions/checkout@v2.3.4 + uses: actions/checkout@v3 with: repository: dbt-labs/schemas.getdbt.com ref: 'main' @@ -83,7 +83,7 @@ jobs: fi - name: Upload schema diff - uses: actions/upload-artifact@v2.2.4 + uses: actions/upload-artifact@v3 if: ${{ failure() }} with: name: 'schema_schanges.txt' diff --git a/.github/workflows/structured-logging-schema-check.yml b/.github/workflows/structured-logging-schema-check.yml index f4d7239a2de..745d0a1619f 100644 --- a/.github/workflows/structured-logging-schema-check.yml +++ b/.github/workflows/structured-logging-schema-check.yml @@ -18,11 +18,41 @@ on: permissions: read-all +# top-level adjustments can be made here +env: + # number of parallel processes to spawn for python testing + PYTHON_INTEGRATION_TEST_WORKERS: 5 + jobs: + integration-metadata: + name: integration test metadata generation + runs-on: ubuntu-latest + outputs: + split-groups: ${{ steps.generate-split-groups.outputs.split-groups }} + + steps: + - name: generate split-groups + id: generate-split-groups + run: | + MATRIX_JSON="[" + for B in $(seq 1 ${{ env.PYTHON_INTEGRATION_TEST_WORKERS }}); do + MATRIX_JSON+=$(sed 's/^/"/;s/$/"/' <<< "${B}") + done + MATRIX_JSON="${MATRIX_JSON//\"\"/\", \"}" + MATRIX_JSON+="]" + echo "split-groups=${MATRIX_JSON}" >> $GITHUB_OUTPUT + # run the performance measurements on the current or default branch test-schema: name: Test Log Schema runs-on: ubuntu-20.04 + timeout-minutes: 30 + needs: + - integration-metadata + strategy: + fail-fast: false + matrix: + split-group: ${{ fromJson(needs.integration-metadata.outputs.split-groups) }} env: # turns warnings into errors RUSTFLAGS: "-D warnings" @@ -39,12 +69,12 @@ jobs: steps: - name: checkout dev - uses: actions/checkout@v2 + uses: actions/checkout@v3 with: persist-credentials: false - name: Setup Python - uses: actions/setup-python@v2.2.2 + uses: actions/setup-python@v4 with: python-version: "3.8" @@ -65,3 +95,14 @@ jobs: # we actually care if these pass, because the normal test run doesn't usually include many json log outputs - name: Run integration tests run: tox -e integration -- -nauto + env: + PYTEST_ADDOPTS: ${{ format('--splits {0} --group {1}', env.PYTHON_INTEGRATION_TEST_WORKERS, matrix.split-group) }} + + test-schema-report: + name: Log Schema Test Suite + runs-on: ubuntu-latest + needs: test-schema + steps: + - name: "[Notification] Log test suite passes" + run: | + echo "::notice title="Log test suite passes"" diff --git a/.github/workflows/test-repeater.yml b/.github/workflows/test-repeater.yml new file mode 100644 index 00000000000..e414792140c --- /dev/null +++ b/.github/workflows/test-repeater.yml @@ -0,0 +1,155 @@ +# **what?** +# This workflow will test all test(s) at the input path given number of times to determine if it's flaky or not. You can test with any supported OS/Python combination. +# This is batched in 10 to allow more test iterations faster. + +# **why?** +# Testing if a test is flaky and if a previously flaky test has been fixed. This allows easy testing on supported python versions and OS combinations. + +# **when?** +# This is triggered manually from dbt-core. + +name: Flaky Tester + +on: + workflow_dispatch: + inputs: + branch: + description: 'Branch to check out' + type: string + required: true + default: 'main' + test_path: + description: 'Path to single test to run (ex: tests/functional/retry/test_retry.py::TestRetry::test_fail_fast)' + type: string + required: true + default: 'tests/functional/...' + python_version: + description: 'Version of Python to Test Against' + type: choice + options: + - '3.8' + - '3.9' + - '3.10' + - '3.11' + os: + description: 'OS to run test in' + type: choice + options: + - 'ubuntu-latest' + - 'macos-latest' + - 'windows-latest' + num_runs_per_batch: + description: 'Max number of times to run the test per batch. We always run 10 batches.' + type: number + required: true + default: '50' + +permissions: read-all + +defaults: + run: + shell: bash + +jobs: + debug: + runs-on: ubuntu-latest + steps: + - name: "[DEBUG] Output Inputs" + run: | + echo "Branch: ${{ inputs.branch }}" + echo "test_path: ${{ inputs.test_path }}" + echo "python_version: ${{ inputs.python_version }}" + echo "os: ${{ inputs.os }}" + echo "num_runs_per_batch: ${{ inputs.num_runs_per_batch }}" + + pytest: + runs-on: ${{ inputs.os }} + strategy: + # run all batches, even if one fails. This informs how flaky the test may be. + fail-fast: false + # using a matrix to speed up the jobs since the matrix will run in parallel when runners are available + matrix: + batch: ["1", "2", "3", "4", "5", "6", "7", "8", "9", "10"] + env: + PYTEST_ADDOPTS: "-v --color=yes -n4 --csv integration_results.csv" + DBT_TEST_USER_1: dbt_test_user_1 + DBT_TEST_USER_2: dbt_test_user_2 + DBT_TEST_USER_3: dbt_test_user_3 + DD_CIVISIBILITY_AGENTLESS_ENABLED: true + DD_API_KEY: ${{ secrets.DATADOG_API_KEY }} + DD_SITE: datadoghq.com + DD_ENV: ci + DD_SERVICE: ${{ github.event.repository.name }} + + steps: + - name: "Checkout code" + uses: actions/checkout@v3 + with: + ref: ${{ inputs.branch }} + + - name: "Setup Python" + uses: actions/setup-python@v4 + with: + python-version: "${{ inputs.python_version }}" + + - name: "Setup Dev Environment" + run: make dev + + - name: "Set up postgres (linux)" + if: inputs.os == 'ubuntu-latest' + run: make setup-db + + # mac and windows don't use make due to limitations with docker with those runners in GitHub + - name: "Set up postgres (macos)" + if: inputs.os == 'macos-latest' + uses: ./.github/actions/setup-postgres-macos + + - name: "Set up postgres (windows)" + if: inputs.os == 'windows-latest' + uses: ./.github/actions/setup-postgres-windows + + - name: "Test Command" + id: command + run: | + test_command="python -m pytest ${{ inputs.test_path }}" + echo "test_command=$test_command" >> $GITHUB_OUTPUT + + - name: "Run test ${{ inputs.num_runs_per_batch }} times" + id: pytest + run: | + set +e + for ((i=1; i<=${{ inputs.num_runs_per_batch }}; i++)) + do + echo "Running pytest iteration $i..." + python -m pytest --ddtrace ${{ inputs.test_path }} + exit_code=$? + + if [[ $exit_code -eq 0 ]]; then + success=$((success + 1)) + echo "Iteration $i: Success" + else + failure=$((failure + 1)) + echo "Iteration $i: Failure" + fi + + echo + echo "===========================" + echo "Successful runs: $success" + echo "Failed runs: $failure" + echo "===========================" + echo + done + + echo "failure=$failure" >> $GITHUB_OUTPUT + + - name: "Success and Failure Summary: ${{ inputs.os }}/Python ${{ inputs.python_version }}" + run: | + echo "Batch: ${{ matrix.batch }}" + echo "Successful runs: ${{ steps.pytest.outputs.success }}" + echo "Failed runs: ${{ steps.pytest.outputs.failure }}" + + - name: "Error for Failures" + if: ${{ steps.pytest.outputs.failure }} + run: | + echo "Batch ${{ matrix.batch }} failed ${{ steps.pytest.outputs.failure }} of ${{ inputs.num_runs_per_batch }} tests" + exit 1 diff --git a/.github/workflows/triage-labels.yml b/.github/workflows/triage-labels.yml index a71dc5e1f74..6b8d6a82f26 100644 --- a/.github/workflows/triage-labels.yml +++ b/.github/workflows/triage-labels.yml @@ -24,10 +24,8 @@ permissions: jobs: triage_label: if: contains(github.event.issue.labels.*.name, 'awaiting_response') - runs-on: ubuntu-latest - steps: - - name: initial labeling - uses: andymckay/labeler@master - with: - add-labels: "triage" - remove-labels: "awaiting_response" + uses: dbt-labs/actions/.github/workflows/swap-labels.yml@main + with: + add_label: "triage" + remove_label: "awaiting_response" + secrets: inherit diff --git a/.gitignore b/.gitignore index 8360802f09b..a9bbe77cba9 100644 --- a/.gitignore +++ b/.gitignore @@ -11,6 +11,7 @@ __pycache__/ env*/ dbt_env/ build/ +!tests/functional/build !core/dbt/docs/build develop-eggs/ dist/ @@ -28,6 +29,8 @@ var/ .mypy_cache/ .dmypy.json logs/ +.user.yml +profiles.yml # PyInstaller # Usually these files are written by a python script from a template diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 2c01d584893..b41cac4ae5b 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -37,7 +37,7 @@ repos: alias: flake8-check stages: [manual] - repo: https://github.com/pre-commit/mirrors-mypy - rev: v0.981 + rev: v1.4.1 hooks: - id: mypy # N.B.: Mypy is... a bit fragile. diff --git a/CHANGELOG.md b/CHANGELOG.md index 45347e50b1f..8a45ae40236 100755 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -5,11 +5,115 @@ - "Breaking changes" listed under a version may require action from end users or external maintainers when upgrading to that version. - Do not edit this file directly. This file is auto-generated using [changie](https://github.com/miniscruff/changie). For details on how to document a change, see [the contributing guide](https://github.com/dbt-labs/dbt-core/blob/main/CONTRIBUTING.md#adding-changelog-entry) +## dbt-core 1.7.0-b2 - September 01, 2023 + +### Features + +- Add node attributes related to compilation to run_results.json ([#7519](https://github.com/dbt-labs/dbt-core/issues/7519)) +- Support configuration of semantic models with the addition of enable/disable and group enablement. ([#7968](https://github.com/dbt-labs/dbt-core/issues/7968)) + +### Fixes + +- Add support for swapping materialized views with tables/views and vice versa ([#8449](https://github.com/dbt-labs/dbt-core/issues/8449)) +- Turn breaking changes to contracted models into warnings for unversioned models ([#8384](https://github.com/dbt-labs/dbt-core/issues/8384), [#8282](https://github.com/dbt-labs/dbt-core/issues/8282)) +- Ensure parsing does not break when `window_groupings` is not specified for `non_additive_dimension` ([#8453](https://github.com/dbt-labs/dbt-core/issues/8453)) +- fix ambiguous reference error for tests and versions when model name is duplicated across packages ([#8327](https://github.com/dbt-labs/dbt-core/issues/8327), [#8493](https://github.com/dbt-labs/dbt-core/issues/8493)) +- Fix "Internal Error: Expected node <unique-id> not found in manifest" when depends_on set on ModelNodeArgs ([#8506](https://github.com/dbt-labs/dbt-core/issues/8506)) +- Fix snapshot success message ([#7583](https://github.com/dbt-labs/dbt-core/issues/7583)) + +### Docs + +- Fix newline escapes and improve formatting in docker README ([dbt-docs/#8211](https://github.com/dbt-labs/dbt-docs/issues/8211)) + +### Under the Hood + +- Switch from hologram to mashumaro jsonschema ([#8426](https://github.com/dbt-labs/dbt-core/issues/8426)) +- Re-organize jinja macros: relation-specific in /macros/adapters/relations/<relation>, relation agnostic in /macros/relations ([#8449](https://github.com/dbt-labs/dbt-core/issues/8449)) +- Update typing to meet mypy standards ([#8396](https://github.com/dbt-labs/dbt-core/issues/8396)) +- Mypy errors - adapters/factory.py ([#8387](https://github.com/dbt-labs/dbt-core/issues/8387)) + +### Contributors +- [@jamezrin](https://github.com/jamezrin) ([#8211](https://github.com/dbt-labs/dbt-core/issues/8211)) + + +## dbt-core 1.7.0-b1 - August 17, 2023 + +### Breaking Changes + +- Removed the FirstRunResultError and AfterFirstRunResultError event types, using the existing RunResultError in their place. ([#7963](https://github.com/dbt-labs/dbt-core/issues/7963)) + +### Features + +- Enable re-population of metadata vars post-environment change during programmatic invocation ([#8010](https://github.com/dbt-labs/dbt-core/issues/8010)) +- Added support to configure a delimiter for a seed file, defaults to comma ([#3990](https://github.com/dbt-labs/dbt-core/issues/3990)) +- Allow specification of `create_metric: true` on measures ([#8125](https://github.com/dbt-labs/dbt-core/issues/8125)) + +### Fixes + +- Copy dir during `dbt deps` if symlink fails ([#7428](https://github.com/dbt-labs/dbt-core/issues/7428), [#8223](https://github.com/dbt-labs/dbt-core/issues/8223)) +- Fixed double-underline ([#5301](https://github.com/dbt-labs/dbt-core/issues/5301)) +- Copy target_schema from config into snapshot node ([#6745](https://github.com/dbt-labs/dbt-core/issues/6745)) +- Enable converting deprecation warnings to errors ([#8130](https://github.com/dbt-labs/dbt-core/issues/8130)) +- Add status to Parse Inline Error ([#8173](https://github.com/dbt-labs/dbt-core/issues/8173)) +- Ensure `warn_error_options` get serialized in `invocation_args_dict` ([#7694](https://github.com/dbt-labs/dbt-core/issues/7694)) +- Stop detecting materialization macros based on macro name ([#6231](https://github.com/dbt-labs/dbt-core/issues/6231)) +- Update `dbt deps` download retry logic to handle `EOFError` exceptions ([#6653](https://github.com/dbt-labs/dbt-core/issues/6653)) +- Improve handling of CTE injection with ephemeral models ([#8213](https://github.com/dbt-labs/dbt-core/issues/8213)) +- Fix unbound local variable error in `checked_agg_time_dimension_for_measure` ([#8230](https://github.com/dbt-labs/dbt-core/issues/8230)) +- Ensure runtime errors are raised for graph runnable tasks (compile, show, run, etc) ([#8166](https://github.com/dbt-labs/dbt-core/issues/8166)) +- Fix retry not working with log-file-max-bytes ([#8297](https://github.com/dbt-labs/dbt-core/issues/8297)) +- Detect changes to model access, version, or latest_version in state:modified ([#8189](https://github.com/dbt-labs/dbt-core/issues/8189)) +- Add connection status into list of statuses for dbt debug ([#8350](https://github.com/dbt-labs/dbt-core/issues/8350)) +- fix fqn-selection for external versioned models ([#8374](https://github.com/dbt-labs/dbt-core/issues/8374)) +- Fix: DbtInternalError after model that previously ref'd external model is deleted ([#8375](https://github.com/dbt-labs/dbt-core/issues/8375)) +- Fix using list command with path selector and project-dir ([#8385](https://github.com/dbt-labs/dbt-core/issues/8385)) +- Remedy performance regression by only writing run_results.json once. ([#8360](https://github.com/dbt-labs/dbt-core/issues/8360)) + +### Docs + +- Corrected spelling of "Partiton" ([dbt-docs/#8100](https://github.com/dbt-labs/dbt-docs/issues/8100)) +- Remove static SQL codeblock for metrics ([dbt-docs/#436](https://github.com/dbt-labs/dbt-docs/issues/436)) +- fixed comment util.py ([dbt-docs/#None](https://github.com/dbt-labs/dbt-docs/issues/None)) +- Display contract and column constraints on the model page ([dbt-docs/#433](https://github.com/dbt-labs/dbt-docs/issues/433)) +- Display semantic model details in docs ([dbt-docs/#431](https://github.com/dbt-labs/dbt-docs/issues/431)) + +### Under the Hood + +- Refactor flaky test pp_versioned_models ([#7781](https://github.com/dbt-labs/dbt-core/issues/7781)) +- format exception from dbtPlugin.initialize ([#8152](https://github.com/dbt-labs/dbt-core/issues/8152)) +- A way to control maxBytes for a single dbt.log file ([#8199](https://github.com/dbt-labs/dbt-core/issues/8199)) +- Ref expressions with version can now be processed by the latest version of the high-performance dbt-extractor library. ([#7688](https://github.com/dbt-labs/dbt-core/issues/7688)) +- Bump manifest schema version to v11, freeze manifest v10 ([#8333](https://github.com/dbt-labs/dbt-core/issues/8333)) +- add tracking for plugin.get_nodes calls ([#8344](https://github.com/dbt-labs/dbt-core/issues/8344)) +- add internal flag: --no-partial-parse-file-diff to inform whether to compute a file diff during partial parsing ([#8363](https://github.com/dbt-labs/dbt-core/issues/8363)) +- Add return values to a number of functions for mypy ([#8389](https://github.com/dbt-labs/dbt-core/issues/8389)) +- Fix mypy warnings for ManifestLoader.load() ([#8401](https://github.com/dbt-labs/dbt-core/issues/8401)) +- Use python version 3.10.7 in Docker image. ([#8444](https://github.com/dbt-labs/dbt-core/issues/8444)) + +### Dependencies + +- Bump mypy from 1.3.0 to 1.4.0 ([#7912](https://github.com/dbt-labs/dbt-core/pull/7912)) +- Bump mypy from 1.4.0 to 1.4.1 ([#8219](https://github.com/dbt-labs/dbt-core/pull/8219)) +- Update pin for click<9 ([#8232](https://github.com/dbt-labs/dbt-core/pull/8232)) +- Add upper bound to sqlparse pin of <0.5 ([#8236](https://github.com/dbt-labs/dbt-core/pull/8236)) +- Support dbt-semantic-interfaces 0.2.0 ([#8250](https://github.com/dbt-labs/dbt-core/pull/8250)) + +### Contributors +- [@anjutiwari](https://github.com/anjutiwari) ([#7428](https://github.com/dbt-labs/dbt-core/issues/7428), [#8223](https://github.com/dbt-labs/dbt-core/issues/8223)) +- [@d-kaneshiro](https://github.com/d-kaneshiro) ([#None](https://github.com/dbt-labs/dbt-core/issues/None)) +- [@gem7318](https://github.com/gem7318) ([#8010](https://github.com/dbt-labs/dbt-core/issues/8010)) +- [@lllong33](https://github.com/lllong33) ([#5301](https://github.com/dbt-labs/dbt-core/issues/5301)) +- [@marcodamore](https://github.com/marcodamore) ([#436](https://github.com/dbt-labs/dbt-core/issues/436)) +- [@pgoslatara](https://github.com/pgoslatara) ([#8100](https://github.com/dbt-labs/dbt-core/issues/8100)) +- [@ramonvermeulen](https://github.com/ramonvermeulen) ([#3990](https://github.com/dbt-labs/dbt-core/issues/3990)) + ## Previous Releases For information on prior major and minor releases, see their changelogs: +* [1.6](https://github.com/dbt-labs/dbt-core/blob/1.6.latest/CHANGELOG.md) +* [1.5](https://github.com/dbt-labs/dbt-core/blob/1.5.latest/CHANGELOG.md) * [1.4](https://github.com/dbt-labs/dbt-core/blob/1.4.latest/CHANGELOG.md) * [1.3](https://github.com/dbt-labs/dbt-core/blob/1.3.latest/CHANGELOG.md) * [1.2](https://github.com/dbt-labs/dbt-core/blob/1.2.latest/CHANGELOG.md) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 893979fd9ac..7b4c215db15 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -5,10 +5,10 @@ 1. [About this document](#about-this-document) 2. [Getting the code](#getting-the-code) 3. [Setting up an environment](#setting-up-an-environment) -4. [Running `dbt` in development](#running-dbt-core-in-development) +4. [Running dbt-core in development](#running-dbt-core-in-development) 5. [Testing dbt-core](#testing) 6. [Debugging](#debugging) -7. [Adding a changelog entry](#adding-a-changelog-entry) +7. [Adding or modifying a changelog entry](#adding-or-modifying-a-changelog-entry) 8. [Submitting a Pull Request](#submitting-a-pull-request) ## About this document @@ -56,7 +56,7 @@ There are some tools that will be helpful to you in developing locally. While th These are the tools used in `dbt-core` development and testing: -- [`tox`](https://tox.readthedocs.io/en/latest/) to manage virtualenvs across python versions. We currently target the latest patch releases for Python 3.7, 3.8, 3.9, 3.10 and 3.11 +- [`tox`](https://tox.readthedocs.io/en/latest/) to manage virtualenvs across python versions. We currently target the latest patch releases for Python 3.8, 3.9, 3.10 and 3.11 - [`pytest`](https://docs.pytest.org/en/latest/) to define, discover, and run tests - [`flake8`](https://flake8.pycqa.org/en/latest/) for code linting - [`black`](https://github.com/psf/black) for code formatting @@ -113,7 +113,7 @@ When installed in this way, any changes you make to your local copy of the sourc With your virtualenv activated, the `dbt` script should point back to the source code you've cloned on your machine. You can verify this by running `which dbt`. This command should show you a path to an executable in your virtualenv. -Configure your [profile](https://docs.getdbt.com/docs/configure-your-profile) as necessary to connect to your target databases. It may be a good idea to add a new profile pointing to a local Postgres instance, or a specific test sandbox within your data warehouse if appropriate. +Configure your [profile](https://docs.getdbt.com/docs/configure-your-profile) as necessary to connect to your target databases. It may be a good idea to add a new profile pointing to a local Postgres instance, or a specific test sandbox within your data warehouse if appropriate. Make sure to create a profile before running integration tests. ## Testing @@ -163,7 +163,7 @@ suites. #### `tox` -[`tox`](https://tox.readthedocs.io/en/latest/) takes care of managing virtualenvs and install dependencies in order to run tests. You can also run tests in parallel, for example, you can run unit tests for Python 3.7, Python 3.8, Python 3.9, Python 3.10 and Python 3.11 checks in parallel with `tox -p`. Also, you can run unit tests for specific python versions with `tox -e py37`. The configuration for these tests in located in `tox.ini`. +[`tox`](https://tox.readthedocs.io/en/latest/) takes care of managing virtualenvs and install dependencies in order to run tests. You can also run tests in parallel, for example, you can run unit tests for Python 3.8, Python 3.9, Python 3.10 and Python 3.11 checks in parallel with `tox -p`. Also, you can run unit tests for specific python versions with `tox -e py38`. The configuration for these tests in located in `tox.ini`. #### `pytest` @@ -171,12 +171,10 @@ Finally, you can also run a specific test or group of tests using [`pytest`](htt ```sh # run all unit tests in a file -python3 -m pytest test/unit/test_graph.py +python3 -m pytest tests/unit/test_graph.py # run a specific unit test -python3 -m pytest test/unit/test_graph.py::GraphTest::test__dependency_list -# run specific Postgres integration tests (old way) -python3 -m pytest -m profile_postgres test/integration/074_postgres_unlogged_table_tests -# run specific Postgres integration tests (new way) +python3 -m pytest tests/unit/test_graph.py::GraphTest::test__dependency_list +# run specific Postgres functional tests python3 -m pytest tests/functional/sources ``` @@ -185,9 +183,8 @@ python3 -m pytest tests/functional/sources ### Unit, Integration, Functional? Here are some general rules for adding tests: -* unit tests (`test/unit` & `tests/unit`) don’t need to access a database; "pure Python" tests should be written as unit tests -* functional tests (`test/integration` & `tests/functional`) cover anything that interacts with a database, namely adapter -* *everything in* `test/*` *is being steadily migrated to* `tests/*` +* unit tests (`tests/unit`) don’t need to access a database; "pure Python" tests should be written as unit tests +* functional tests (`tests/functional`) cover anything that interacts with a database, namely adapter ## Debugging diff --git a/Dockerfile.test b/Dockerfile.test index 46effbf3c47..a168be8b497 100644 --- a/Dockerfile.test +++ b/Dockerfile.test @@ -3,13 +3,13 @@ # See `/docker` for a generic and production-ready docker file ## -FROM ubuntu:23.04 +FROM ubuntu:22.04 ENV DEBIAN_FRONTEND noninteractive RUN apt-get update \ && apt-get install -y --no-install-recommends \ - software-properties-common \ + software-properties-common gpg-agent \ && add-apt-repository ppa:git-core/ppa -y \ && apt-get dist-upgrade -y \ && apt-get install -y --no-install-recommends \ @@ -30,16 +30,9 @@ RUN apt-get update \ unixodbc-dev \ && add-apt-repository ppa:deadsnakes/ppa \ && apt-get install -y \ - python \ - python-dev \ - python3-pip \ - python3.6 \ - python3.6-dev \ + python-is-python3 \ + python-dev-is-python3 \ python3-pip \ - python3.6-venv \ - python3.7 \ - python3.7-dev \ - python3.7-venv \ python3.8 \ python3.8-dev \ python3.8-venv \ diff --git a/Makefile b/Makefile index 845e1eb12e2..9c276902194 100644 --- a/Makefile +++ b/Makefile @@ -30,7 +30,8 @@ CI_FLAGS =\ .PHONY: dev_req dev_req: ## Installs dbt-* packages in develop mode along with only development dependencies. @\ - pip install -r dev-requirements.txt -r editable-requirements.txt + pip install -r dev-requirements.txt + pip install -r editable-requirements.txt .PHONY: dev dev: dev_req ## Installs dbt-* packages in develop mode along with development dependencies and pre-commit. diff --git a/codecov.yml b/codecov.yml new file mode 100644 index 00000000000..584d4acf668 --- /dev/null +++ b/codecov.yml @@ -0,0 +1,9 @@ +ignore: + - ".github" + - ".changes" +coverage: + status: + project: + default: + target: auto + threshold: 0.01% # Reduce noise by ignoring rounding errors in coverage drops diff --git a/core/dbt/adapters/base/connections.py b/core/dbt/adapters/base/connections.py index d449b27e5e6..23a8b6e6588 100644 --- a/core/dbt/adapters/base/connections.py +++ b/core/dbt/adapters/base/connections.py @@ -400,7 +400,7 @@ def _add_query_comment(self, sql: str) -> str: @abc.abstractmethod def execute( - self, sql: str, auto_begin: bool = False, fetch: bool = False + self, sql: str, auto_begin: bool = False, fetch: bool = False, limit: Optional[int] = None ) -> Tuple[AdapterResponse, agate.Table]: """Execute the given SQL. @@ -408,7 +408,28 @@ def execute( :param bool auto_begin: If set, and dbt is not currently inside a transaction, automatically begin one. :param bool fetch: If set, fetch results. + :param int limit: If set, limits the result set :return: A tuple of the query status and results (empty if fetch=False). :rtype: Tuple[AdapterResponse, agate.Table] """ raise dbt.exceptions.NotImplementedError("`execute` is not implemented for this adapter!") + + def add_select_query(self, sql: str) -> Tuple[Connection, Any]: + """ + This was added here because base.impl.BaseAdapter.get_column_schema_from_query expects it to be here. + That method wouldn't work unless the adapter used sql.impl.SQLAdapter, sql.connections.SQLConnectionManager + or defined this method on <Adapter>ConnectionManager before passing it in to <Adapter>Adapter. + + See https://github.com/dbt-labs/dbt-core/issues/8396 for more information. + """ + raise dbt.exceptions.NotImplementedError( + "`add_select_query` is not implemented for this adapter!" + ) + + @classmethod + def data_type_code_to_name(cls, type_code: Union[int, str]) -> str: + """Get the string representation of the data type from the type_code.""" + # https://peps.python.org/pep-0249/#type-objects + raise dbt.exceptions.NotImplementedError( + "`data_type_code_to_name` is not implemented for this adapter!" + ) diff --git a/core/dbt/adapters/base/impl.py b/core/dbt/adapters/base/impl.py index b2614555d01..dd147dce845 100644 --- a/core/dbt/adapters/base/impl.py +++ b/core/dbt/adapters/base/impl.py @@ -43,7 +43,7 @@ UnexpectedNullError, ) -from dbt.adapters.protocol import AdapterConfig, ConnectionManagerProtocol +from dbt.adapters.protocol import AdapterConfig from dbt.clients.agate_helper import empty_table, merge_tables, table_from_rows from dbt.clients.jinja import MacroGenerator from dbt.contracts.graph.manifest import Manifest, MacroManifest @@ -60,7 +60,7 @@ ) from dbt.utils import filter_null_values, executor, cast_to_str, AttrDict -from dbt.adapters.base.connections import Connection, AdapterResponse +from dbt.adapters.base.connections import Connection, AdapterResponse, BaseConnectionManager from dbt.adapters.base.meta import AdapterMeta, available from dbt.adapters.base.relation import ( ComponentName, @@ -71,7 +71,7 @@ from dbt.adapters.base import Column as BaseColumn from dbt.adapters.base import Credentials from dbt.adapters.cache import RelationsCache, _make_ref_key_dict - +from dbt import deprecations GET_CATALOG_MACRO_NAME = "get_catalog" FRESHNESS_MACRO_NAME = "collect_freshness" @@ -208,7 +208,7 @@ class BaseAdapter(metaclass=AdapterMeta): Relation: Type[BaseRelation] = BaseRelation Column: Type[BaseColumn] = BaseColumn - ConnectionManager: Type[ConnectionManagerProtocol] + ConnectionManager: Type[BaseConnectionManager] # A set of clobber config fields accepted by this adapter # for use in materializations @@ -274,7 +274,7 @@ def connection_for(self, node: ResultNode) -> Iterator[None]: @available.parse(lambda *a, **k: ("", empty_table())) def execute( - self, sql: str, auto_begin: bool = False, fetch: bool = False + self, sql: str, auto_begin: bool = False, fetch: bool = False, limit: Optional[int] = None ) -> Tuple[AdapterResponse, agate.Table]: """Execute the given SQL. This is a thin wrapper around ConnectionManager.execute. @@ -283,10 +283,22 @@ def execute( :param bool auto_begin: If set, and dbt is not currently inside a transaction, automatically begin one. :param bool fetch: If set, fetch results. + :param Optional[int] limit: If set, only fetch n number of rows :return: A tuple of the query status and results (empty if fetch=False). :rtype: Tuple[AdapterResponse, agate.Table] """ - return self.connections.execute(sql=sql, auto_begin=auto_begin, fetch=fetch) + return self.connections.execute(sql=sql, auto_begin=auto_begin, fetch=fetch, limit=limit) + + def validate_sql(self, sql: str) -> AdapterResponse: + """Submit the given SQL to the engine for validation, but not execution. + + This should throw an appropriate exception if the input SQL is invalid, although + in practice that will generally be handled by delegating to an existing method + for execution and allowing the error handler to take care of the rest. + + :param str sql: The sql to validate + """ + raise NotImplementedError("`validate_sql` is not implemented for this adapter!") @available.parse(lambda *a, **k: []) def get_column_schema_from_query(self, sql: str) -> List[BaseColumn]: @@ -303,14 +315,21 @@ def get_column_schema_from_query(self, sql: str) -> List[BaseColumn]: @available.parse(lambda *a, **k: ("", empty_table())) def get_partitions_metadata(self, table: str) -> Tuple[agate.Table]: - """Obtain partitions metadata for a BigQuery partitioned table. + """ + TODO: Can we move this to dbt-bigquery? + Obtain partitions metadata for a BigQuery partitioned table. - :param str table_id: a partitioned table id, in standard SQL format. + :param str table: a partitioned table id, in standard SQL format. :return: a partition metadata tuple, as described in https://cloud.google.com/bigquery/docs/creating-partitioned-tables#getting_partition_metadata_using_meta_tables. :rtype: agate.Table """ - return self.connections.get_partitions_metadata(table=table) + if hasattr(self.connections, "get_partitions_metadata"): + return self.connections.get_partitions_metadata(table=table) + else: + raise NotImplementedError( + "`get_partitions_metadata` is not implemented for this adapter!" + ) ### # Methods that should never be overridden @@ -383,7 +402,7 @@ def _get_cache_schemas(self, manifest: Manifest) -> Set[BaseRelation]: return { self.Relation.create_from(self.config, node).without_identifier() for node in manifest.nodes.values() - if (node.is_relational and not node.is_ephemeral_model) + if (node.is_relational and not node.is_ephemeral_model and not node.is_external_node) } def _get_catalog_schemas(self, manifest: Manifest) -> SchemaSearchMap: @@ -414,7 +433,7 @@ def _get_catalog_schemas(self, manifest: Manifest) -> SchemaSearchMap: return info_schema_name_map def _relations_cache_for_schemas( - self, manifest: Manifest, cache_schemas: Set[BaseRelation] = None + self, manifest: Manifest, cache_schemas: Optional[Set[BaseRelation]] = None ) -> None: """Populate the relations cache for the given schemas. Returns an iterable of the schemas populated, as strings. @@ -441,16 +460,17 @@ def _relations_cache_for_schemas( # it's possible that there were no relations in some schemas. We want # to insert the schemas we query into the cache's `.schemas` attribute # so we can check it later - cache_update: Set[Tuple[Optional[str], Optional[str]]] = set() + cache_update: Set[Tuple[Optional[str], str]] = set() for relation in cache_schemas: - cache_update.add((relation.database, relation.schema)) + if relation.schema: + cache_update.add((relation.database, relation.schema)) self.cache.update_schemas(cache_update) def set_relations_cache( self, manifest: Manifest, clear: bool = False, - required_schemas: Set[BaseRelation] = None, + required_schemas: Optional[Set[BaseRelation]] = None, ) -> None: """Run a query that gets a populated cache of the relations in the database and set the cache on this adapter. @@ -784,7 +804,6 @@ def _make_match( schema: str, identifier: str, ) -> List[BaseRelation]: - matches = [] search = self._make_match_kwargs(database, schema, identifier) @@ -985,7 +1004,7 @@ def execute_macro( manifest: Optional[Manifest] = None, project: Optional[str] = None, context_override: Optional[Dict[str, Any]] = None, - kwargs: Dict[str, Any] = None, + kwargs: Optional[Dict[str, Any]] = None, text_only_columns: Optional[Iterable[str]] = None, ) -> AttrDict: """Look macro_name up in the manifest and execute its results. @@ -1062,7 +1081,6 @@ def _get_one_catalog( schemas: Set[str], manifest: Manifest, ) -> agate.Table: - kwargs = {"information_schema": information_schema, "schemas": schemas} table = self.execute_macro( GET_CATALOG_MACRO_NAME, @@ -1104,7 +1122,7 @@ def calculate_freshness( loaded_at_field: str, filter: Optional[str], manifest: Optional[Manifest] = None, - ) -> Tuple[AdapterResponse, Dict[str, Any]]: + ) -> Tuple[Optional[AdapterResponse], Dict[str, Any]]: """Calculate the freshness of sources in dbt, and return it""" kwargs: Dict[str, Any] = { "source": source, @@ -1113,8 +1131,19 @@ def calculate_freshness( } # run the macro + # in older versions of dbt-core, the 'collect_freshness' macro returned the table of results directly + # starting in v1.5, by default, we return both the table and the adapter response (metadata about the query) + result: Union[ + AttrDict, # current: contains AdapterResponse + agate.Table + agate.Table, # previous: just table + ] result = self.execute_macro(FRESHNESS_MACRO_NAME, kwargs=kwargs, manifest=manifest) - adapter_response, table = result.response, result.table # type: ignore[attr-defined] + if isinstance(result, agate.Table): + deprecations.warn("collect-freshness-return-signature") + adapter_response = None + table = result + else: + adapter_response, table = result.response, result.table # type: ignore[attr-defined] # now we have a 1-row table of the maximum `loaded_at_field` value and # the current time according to the db. if len(table) != 1 or len(table[0]) != 2: @@ -1307,20 +1336,26 @@ def _parse_column_constraint(cls, raw_constraint: Dict[str, Any]) -> ColumnLevel def render_column_constraint(cls, constraint: ColumnLevelConstraint) -> Optional[str]: """Render the given constraint as DDL text. Should be overriden by adapters which need custom constraint rendering.""" - if constraint.type == ConstraintType.check and constraint.expression: - return f"check {constraint.expression}" + constraint_expression = constraint.expression or "" + + rendered_column_constraint = None + if constraint.type == ConstraintType.check and constraint_expression: + rendered_column_constraint = f"check ({constraint_expression})" elif constraint.type == ConstraintType.not_null: - return "not null" + rendered_column_constraint = f"not null {constraint_expression}" elif constraint.type == ConstraintType.unique: - return "unique" + rendered_column_constraint = f"unique {constraint_expression}" elif constraint.type == ConstraintType.primary_key: - return "primary key" - elif constraint.type == ConstraintType.foreign_key: - return "foreign key" - elif constraint.type == ConstraintType.custom and constraint.expression: - return constraint.expression - else: - return None + rendered_column_constraint = f"primary key {constraint_expression}" + elif constraint.type == ConstraintType.foreign_key and constraint_expression: + rendered_column_constraint = f"references {constraint_expression}" + elif constraint.type == ConstraintType.custom and constraint_expression: + rendered_column_constraint = constraint_expression + + if rendered_column_constraint: + rendered_column_constraint = rendered_column_constraint.strip() + + return rendered_column_constraint @available @classmethod @@ -1328,7 +1363,8 @@ def render_raw_columns_constraints(cls, raw_columns: Dict[str, Dict[str, Any]]) rendered_column_constraints = [] for v in raw_columns.values(): - rendered_column_constraint = [f"{v['name']} {v['data_type']}"] + col_name = cls.quote(v["name"]) if v.get("quote") else v["name"] + rendered_column_constraint = [f"{col_name} {v['data_type']}"] for con in v.get("constraints", None): constraint = cls._parse_column_constraint(con) c = cls.process_parsed_constraint(constraint, cls.render_column_constraint) @@ -1387,13 +1423,15 @@ def render_model_constraint(cls, constraint: ModelLevelConstraint) -> Optional[s constraint_prefix = f"constraint {constraint.name} " if constraint.name else "" column_list = ", ".join(constraint.columns) if constraint.type == ConstraintType.check and constraint.expression: - return f"{constraint_prefix}check {constraint.expression}" + return f"{constraint_prefix}check ({constraint.expression})" elif constraint.type == ConstraintType.unique: - return f"{constraint_prefix}unique ({column_list})" + constraint_expression = f" {constraint.expression}" if constraint.expression else "" + return f"{constraint_prefix}unique{constraint_expression} ({column_list})" elif constraint.type == ConstraintType.primary_key: - return f"{constraint_prefix}primary key ({column_list})" - elif constraint.type == ConstraintType.foreign_key: - return f"{constraint_prefix}foreign key ({column_list})" + constraint_expression = f" {constraint.expression}" if constraint.expression else "" + return f"{constraint_prefix}primary key{constraint_expression} ({column_list})" + elif constraint.type == ConstraintType.foreign_key and constraint.expression: + return f"{constraint_prefix}foreign key ({column_list}) references {constraint.expression}" elif constraint.type == ConstraintType.custom and constraint.expression: return f"{constraint_prefix}{constraint.expression}" else: @@ -1432,7 +1470,6 @@ def render_model_constraint(cls, constraint: ModelLevelConstraint) -> Optional[s def catch_as_completed( futures, # typing: List[Future[agate.Table]] ) -> Tuple[agate.Table, List[Exception]]: - # catalogs: agate.Table = agate.Table(rows=[]) tables: List[agate.Table] = [] exceptions: List[Exception] = [] diff --git a/core/dbt/adapters/base/meta.py b/core/dbt/adapters/base/meta.py index de35a4f826a..bc5b7f0a6b2 100644 --- a/core/dbt/adapters/base/meta.py +++ b/core/dbt/adapters/base/meta.py @@ -93,7 +93,7 @@ class AdapterMeta(abc.ABCMeta): _available_: FrozenSet[str] _parse_replacements_: Dict[str, Callable] - def __new__(mcls, name, bases, namespace, **kwargs): + def __new__(mcls, name, bases, namespace, **kwargs) -> "AdapterMeta": # mypy does not like the `**kwargs`. But `ABCMeta` itself takes # `**kwargs` in its argspec here (and passes them to `type.__new__`. # I'm not sure there is any benefit to it after poking around a bit, diff --git a/core/dbt/adapters/base/query_headers.py b/core/dbt/adapters/base/query_headers.py index bfacd2aee8c..19a21c7a02b 100644 --- a/core/dbt/adapters/base/query_headers.py +++ b/core/dbt/adapters/base/query_headers.py @@ -25,9 +25,9 @@ class _QueryComment(local): - a source_name indicating what set the current thread's query comment """ - def __init__(self, initial): + def __init__(self, initial) -> None: self.query_comment: Optional[str] = initial - self.append = False + self.append: bool = False def add(self, sql: str) -> str: if not self.query_comment: diff --git a/core/dbt/adapters/base/relation.py b/core/dbt/adapters/base/relation.py index 13f64c01742..d8768c44f0b 100644 --- a/core/dbt/adapters/base/relation.py +++ b/core/dbt/adapters/base/relation.py @@ -1,6 +1,6 @@ from collections.abc import Hashable from dataclasses import dataclass, field -from typing import Optional, TypeVar, Any, Type, Dict, Iterator, Tuple, Set +from typing import Optional, TypeVar, Any, Type, Dict, Iterator, Tuple, Set, FrozenSet from dbt.contracts.graph.nodes import SourceDefinition, ManifestNode, ResultNode, ParsedNode from dbt.contracts.relation import ( @@ -35,6 +35,10 @@ class BaseRelation(FakeAPIObject, Hashable): include_policy: Policy = field(default_factory=lambda: Policy()) quote_policy: Policy = field(default_factory=lambda: Policy()) dbt_created: bool = False + # register relation types that can be renamed for the purpose of replacing relations using stages and backups + renameable_relations: FrozenSet[str] = frozenset() + # register relation types that are replaceable, i.e. they have "create or replace" capability + replaceable_relations: FrozenSet[str] = frozenset() def _is_exactish_match(self, field: ComponentName, value: str) -> bool: if self.dbt_created and self.quote_policy.get_part(field) is False: @@ -169,7 +173,6 @@ def without_identifier(self) -> "BaseRelation": return self.include(identifier=False).replace_path(identifier=None) def _render_iterator(self) -> Iterator[Tuple[Optional[ComponentName], Optional[str]]]: - for key in ComponentName: path_part: Optional[str] = None if self.include_policy.get_part(key): @@ -227,7 +230,7 @@ def create_ephemeral_from_node( def create_from_node( cls: Type[Self], config: HasQuoting, - node: ManifestNode, + node, quote_policy: Optional[Dict[str, bool]] = None, **kwargs: Any, ) -> Self: @@ -286,6 +289,14 @@ def create( ) return cls.from_dict(kwargs) + @property + def can_be_renamed(self) -> bool: + return self.type in self.renameable_relations + + @property + def can_be_replaced(self) -> bool: + return self.type in self.replaceable_relations + def __repr__(self) -> str: return "<{} {}>".format(self.__class__.__name__, self.render()) @@ -328,6 +339,10 @@ def is_cte(self) -> bool: def is_view(self) -> bool: return self.type == RelationType.View + @property + def is_materialized_view(self) -> bool: + return self.type == RelationType.MaterializedView + @classproperty def Table(cls) -> str: return str(RelationType.Table) @@ -344,6 +359,10 @@ def View(cls) -> str: def External(cls) -> str: return str(RelationType.External) + @classproperty + def MaterializedView(cls) -> str: + return str(RelationType.MaterializedView) + @classproperty def get_relation_type(cls) -> Type[RelationType]: return RelationType diff --git a/core/dbt/adapters/factory.py b/core/dbt/adapters/factory.py index 38c6bcb7894..513336a554d 100644 --- a/core/dbt/adapters/factory.py +++ b/core/dbt/adapters/factory.py @@ -9,16 +9,17 @@ from dbt.adapters.protocol import AdapterConfig, AdapterProtocol, RelationProtocol from dbt.contracts.connection import AdapterRequiredConfig, Credentials from dbt.events.functions import fire_event -from dbt.events.types import AdapterImportError, PluginLoadError +from dbt.events.types import AdapterImportError, PluginLoadError, AdapterRegistered from dbt.exceptions import DbtInternalError, DbtRuntimeError from dbt.include.global_project import PACKAGE_PATH as GLOBAL_PROJECT_PATH from dbt.include.global_project import PROJECT_NAME as GLOBAL_PROJECT_NAME +from dbt.semver import VersionSpecifier Adapter = AdapterProtocol class AdapterContainer: - def __init__(self): + def __init__(self) -> None: self.lock = threading.Lock() self.adapters: Dict[str, Adapter] = {} self.plugins: Dict[str, AdapterPlugin] = {} @@ -89,7 +90,13 @@ def load_plugin(self, name: str) -> Type[Credentials]: def register_adapter(self, config: AdapterRequiredConfig) -> None: adapter_name = config.credentials.type adapter_type = self.get_adapter_class_by_name(adapter_name) - + adapter_version = import_module(f".{adapter_name}.__version__", "dbt.adapters").version + adapter_version_specifier = VersionSpecifier.from_version_string( + adapter_version + ).to_version_string() + fire_event( + AdapterRegistered(adapter_name=adapter_name, adapter_version=adapter_version_specifier) + ) with self.lock: if adapter_name in self.adapters: # this shouldn't really happen... @@ -158,6 +165,9 @@ def get_include_paths(self, name: Optional[str]) -> List[Path]: def get_adapter_type_names(self, name: Optional[str]) -> List[str]: return [p.adapter.type() for p in self.get_adapter_plugins(name)] + def get_adapter_constraint_support(self, name: Optional[str]) -> List[str]: + return self.lookup_adapter(name).CONSTRAINT_SUPPORT # type: ignore + FACTORY: AdapterContainer = AdapterContainer() @@ -214,6 +224,10 @@ def get_adapter_type_names(name: Optional[str]) -> List[str]: return FACTORY.get_adapter_type_names(name) +def get_adapter_constraint_support(name: Optional[str]) -> List[str]: + return FACTORY.get_adapter_constraint_support(name) + + @contextmanager def adapter_management(): reset_adapters() diff --git a/core/dbt/adapters/relation_configs/README.md b/core/dbt/adapters/relation_configs/README.md new file mode 100644 index 00000000000..6be3bc59d12 --- /dev/null +++ b/core/dbt/adapters/relation_configs/README.md @@ -0,0 +1,25 @@ +# RelationConfig +This package serves as an initial abstraction for managing the inspection of existing relations and determining +changes on those relations. It arose from the materialized view work and is currently only supporting +materialized views for Postgres and Redshift as well as dynamic tables for Snowflake. There are three main +classes in this package. + +## RelationConfigBase +This is a very small class that only has a `from_dict()` method and a default `NotImplementedError()`. At some +point this could be replaced by a more robust framework, like `mashumaro` or `pydantic`. + +## RelationConfigChange +This class inherits from `RelationConfigBase` ; however, this can be thought of as a separate class. The subclassing +merely points to the idea that both classes would likely inherit from the same class in a `mashumaro` or +`pydantic` implementation. This class is much more restricted in attribution. It should really only +ever need an `action` and a `context`. This can be though of as being analogous to a web request. You need to +know what you're doing (`action`: 'create' = GET, 'drop' = DELETE, etc.) and the information (`context`) needed +to make the change. In our scenarios, the context tends to be an instance of `RelationConfigBase` corresponding +to the new state. + +## RelationConfigValidationMixin +This mixin provides optional validation mechanics that can be applied to either `RelationConfigBase` or +`RelationConfigChange` subclasses. A validation rule is a combination of a `validation_check`, something +that should evaluate to `True`, and an optional `validation_error`, an instance of `DbtRuntimeError` +that should be raised in the event the `validation_check` fails. While optional, it's recommended that +the `validation_error` be provided for clearer transparency to the end user. diff --git a/core/dbt/adapters/relation_configs/__init__.py b/core/dbt/adapters/relation_configs/__init__.py new file mode 100644 index 00000000000..b8c73447a68 --- /dev/null +++ b/core/dbt/adapters/relation_configs/__init__.py @@ -0,0 +1,12 @@ +from dbt.adapters.relation_configs.config_base import ( # noqa: F401 + RelationConfigBase, + RelationResults, +) +from dbt.adapters.relation_configs.config_change import ( # noqa: F401 + RelationConfigChangeAction, + RelationConfigChange, +) +from dbt.adapters.relation_configs.config_validation import ( # noqa: F401 + RelationConfigValidationMixin, + RelationConfigValidationRule, +) diff --git a/core/dbt/adapters/relation_configs/config_base.py b/core/dbt/adapters/relation_configs/config_base.py new file mode 100644 index 00000000000..9d0cddb0d21 --- /dev/null +++ b/core/dbt/adapters/relation_configs/config_base.py @@ -0,0 +1,44 @@ +from dataclasses import dataclass +from typing import Union, Dict + +import agate +from dbt.utils import filter_null_values + + +""" +This is what relation metadata from the database looks like. It's a dictionary because there will be +multiple grains of data for a single object. For example, a materialized view in Postgres has base level information, +like name. But it also can have multiple indexes, which needs to be a separate query. It might look like this: + +{ + "base": agate.Row({"table_name": "table_abc", "query": "select * from table_def"}) + "indexes": agate.Table("rows": [ + agate.Row({"name": "index_a", "columns": ["column_a"], "type": "hash", "unique": False}), + agate.Row({"name": "index_b", "columns": ["time_dim_a"], "type": "btree", "unique": False}), + ]) +} +""" +RelationResults = Dict[str, Union[agate.Row, agate.Table]] + + +@dataclass(frozen=True) +class RelationConfigBase: + @classmethod + def from_dict(cls, kwargs_dict) -> "RelationConfigBase": + """ + This assumes the subclass of `RelationConfigBase` is flat, in the sense that no attribute is + itself another subclass of `RelationConfigBase`. If that's not the case, this should be overriden + to manually manage that complexity. + + Args: + kwargs_dict: the dict representation of this instance + + Returns: the `RelationConfigBase` representation associated with the provided dict + """ + return cls(**filter_null_values(kwargs_dict)) # type: ignore + + @classmethod + def _not_implemented_error(cls) -> NotImplementedError: + return NotImplementedError( + "This relation type has not been fully configured for this adapter." + ) diff --git a/core/dbt/adapters/relation_configs/config_change.py b/core/dbt/adapters/relation_configs/config_change.py new file mode 100644 index 00000000000..ac653fa5210 --- /dev/null +++ b/core/dbt/adapters/relation_configs/config_change.py @@ -0,0 +1,23 @@ +from abc import ABC, abstractmethod +from dataclasses import dataclass +from typing import Hashable + +from dbt.adapters.relation_configs.config_base import RelationConfigBase +from dbt.dataclass_schema import StrEnum + + +class RelationConfigChangeAction(StrEnum): + alter = "alter" + create = "create" + drop = "drop" + + +@dataclass(frozen=True, eq=True, unsafe_hash=True) +class RelationConfigChange(RelationConfigBase, ABC): + action: RelationConfigChangeAction + context: Hashable # this is usually a RelationConfig, e.g. IndexConfig, but shouldn't be limited + + @property + @abstractmethod + def requires_full_refresh(self) -> bool: + raise self._not_implemented_error() diff --git a/core/dbt/adapters/relation_configs/config_validation.py b/core/dbt/adapters/relation_configs/config_validation.py new file mode 100644 index 00000000000..17bf74bf3e7 --- /dev/null +++ b/core/dbt/adapters/relation_configs/config_validation.py @@ -0,0 +1,57 @@ +from dataclasses import dataclass +from typing import Set, Optional + +from dbt.exceptions import DbtRuntimeError + + +@dataclass(frozen=True, eq=True, unsafe_hash=True) +class RelationConfigValidationRule: + validation_check: bool + validation_error: Optional[DbtRuntimeError] + + @property + def default_error(self): + return DbtRuntimeError( + "There was a validation error in preparing this relation config." + "No additional context was provided by this adapter." + ) + + +@dataclass(frozen=True) +class RelationConfigValidationMixin: + def __post_init__(self): + self.run_validation_rules() + + @property + def validation_rules(self) -> Set[RelationConfigValidationRule]: + """ + A set of validation rules to run against the object upon creation. + + A validation rule is a combination of a validation check (bool) and an optional error message. + + This defaults to no validation rules if not implemented. It's recommended to override this with values, + but that may not always be necessary. + + Returns: a set of validation rules + """ + return set() + + def run_validation_rules(self): + for validation_rule in self.validation_rules: + try: + assert validation_rule.validation_check + except AssertionError: + if validation_rule.validation_error: + raise validation_rule.validation_error + else: + raise validation_rule.default_error + self.run_child_validation_rules() + + def run_child_validation_rules(self): + for attr_value in vars(self).values(): + if hasattr(attr_value, "validation_rules"): + attr_value.run_validation_rules() + if isinstance(attr_value, set): + for member in attr_value: + if hasattr(member, "validation_rules"): + member.run_validation_rules() diff --git a/core/dbt/adapters/sql/connections.py b/core/dbt/adapters/sql/connections.py index 88e4a30d0b6..7347d961d15 100644 --- a/core/dbt/adapters/sql/connections.py +++ b/core/dbt/adapters/sql/connections.py @@ -1,6 +1,6 @@ import abc import time -from typing import List, Optional, Tuple, Any, Iterable, Dict, Union +from typing import List, Optional, Tuple, Any, Iterable, Dict import agate @@ -52,7 +52,6 @@ def add_query( bindings: Optional[Any] = None, abridge_sql_log: bool = False, ) -> Tuple[Connection, Any]: - connection = self.get_thread_connection() if auto_begin and connection.transaction_open is False: self.begin() @@ -118,33 +117,28 @@ def process_results( return [dict(zip(column_names, row)) for row in rows] @classmethod - def get_result_from_cursor(cls, cursor: Any) -> agate.Table: + def get_result_from_cursor(cls, cursor: Any, limit: Optional[int]) -> agate.Table: data: List[Any] = [] column_names: List[str] = [] if cursor.description is not None: column_names = [col[0] for col in cursor.description] - rows = cursor.fetchall() + if limit: + rows = cursor.fetchmany(limit) + else: + rows = cursor.fetchall() data = cls.process_results(column_names, rows) return dbt.clients.agate_helper.table_from_data_flat(data, column_names) - @classmethod - def data_type_code_to_name(cls, type_code: Union[int, str]) -> str: - """Get the string representation of the data type from the type_code.""" - # https://peps.python.org/pep-0249/#type-objects - raise dbt.exceptions.NotImplementedError( - "`data_type_code_to_name` is not implemented for this adapter!" - ) - def execute( - self, sql: str, auto_begin: bool = False, fetch: bool = False + self, sql: str, auto_begin: bool = False, fetch: bool = False, limit: Optional[int] = None ) -> Tuple[AdapterResponse, agate.Table]: sql = self._add_query_comment(sql) _, cursor = self.add_query(sql, auto_begin) response = self.get_response(cursor) if fetch: - table = self.get_result_from_cursor(cursor) + table = self.get_result_from_cursor(cursor, limit) else: table = dbt.clients.agate_helper.empty_table() return response, table diff --git a/core/dbt/adapters/sql/impl.py b/core/dbt/adapters/sql/impl.py index 835302a9b0d..b74eb02d991 100644 --- a/core/dbt/adapters/sql/impl.py +++ b/core/dbt/adapters/sql/impl.py @@ -1,7 +1,7 @@ import agate from typing import Any, Optional, Tuple, Type, List -from dbt.contracts.connection import Connection +from dbt.contracts.connection import Connection, AdapterResponse from dbt.exceptions import RelationTypeNullError from dbt.adapters.base import BaseAdapter, available from dbt.adapters.cache import _make_ref_key_dict @@ -22,6 +22,7 @@ TRUNCATE_RELATION_MACRO_NAME = "truncate_relation" DROP_RELATION_MACRO_NAME = "drop_relation" ALTER_COLUMN_TYPE_MACRO_NAME = "alter_column_type" +VALIDATE_SQL_MACRO_NAME = "validate_sql" class SQLAdapter(BaseAdapter): @@ -197,6 +198,7 @@ def list_relations_without_caching( ) return relations + @classmethod def quote(self, identifier): return '"{}"'.format(identifier) @@ -217,6 +219,34 @@ def check_schema_exists(self, database: str, schema: str) -> bool: results = self.execute_macro(CHECK_SCHEMA_EXISTS_MACRO_NAME, kwargs=kwargs) return results[0][0] > 0 + def validate_sql(self, sql: str) -> AdapterResponse: + """Submit the given SQL to the engine for validation, but not execution. + + By default we simply prefix the query with the explain keyword and allow the + exceptions thrown by the underlying engine on invalid SQL inputs to bubble up + to the exception handler. For adjustments to the explain statement - such as + for adapters that have different mechanisms for hinting at query validation + or dry-run - callers may be able to override the validate_sql_query macro with + the addition of an <adapter>__validate_sql implementation. + + :param sql str: The sql to validate + """ + kwargs = { + "sql": sql, + } + result = self.execute_macro(VALIDATE_SQL_MACRO_NAME, kwargs=kwargs) + # The statement macro always returns an AdapterResponse in the output AttrDict's + # `response` property, and we preserve the full payload in case we want to + # return fetched output for engines where explain plans are emitted as columnar + # results. Any macro override that deviates from this behavior may encounter an + # assertion error in the runtime. + adapter_response = result.response # type: ignore[attr-defined] + assert isinstance(adapter_response, AdapterResponse), ( + f"Expected AdapterResponse from validate_sql macro execution, " + f"got {type(adapter_response)}." + ) + return adapter_response + # This is for use in the test suite def run_sql_for_tests(self, sql, fetch, conn): cursor = conn.handle.cursor() diff --git a/core/dbt/cli/README.md b/core/dbt/cli/README.md index 085a10da3d2..03fe958764a 100644 --- a/core/dbt/cli/README.md +++ b/core/dbt/cli/README.md @@ -1,3 +1,25 @@ +# Adding a new command + +## `main.py` +Add the new command with all necessary decorators. Every command will need at minimum: +- a decorator for the click group it belongs to which also names the command +- the postflight decorator (must come before other decorators from the `requires` module for error handling) +- the preflight decorator +```py +@cli.command("my-new-command") +@requires.postflight +@requires.preflight +def my_new_command(ctx, **kwargs): + ... +``` + +## `types.py` +Add an entry to the `Command` enum with your new command. Commands that are sub-commands should have entries +that represent their full command path (e.g. `source freshness -> SOURCE_FRESHNESS`, `docs serve -> DOCS_SERVE`). + +## `flags.py` +Add the new command to the dictionary within the `command_args` function. + # Exception Handling ## `requires.py` diff --git a/core/dbt/cli/flags.py b/core/dbt/cli/flags.py index 0e54cfd5a8f..863db6ed0e4 100644 --- a/core/dbt/cli/flags.py +++ b/core/dbt/cli/flags.py @@ -4,14 +4,16 @@ from importlib import import_module from multiprocessing import get_context from pprint import pformat as pf -from typing import Callable, Dict, List, Set, Union +from typing import Any, Callable, Dict, List, Optional, Set, Union -from click import Context, get_current_context -from click.core import Command, Group, ParameterSource +from click import Context, get_current_context, Parameter +from click.core import Command as ClickCommand, Group, ParameterSource from dbt.cli.exceptions import DbtUsageException from dbt.cli.resolvers import default_log_path, default_project_dir +from dbt.cli.types import Command as CliCommand from dbt.config.profile import read_user_config from dbt.contracts.project import UserConfig +from dbt.exceptions import DbtInternalError from dbt.deprecations import renamed_env_var from dbt.helper_types import WarnErrorOptions @@ -37,6 +39,9 @@ } +WHICH_KEY = "which" + + def convert_config(config_name, config_value): """Convert the values from config and original set_from_args to the correct type.""" ret = config_value @@ -56,12 +61,11 @@ def args_to_context(args: List[str]) -> Context: if len(args) == 1 and "," in args[0]: args = args[0].split(",") sub_command_name, sub_command, args = cli.resolve_command(cli_ctx, args) - # Handle source and docs group. - if type(sub_command) == Group: + if isinstance(sub_command, Group): sub_command_name, sub_command, args = sub_command.resolve_command(cli_ctx, args) - assert type(sub_command) == Command + assert isinstance(sub_command, ClickCommand) sub_command_ctx = sub_command.make_context(sub_command_name, args) sub_command_ctx.parent = cli_ctx return sub_command_ctx @@ -71,7 +75,9 @@ def args_to_context(args: List[str]) -> Context: class Flags: """Primary configuration artifact for running dbt""" - def __init__(self, ctx: Context = None, user_config: UserConfig = None) -> None: + def __init__( + self, ctx: Optional[Context] = None, user_config: Optional[UserConfig] = None + ) -> None: # Set the default flags. for key, value in FLAGS_DEFAULTS.items(): @@ -199,6 +205,9 @@ def _assign_params( profiles_dir = getattr(self, "PROFILES_DIR", None) user_config = read_user_config(profiles_dir) if profiles_dir else None + # Add entire invocation command to flags + object.__setattr__(self, "INVOCATION_COMMAND", "dbt " + " ".join(sys.argv[1:])) + # Overwrite default assignments with user config if available. if user_config: param_assigned_from_default_copy = params_assigned_from_default.copy() @@ -277,3 +286,118 @@ def fire_deprecations(self): # It is necessary to remove this attr from the class so it does # not get pickled when written to disk as json. object.__delattr__(self, "deprecated_env_var_warnings") + + @classmethod + def from_dict(cls, command: CliCommand, args_dict: Dict[str, Any]) -> "Flags": + command_arg_list = command_params(command, args_dict) + ctx = args_to_context(command_arg_list) + flags = cls(ctx=ctx) + flags.fire_deprecations() + return flags + + +CommandParams = List[str] + + +def command_params(command: CliCommand, args_dict: Dict[str, Any]) -> CommandParams: + """Given a command and a dict, returns a list of strings representing + the CLI params for that command. The order of this list is consistent with + which flags are expected at the parent level vs the command level. + + e.g. fn("run", {"defer": True, "print": False}) -> ["--no-print", "run", "--defer"] + + The result of this function can be passed in to the args_to_context function + to produce a click context to instantiate Flags with. + """ + + cmd_args = set(command_args(command)) + prnt_args = set(parent_args()) + default_args = set([x.lower() for x in FLAGS_DEFAULTS.keys()]) + + res = command.to_list() + + for k, v in args_dict.items(): + k = k.lower() + # if a "which" value exists in the args dict, it should match the command provided + if k == WHICH_KEY: + if v != command.value: + raise DbtInternalError( + f"Command '{command.value}' does not match value of which: '{v}'" + ) + continue + + # param was assigned from defaults and should not be included + if k not in (cmd_args | prnt_args) - default_args: + continue + + # if the param is in parent args, it should come before the arg name + # e.g. ["--print", "run"] vs ["run", "--print"] + add_fn = res.append + if k in prnt_args: + + def add_fn(x): + res.insert(0, x) + + spinal_cased = k.replace("_", "-") + + if k == "macro" and command == CliCommand.RUN_OPERATION: + add_fn(v) + # None is a Singleton, False is a Flyweight, only one instance of each. + elif v is None or v is False: + add_fn(f"--no-{spinal_cased}") + elif v is True: + add_fn(f"--{spinal_cased}") + else: + add_fn(f"--{spinal_cased}={v}") + + return res + + +ArgsList = List[str] + + +def parent_args() -> ArgsList: + """Return a list representing the params the base click command takes.""" + from dbt.cli.main import cli + + return format_params(cli.params) + + +def command_args(command: CliCommand) -> ArgsList: + """Given a command, return a list of strings representing the params + that command takes. This function only returns params assigned to a + specific command, not those of its parent command. + + e.g. fn("run") -> ["defer", "favor_state", "exclude", ...] + """ + import dbt.cli.main as cli + + CMD_DICT: Dict[CliCommand, ClickCommand] = { + CliCommand.BUILD: cli.build, + CliCommand.CLEAN: cli.clean, + CliCommand.CLONE: cli.clone, + CliCommand.COMPILE: cli.compile, + CliCommand.DOCS_GENERATE: cli.docs_generate, + CliCommand.DOCS_SERVE: cli.docs_serve, + CliCommand.DEBUG: cli.debug, + CliCommand.DEPS: cli.deps, + CliCommand.INIT: cli.init, + CliCommand.LIST: cli.list, + CliCommand.PARSE: cli.parse, + CliCommand.RUN: cli.run, + CliCommand.RUN_OPERATION: cli.run_operation, + CliCommand.SEED: cli.seed, + CliCommand.SHOW: cli.show, + CliCommand.SNAPSHOT: cli.snapshot, + CliCommand.SOURCE_FRESHNESS: cli.freshness, + CliCommand.TEST: cli.test, + CliCommand.RETRY: cli.retry, + } + click_cmd: Optional[ClickCommand] = CMD_DICT.get(command, None) + if click_cmd is None: + raise DbtInternalError(f"No command found for name '{command.name}'") + return format_params(click_cmd.params) + + +def format_params(params: List[Parameter]) -> ArgsList: + return [str(x.name) for x in params if not str(x.name).lower().startswith("deprecated_")] diff --git a/core/dbt/cli/main.py b/core/dbt/cli/main.py index 22456c33194..9b6e8459cb0 100644 --- a/core/dbt/cli/main.py +++ b/core/dbt/cli/main.py @@ -19,11 +19,11 @@ from dbt.contracts.results import ( CatalogArtifact, RunExecutionResult, - RunOperationResultsArtifact, ) from dbt.events.base_types import EventMsg from dbt.task.build import BuildTask from dbt.task.clean import CleanTask +from dbt.task.clone import CloneTask from dbt.task.compile import CompileTask from dbt.task.debug import DebugTask from dbt.task.deps import DepsTask @@ -31,6 +31,7 @@ from dbt.task.generate import GenerateTask from dbt.task.init import InitTask from dbt.task.list import ListTask +from dbt.task.retry import RetryTask from dbt.task.run import RunTask from dbt.task.run_operation import RunOperationTask from dbt.task.seed import SeedTask @@ -53,8 +54,7 @@ class dbtRunnerResult: List[str], # list/ls Manifest, # parse None, # clean, deps, init, source - RunExecutionResult, # build, compile, run, seed, snapshot, test - RunOperationResultsArtifact, # run-operation + RunExecutionResult, # build, compile, run, seed, snapshot, test, run-operation ] = None @@ -62,8 +62,8 @@ class dbtRunnerResult: class dbtRunner: def __init__( self, - manifest: Manifest = None, - callbacks: List[Callable[[EventMsg], None]] = None, + manifest: Optional[Manifest] = None, + callbacks: Optional[List[Callable[[EventMsg], None]]] = None, ): self.manifest = manifest @@ -132,6 +132,7 @@ def invoke(self, args: List[str], **kwargs) -> dbtRunnerResult: @p.enable_legacy_logger @p.fail_fast @p.log_cache_events +@p.log_file_max_bytes @p.log_format @p.log_format_file @p.log_level @@ -139,6 +140,8 @@ def invoke(self, args: List[str], **kwargs) -> dbtRunnerResult: @p.log_path @p.macro_debugging @p.partial_parse +@p.partial_parse_file_path +@p.partial_parse_file_diff @p.populate_cache @p.print @p.printer_width @@ -180,6 +183,7 @@ def cli(ctx, **kwargs): @p.selector @p.show @p.state +@p.defer_state @p.deprecated_state @p.store_failures @p.target @@ -213,6 +217,7 @@ def build(ctx, **kwargs): @p.profiles_dir @p.project_dir @p.target +@p.target_path @p.vars @requires.postflight @requires.preflight @@ -248,7 +253,9 @@ def docs(ctx, **kwargs): @p.project_dir @p.select @p.selector +@p.empty_catalog @p.state +@p.defer_state @p.deprecated_state @p.target @p.target_path @@ -283,19 +290,18 @@ def docs_generate(ctx, **kwargs): @p.profiles_dir @p.project_dir @p.target +@p.target_path @p.vars @requires.postflight @requires.preflight @requires.profile @requires.project @requires.runtime_config -@requires.manifest def docs_serve(ctx, **kwargs): """Serve the documentation website for your project""" task = ServeTask( ctx.obj["flags"], ctx.obj["runtime_config"], - ctx.obj["manifest"], ) results = task.run() @@ -322,7 +328,9 @@ def docs_serve(ctx, **kwargs): @p.selector @p.inline @p.state +@p.defer_state @p.deprecated_state +@p.compile_inject_ephemeral_ctes @p.target @p.target_path @p.threads @@ -368,6 +376,7 @@ def compile(ctx, **kwargs): @p.selector @p.inline @p.state +@p.defer_state @p.deprecated_state @p.target @p.target_path @@ -397,6 +406,7 @@ def show(ctx, **kwargs): # dbt debug @cli.command("debug") @click.pass_context +@p.debug_connection @p.config_dir @p.profile @p.profiles_dir_exists_false @@ -407,7 +417,7 @@ def show(ctx, **kwargs): @requires.postflight @requires.preflight def debug(ctx, **kwargs): - """Test the database connection and show information for debugging purposes. Not to be confused with the --debug option which increases verbosity.""" + """Show information on the current dbt environment and check dependencies, then test the database connection. Not to be confused with the --debug option which increases verbosity.""" task = DebugTask( ctx.obj["flags"], @@ -423,7 +433,7 @@ def debug(ctx, **kwargs): @cli.command("deps") @click.pass_context @p.profile -@p.profiles_dir +@p.profiles_dir_exists_false @p.project_dir @p.target @p.vars @@ -445,7 +455,7 @@ def deps(ctx, **kwargs): # for backwards compatibility, accept 'project_name' as an optional positional argument @click.argument("project_name", required=False) @p.profile -@p.profiles_dir +@p.profiles_dir_exists_false @p.project_dir @p.skip_profile_setup @p.target @@ -476,8 +486,10 @@ def init(ctx, **kwargs): @p.raw_select @p.selector @p.state +@p.defer_state @p.deprecated_state @p.target +@p.target_path @p.vars @requires.postflight @requires.preflight @@ -544,6 +556,7 @@ def parse(ctx, **kwargs): @p.select @p.selector @p.state +@p.defer_state @p.deprecated_state @p.target @p.target_path @@ -569,6 +582,73 @@ def run(ctx, **kwargs): return results, success +# dbt retry +@cli.command("retry") +@click.pass_context +@p.project_dir +@p.profiles_dir +@p.vars +@p.profile +@p.target +@p.state +@p.threads +@p.fail_fast +@requires.postflight +@requires.preflight +@requires.profile +@requires.project +@requires.runtime_config +@requires.manifest +def retry(ctx, **kwargs): + """Retry the nodes that failed in the previous run.""" + task = RetryTask( + ctx.obj["flags"], + ctx.obj["runtime_config"], + ctx.obj["manifest"], + ) + + results = task.run() + success = task.interpret_results(results) + return results, success + + +# dbt clone +@cli.command("clone") +@click.pass_context +@p.defer_state +@p.exclude +@p.full_refresh +@p.profile +@p.profiles_dir +@p.project_dir +@p.resource_type +@p.select +@p.selector +@p.state # required +@p.target +@p.target_path +@p.threads +@p.vars +@p.version_check +@requires.preflight +@requires.profile +@requires.project +@requires.runtime_config +@requires.manifest +@requires.postflight +def clone(ctx, **kwargs): + """Create clones of selected nodes based on their location in the manifest provided to --state.""" + task = CloneTask( + ctx.obj["flags"], + ctx.obj["runtime_config"], + ctx.obj["manifest"], + ) + + results = task.run() + success = task.interpret_results(results) + return results, success + + # dbt run operation @cli.command("run-operation") @click.pass_context @@ -578,6 +658,8 @@ def run(ctx, **kwargs): @p.profiles_dir @p.project_dir @p.target +@p.target_path +@p.threads @p.vars @requires.postflight @requires.preflight @@ -610,6 +692,7 @@ def run_operation(ctx, **kwargs): @p.selector @p.show @p.state +@p.defer_state @p.deprecated_state @p.target @p.target_path @@ -648,8 +731,10 @@ def seed(ctx, **kwargs): @p.select @p.selector @p.state +@p.defer_state @p.deprecated_state @p.target +@p.target_path @p.threads @p.vars @requires.postflight @@ -689,8 +774,10 @@ def source(ctx, **kwargs): @p.select @p.selector @p.state +@p.defer_state @p.deprecated_state @p.target +@p.target_path @p.threads @p.vars @requires.postflight @@ -734,6 +821,7 @@ def freshness(ctx, **kwargs): @p.select @p.selector @p.state +@p.defer_state @p.deprecated_state @p.store_failures @p.target diff --git a/core/dbt/cli/option_types.py b/core/dbt/cli/option_types.py index b5eea995624..34d7314e867 100644 --- a/core/dbt/cli/option_types.py +++ b/core/dbt/cli/option_types.py @@ -1,7 +1,7 @@ from click import ParamType, Choice -from dbt.config.utils import parse_cli_vars -from dbt.exceptions import ValidationError +from dbt.config.utils import parse_cli_yaml_string +from dbt.exceptions import ValidationError, DbtValidationError, OptionNotYamlDictError from dbt.helper_types import WarnErrorOptions @@ -16,8 +16,9 @@ def convert(self, value, param, ctx): if not isinstance(value, str): self.fail(f"Cannot load YAML from type {type(value)}", param, ctx) try: - return parse_cli_vars(value) - except ValidationError: + param_option_name = param.opts[0] if param.opts else param.name + return parse_cli_yaml_string(value, param_option_name.strip("-")) + except (ValidationError, DbtValidationError, OptionNotYamlDictError): self.fail(f"String '{value}' is not valid YAML", param, ctx) diff --git a/core/dbt/cli/params.py b/core/dbt/cli/params.py index 2f03aaf62fc..f7a7365a07e 100644 --- a/core/dbt/cli/params.py +++ b/core/dbt/cli/params.py @@ -1,4 +1,4 @@ -from pathlib import Path, PurePath +from pathlib import Path import click from dbt.cli.options import MultiOption @@ -23,7 +23,7 @@ cache_selected_only = click.option( "--cache-selected-only/--no-cache-selected-only", envvar="DBT_CACHE_SELECTED_ONLY", - help="Pre cache database objects relevant to selected resource only.", + help="At start of run, populate relational cache only for schemas containing selected nodes, or for all schemas of interest.", ) introspect = click.option( @@ -40,10 +40,18 @@ default=True, ) +compile_inject_ephemeral_ctes = click.option( + "--inject-ephemeral-ctes/--no-inject-ephemeral-ctes", + envvar=None, + help="Internal flag controlling injection of referenced ephemeral models' CTEs during `compile`.", + hidden=True, + default=True, +) + config_dir = click.option( "--config-dir", envvar=None, - help="Show the configured location for the profiles.yml file and exit", + help="Print a system-specific command to access the directory that the current dbt project is searching for a profiles.yml. Then, exit. This flag renders other debug step flags no-ops.", is_flag=True, ) @@ -121,7 +129,7 @@ log_cache_events = click.option( "--log-cache-events/--no-log-cache-events", - help="Enable verbose adapter cache logging.", + help="Enable verbose logging for relational cache events to help when debugging.", envvar="DBT_LOG_CACHE_EVENTS", ) @@ -171,6 +179,15 @@ default=True, ) +log_file_max_bytes = click.option( + "--log-file-max-bytes", + envvar="DBT_LOG_FILE_MAX_BYTES", + help="Configure the max file size in bytes for a single dbt.log file, before rolling over. 0 means no limit.", + default=10 * 1024 * 1024, # 10mb + type=click.INT, + hidden=True, +) + log_path = click.option( "--log-path", envvar="DBT_LOG_PATH", @@ -229,7 +246,7 @@ envvar=None, help="Specify the output path for the JSON report. By default, outputs to 'target/sources.json'", type=click.Path(file_okay=True, dir_okay=False, writable=True), - default=PurePath.joinpath(Path.cwd(), "target/sources.json"), + default=None, ) partial_parse = click.option( @@ -239,10 +256,27 @@ default=True, ) +partial_parse_file_path = click.option( + "--partial-parse-file-path", + envvar="DBT_PARTIAL_PARSE_FILE_PATH", + help="Internal flag for path to partial_parse.manifest file.", + default=None, + hidden=True, + type=click.Path(exists=True, dir_okay=False, resolve_path=True), +) + +partial_parse_file_diff = click.option( + "--partial-parse-file-diff/--no-partial-parse-file-diff", + envvar="DBT_PARTIAL_PARSE_FILE_DIFF", + help="Internal flag for whether to compute a file diff during partial parsing.", + hidden=True, + default=True, +) + populate_cache = click.option( "--populate-cache/--no-populate-cache", envvar="DBT_POPULATE_CACHE", - help="Allow for partial parsing by looking for and writing to a pickle file in the target directory. This overrides the user configuration file.", + help="At start of run, use `show` or `information_schema` queries to populate a relational cache, which can speed up subsequent materializations.", default=True, ) @@ -293,6 +327,8 @@ ) # `dbt debug` uses this because it implements custom behaviour for non-existent profiles.yml directories +# `dbt deps` does not load a profile at all +# `dbt init` will write profiles.yml if it doesn't yet exist profiles_dir_exists_false = click.option( "--profiles-dir", envvar="DBT_PROFILES_DIR", @@ -369,9 +405,9 @@ # Most CLI arguments should use the combined `select` option that aliases `--models` to `--select`. # However, if you need to split out these separators (like `dbt ls`), use the `models` and `raw_select` options instead. # See https://github.com/dbt-labs/dbt-core/pull/6774#issuecomment-1408476095 for more info. -models = click.option(*model_decls, **select_attrs) -raw_select = click.option(*select_decls, **select_attrs) -select = click.option(*select_decls, *model_decls, **select_attrs) +models = click.option(*model_decls, **select_attrs) # type: ignore[arg-type] +raw_select = click.option(*select_decls, **select_attrs) # type: ignore[arg-type] +select = click.option(*select_decls, *model_decls, **select_attrs) # type: ignore[arg-type] selector = click.option( "--selector", @@ -414,15 +450,35 @@ is_flag=True, ) +empty_catalog = click.option( + "--empty-catalog", + help="If specified, generate empty catalog.json file during the `dbt docs generate` command.", + default=False, + is_flag=True, +) + state = click.option( "--state", envvar="DBT_STATE", - help="If set, use the given directory as the source for JSON files to compare with this project.", + help="Unless overridden, use this state directory for both state comparison and deferral.", type=click.Path( dir_okay=True, file_okay=False, readable=True, - resolve_path=True, + resolve_path=False, + path_type=Path, + ), +) + +defer_state = click.option( + "--defer-state", + envvar="DBT_DEFER_STATE", + help="Override the state directory for deferral only.", + type=click.Path( + dir_okay=True, + file_okay=False, + readable=True, + resolve_path=False, path_type=Path, ), ) @@ -469,6 +525,13 @@ type=click.Path(), ) +debug_connection = click.option( + "--connection", + envvar=None, + help="Test the connection to the target database independent of dependency checks.", + is_flag=True, +) + threads = click.option( "--threads", envvar=None, diff --git a/core/dbt/cli/requires.py b/core/dbt/cli/requires.py index 07409d9da08..e8d9e69cc80 100644 --- a/core/dbt/cli/requires.py +++ b/core/dbt/cli/requires.py @@ -23,6 +23,7 @@ from dbt.profiler import profiler from dbt.tracking import active_user, initialize_from_flags, track_run from dbt.utils import cast_dict_to_dict_of_strings +from dbt.plugins import set_up_plugin_manager, get_plugin_manager from click import Context from functools import update_wrapper @@ -160,6 +161,9 @@ def wrapper(*args, **kwargs): ) ctx.obj["project"] = project + # Plugins + set_up_plugin_manager(project_name=project.project_name) + if dbt.tracking.active_user is not None: project_id = None if project is None else project.hashed_name() @@ -240,12 +244,17 @@ def wrapper(*args, **kwargs): # a manifest has already been set on the context, so don't overwrite it if ctx.obj.get("manifest") is None: manifest = ManifestLoader.get_full_manifest( - runtime_config, write_perf_info=write_perf_info + runtime_config, + write_perf_info=write_perf_info, ) ctx.obj["manifest"] = manifest if write and ctx.obj["flags"].write_json: - write_manifest(manifest, ctx.obj["runtime_config"].target_path) + write_manifest(manifest, runtime_config.project_target_path) + pm = get_plugin_manager(runtime_config.project_name) + plugin_artifacts = pm.get_manifest_artifacts(manifest) + for path, plugin_artifact in plugin_artifacts.items(): + plugin_artifact.write(path) return func(*args, **kwargs) diff --git a/core/dbt/cli/types.py b/core/dbt/cli/types.py new file mode 100644 index 00000000000..14028a69451 --- /dev/null +++ b/core/dbt/cli/types.py @@ -0,0 +1,40 @@ +from enum import Enum +from typing import List + +from dbt.exceptions import DbtInternalError + + +class Command(Enum): + BUILD = "build" + CLEAN = "clean" + COMPILE = "compile" + CLONE = "clone" + DOCS_GENERATE = "generate" + DOCS_SERVE = "serve" + DEBUG = "debug" + DEPS = "deps" + INIT = "init" + LIST = "list" + PARSE = "parse" + RUN = "run" + RUN_OPERATION = "run-operation" + SEED = "seed" + SHOW = "show" + SNAPSHOT = "snapshot" + SOURCE_FRESHNESS = "freshness" + TEST = "test" + RETRY = "retry" + + @classmethod + def from_str(cls, s: str) -> "Command": + try: + return cls(s) + except ValueError: + raise DbtInternalError(f"No value '{s}' exists in Command enum") + + def to_list(self) -> List[str]: + return { + Command.DOCS_GENERATE: ["docs", "generate"], + Command.DOCS_SERVE: ["docs", "serve"], + Command.SOURCE_FRESHNESS: ["source", "freshness"], + }.get(self, [self.value]) diff --git a/core/dbt/clients/agate_helper.py b/core/dbt/clients/agate_helper.py index 1d69a2bd17f..29db25fe570 100644 --- a/core/dbt/clients/agate_helper.py +++ b/core/dbt/clients/agate_helper.py @@ -9,10 +9,23 @@ from dbt.exceptions import DbtRuntimeError - BOM = BOM_UTF8.decode("utf-8") # '\ufeff' +class Integer(agate.data_types.DataType): + def cast(self, d): + # by default agate will cast none as a Number + # but we need to cast it as an Integer to preserve + # the type when merging and unioning tables + if type(d) == int or d is None: + return d + else: + raise agate.exceptions.CastError('Can not parse value "%s" as Integer.' % d) + + def jsonify(self, d): + return d + + class Number(agate.data_types.Number): # undo the change in https://github.com/wireservice/agate/pull/733 # i.e. do not cast True and False to numeric 1 and 0 @@ -48,6 +61,7 @@ def build_type_tester( ) -> agate.TypeTester: types = [ + Integer(null_values=("null", "")), Number(null_values=("null", "")), agate.data_types.Date(null_values=("null", ""), date_format="%Y-%m-%d"), agate.data_types.DateTime(null_values=("null", ""), datetime_format="%Y-%m-%d %H:%M:%S"), @@ -135,12 +149,12 @@ def as_matrix(table): return [r.values() for r in table.rows.values()] -def from_csv(abspath, text_columns): +def from_csv(abspath, text_columns, delimiter=","): type_tester = build_type_tester(text_columns=text_columns) with open(abspath, encoding="utf-8") as fp: if fp.read(1) != BOM: fp.seek(0) - return agate.Table.from_csv(fp, column_types=type_tester) + return agate.Table.from_csv(fp, column_types=type_tester, delimiter=delimiter) class _NullMarker: @@ -166,6 +180,13 @@ def __setitem__(self, key, value): elif isinstance(value, _NullMarker): # use the existing value return + # when one table column is Number while another is Integer, force the column to Number on merge + elif isinstance(value, Integer) and isinstance(existing_type, agate.data_types.Number): + # use the existing value + return + elif isinstance(existing_type, Integer) and isinstance(value, agate.data_types.Number): + # overwrite + super().__setitem__(key, value) elif not isinstance(value, type(existing_type)): # actual type mismatch! raise DbtRuntimeError( @@ -177,8 +198,9 @@ def finalize(self) -> Dict[str, agate.data_types.DataType]: result: Dict[str, agate.data_types.DataType] = {} for key, value in self.items(): if isinstance(value, _NullMarker): - # this is what agate would do. - result[key] = agate.data_types.Number() + # agate would make it a Number but we'll make it Integer so that if this column + # gets merged with another Integer column, it won't get forced to a Number + result[key] = Integer() else: result[key] = value return result diff --git a/core/dbt/clients/jinja.py b/core/dbt/clients/jinja.py index 9674a1265e6..37097dbd805 100644 --- a/core/dbt/clients/jinja.py +++ b/core/dbt/clients/jinja.py @@ -191,7 +191,7 @@ def render(self, *args, **kwargs): class TemplateCache: - def __init__(self): + def __init__(self) -> None: self.file_cache: Dict[str, jinja2.Template] = {} def get_node_template(self, node) -> jinja2.Template: @@ -565,6 +565,8 @@ def _requote_result(raw_value: str, rendered: str) -> str: # is small enough that I've just chosen the more readable option. _HAS_RENDER_CHARS_PAT = re.compile(r"({[{%#]|[#}%]})") +_render_cache: Dict[str, Any] = dict() + def get_rendered( string: str, @@ -572,15 +574,21 @@ def get_rendered( node=None, capture_macros: bool = False, native: bool = False, -) -> str: +) -> Any: # performance optimization: if there are no jinja control characters in the # string, we can just return the input. Fall back to jinja if the type is # not a string or if native rendering is enabled (so '1' -> 1, etc...) # If this is desirable in the native env as well, we could handle the # native=True case by passing the input string to ast.literal_eval, like # the native renderer does. - if not native and isinstance(string, str) and _HAS_RENDER_CHARS_PAT.search(string) is None: - return string + has_render_chars = not isinstance(string, str) or _HAS_RENDER_CHARS_PAT.search(string) + + if not has_render_chars: + if not native: + return string + elif string in _render_cache: + return _render_cache[string] + template = get_template( string, ctx, @@ -588,7 +596,13 @@ def get_rendered( capture_macros=capture_macros, native=native, ) - return render_template(template, ctx, node) + + rendered = render_template(template, ctx, node) + + if not has_render_chars and native: + _render_cache[string] = rendered + + return rendered def undefined_error(msg) -> NoReturn: diff --git a/core/dbt/clients/jinja_static.py b/core/dbt/clients/jinja_static.py index 47790166ae5..8184c43622e 100644 --- a/core/dbt/clients/jinja_static.py +++ b/core/dbt/clients/jinja_static.py @@ -141,7 +141,7 @@ def statically_parse_adapter_dispatch(func_call, ctx, db_wrapper): macro = db_wrapper.dispatch(func_name, macro_namespace=macro_namespace).macro func_name = f"{macro.package_name}.{macro.name}" possible_macro_calls.append(func_name) - else: # this is only for test/unit/test_macro_calls.py + else: # this is only for tests/unit/test_macro_calls.py if macro_namespace: packages = [macro_namespace] else: diff --git a/core/dbt/clients/system.py b/core/dbt/clients/system.py index 24e1d59fd25..66c59354b4f 100644 --- a/core/dbt/clients/system.py +++ b/core/dbt/clients/system.py @@ -211,7 +211,7 @@ def _windows_rmdir_readonly(func: Callable[[str], Any], path: str, exc: Tuple[An def resolve_path_from_base(path_to_resolve: str, base_path: str) -> str: """ - If path-to_resolve is a relative path, create an absolute path + If path_to_resolve is a relative path, create an absolute path with base_path as the base. If path_to_resolve is an absolute path or a user path (~), just diff --git a/core/dbt/compilation.py b/core/dbt/compilation.py index e5503af462e..f37e248515a 100644 --- a/core/dbt/compilation.py +++ b/core/dbt/compilation.py @@ -1,8 +1,9 @@ import argparse +import json + import networkx as nx # type: ignore import os import pickle -import sqlparse from collections import defaultdict from typing import List, Dict, Any, Tuple, Optional @@ -27,13 +28,14 @@ DbtRuntimeError, ) from dbt.graph import Graph -from dbt.events.functions import fire_event -from dbt.events.types import FoundStats, WritingInjectedSQLForNode +from dbt.events.functions import fire_event, get_invocation_id +from dbt.events.types import FoundStats, Note, WritingInjectedSQLForNode from dbt.events.contextvars import get_node_info from dbt.node_types import NodeType, ModelLanguage from dbt.events.format import pluralize import dbt.tracking import dbt.task.list as list_task +import sqlparse graph_file_name = "graph.gpickle" @@ -46,9 +48,10 @@ def print_compile_stats(stats): NodeType.Analysis: "analysis", NodeType.Macro: "macro", NodeType.Operation: "operation", - NodeType.Seed: "seed file", + NodeType.Seed: "seed", NodeType.Source: "source", NodeType.Exposure: "exposure", + NodeType.SemanticModel: "semantic model", NodeType.Metric: "metric", NodeType.Group: "group", } @@ -61,7 +64,8 @@ def print_compile_stats(stats): resource_counts = {k.pluralize(): v for k, v in results.items()} dbt.tracking.track_resource_counts(resource_counts) - stat_line = ", ".join([pluralize(ct, names.get(t)) for t, ct in results.items() if t in names]) + # do not include resource types that are not actually defined in the project + stat_line = ", ".join([pluralize(ct, names.get(t)) for t, ct in stats.items() if t in names]) fire_event(FoundStats(stat_line=stat_line)) @@ -80,16 +84,16 @@ def _generate_stats(manifest: Manifest): if _node_enabled(node): stats[node.resource_type] += 1 - for source in manifest.sources.values(): - stats[source.resource_type] += 1 - for exposure in manifest.exposures.values(): - stats[exposure.resource_type] += 1 - for metric in manifest.metrics.values(): - stats[metric.resource_type] += 1 - for macro in manifest.macros.values(): - stats[macro.resource_type] += 1 - for group in manifest.groups.values(): - stats[group.resource_type] += 1 + # Disabled nodes don't appear in the following collections, so we don't check. + stats[NodeType.Source] += len(manifest.sources) + stats[NodeType.Exposure] += len(manifest.exposures) + stats[NodeType.Metric] += len(manifest.metrics) + stats[NodeType.Macro] += len(manifest.macros) + stats[NodeType.Group] += len(manifest.groups) + stats[NodeType.SemanticModel] += len(manifest.semantic_models) + + # TODO: should we be counting dimensions + entities? + return stats @@ -161,13 +165,120 @@ def write_graph(self, outfile: str, manifest: Manifest): with open(outfile, "wb") as outfh: pickle.dump(out_graph, outfh, protocol=pickle.HIGHEST_PROTOCOL) + def link_node(self, node: GraphMemberNode, manifest: Manifest): + self.add_node(node.unique_id) + + for dependency in node.depends_on_nodes: + if dependency in manifest.nodes: + self.dependency(node.unique_id, (manifest.nodes[dependency].unique_id)) + elif dependency in manifest.sources: + self.dependency(node.unique_id, (manifest.sources[dependency].unique_id)) + elif dependency in manifest.metrics: + self.dependency(node.unique_id, (manifest.metrics[dependency].unique_id)) + elif dependency in manifest.semantic_models: + self.dependency(node.unique_id, (manifest.semantic_models[dependency].unique_id)) + else: + raise GraphDependencyNotFoundError(node, dependency) + + def link_graph(self, manifest: Manifest): + for source in manifest.sources.values(): + self.add_node(source.unique_id) + for semantic_model in manifest.semantic_models.values(): + self.add_node(semantic_model.unique_id) + for node in manifest.nodes.values(): + self.link_node(node, manifest) + for exposure in manifest.exposures.values(): + self.link_node(exposure, manifest) + for metric in manifest.metrics.values(): + self.link_node(metric, manifest) + + cycle = self.find_cycles() + + if cycle: + raise RuntimeError("Found a cycle: {}".format(cycle)) + + def add_test_edges(self, manifest: Manifest) -> None: + """This method adds additional edges to the DAG. For a given non-test + executable node, add an edge from an upstream test to the given node if + the set of nodes the test depends on is a subset of the upstream nodes + for the given node.""" + + # Given a graph: + # model1 --> model2 --> model3 + # | | + # | \/ + # \/ test 2 + # test1 + # + # Produce the following graph: + # model1 --> model2 --> model3 + # | /\ | /\ /\ + # | | \/ | | + # \/ | test2 ----| | + # test1 ----|---------------| + + for node_id in self.graph: + # If node is executable (in manifest.nodes) and does _not_ + # represent a test, continue. + if ( + node_id in manifest.nodes + and manifest.nodes[node_id].resource_type != NodeType.Test + ): + # Get *everything* upstream of the node + all_upstream_nodes = nx.traversal.bfs_tree(self.graph, node_id, reverse=True) + # Get the set of upstream nodes not including the current node. + upstream_nodes = set([n for n in all_upstream_nodes if n != node_id]) + + # Get all tests that depend on any upstream nodes. + upstream_tests = [] + for upstream_node in upstream_nodes: + upstream_tests += _get_tests_for_node(manifest, upstream_node) + + for upstream_test in upstream_tests: + # Get the set of all nodes that the test depends on + # including the upstream_node itself. This is necessary + # because tests can depend on multiple nodes (ex: + # relationship tests). Test nodes do not distinguish + # between what node the test is "testing" and what + # node(s) it depends on. + test_depends_on = set(manifest.nodes[upstream_test].depends_on_nodes) + + # If the set of nodes that an upstream test depends on + # is a subset of all upstream nodes of the current node, + # add an edge from the upstream test to the current node. + if test_depends_on.issubset(upstream_nodes): + self.graph.add_edge(upstream_test, node_id, edge_type="parent_test") + + def get_graph(self, manifest: Manifest) -> Graph: + self.link_graph(manifest) + return Graph(self.graph) + + def get_graph_summary(self, manifest: Manifest) -> Dict[int, Dict[str, Any]]: + """Create a smaller summary of the graph, suitable for basic diagnostics + and performance tuning. The summary includes only the edge structure, + node types, and node names. Each of the n nodes is assigned an integer + index 0, 1, 2,..., n-1 for compactness""" + graph_nodes = dict() + index_dict = dict() + for node_index, node_name in enumerate(self.graph): + index_dict[node_name] = node_index + data = manifest.expect(node_name).to_dict(omit_none=True) + graph_nodes[node_index] = {"name": node_name, "type": data["resource_type"]} + + for node_index, node in graph_nodes.items(): + successors = [index_dict[n] for n in self.graph.successors(node["name"])] + if successors: + node["succ"] = [index_dict[n] for n in self.graph.successors(node["name"])] + + return graph_nodes + class Compiler: def __init__(self, config): self.config = config def initialize(self): - make_directory(self.config.target_path) + make_directory(self.config.project_target_path) make_directory(self.config.packages_install_path) # creates a ModelContext which is converted to @@ -193,62 +304,6 @@ def add_ephemeral_prefix(self, name: str): relation_cls = adapter.Relation return relation_cls.add_ephemeral_prefix(name) - def _inject_ctes_into_sql(self, sql: str, ctes: List[InjectedCTE]) -> str: - """ - `ctes` is a list of InjectedCTEs like: - - [ - InjectedCTE( - id="cte_id_1", - sql="__dbt__cte__ephemeral as (select * from table)", - ), - InjectedCTE( - id="cte_id_2", - sql="__dbt__cte__events as (select id, type from events)", - ), - ] - - Given `sql` like: - - "with internal_cte as (select * from sessions) - select * from internal_cte" - - This will spit out: - - "with __dbt__cte__ephemeral as (select * from table), - __dbt__cte__events as (select id, type from events), - with internal_cte as (select * from sessions) - select * from internal_cte" - - (Whitespace enhanced for readability.) - """ - if len(ctes) == 0: - return sql - - parsed_stmts = sqlparse.parse(sql) - parsed = parsed_stmts[0] - - with_stmt = None - for token in parsed.tokens: - if token.is_keyword and token.normalized == "WITH": - with_stmt = token - break - - if with_stmt is None: - # no with stmt, add one, and inject CTEs right at the beginning - first_token = parsed.token_first() - with_stmt = sqlparse.sql.Token(sqlparse.tokens.Keyword, "with") - parsed.insert_before(first_token, with_stmt) - else: - # stmt exists, add a comma (which will come after injected CTEs) - trailing_comma = sqlparse.sql.Token(sqlparse.tokens.Punctuation, ",") - parsed.insert_after(with_stmt, trailing_comma) - - token = sqlparse.sql.Token(sqlparse.tokens.Keyword, ", ".join(c.sql for c in ctes)) - parsed.insert_after(with_stmt, token) - - return str(parsed) - def _recursively_prepend_ctes( self, model: ManifestSQLNode, @@ -265,6 +320,10 @@ def _recursively_prepend_ctes( if model.compiled_code is None: raise DbtRuntimeError("Cannot inject ctes into an uncompiled node", model) + # tech debt: safe flag/arg access (#6259) + if not getattr(self.config.args, "inject_ephemeral_ctes", True): + return (model, []) + # extra_ctes_injected flag says that we've already recursively injected the ctes if model.extra_ctes_injected: return (model, model.extra_ctes) @@ -323,16 +382,16 @@ def _recursively_prepend_ctes( _add_prepended_cte(prepended_ctes, InjectedCTE(id=cte.id, sql=sql)) - injected_sql = self._inject_ctes_into_sql( - model.compiled_code, - prepended_ctes, - ) # Check again before updating for multi-threading if not model.extra_ctes_injected: + injected_sql = inject_ctes_into_sql( + model.compiled_code, + prepended_ctes, + ) + model.extra_ctes_injected = True model._pre_injected_sql = model.compiled_code model.compiled_code = injected_sql model.extra_ctes = prepended_ctes - model.extra_ctes_injected = True # if model.extra_ctes is not set to prepended ctes, something went wrong return model, model.extra_ctes @@ -385,102 +444,39 @@ def _compile_code( return node - def write_graph_file(self, linker: Linker, manifest: Manifest): - filename = graph_file_name - graph_path = os.path.join(self.config.target_path, filename) - flags = get_flags() - if flags.WRITE_JSON: - linker.write_graph(graph_path, manifest) - - def link_node(self, linker: Linker, node: GraphMemberNode, manifest: Manifest): - linker.add_node(node.unique_id) - - for dependency in node.depends_on_nodes: - if dependency in manifest.nodes: - linker.dependency(node.unique_id, (manifest.nodes[dependency].unique_id)) - elif dependency in manifest.sources: - linker.dependency(node.unique_id, (manifest.sources[dependency].unique_id)) - elif dependency in manifest.metrics: - linker.dependency(node.unique_id, (manifest.metrics[dependency].unique_id)) - else: - raise GraphDependencyNotFoundError(node, dependency) - - def link_graph(self, linker: Linker, manifest: Manifest, add_test_edges: bool = False): - for source in manifest.sources.values(): - linker.add_node(source.unique_id) - for node in manifest.nodes.values(): - self.link_node(linker, node, manifest) - for exposure in manifest.exposures.values(): - self.link_node(linker, exposure, manifest) - for metric in manifest.metrics.values(): - self.link_node(linker, metric, manifest) - - cycle = linker.find_cycles() - - if cycle: - raise RuntimeError("Found a cycle: {}".format(cycle)) - - if add_test_edges: - manifest.build_parent_and_child_maps() - self.add_test_edges(linker, manifest) - - def add_test_edges(self, linker: Linker, manifest: Manifest) -> None: - """This method adds additional edges to the DAG. For a given non-test - executable node, add an edge from an upstream test to the given node if - the set of nodes the test depends on is a subset of the upstream nodes - for the given node.""" - - # Given a graph: - # model1 --> model2 --> model3 - # | | - # | \/ - # \/ test 2 - # test1 - # - # Produce the following graph: - # model1 --> model2 --> model3 - # | /\ | /\ /\ - # | | \/ | | - # \/ | test2 ----| | - # test1 ----|---------------| - - for node_id in linker.graph: - # If node is executable (in manifest.nodes) and does _not_ - # represent a test, continue. - if ( - node_id in manifest.nodes - and manifest.nodes[node_id].resource_type != NodeType.Test - ): - # Get *everything* upstream of the node - all_upstream_nodes = nx.traversal.bfs_tree(linker.graph, node_id, reverse=True) - # Get the set of upstream nodes not including the current node. - upstream_nodes = set([n for n in all_upstream_nodes if n != node_id]) - - # Get all tests that depend on any upstream nodes. - upstream_tests = [] - for upstream_node in upstream_nodes: - upstream_tests += _get_tests_for_node(manifest, upstream_node) - - for upstream_test in upstream_tests: - # Get the set of all nodes that the test depends on - # including the upstream_node itself. This is necessary - # because tests can depend on multiple nodes (ex: - # relationship tests). Test nodes do not distinguish - # between what node the test is "testing" and what - # node(s) it depends on. - test_depends_on = set(manifest.nodes[upstream_test].depends_on_nodes) - - # If the set of nodes that an upstream test depends on - # is a subset of all upstream nodes of the current node, - # add an edge from the upstream test to the current node. - if test_depends_on.issubset(upstream_nodes): - linker.graph.add_edge(upstream_test, node_id) - + # This method doesn't actually "compile" any of the nodes. That is done by the + # "compile_node" method. This creates a Linker and builds the networkx graph, + # writes out the graph.gpickle file, and prints the stats, returning a Graph object. def compile(self, manifest: Manifest, write=True, add_test_edges=False) -> Graph: self.initialize() linker = Linker() + linker.link_graph(manifest) - self.link_graph(linker, manifest, add_test_edges) + # Create a file containing basic information about graph structure, + # supporting diagnostics and performance analysis. + summaries: Dict = dict() + summaries["_invocation_id"] = get_invocation_id() + summaries["linked"] = linker.get_graph_summary(manifest) + + if add_test_edges: + manifest.build_parent_and_child_maps() + linker.add_test_edges(manifest) + + # Create another diagnostic summary, just as above, but this time + # including the test edges. + summaries["with_test_edges"] = linker.get_graph_summary(manifest) + + with open( + os.path.join(self.config.project_target_path, "graph_summary.json"), "w" + ) as out_stream: + try: + out_stream.write(json.dumps(summaries)) + except Exception as e: # This is non-essential information, so merely note failures. + fire_event( + Note( + msg=f"An error was encountered writing the graph summary information: {e}" + ) + ) stats = _generate_stats(manifest) @@ -492,10 +488,18 @@ def compile(self, manifest: Manifest, write=True, add_test_edges=False) -> Graph self.config.args.__class__ == argparse.Namespace and self.config.args.cls == list_task.ListTask ): + stats = _generate_stats(manifest) print_compile_stats(stats) return Graph(linker.graph) + def write_graph_file(self, linker: Linker, manifest: Manifest): + filename = graph_file_name + graph_path = os.path.join(self.config.project_target_path, filename) + flags = get_flags() + if flags.WRITE_JSON: + linker.write_graph(graph_path, manifest) + # writes the "compiled_code" into the target/compiled directory def _write_node(self, node: ManifestSQLNode) -> ManifestSQLNode: if not node.extra_ctes_injected or node.resource_type in ( @@ -506,9 +510,8 @@ def _write_node(self, node: ManifestSQLNode) -> ManifestSQLNode: fire_event(WritingInjectedSQLForNode(node_info=get_node_info())) if node.compiled_code: - node.compiled_path = node.write_node( - self.config.target_path, "compiled", node.compiled_code - ) + node.compiled_path = node.get_target_write_path(self.config.target_path, "compiled") + node.write_node(self.config.project_root, node.compiled_path, node.compiled_code) return node def compile_node( @@ -524,9 +527,86 @@ def compile_node( the node's raw_code into compiled_code, and then calls the recursive method to "prepend" the ctes. """ + # Make sure Lexer for sqlparse 0.4.4 is initialized + from sqlparse.lexer import Lexer # type: ignore + + if hasattr(Lexer, "get_default_instance"): + Lexer.get_default_instance() + node = self._compile_code(node, manifest, extra_context) node, _ = self._recursively_prepend_ctes(node, manifest, extra_context) if write: self._write_node(node) return node + + +def inject_ctes_into_sql(sql: str, ctes: List[InjectedCTE]) -> str: + """ + `ctes` is a list of InjectedCTEs like: + + [ + InjectedCTE( + id="cte_id_1", + sql="__dbt__cte__ephemeral as (select * from table)", + ), + InjectedCTE( + id="cte_id_2", + sql="__dbt__cte__events as (select id, type from events)", + ), + ] + + Given `sql` like: + + "with internal_cte as (select * from sessions) + select * from internal_cte" + + This will spit out: + + "with __dbt__cte__ephemeral as (select * from table), + __dbt__cte__events as (select id, type from events), + internal_cte as (select * from sessions) + select * from internal_cte" + + (Whitespace enhanced for readability.) + """ + if len(ctes) == 0: + return sql + + parsed_stmts = sqlparse.parse(sql) + parsed = parsed_stmts[0] + + with_stmt = None + for token in parsed.tokens: + if token.is_keyword and token.normalized == "WITH": + with_stmt = token + elif token.is_keyword and token.normalized == "RECURSIVE" and with_stmt is not None: + with_stmt = token + break + elif not token.is_whitespace and with_stmt is not None: + break + + if with_stmt is None: + # no with stmt, add one, and inject CTEs right at the beginning + # [original_sql] + first_token = parsed.token_first() + with_token = sqlparse.sql.Token(sqlparse.tokens.Keyword, "with") + parsed.insert_before(first_token, with_token) + # [with][original_sql] + injected_ctes = ", ".join(c.sql for c in ctes) + " " + injected_ctes_token = sqlparse.sql.Token(sqlparse.tokens.Keyword, injected_ctes) + parsed.insert_after(with_token, injected_ctes_token) + # [with][joined_ctes][original_sql] + else: + # with stmt exists so we don't need to add one, but we do need to add a comma + # between the injected ctes and the original sql + # [with][original_sql] + injected_ctes = ", ".join(c.sql for c in ctes) + injected_ctes_token = sqlparse.sql.Token(sqlparse.tokens.Keyword, injected_ctes) + parsed.insert_after(with_stmt, injected_ctes_token) + # [with][joined_ctes][original_sql] + comma_token = sqlparse.sql.Token(sqlparse.tokens.Punctuation, ", ") + parsed.insert_after(injected_ctes_token, comma_token) + # [with][joined_ctes][, ][original_sql] + + return str(parsed) diff --git a/core/dbt/config/project.py b/core/dbt/config/project.py index 76a3980e26a..b4df9a5329d 100644 --- a/core/dbt/config/project.py +++ b/core/dbt/config/project.py @@ -16,6 +16,7 @@ from dbt.flags import get_flags from dbt import deprecations +from dbt.constants import DEPENDENCIES_FILE_NAME, PACKAGES_FILE_NAME from dbt.clients.system import path_exists, resolve_path_from_base, load_file_contents from dbt.clients.yaml_helper import load_yaml_text from dbt.contracts.connection import QueryComment @@ -93,17 +94,36 @@ def _load_yaml(path): return load_yaml_text(contents) -def package_data_from_root(project_root): - package_filepath = resolve_path_from_base("packages.yml", project_root) +def package_and_project_data_from_root(project_root): + package_filepath = resolve_path_from_base(PACKAGES_FILE_NAME, project_root) + dependencies_filepath = resolve_path_from_base(DEPENDENCIES_FILE_NAME, project_root) + packages_yml_dict = {} + dependencies_yml_dict = {} if path_exists(package_filepath): - packages_dict = _load_yaml(package_filepath) - else: - packages_dict = None - return packages_dict + packages_yml_dict = _load_yaml(package_filepath) or {} + if path_exists(dependencies_filepath): + dependencies_yml_dict = _load_yaml(dependencies_filepath) or {} + + if "packages" in packages_yml_dict and "packages" in dependencies_yml_dict: + msg = "The 'packages' key cannot be specified in both packages.yml and dependencies.yml" + raise DbtProjectError(msg) + if "projects" in packages_yml_dict: + msg = "The 'projects' key cannot be specified in packages.yml" + raise DbtProjectError(msg) + packages_specified_path = PACKAGES_FILE_NAME + packages_dict = {} + if "packages" in dependencies_yml_dict: + packages_dict["packages"] = dependencies_yml_dict["packages"] + packages_specified_path = DEPENDENCIES_FILE_NAME + else: # don't check for "packages" here so we capture invalid keys in packages.yml + packages_dict = packages_yml_dict -def package_config_from_data(packages_data: Dict[str, Any]): + return packages_dict, packages_specified_path + + +def package_config_from_data(packages_data: Dict[str, Any]) -> PackageConfig: if not packages_data: packages_data = {"packages": []} @@ -244,6 +264,7 @@ class RenderComponents: @dataclass class PartialProject(RenderComponents): + # This class includes the project_dict, packages_dict, selectors_dict, etc from RenderComponents profile_name: Optional[str] = field( metadata=dict(description="The unrendered profile name in the project, if set") ) @@ -260,6 +281,9 @@ class PartialProject(RenderComponents): verify_version: bool = field( metadata=dict(description=("If True, verify the dbt version matches the required version")) ) + packages_specified_path: str = field( + metadata=dict(description="The filename where packages were specified") + ) def render_profile_name(self, renderer) -> Optional[str]: if self.profile_name is None: @@ -272,7 +296,9 @@ def get_rendered( ) -> RenderComponents: rendered_project = renderer.render_project(self.project_dict, self.project_root) - rendered_packages = renderer.render_packages(self.packages_dict) + rendered_packages = renderer.render_packages( + self.packages_dict, self.packages_specified_path + ) rendered_selectors = renderer.render_selectors(self.selectors_dict) return RenderComponents( @@ -281,7 +307,7 @@ def get_rendered( selectors_dict=rendered_selectors, ) - # Called by 'collect_parts' in RuntimeConfig + # Called by Project.from_project_root (not PartialProject.from_project_root!) def render(self, renderer: DbtProjectYamlRenderer) -> "Project": try: rendered = self.get_rendered(renderer) @@ -315,10 +341,10 @@ def check_config_path( # this field is no longer supported, but many projects may specify it with the default value # if so, let's only raise this deprecation warning if they set a custom value if not default_value or project_dict[deprecated_path] != default_value: - deprecations.warn( - f"project-config-{deprecated_path}", - deprecated_path=deprecated_path, - ) + kwargs = {"deprecated_path": deprecated_path} + if expected_path: + kwargs.update({"exp_path": expected_path}) + deprecations.warn(f"project-config-{deprecated_path}", **kwargs) def create_project(self, rendered: RenderComponents) -> "Project": unrendered = RenderComponents( @@ -400,8 +426,10 @@ def create_project(self, rendered: RenderComponents) -> "Project": sources: Dict[str, Any] tests: Dict[str, Any] metrics: Dict[str, Any] + semantic_models: Dict[str, Any] exposures: Dict[str, Any] vars_value: VarProvider + dbt_cloud: Dict[str, Any] dispatch = cfg.dispatch models = cfg.models @@ -410,6 +438,7 @@ def create_project(self, rendered: RenderComponents) -> "Project": sources = cfg.sources tests = cfg.tests metrics = cfg.metrics + semantic_models = cfg.semantic_models exposures = cfg.exposures if cfg.vars is None: vars_dict: Dict[str, Any] = {} @@ -424,7 +453,7 @@ def create_project(self, rendered: RenderComponents) -> "Project": query_comment = _query_comment_from_cfg(cfg.query_comment) - packages = package_config_from_data(rendered.packages_dict) + packages: PackageConfig = package_config_from_data(rendered.packages_dict) selectors = selector_config_from_data(rendered.selectors_dict) manifest_selectors: Dict[str, Any] = {} if rendered.selectors_dict and rendered.selectors_dict["selectors"]: @@ -433,6 +462,8 @@ def create_project(self, rendered: RenderComponents) -> "Project": manifest_selectors = SelectorDict.parse_from_selectors_list( rendered.selectors_dict["selectors"] ) + dbt_cloud = cfg.dbt_cloud + project = Project( project_name=name, version=version, @@ -450,6 +481,7 @@ def create_project(self, rendered: RenderComponents) -> "Project": clean_targets=clean_targets, log_path=log_path, packages_install_path=packages_install_path, + packages_specified_path=self.packages_specified_path, quoting=quoting, models=models, on_run_start=on_run_start, @@ -465,11 +497,14 @@ def create_project(self, rendered: RenderComponents) -> "Project": sources=sources, tests=tests, metrics=metrics, + semantic_models=semantic_models, exposures=exposures, vars=vars_value, config_version=cfg.config_version, unrendered=unrendered, project_env_vars=project_env_vars, + restrict_access=cfg.restrict_access, + dbt_cloud=dbt_cloud, ) # sanity check - this means an internal issue project.validate() @@ -484,11 +519,13 @@ def from_dicts( selectors_dict: Dict[str, Any], *, verify_version: bool = False, + packages_specified_path: str = PACKAGES_FILE_NAME, ): """Construct a partial project from its constituent dicts.""" project_name = project_dict.get("name") profile_name = project_dict.get("profile") + # Create a PartialProject return cls( profile_name=profile_name, project_name=project_name, @@ -497,6 +534,7 @@ def from_dicts( packages_dict=packages_dict, selectors_dict=selectors_dict, verify_version=verify_version, + packages_specified_path=packages_specified_path, ) @classmethod @@ -505,7 +543,10 @@ def from_project_root( ) -> "PartialProject": project_root = os.path.normpath(project_root) project_dict = load_raw_project(project_root) - packages_dict = package_data_from_root(project_root) + ( + packages_dict, + packages_specified_path, + ) = package_and_project_data_from_root(project_root) selectors_dict = selector_data_from_root(project_root) return cls.from_dicts( project_root=project_root, @@ -513,6 +554,7 @@ def from_project_root( selectors_dict=selectors_dict, packages_dict=packages_dict, verify_version=verify_version, + packages_specified_path=packages_specified_path, ) @@ -552,6 +594,7 @@ class Project: clean_targets: List[str] log_path: str packages_install_path: str + packages_specified_path: str quoting: Dict[str, Any] models: Dict[str, Any] on_run_start: List[str] @@ -562,16 +605,19 @@ class Project: sources: Dict[str, Any] tests: Dict[str, Any] metrics: Dict[str, Any] + semantic_models: Dict[str, Any] exposures: Dict[str, Any] vars: VarProvider dbt_version: List[VersionSpecifier] - packages: Dict[str, Any] + packages: PackageConfig manifest_selectors: Dict[str, Any] selectors: SelectorConfig query_comment: QueryComment config_version: int unrendered: RenderComponents project_env_vars: Dict[str, Any] + restrict_access: bool + dbt_cloud: Dict[str, Any] @property def all_source_paths(self) -> List[str]: @@ -636,10 +682,13 @@ def to_project_config(self, with_packages=False): "sources": self.sources, "tests": self.tests, "metrics": self.metrics, + "semantic-models": self.semantic_models, "exposures": self.exposures, "vars": self.vars.to_dict(), "require-dbt-version": [v.to_version_string() for v in self.dbt_version], "config-version": self.config_version, + "restrict-access": self.restrict_access, + "dbt-cloud": self.dbt_cloud, } ) if self.query_comment: @@ -656,13 +705,9 @@ def validate(self): except ValidationError as e: raise ProjectContractBrokenError(e) from e - @classmethod - def partial_load(cls, project_root: str, *, verify_version: bool = False) -> PartialProject: - return PartialProject.from_project_root( - project_root, - verify_version=verify_version, - ) - + # Called by: + # RtConfig.load_dependencies => RtConfig.load_projects => RtConfig.new_project => Project.from_project_root + # RtConfig.from_args => RtConfig.collect_parts => load_project => Project.from_project_root @classmethod def from_project_root( cls, @@ -700,3 +745,8 @@ def get_macro_search_order(self, macro_namespace: str): if dispatch_entry["macro_namespace"] == macro_namespace: return dispatch_entry["search_order"] return None + + @property + def project_target_path(self): + # If target_path is absolute, project_root will not be included + return os.path.join(self.project_root, self.target_path) diff --git a/core/dbt/config/renderer.py b/core/dbt/config/renderer.py index 3de826d4d54..aba4791c86c 100644 --- a/core/dbt/config/renderer.py +++ b/core/dbt/config/renderer.py @@ -1,9 +1,10 @@ from typing import Dict, Any, Tuple, Optional, Union, Callable import re import os +from datetime import date from dbt.clients.jinja import get_rendered, catch_jinja -from dbt.constants import SECRET_ENV_PREFIX +from dbt.constants import SECRET_ENV_PREFIX, DEPENDENCIES_FILE_NAME from dbt.context.target import TargetContext from dbt.context.secret import SecretContext, SECRET_PLACEHOLDER from dbt.context.base import BaseContext @@ -33,10 +34,10 @@ def render_entry(self, value: Any, keypath: Keypath) -> Any: return self.render_value(value, keypath) def render_value(self, value: Any, keypath: Optional[Keypath] = None) -> Any: - # keypath is ignored. - # if it wasn't read as a string, ignore it + # keypath is ignored (and someone who knows should explain why here) if not isinstance(value, str): - return value + return value if not isinstance(value, date) else value.isoformat() + try: with catch_jinja(): return get_rendered(value, self.context, native=True) @@ -131,10 +132,15 @@ def render_project( rendered_project["project-root"] = project_root return rendered_project - def render_packages(self, packages: Dict[str, Any]): + def render_packages(self, packages: Dict[str, Any], packages_specified_path: str): """Render the given packages dict""" + packages = packages or {} # Sometimes this is none in tests package_renderer = self.get_package_renderer() - return package_renderer.render_data(packages) + if packages_specified_path == DEPENDENCIES_FILE_NAME: + # We don't want to render the "packages" dictionary that came from dependencies.yml + return packages + else: + return package_renderer.render_data(packages) def render_selectors(self, selectors: Dict[str, Any]): return self.render_data(selectors) @@ -182,7 +188,17 @@ def render_value(self, value: Any, keypath: Optional[Keypath] = None) -> Any: # First, standard Jinja rendering, with special handling for 'secret' environment variables # "{{ env_var('DBT_SECRET_ENV_VAR') }}" -> "$$$DBT_SECRET_START$$$DBT_SECRET_ENV_{VARIABLE_NAME}$$$DBT_SECRET_END$$$" # This prevents Jinja manipulation of secrets via macros/filters that might leak partial/modified values in logs - rendered = super().render_value(value, keypath) + + try: + rendered = super().render_value(value, keypath) + except Exception as ex: + if keypath and "password" in keypath: + # Passwords sometimes contain jinja-esque characters, but we + # don't want to render them if they aren't valid jinja. + rendered = value + else: + raise ex + # Now, detect instances of the placeholder value ($$$DBT_SECRET_START...DBT_SECRET_END$$$) # and replace them with the actual secret value if SECRET_ENV_PREFIX in str(rendered): diff --git a/core/dbt/config/runtime.py b/core/dbt/config/runtime.py index d58a9009922..192653c9fd4 100644 --- a/core/dbt/config/runtime.py +++ b/core/dbt/config/runtime.py @@ -38,6 +38,7 @@ from .renderer import DbtProjectYamlRenderer, ProfileRenderer +# Called by RuntimeConfig.collect_parts class method def load_project( project_root: str, version_check: bool, @@ -150,6 +151,7 @@ def from_parts( clean_targets=project.clean_targets, log_path=project.log_path, packages_install_path=project.packages_install_path, + packages_specified_path=project.packages_specified_path, quoting=quoting, models=project.models, on_run_start=project.on_run_start, @@ -165,11 +167,13 @@ def from_parts( sources=project.sources, tests=project.tests, metrics=project.metrics, + semantic_models=project.semantic_models, exposures=project.exposures, vars=project.vars, config_version=project.config_version, unrendered=project.unrendered, project_env_vars=project.project_env_vars, + restrict_access=project.restrict_access, profile_env_vars=profile.profile_env_vars, profile_name=profile.profile_name, target_name=profile.target_name, @@ -179,6 +183,7 @@ def from_parts( args=args, cli_vars=cli_vars, dependencies=dependencies, + dbt_cloud=project.dbt_cloud, ) # Called by 'load_projects' in this class @@ -236,6 +241,7 @@ def validate(self): except ValidationError as e: raise ConfigContractBrokenError(e) from e + # Called by RuntimeConfig.from_args @classmethod def collect_parts(cls: Type["RuntimeConfig"], args: Any) -> Tuple[Project, Profile]: # profile_name from the project @@ -250,7 +256,7 @@ def collect_parts(cls: Type["RuntimeConfig"], args: Any) -> Tuple[Project, Profi project = load_project(project_root, bool(flags.VERSION_CHECK), profile, cli_vars) return project, profile - # Called in main.py, lib.py, task/base.py + # Called in task/base.py, in BaseTask.from_args @classmethod def from_args(cls, args: Any) -> "RuntimeConfig": """Given arguments, read in dbt_project.yml from the current directory, @@ -271,7 +277,11 @@ def from_args(cls, args: Any) -> "RuntimeConfig": ) def get_metadata(self) -> ManifestMetadata: - return ManifestMetadata(project_id=self.hashed_name(), adapter_type=self.credentials.type) + return ManifestMetadata( + project_name=self.project_name, + project_id=self.hashed_name(), + adapter_type=self.credentials.type, + ) def _get_v2_config_paths( self, @@ -314,6 +324,7 @@ def get_resource_config_paths(self) -> Dict[str, PathSet]: "sources": self._get_config_paths(self.sources), "tests": self._get_config_paths(self.tests), "metrics": self._get_config_paths(self.metrics), + "semantic_models": self._get_config_paths(self.semantic_models), "exposures": self._get_config_paths(self.exposures), } @@ -358,6 +369,7 @@ def load_dependencies(self, base_only=False) -> Mapping[str, "RuntimeConfig"]: raise UninstalledPackagesFoundError( count_packages_specified, count_packages_installed, + self.packages_specified_path, self.packages_install_path, ) project_paths = itertools.chain(internal_packages, self._get_project_directories()) diff --git a/core/dbt/config/selectors.py b/core/dbt/config/selectors.py index e26ee01d316..63f67c14902 100644 --- a/core/dbt/config/selectors.py +++ b/core/dbt/config/selectors.py @@ -21,7 +21,7 @@ the contents of this file and fix any errors before retrying. You can find more information on the syntax for this file here: -https://docs.getdbt.com/docs/package-management +https://docs.getdbt.com/reference/node-selection/yaml-selectors Validator Error: {error} diff --git a/core/dbt/config/utils.py b/core/dbt/config/utils.py index 8367d0716ba..18951665c53 100644 --- a/core/dbt/config/utils.py +++ b/core/dbt/config/utils.py @@ -19,6 +19,6 @@ def parse_cli_yaml_string(var_string: str, cli_option_name: str) -> Dict[str, An return cli_vars else: raise OptionNotYamlDictError(var_type, cli_option_name) - except DbtValidationError: + except (DbtValidationError, OptionNotYamlDictError): fire_event(InvalidOptionYAML(option_name=cli_option_name)) raise diff --git a/core/dbt/constants.py b/core/dbt/constants.py index 63213476e54..f52ac23fefe 100644 --- a/core/dbt/constants.py +++ b/core/dbt/constants.py @@ -8,3 +8,9 @@ PIN_PACKAGE_URL = ( "https://docs.getdbt.com/docs/package-management#section-specifying-package-versions" ) + +PACKAGES_FILE_NAME = "packages.yml" +DEPENDENCIES_FILE_NAME = "dependencies.yml" +MANIFEST_FILE_NAME = "manifest.json" +SEMANTIC_MANIFEST_FILE_NAME = "semantic_manifest.json" +PARTIAL_PARSE_FILE_NAME = "partial_parse.msgpack" diff --git a/core/dbt/context/base.py b/core/dbt/context/base.py index 99c1e09769a..25373787e86 100644 --- a/core/dbt/context/base.py +++ b/core/dbt/context/base.py @@ -1,6 +1,9 @@ +from __future__ import annotations + import json import os -from typing import Any, Dict, NoReturn, Optional, Mapping, Iterable, Set, List +from typing import Any, Callable, Dict, NoReturn, Optional, Mapping, Iterable, Set, List +import threading from dbt.flags import get_flags import dbt.flags as flags_module @@ -85,33 +88,29 @@ def get_context_modules() -> Dict[str, Dict[str, Any]]: class ContextMember: - def __init__(self, value, name=None): + def __init__(self, value: Any, name: Optional[str] = None) -> None: self.name = name self.inner = value - def key(self, default): + def key(self, default: str) -> str: if self.name is None: return default return self.name -def contextmember(value): - if isinstance(value, str): - return lambda v: ContextMember(v, name=value) - return ContextMember(value) +def contextmember(value: Optional[str] = None) -> Callable: + return lambda v: ContextMember(v, name=value) -def contextproperty(value): - if isinstance(value, str): - return lambda v: ContextMember(property(v), name=value) - return ContextMember(property(value)) +def contextproperty(value: Optional[str] = None) -> Callable: + return lambda v: ContextMember(property(v), name=value) class ContextMeta(type): - def __new__(mcls, name, bases, dct): - context_members = {} - context_attrs = {} - new_dct = {} + def __new__(mcls, name, bases, dct: Dict[str, Any]) -> ContextMeta: + context_members: Dict[str, Any] = {} + context_attrs: Dict[str, Any] = {} + new_dct: Dict[str, Any] = {} for base in bases: context_members.update(getattr(base, "_context_members_", {})) @@ -147,27 +146,28 @@ def _generate_merged(self) -> Mapping[str, Any]: return self._cli_vars @property - def node_name(self): + def node_name(self) -> str: if self._node is not None: return self._node.name else: return "<Configuration>" - def get_missing_var(self, var_name): - raise RequiredVarNotFoundError(var_name, self._merged, self._node) + def get_missing_var(self, var_name: str) -> NoReturn: + # TODO function name implies a non exception resolution + raise RequiredVarNotFoundError(var_name, dict(self._merged), self._node) - def has_var(self, var_name: str): + def has_var(self, var_name: str) -> bool: return var_name in self._merged - def get_rendered_var(self, var_name): + def get_rendered_var(self, var_name: str) -> Any: raw = self._merged[var_name] # if bool/int/float/etc are passed in, don't compile anything if not isinstance(raw, str): return raw - return get_rendered(raw, self._context) + return get_rendered(raw, dict(self._context)) - def __call__(self, var_name, default=_VAR_NOTSET): + def __call__(self, var_name: str, default: Any = _VAR_NOTSET) -> Any: if self.has_var(var_name): return self.get_rendered_var(var_name) elif default is not self._VAR_NOTSET: @@ -177,13 +177,17 @@ def __call__(self, var_name, default=_VAR_NOTSET): class BaseContext(metaclass=ContextMeta): + # Set by ContextMeta + _context_members_: Dict[str, Any] + _context_attrs_: Dict[str, Any] + # subclass is TargetContext - def __init__(self, cli_vars): - self._ctx = {} - self.cli_vars = cli_vars - self.env_vars = {} + def __init__(self, cli_vars: Dict[str, Any]) -> None: + self._ctx: Dict[str, Any] = {} + self.cli_vars: Dict[str, Any] = cli_vars + self.env_vars: Dict[str, Any] = {} - def generate_builtins(self): + def generate_builtins(self) -> Dict[str, Any]: builtins: Dict[str, Any] = {} for key, value in self._context_members_.items(): if hasattr(value, "__get__"): @@ -193,14 +197,14 @@ def generate_builtins(self): return builtins # no dbtClassMixin so this is not an actual override - def to_dict(self): + def to_dict(self) -> Dict[str, Any]: self._ctx["context"] = self._ctx builtins = self.generate_builtins() self._ctx["builtins"] = builtins self._ctx.update(builtins) return self._ctx - @contextproperty + @contextproperty() def dbt_version(self) -> str: """The `dbt_version` variable returns the installed version of dbt that is currently running. It can be used for debugging or auditing @@ -220,7 +224,7 @@ def dbt_version(self) -> str: """ return dbt_version - @contextproperty + @contextproperty() def var(self) -> Var: """Variables can be passed from your `dbt_project.yml` file into models during compilation. These variables are useful for configuring packages @@ -289,7 +293,7 @@ def var(self) -> Var: """ return Var(self._ctx, self.cli_vars) - @contextmember + @contextmember() def env_var(self, var: str, default: Optional[str] = None) -> str: """The env_var() function. Return the environment variable named 'var'. If there is no such environment variable set, return the default. @@ -317,7 +321,7 @@ def env_var(self, var: str, default: Optional[str] = None) -> str: if os.environ.get("DBT_MACRO_DEBUGGING"): - @contextmember + @contextmember() @staticmethod def debug(): """Enter a debugger at this line in the compiled jinja code.""" @@ -356,7 +360,7 @@ def _return(data: Any) -> NoReturn: """ raise MacroReturn(data) - @contextmember + @contextmember() @staticmethod def fromjson(string: str, default: Any = None) -> Any: """The `fromjson` context method can be used to deserialize a json @@ -377,7 +381,7 @@ def fromjson(string: str, default: Any = None) -> Any: except ValueError: return default - @contextmember + @contextmember() @staticmethod def tojson(value: Any, default: Any = None, sort_keys: bool = False) -> Any: """The `tojson` context method can be used to serialize a Python @@ -400,7 +404,7 @@ def tojson(value: Any, default: Any = None, sort_keys: bool = False) -> Any: except ValueError: return default - @contextmember + @contextmember() @staticmethod def fromyaml(value: str, default: Any = None) -> Any: """The fromyaml context method can be used to deserialize a yaml string @@ -431,7 +435,7 @@ def fromyaml(value: str, default: Any = None) -> Any: # safe_dump defaults to sort_keys=True, but we act like json.dumps (the # opposite) - @contextmember + @contextmember() @staticmethod def toyaml( value: Any, default: Optional[str] = None, sort_keys: bool = False @@ -476,7 +480,7 @@ def _set(value: Iterable[Any], default: Any = None) -> Optional[Set[Any]]: except TypeError: return default - @contextmember + @contextmember() @staticmethod def set_strict(value: Iterable[Any]) -> Set[Any]: """The `set_strict` context method can be used to convert any iterable @@ -518,7 +522,7 @@ def _zip(*args: Iterable[Any], default: Any = None) -> Optional[Iterable[Any]]: except TypeError: return default - @contextmember + @contextmember() @staticmethod def zip_strict(*args: Iterable[Any]) -> Iterable[Any]: """The `zip_strict` context method can be used to used to return @@ -540,7 +544,7 @@ def zip_strict(*args: Iterable[Any]) -> Iterable[Any]: except TypeError as e: raise ZipStrictWrongTypeError(e) - @contextmember + @contextmember() @staticmethod def log(msg: str, info: bool = False) -> str: """Logs a line to either the log file or stdout. @@ -561,7 +565,7 @@ def log(msg: str, info: bool = False) -> str: fire_event(JinjaLogDebug(msg=msg, node_info=get_node_info())) return "" - @contextproperty + @contextproperty() def run_started_at(self) -> Optional[datetime.datetime]: """`run_started_at` outputs the timestamp that this run started, e.g. `2017-04-21 01:23:45.678`. The `run_started_at` variable is a Python @@ -589,14 +593,19 @@ def run_started_at(self) -> Optional[datetime.datetime]: else: return None - @contextproperty + @contextproperty() def invocation_id(self) -> Optional[str]: """invocation_id outputs a UUID generated for this dbt run (useful for auditing) """ return get_invocation_id() - @contextproperty + @contextproperty() + def thread_id(self) -> str: + """thread_id outputs an ID for the current thread (useful for auditing)""" + return threading.current_thread().name + + @contextproperty() def modules(self) -> Dict[str, Any]: """The `modules` variable in the Jinja context contains useful Python modules for operating on data. @@ -621,7 +630,7 @@ def modules(self) -> Dict[str, Any]: """ # noqa return get_context_modules() - @contextproperty + @contextproperty() def flags(self) -> Any: """The `flags` variable contains true/false values for flags provided on the command line. @@ -638,7 +647,7 @@ def flags(self) -> Any: """ return flags_module.get_flag_obj() - @contextmember + @contextmember() @staticmethod def print(msg: str) -> str: """Prints a line to stdout. @@ -652,11 +661,11 @@ def print(msg: str) -> str: {% endmacro %}" """ - if not get_flags().PRINT: + if get_flags().PRINT: print(msg) return "" - @contextmember + @contextmember() @staticmethod def diff_of_two_dicts( dict_a: Dict[str, List[str]], dict_b: Dict[str, List[str]] @@ -685,7 +694,7 @@ def diff_of_two_dicts( dict_diff.update({k: dict_a[k]}) return dict_diff - @contextmember + @contextmember() @staticmethod def local_md5(value: str) -> str: """Calculates an MD5 hash of the given string. diff --git a/core/dbt/context/configured.py b/core/dbt/context/configured.py index 0ba5ce7ca3d..08f5bee1143 100644 --- a/core/dbt/context/configured.py +++ b/core/dbt/context/configured.py @@ -19,7 +19,7 @@ def __init__(self, config: AdapterRequiredConfig) -> None: super().__init__(config.to_target_dict(), config.cli_vars) self.config = config - @contextproperty + @contextproperty() def project_name(self) -> str: return self.config.project_name @@ -52,10 +52,11 @@ def __call__(self, var_name, default=Var._VAR_NOTSET): adapter_type = self._config.credentials.type lookup = FQNLookup(self._project_name) active_vars = self._config.vars.vars_for(lookup, adapter_type) - all_vars = MultiDict([active_vars]) + all_vars = MultiDict() if self._config.project_name != my_config.project_name: all_vars.add(my_config.vars.vars_for(lookup, adapter_type)) + all_vars.add(active_vars) if var_name in all_vars: return all_vars[var_name] @@ -79,11 +80,11 @@ def __init__(self, config, project_name: str, schema_yaml_vars: Optional[SchemaY self._project_name = project_name self.schema_yaml_vars = schema_yaml_vars - @contextproperty + @contextproperty() def var(self) -> ConfiguredVar: return ConfiguredVar(self._ctx, self.config, self._project_name) - @contextmember + @contextmember() def env_var(self, var: str, default: Optional[str] = None) -> str: return_value = None if var.startswith(SECRET_ENV_PREFIX): @@ -112,13 +113,15 @@ class MacroResolvingContext(ConfiguredContext): def __init__(self, config): super().__init__(config) - @contextproperty + @contextproperty() def var(self) -> ConfiguredVar: return ConfiguredVar(self._ctx, self.config, self.config.project_name) def generate_schema_yml_context( - config: AdapterRequiredConfig, project_name: str, schema_yaml_vars: SchemaYamlVars = None + config: AdapterRequiredConfig, + project_name: str, + schema_yaml_vars: Optional[SchemaYamlVars] = None, ) -> Dict[str, Any]: ctx = SchemaYamlContext(config, project_name, schema_yaml_vars) return ctx.to_dict() diff --git a/core/dbt/context/context_config.py b/core/dbt/context/context_config.py index b497887ab45..f5c32ff0f81 100644 --- a/core/dbt/context/context_config.py +++ b/core/dbt/context/context_config.py @@ -1,7 +1,7 @@ from abc import abstractmethod from copy import deepcopy from dataclasses import dataclass -from typing import List, Iterator, Dict, Any, TypeVar, Generic +from typing import List, Iterator, Dict, Any, TypeVar, Generic, Optional from dbt.config import RuntimeConfig, Project, IsFQNResource from dbt.contracts.graph.model_config import BaseConfig, get_config_for, _listify @@ -45,6 +45,8 @@ def get_config_dict(self, resource_type: NodeType) -> Dict[str, Any]: model_configs = unrendered.get("tests") elif resource_type == NodeType.Metric: model_configs = unrendered.get("metrics") + elif resource_type == NodeType.SemanticModel: + model_configs = unrendered.get("semantic_models") elif resource_type == NodeType.Exposure: model_configs = unrendered.get("exposures") else: @@ -70,6 +72,8 @@ def get_config_dict(self, resource_type: NodeType) -> Dict[str, Any]: model_configs = self.project.tests elif resource_type == NodeType.Metric: model_configs = self.project.metrics + elif resource_type == NodeType.SemanticModel: + model_configs = self.project.semantic_models elif resource_type == NodeType.Exposure: model_configs = self.project.exposures else: @@ -130,7 +134,7 @@ def calculate_node_config( resource_type: NodeType, project_name: str, base: bool, - patch_config_dict: Dict[str, Any] = None, + patch_config_dict: Optional[Dict[str, Any]] = None, ) -> BaseConfig: own_config = self.get_node_project(project_name) @@ -166,7 +170,7 @@ def calculate_node_config_dict( resource_type: NodeType, project_name: str, base: bool, - patch_config_dict: Dict[str, Any], + patch_config_dict: Optional[Dict[str, Any]] = None, ) -> Dict[str, Any]: ... @@ -189,9 +193,21 @@ def initial_result(self, resource_type: NodeType, base: bool) -> C: def _update_from_config(self, result: C, partial: Dict[str, Any], validate: bool = False) -> C: translated = self._active_project.credentials.translate_aliases(partial) - return result.update_from( + translated = self.translate_hook_names(translated) + updated = result.update_from( translated, self._active_project.credentials.type, validate=validate ) + return updated + + def translate_hook_names(self, project_dict): + # This is a kind of kludge because the fix for #6411 specifically allowed misspelling + # the hook field names in dbt_project.yml, which only ever worked because we didn't + # run validate on the dbt_project configs. + if "pre_hook" in project_dict: + project_dict["pre-hook"] = project_dict.pop("pre_hook") + if "post_hook" in project_dict: + project_dict["post-hook"] = project_dict.pop("post_hook") + return project_dict def calculate_node_config_dict( self, @@ -200,7 +216,7 @@ def calculate_node_config_dict( resource_type: NodeType, project_name: str, base: bool, - patch_config_dict: dict = None, + patch_config_dict: Optional[dict] = None, ) -> Dict[str, Any]: config = self.calculate_node_config( config_call_dict=config_call_dict, @@ -225,7 +241,7 @@ def calculate_node_config_dict( resource_type: NodeType, project_name: str, base: bool, - patch_config_dict: dict = None, + patch_config_dict: Optional[dict] = None, ) -> Dict[str, Any]: # TODO CT-211 return self.calculate_node_config( @@ -318,7 +334,11 @@ def _add_config_call(cls, config_call_dict, opts: Dict[str, Any]) -> None: config_call_dict[k] = v def build_config_dict( - self, base: bool = False, *, rendered: bool = True, patch_config_dict: dict = None + self, + base: bool = False, + *, + rendered: bool = True, + patch_config_dict: Optional[dict] = None, ) -> Dict[str, Any]: if rendered: # TODO CT-211 diff --git a/core/dbt/context/docs.py b/core/dbt/context/docs.py index 3d5abf42e11..94f64709fc7 100644 --- a/core/dbt/context/docs.py +++ b/core/dbt/context/docs.py @@ -24,7 +24,7 @@ def __init__( self.node = node self.manifest = manifest - @contextmember + @contextmember() def doc(self, *args: str) -> str: """The `doc` function is used to reference docs blocks in schema.yml files. It is analogous to the `ref` function. For more information, diff --git a/core/dbt/context/exceptions_jinja.py b/core/dbt/context/exceptions_jinja.py index c596fcc6ecb..cffc0e1e483 100644 --- a/core/dbt/context/exceptions_jinja.py +++ b/core/dbt/context/exceptions_jinja.py @@ -25,6 +25,7 @@ RelationWrongTypeError, ContractError, ColumnTypeMissingError, + FailFastError, ) @@ -107,6 +108,10 @@ def column_type_missing(column_names) -> NoReturn: raise ColumnTypeMissingError(column_names) +def raise_fail_fast_error(msg, node=None) -> NoReturn: + raise FailFastError(msg, node=node) + + # Update this when a new function should be added to the # dbt context's `exceptions` key! CONTEXT_EXPORTS = { @@ -131,6 +136,7 @@ def column_type_missing(column_names) -> NoReturn: relation_wrong_type, raise_contract_error, column_type_missing, + raise_fail_fast_error, ] } diff --git a/core/dbt/context/macro_resolver.py b/core/dbt/context/macro_resolver.py index 20f97febcb0..d897c754049 100644 --- a/core/dbt/context/macro_resolver.py +++ b/core/dbt/context/macro_resolver.py @@ -40,7 +40,7 @@ def __init__( self._build_internal_packages_namespace() self._build_macros_by_name() - def _build_internal_packages_namespace(self): + def _build_internal_packages_namespace(self) -> None: # Iterate in reverse-order and overwrite: the packages that are first # in the list are the ones we want to "win". self.internal_packages_namespace: MacroNamespace = {} @@ -56,7 +56,7 @@ def _build_internal_packages_namespace(self): # root package namespace # non-internal packages (that aren't local or root) # dbt internal packages - def _build_macros_by_name(self): + def _build_macros_by_name(self) -> None: macros_by_name = {} # all internal packages (already in the right order) @@ -78,7 +78,7 @@ def _add_macro_to( self, package_namespaces: Dict[str, MacroNamespace], macro: Macro, - ): + ) -> None: if macro.package_name in package_namespaces: namespace = package_namespaces[macro.package_name] else: @@ -89,7 +89,7 @@ def _add_macro_to( raise DuplicateMacroNameError(macro, macro, macro.package_name) package_namespaces[macro.package_name][macro.name] = macro - def add_macro(self, macro: Macro): + def add_macro(self, macro: Macro) -> None: macro_name: str = macro.name # internal macros (from plugins) will be processed separately from @@ -103,11 +103,11 @@ def add_macro(self, macro: Macro): if macro.package_name == self.root_project_name: self.root_package_macros[macro_name] = macro - def add_macros(self): + def add_macros(self) -> None: for macro in self.macros.values(): self.add_macro(macro) - def get_macro(self, local_package, macro_name): + def get_macro(self, local_package, macro_name) -> Optional[Macro]: local_package_macros = {} # If the macro is explicitly prefixed with an internal namespace # (e.g. 'dbt.some_macro'), look there first @@ -125,7 +125,7 @@ def get_macro(self, local_package, macro_name): return self.macros_by_name[macro_name] return None - def get_macro_id(self, local_package, macro_name): + def get_macro_id(self, local_package, macro_name) -> Optional[str]: macro = self.get_macro(local_package, macro_name) if macro is None: return None diff --git a/core/dbt/context/manifest.py b/core/dbt/context/manifest.py index c6a39993d92..f2492612cc8 100644 --- a/core/dbt/context/manifest.py +++ b/core/dbt/context/manifest.py @@ -67,7 +67,7 @@ def to_dict(self): dct.update(self.namespace) return dct - @contextproperty + @contextproperty() def context_macro_stack(self): return self.macro_stack diff --git a/core/dbt/context/providers.py b/core/dbt/context/providers.py index f77c49a588c..996d5027c58 100644 --- a/core/dbt/context/providers.py +++ b/core/dbt/context/providers.py @@ -32,12 +32,13 @@ from dbt.contracts.graph.nodes import ( Macro, Exposure, - Metric, SeedNode, SourceDefinition, Resource, ManifestNode, RefArgs, + AccessType, + SemanticModel, ) from dbt.contracts.graph.metrics import MetricReference, ResolvedMetricReference from dbt.contracts.graph.unparsed import NodeVersion @@ -54,6 +55,7 @@ LoadAgateTableNotSeedError, LoadAgateTableValueError, MacroDispatchArgError, + MacroResultAlreadyLoadedError, MacrosSourcesUnWriteableError, MetricArgsError, MissingConfigError, @@ -65,11 +67,12 @@ DbtRuntimeError, TargetNotFoundError, DbtValidationError, + DbtReferenceError, ) from dbt.config import IsFQNResource from dbt.node_types import NodeType, ModelLanguage -from dbt.utils import merge, AttrDict, MultiDict, args_to_dict +from dbt.utils import merge, AttrDict, MultiDict, args_to_dict, cast_to_str from dbt import selected_resources @@ -130,6 +133,25 @@ def _get_adapter_macro_prefixes(self) -> List[str]: search_prefixes = get_adapter_type_names(self._adapter.type()) + ["default"] return search_prefixes + def _get_search_packages(self, namespace: Optional[str] = None) -> List[Optional[str]]: + search_packages: List[Optional[str]] = [None] + + if namespace is None: + search_packages = [None] + elif isinstance(namespace, str): + macro_search_order = self._adapter.config.get_macro_search_order(namespace) + if macro_search_order: + search_packages = macro_search_order + elif not macro_search_order and namespace in self._adapter.config.dependencies: + search_packages = [self.config.project_name, namespace] + else: + raise CompilationError( + f"In adapter.dispatch, got a {type(namespace)} macro_namespace argument " + f'("{namespace}"), but macro_namespace should be None or a string.' + ) + + return search_packages + def dispatch( self, macro_name: str, @@ -151,20 +173,7 @@ def dispatch( if packages is not None: raise MacroDispatchArgError(macro_name) - namespace = macro_namespace - - if namespace is None: - search_packages = [None] - elif isinstance(namespace, str): - search_packages = self._adapter.config.get_macro_search_order(namespace) - if not search_packages and namespace in self._adapter.config.dependencies: - search_packages = [self.config.project_name, namespace] - else: - # Not a string and not None so must be a list - raise CompilationError( - f"In adapter.dispatch, got a list macro_namespace argument " - f'("{macro_namespace}"), but macro_namespace should be None or a string.' - ) + search_packages = self._get_search_packages(macro_namespace) attempts = [] @@ -188,7 +197,7 @@ def dispatch( return macro searched = ", ".join(repr(a) for a in attempts) - msg = f"In dispatch: No macro named '{macro_name}' found\n Searched for: {searched}" + msg = f"In dispatch: No macro named '{macro_name}' found within namespace: '{macro_namespace}'\n Searched for: {searched}" raise CompilationError(msg) @@ -282,6 +291,7 @@ def __call__(self, *args: str) -> RelationProxy: class BaseMetricResolver(BaseResolver): + @abc.abstractmethod def resolve(self, name: str, package: Optional[str] = None) -> MetricReference: ... @@ -464,6 +474,7 @@ def resolve( ) -> RelationProxy: self.model.refs.append(self._repack_args(name, package, version)) + # This is not the ref for the "name" passed in, but for the current model. return self.Relation.create_from(self.config, self.model) @@ -478,6 +489,7 @@ def resolve( target_version: Optional[NodeVersion] = None, ) -> RelationProxy: target_model = self.manifest.resolve_ref( + self.model, target_name, target_package, target_version, @@ -494,6 +506,25 @@ def resolve( target_version=target_version, disabled=isinstance(target_model, Disabled), ) + elif self.manifest.is_invalid_private_ref( + self.model, target_model, self.config.dependencies + ): + raise DbtReferenceError( + unique_id=self.model.unique_id, + ref_unique_id=target_model.unique_id, + access=AccessType.Private, + scope=cast_to_str(target_model.group), + ) + elif self.manifest.is_invalid_protected_ref( + self.model, target_model, self.config.dependencies + ): + raise DbtReferenceError( + unique_id=self.model.unique_id, + ref_unique_id=target_model.unique_id, + access=AccessType.Protected, + scope=target_model.package_name, + ) + self.validate(target_model, target_name, target_package, target_version) return self.create_relation(target_model) @@ -587,7 +618,7 @@ def resolve(self, target_name: str, target_package: Optional[str] = None) -> Met target_package=target_package, ) - return ResolvedMetricReference(target_metric, self.manifest, self.Relation) + return ResolvedMetricReference(target_metric, self.manifest) # `var` implementations. @@ -704,7 +735,7 @@ def __init__( self.config: RuntimeConfig self.model: Union[Macro, ManifestNode] = model super().__init__(config, manifest, model.package_name) - self.sql_results: Dict[str, AttrDict] = {} + self.sql_results: Dict[str, Optional[AttrDict]] = {} self.context_config: Optional[ContextConfig] = context_config self.provider: Provider = provider self.adapter = get_adapter(self.config) @@ -723,23 +754,40 @@ def _get_namespace_builder(self): self.model, ) - @contextproperty + @contextproperty() def dbt_metadata_envs(self) -> Dict[str, str]: return get_metadata_vars() - @contextproperty + @contextproperty() def invocation_args_dict(self): return args_to_dict(self.config.args) - @contextproperty - def _sql_results(self) -> Dict[str, AttrDict]: + @contextproperty() + def _sql_results(self) -> Dict[str, Optional[AttrDict]]: return self.sql_results - @contextmember + @contextmember() def load_result(self, name: str) -> Optional[AttrDict]: - return self.sql_results.get(name) + if name in self.sql_results: + # handle the special case of "main" macro + # See: https://github.com/dbt-labs/dbt-core/blob/ada8860e48b32ac712d92e8b0977b2c3c9749981/core/dbt/task/run.py#L228 + if name == "main": + return self.sql_results["main"] + + # handle a None, which indicates this name was populated but has since been loaded + elif self.sql_results[name] is None: + raise MacroResultAlreadyLoadedError(name) + + # Handle the regular use case + else: + ret_val = self.sql_results[name] + self.sql_results[name] = None + return ret_val + else: + # Handle trying to load a result that was never stored + return None - @contextmember + @contextmember() def store_result( self, name: str, response: Any, agate_table: Optional[agate.Table] = None ) -> str: @@ -755,7 +803,7 @@ def store_result( ) return "" - @contextmember + @contextmember() def store_raw_result( self, name: str, @@ -767,7 +815,7 @@ def store_raw_result( response = AdapterResponse(_message=message, code=code, rows_affected=rows_affected) return self.store_result(name, response, agate_table) - @contextproperty + @contextproperty() def validation(self): def validate_any(*args) -> Callable[[T], None]: def inner(value: T) -> None: @@ -788,19 +836,20 @@ def inner(value: T) -> None: } ) - @contextmember + @contextmember() def write(self, payload: str) -> str: # macros/source defs aren't 'writeable'. if isinstance(self.model, (Macro, SourceDefinition)): raise MacrosSourcesUnWriteableError(node=self.model) - self.model.build_path = self.model.write_node(self.config.target_path, "run", payload) + self.model.build_path = self.model.get_target_write_path(self.config.target_path, "run") + self.model.write_node(self.config.project_root, self.model.build_path, payload) return "" - @contextmember + @contextmember() def render(self, string: str) -> str: return get_rendered(string, self._ctx, self.model) - @contextmember + @contextmember() def try_or_compiler_error( self, message_if_exception: str, func: Callable, *args, **kwargs ) -> Any: @@ -809,21 +858,22 @@ def try_or_compiler_error( except Exception: raise CompilationError(message_if_exception, self.model) - @contextmember + @contextmember() def load_agate_table(self) -> agate.Table: if not isinstance(self.model, SeedNode): raise LoadAgateTableNotSeedError(self.model.resource_type, node=self.model) assert self.model.root_path path = os.path.join(self.model.root_path, self.model.original_file_path) column_types = self.model.config.column_types + delimiter = self.model.config.delimiter try: - table = agate_helper.from_csv(path, text_columns=column_types) + table = agate_helper.from_csv(path, text_columns=column_types, delimiter=delimiter) except ValueError as e: raise LoadAgateTableValueError(e, node=self.model) table.original_abspath = os.path.abspath(path) return table - @contextproperty + @contextproperty() def ref(self) -> Callable: """The most important function in dbt is `ref()`; it's impossible to build even moderately complex models without it. `ref()` is how you @@ -864,11 +914,11 @@ def ref(self) -> Callable: """ return self.provider.ref(self.db_wrapper, self.model, self.config, self.manifest) - @contextproperty + @contextproperty() def source(self) -> Callable: return self.provider.source(self.db_wrapper, self.model, self.config, self.manifest) - @contextproperty + @contextproperty() def metric(self) -> Callable: return self.provider.metric(self.db_wrapper, self.model, self.config, self.manifest) @@ -929,7 +979,7 @@ def ctx_config(self) -> Config: """ # noqa return self.provider.Config(self.model, self.context_config) - @contextproperty + @contextproperty() def execute(self) -> bool: """`execute` is a Jinja variable that returns True when dbt is in "execute" mode. @@ -990,7 +1040,7 @@ def execute(self) -> bool: """ # noqa return self.provider.execute - @contextproperty + @contextproperty() def exceptions(self) -> Dict[str, Any]: """The exceptions namespace can be used to raise warnings and errors in dbt userspace. @@ -1028,15 +1078,15 @@ def exceptions(self) -> Dict[str, Any]: """ # noqa return wrapped_exports(self.model) - @contextproperty + @contextproperty() def database(self) -> str: return self.config.credentials.database - @contextproperty + @contextproperty() def schema(self) -> str: return self.config.credentials.schema - @contextproperty + @contextproperty() def var(self) -> ModelConfiguredVar: return self.provider.Var( context=self._ctx, @@ -1053,22 +1103,22 @@ def ctx_adapter(self) -> BaseDatabaseWrapper: """ return self.db_wrapper - @contextproperty + @contextproperty() def api(self) -> Dict[str, Any]: return { "Relation": self.db_wrapper.Relation, "Column": self.adapter.Column, } - @contextproperty + @contextproperty() def column(self) -> Type[Column]: return self.adapter.Column - @contextproperty + @contextproperty() def env(self) -> Dict[str, Any]: return self.target - @contextproperty + @contextproperty() def graph(self) -> Dict[str, Any]: """The `graph` context variable contains information about the nodes in your dbt project. Models, sources, tests, and snapshots are all @@ -1184,23 +1234,23 @@ def ctx_model(self) -> Dict[str, Any]: ret["compiled_sql"] = ret["compiled_code"] return ret - @contextproperty + @contextproperty() def pre_hooks(self) -> Optional[List[Dict[str, Any]]]: return None - @contextproperty + @contextproperty() def post_hooks(self) -> Optional[List[Dict[str, Any]]]: return None - @contextproperty + @contextproperty() def sql(self) -> Optional[str]: return None - @contextproperty + @contextproperty() def sql_now(self) -> str: return self.adapter.date_function() - @contextmember + @contextmember() def adapter_macro(self, name: str, *args, **kwargs): """This was deprecated in v0.18 in favor of adapter.dispatch""" msg = ( @@ -1212,7 +1262,7 @@ def adapter_macro(self, name: str, *args, **kwargs): ) raise CompilationError(msg) - @contextmember + @contextmember() def env_var(self, var: str, default: Optional[str] = None) -> str: """The env_var() function. Return the environment variable named 'var'. If there is no such environment variable set, return the default. @@ -1256,7 +1306,7 @@ def env_var(self, var: str, default: Optional[str] = None) -> str: else: raise EnvVarMissingError(var) - @contextproperty + @contextproperty() def selected_resources(self) -> List[str]: """The `selected_resources` variable contains a list of the resources selected based on the parameters provided to the dbt command. @@ -1265,7 +1315,7 @@ def selected_resources(self) -> List[str]: """ return selected_resources.SELECTED_RESOURCES - @contextmember + @contextmember() def submit_python_job(self, parsed_model: Dict, compiled_code: str) -> AdapterResponse: # Check macro_stack and that the unique id is for a materialization macro if not ( @@ -1308,7 +1358,7 @@ def __init__( class ModelContext(ProviderContext): model: ManifestNode - @contextproperty + @contextproperty() def pre_hooks(self) -> List[Dict[str, Any]]: if self.model.resource_type in [NodeType.Source, NodeType.Test]: return [] @@ -1317,7 +1367,7 @@ def pre_hooks(self) -> List[Dict[str, Any]]: h.to_dict(omit_none=True) for h in self.model.config.pre_hook # type: ignore[union-attr] # noqa ] - @contextproperty + @contextproperty() def post_hooks(self) -> List[Dict[str, Any]]: if self.model.resource_type in [NodeType.Source, NodeType.Test]: return [] @@ -1326,33 +1376,43 @@ def post_hooks(self) -> List[Dict[str, Any]]: h.to_dict(omit_none=True) for h in self.model.config.post_hook # type: ignore[union-attr] # noqa ] - @contextproperty + @contextproperty() def sql(self) -> Optional[str]: # only doing this in sql model for backward compatible - if ( - getattr(self.model, "extra_ctes_injected", None) - and self.model.language == ModelLanguage.sql # type: ignore[union-attr] - ): - # TODO CT-211 - return self.model.compiled_code # type: ignore[union-attr] - return None + if self.model.language == ModelLanguage.sql: # type: ignore[union-attr] + # If the model is deferred and the adapter doesn't support zero-copy cloning, then select * from the prod + # relation + if getattr(self.model, "defer_relation", None): + # TODO https://github.com/dbt-labs/dbt-core/issues/7976 + return f"select * from {self.model.defer_relation.relation_name or str(self.defer_relation)}" # type: ignore[union-attr] + elif getattr(self.model, "extra_ctes_injected", None): + # TODO CT-211 + return self.model.compiled_code # type: ignore[union-attr] + else: + return None + else: + return None - @contextproperty + @contextproperty() def compiled_code(self) -> Optional[str]: - if getattr(self.model, "extra_ctes_injected", None): + if getattr(self.model, "defer_relation", None): + # TODO https://github.com/dbt-labs/dbt-core/issues/7976 + return f"select * from {self.model.defer_relation.relation_name or str(self.defer_relation)}" # type: ignore[union-attr] + elif getattr(self.model, "extra_ctes_injected", None): # TODO CT-211 return self.model.compiled_code # type: ignore[union-attr] - return None + else: + return None - @contextproperty + @contextproperty() def database(self) -> str: return getattr(self.model, "database", self.config.credentials.database) - @contextproperty + @contextproperty() def schema(self) -> str: return getattr(self.model, "schema", self.config.credentials.schema) - @contextproperty + @contextproperty() def this(self) -> Optional[RelationProxy]: """`this` makes available schema information about the currently executing model. It's is useful in any context in which you need to @@ -1387,6 +1447,20 @@ def this(self) -> Optional[RelationProxy]: return None return self.db_wrapper.Relation.create_from(self.config, self.model) + @contextproperty() + def defer_relation(self) -> Optional[RelationProxy]: + """ + For commands which add information about this node's corresponding + production version (via a --state artifact), access the Relation + object for that stateful other + """ + if getattr(self.model, "defer_relation", None): + return self.db_wrapper.Relation.create_from_node( + self.config, self.model.defer_relation # type: ignore + ) + else: + return None + # This is called by '_context_for', used in 'render_with_context' def generate_parser_model_context( @@ -1493,7 +1567,8 @@ def generate_parse_exposure( } -class MetricRefResolver(BaseResolver): +# applies to SemanticModels +class SemanticModelRefResolver(BaseResolver): def __call__(self, *args, **kwargs) -> str: package = None if len(args) == 1: @@ -1506,34 +1581,30 @@ def __call__(self, *args, **kwargs) -> str: version = kwargs.get("version") or kwargs.get("v") self.validate_args(name, package, version) + # "model" here is any node self.model.refs.append(RefArgs(package=package, name=name, version=version)) return "" def validate_args(self, name, package, version): if not isinstance(name, str): raise ParsingError( - f"In a metrics section in {self.model.original_file_path} " + f"In a semantic model or metrics section in {self.model.original_file_path} " "the name argument to ref() must be a string" ) -def generate_parse_metrics( - metric: Metric, +# used for semantic models +def generate_parse_semantic_models( + semantic_model: SemanticModel, config: RuntimeConfig, manifest: Manifest, package_name: str, ) -> Dict[str, Any]: project = config.load_dependencies()[package_name] return { - "ref": MetricRefResolver( - None, - metric, - project, - manifest, - ), - "metric": ParseMetricResolver( + "ref": SemanticModelRefResolver( None, - metric, + semantic_model, project, manifest, ), @@ -1590,7 +1661,7 @@ def _build_test_namespace(self): ) self.namespace = macro_namespace - @contextmember + @contextmember() def env_var(self, var: str, default: Optional[str] = None) -> str: return_value = None if var.startswith(SECRET_ENV_PREFIX): diff --git a/core/dbt/context/secret.py b/core/dbt/context/secret.py index 4d8ff342aff..2c75546c42a 100644 --- a/core/dbt/context/secret.py +++ b/core/dbt/context/secret.py @@ -14,7 +14,7 @@ class SecretContext(BaseContext): """This context is used in profiles.yml + packages.yml. It can render secret env vars that aren't usable elsewhere""" - @contextmember + @contextmember() def env_var(self, var: str, default: Optional[str] = None) -> str: """The env_var() function. Return the environment variable named 'var'. If there is no such environment variable set, return the default. diff --git a/core/dbt/context/target.py b/core/dbt/context/target.py index a6d587269d5..39c5a30ee4e 100644 --- a/core/dbt/context/target.py +++ b/core/dbt/context/target.py @@ -9,7 +9,7 @@ def __init__(self, target_dict: Dict[str, Any], cli_vars: Dict[str, Any]): super().__init__(cli_vars=cli_vars) self.target_dict = target_dict - @contextproperty + @contextproperty() def target(self) -> Dict[str, Any]: """`target` contains information about your connection to the warehouse (specified in profiles.yml). Some configs are shared between all diff --git a/core/dbt/contracts/connection.py b/core/dbt/contracts/connection.py index 41eb0bccb8d..9f2447f1fce 100644 --- a/core/dbt/contracts/connection.py +++ b/core/dbt/contracts/connection.py @@ -16,26 +16,21 @@ from dbt.events.functions import fire_event from dbt.events.types import NewConnectionOpening from dbt.events.contextvars import get_node_info -from typing_extensions import Protocol +from typing_extensions import Protocol, Annotated from dbt.dataclass_schema import ( dbtClassMixin, StrEnum, ExtensibleDbtClassMixin, - HyphenatedDbtClassMixin, ValidatedStringMixin, - register_pattern, ) from dbt.contracts.util import Replaceable +from mashumaro.jsonschema.annotations import Pattern class Identifier(ValidatedStringMixin): ValidationRegex = r"^[A-Za-z_][A-Za-z0-9_]+$" -# we need register_pattern for jsonschema validation -register_pattern(Identifier, r"^[A-Za-z_][A-Za-z0-9_]+$") - - @dataclass class AdapterResponse(dbtClassMixin): _message: str @@ -55,7 +50,8 @@ class ConnectionState(StrEnum): @dataclass(init=False) class Connection(ExtensibleDbtClassMixin, Replaceable): - type: Identifier + # Annotated is used by mashumaro for jsonschema generation + type: Annotated[Identifier, Pattern(r"^[A-Za-z_][A-Za-z0-9_]+$")] name: Optional[str] = None state: ConnectionState = ConnectionState.INIT transaction_open: bool = False @@ -161,6 +157,7 @@ def _connection_keys(self) -> Tuple[str, ...]: @classmethod def __pre_deserialize__(cls, data): data = super().__pre_deserialize__(data) + # Need to fixup dbname => database, pass => password data = cls.translate_aliases(data) return data @@ -220,10 +217,10 @@ def to_target_dict(self): @dataclass -class QueryComment(HyphenatedDbtClassMixin): +class QueryComment(dbtClassMixin): comment: str = DEFAULT_QUERY_COMMENT append: bool = False - job_label: bool = False + job_label: bool = field(default=False, metadata={"alias": "job-label"}) class AdapterRequiredConfig(HasCredentials, Protocol): diff --git a/core/dbt/contracts/files.py b/core/dbt/contracts/files.py index ec98ec6b2b7..955757a02f7 100644 --- a/core/dbt/contracts/files.py +++ b/core/dbt/contracts/files.py @@ -225,9 +225,12 @@ class SchemaSourceFile(BaseSourceFile): sources: List[str] = field(default_factory=list) exposures: List[str] = field(default_factory=list) metrics: List[str] = field(default_factory=list) + # metrics generated from semantic_model measures + generated_metrics: List[str] = field(default_factory=list) groups: List[str] = field(default_factory=list) # node patches contain models, seeds, snapshots, analyses ndp: List[str] = field(default_factory=list) + semantic_models: List[str] = field(default_factory=list) # any macro patches in this file by macro unique_id. mcp: Dict[str, str] = field(default_factory=dict) # any source patches in this file. The entries are package, name pairs diff --git a/core/dbt/contracts/graph/manifest.py b/core/dbt/contracts/graph/manifest.py index 4eb80090adb..d4bdcbddcc1 100644 --- a/core/dbt/contracts/graph/manifest.py +++ b/core/dbt/contracts/graph/manifest.py @@ -1,9 +1,11 @@ import enum +from collections import defaultdict from dataclasses import dataclass, field from itertools import chain, islice from mashumaro.mixins.msgpack import DataClassMessagePackMixin from multiprocessing.synchronize import Lock from typing import ( + DefaultDict, Dict, List, Optional, @@ -23,20 +25,23 @@ from uuid import UUID from dbt.contracts.graph.nodes import ( - Macro, + BaseNode, Documentation, - SourceDefinition, - GenericTestNode, Exposure, - Metric, + GenericTestNode, + GraphMemberNode, Group, - UnpatchedSourceDefinition, + Macro, ManifestNode, - GraphMemberNode, + Metric, + ModelNode, + DeferRelation, ResultNode, - BaseNode, + SemanticModel, + SourceDefinition, + UnpatchedSourceDefinition, ) -from dbt.contracts.graph.unparsed import SourcePatch, NodeVersion +from dbt.contracts.graph.unparsed import SourcePatch, NodeVersion, UnparsedVersion from dbt.contracts.graph.manifest_upgrade import upgrade_manifest_json from dbt.contracts.files import SourceFile, SchemaSourceFile, FileHash, AnySourceFile from dbt.contracts.util import BaseArtifactMetadata, SourceKey, ArtifactMixin, schema_version @@ -46,15 +51,18 @@ DuplicateResourceNameError, DuplicateMacroInPackageError, DuplicateMaterializationNameError, + AmbiguousResourceNameRefError, ) from dbt.helper_types import PathSet from dbt.events.functions import fire_event -from dbt.events.types import MergedFromState -from dbt.node_types import NodeType +from dbt.events.types import MergedFromState, UnpinnedRefNewVersionAvailable +from dbt.events.contextvars import get_node_info +from dbt.node_types import NodeType, AccessType from dbt.flags import get_flags, MP_CONTEXT from dbt import tracking import dbt.utils + NodeEdgeMap = Dict[str, List[str]] PackageName = str DocName = str @@ -148,28 +156,70 @@ class RefableLookup(dbtClassMixin): _lookup_types: ClassVar[set] = set(NodeType.refable()) _versioned_types: ClassVar[set] = set(NodeType.versioned()) - # refables are actually unique, so the Dict[PackageName, UniqueID] will - # only ever have exactly one value, but doing 3 dict lookups instead of 1 - # is not a big deal at all and retains consistency def __init__(self, manifest: "Manifest"): self.storage: Dict[str, Dict[PackageName, UniqueID]] = {} self.populate(manifest) - def get_unique_id(self, key, package: Optional[PackageName], version: Optional[NodeVersion]): + def get_unique_id( + self, + key: str, + package: Optional[PackageName], + version: Optional[NodeVersion], + node: Optional[GraphMemberNode] = None, + ): if version: key = f"{key}.v{version}" - return find_unique_id_for_package(self.storage, key, package) + + unique_ids = self._find_unique_ids_for_package(key, package) + if len(unique_ids) > 1: + raise AmbiguousResourceNameRefError(key, unique_ids, node) + else: + return unique_ids[0] if unique_ids else None def find( self, - key, + key: str, package: Optional[PackageName], version: Optional[NodeVersion], manifest: "Manifest", + source_node: Optional[GraphMemberNode] = None, ): - unique_id = self.get_unique_id(key, package, version) + unique_id = self.get_unique_id(key, package, version, source_node) if unique_id is not None: - return self.perform_lookup(unique_id, manifest) + node = self.perform_lookup(unique_id, manifest) + # If this is an unpinned ref (no 'version' arg was passed), + # AND this is a versioned node, + # AND this ref is being resolved at runtime -- get_node_info != {} + # Only ModelNodes can be versioned. + if ( + isinstance(node, ModelNode) + and version is None + and node.is_versioned + and get_node_info() + ): + # Check to see if newer versions are available, and log an "FYI" if so + max_version: UnparsedVersion = max( + [ + UnparsedVersion(v.version) + for v in manifest.nodes.values() + if isinstance(v, ModelNode) + and v.name == node.name + and v.version is not None + ] + ) + assert node.latest_version is not None # for mypy, whenever i may find it + if max_version > UnparsedVersion(node.latest_version): + fire_event( + UnpinnedRefNewVersionAvailable( + node_info=get_node_info(), + ref_node_name=node.name, + ref_node_package=node.package_name, + ref_node_version=str(node.version), + ref_max_version=str(max_version.v), + ) + ) + + return node return None def add_node(self, node: ManifestNode): @@ -177,7 +227,7 @@ def add_node(self, node: ManifestNode): if node.name not in self.storage: self.storage[node.name] = {} - if node.resource_type in self._versioned_types and node.version: + if node.is_versioned: if node.search_name not in self.storage: self.storage[node.search_name] = {} self.storage[node.search_name][node.package_name] = node.unique_id @@ -191,11 +241,29 @@ def populate(self, manifest): self.add_node(node) def perform_lookup(self, unique_id: UniqueID, manifest) -> ManifestNode: - if unique_id not in manifest.nodes: + if unique_id in manifest.nodes: + node = manifest.nodes[unique_id] + else: raise dbt.exceptions.DbtInternalError( f"Node {unique_id} found in cache but not found in manifest" ) - return manifest.nodes[unique_id] + return node + + def _find_unique_ids_for_package(self, key, package: Optional[PackageName]) -> List[str]: + if key not in self.storage: + return [] + + pkg_dct: Mapping[PackageName, UniqueID] = self.storage[key] + + if package is None: + if not pkg_dct: + return [] + else: + return list(pkg_dct.values()) + elif package in pkg_dct: + return [pkg_dct[package]] + else: + return [] class MetricLookup(dbtClassMixin): @@ -231,7 +299,61 @@ def perform_lookup(self, unique_id: UniqueID, manifest: "Manifest") -> Metric: return manifest.metrics[unique_id] -# This handles both models/seeds/snapshots and sources/metrics/exposures +class SemanticModelByMeasureLookup(dbtClassMixin): + """Lookup utility for finding SemanticModel by measure + + This is possible because measure names are supposed to be unique across + the semantic models in a manifest. + """ + + def __init__(self, manifest: "Manifest"): + self.storage: DefaultDict[str, Dict[PackageName, UniqueID]] = defaultdict(dict) + self.populate(manifest) + + def get_unique_id(self, search_name: str, package: Optional[PackageName]): + return find_unique_id_for_package(self.storage, search_name, package) + + def find( + self, search_name: str, package: Optional[PackageName], manifest: "Manifest" + ) -> Optional[SemanticModel]: + """Tries to find a SemanticModel based on a measure name""" + unique_id = self.get_unique_id(search_name, package) + if unique_id is not None: + return self.perform_lookup(unique_id, manifest) + return None + + def add(self, semantic_model: SemanticModel): + """Sets all measures for a SemanticModel as paths to the SemanticModel's `unique_id`""" + for measure in semantic_model.measures: + self.storage[measure.name][semantic_model.package_name] = semantic_model.unique_id + + def populate(self, manifest: "Manifest"): + """Populate storage with all the measure + package paths to the Manifest's SemanticModels""" + for semantic_model in manifest.semantic_models.values(): + self.add(semantic_model=semantic_model) + for disabled in manifest.disabled.values(): + for node in disabled: + if isinstance(node, SemanticModel): + self.add(semantic_model=node) + + def perform_lookup(self, unique_id: UniqueID, manifest: "Manifest") -> SemanticModel: + """Tries to get a SemanticModel from the Manifest""" + enabled_semantic_model: Optional[SemanticModel] = manifest.semantic_models.get(unique_id) + disabled_semantic_model: Optional[List] = manifest.disabled.get(unique_id) + + if isinstance(enabled_semantic_model, SemanticModel): + return enabled_semantic_model + elif disabled_semantic_model is not None and isinstance( + disabled_semantic_model[0], SemanticModel + ): + return disabled_semantic_model[0] + else: + raise dbt.exceptions.DbtInternalError( + f"Semantic model `{unique_id}` found in cache but not found in manifest" + ) + + +# This handles both models/seeds/snapshots and sources/metrics/exposures/semantic_models class DisabledLookup(dbtClassMixin): def __init__(self, manifest: "Manifest"): self.storage: Dict[str, Dict[PackageName, List[Any]]] = {} @@ -277,7 +399,7 @@ class AnalysisLookup(RefableLookup): _versioned_types: ClassVar[set] = set() -def _search_packages( +def _packages_to_search( current_project: str, node_package: str, target_package: Optional[str] = None, @@ -297,10 +419,16 @@ class ManifestMetadata(BaseArtifactMetadata): dbt_schema_version: str = field( default_factory=lambda: str(WritableManifest.dbt_schema_version) ) + project_name: Optional[str] = field( + default=None, + metadata={ + "description": "Name of the root project", + }, + ) project_id: Optional[str] = field( default=None, metadata={ - "description": "A unique identifier for the project", + "description": "A unique identifier for the project, hashed from the project name", }, ) user_id: Optional[UUID] = field( @@ -354,7 +482,7 @@ def build_node_edges(nodes: List[ManifestNode]): forward_edges: Dict[str, List[str]] = {n.unique_id: [] for n in nodes} for node in nodes: backward_edges[node.unique_id] = node.depends_on_nodes[:] - for unique_id in node.depends_on_nodes: + for unique_id in backward_edges[node.unique_id]: if unique_id in forward_edges.keys(): forward_edges[unique_id].append(node.unique_id) return _sort_values(forward_edges), _sort_values(backward_edges) @@ -498,25 +626,6 @@ class Disabled(Generic[D]): T = TypeVar("T", bound=GraphMemberNode) -def _update_into(dest: MutableMapping[str, T], new_item: T): - """Update dest to overwrite whatever is at dest[new_item.unique_id] with - new_itme. There must be an existing value to overwrite, and the two nodes - must have the same original file path. - """ - unique_id = new_item.unique_id - if unique_id not in dest: - raise dbt.exceptions.DbtRuntimeError( - f"got an update_{new_item.resource_type} call with an " - f"unrecognized {new_item.resource_type}: {new_item.unique_id}" - ) - existing = dest[unique_id] - if new_item.original_file_path != existing.original_file_path: - raise dbt.exceptions.DbtRuntimeError( - f"cannot update a {new_item.resource_type} to have a new file path!" - ) - dest[unique_id] = new_item - - # This contains macro methods that are in both the Manifest # and the MacroManifest class MacroMethods: @@ -549,26 +658,36 @@ def filter(candidate: MacroCandidate) -> bool: return candidates.last() def find_generate_macro_by_name( - self, component: str, root_project_name: str + self, component: str, root_project_name: str, imported_package: Optional[str] = None ) -> Optional[Macro]: """ - The `generate_X_name` macros are similar to regular ones, but ignore - imported packages. + The default `generate_X_name` macros are similar to regular ones, but only + includes imported packages when searching for a package. + - if package is not provided: - if there is a `generate_{component}_name` macro in the root project, return it - return the `generate_{component}_name` macro from the 'dbt' internal project + - if package is provided + - return the `generate_{component}_name` macro from the imported + package, if one exists """ def filter(candidate: MacroCandidate) -> bool: - return candidate.locality != Locality.Imported + if imported_package: + return ( + candidate.locality == Locality.Imported + and imported_package == candidate.macro.package_name + ) + else: + return candidate.locality != Locality.Imported candidates: CandidateList = self._find_macros_by_name( name=f"generate_{component}_name", root_project_name=root_project_name, - # filter out imported packages filter=filter, ) + return candidates.last() def _find_macros_by_name( @@ -633,6 +752,7 @@ class Manifest(MacroMethods, DataClassMessagePackMixin, dbtClassMixin): source_patches: MutableMapping[SourceKey, SourcePatch] = field(default_factory=dict) disabled: MutableMapping[str, List[GraphMemberNode]] = field(default_factory=dict) env_vars: MutableMapping[str, str] = field(default_factory=dict) + semantic_models: MutableMapping[str, SemanticModel] = field(default_factory=dict) _doc_lookup: Optional[DocLookup] = field( default=None, metadata={"serialize": lambda x: None, "deserialize": lambda x: None} @@ -646,6 +766,9 @@ class Manifest(MacroMethods, DataClassMessagePackMixin, dbtClassMixin): _metric_lookup: Optional[MetricLookup] = field( default=None, metadata={"serialize": lambda x: None, "deserialize": lambda x: None} ) + _semantic_model_by_measure_lookup: Optional[SemanticModelByMeasureLookup] = field( + default=None, metadata={"serialize": lambda x: None, "deserialize": lambda x: None} + ) _disabled_lookup: Optional[DisabledLookup] = field( default=None, metadata={"serialize": lambda x: None, "deserialize": lambda x: None} ) @@ -672,18 +795,6 @@ def __post_deserialize__(cls, obj): obj._lock = MP_CONTEXT.Lock() return obj - def update_exposure(self, new_exposure: Exposure): - _update_into(self.exposures, new_exposure) - - def update_metric(self, new_metric: Metric): - _update_into(self.metrics, new_metric) - - def update_node(self, new_node: ManifestNode): - _update_into(self.nodes, new_node) - - def update_source(self, new_source: SourceDefinition): - _update_into(self.sources, new_source) - def build_flat_graph(self): """This attribute is used in context.common by each node, so we want to only build it once and avoid any concurrency issues around it. @@ -696,6 +807,9 @@ def build_flat_graph(self): "metrics": {k: v.to_dict(omit_none=False) for k, v in self.metrics.items()}, "nodes": {k: v.to_dict(omit_none=False) for k, v in self.nodes.items()}, "sources": {k: v.to_dict(omit_none=False) for k, v in self.sources.items()}, + "semantic_models": { + k: v.to_dict(omit_none=False) for k, v in self.semantic_models.items() + }, } def build_disabled_by_file_id(self): @@ -756,6 +870,7 @@ def get_resource_fqns(self) -> Mapping[str, PathSet]: self.nodes.values(), self.sources.values(), self.metrics.values(), + self.semantic_models.values(), ) for resource in all_resources: resource_type_plural = resource.resource_type.pluralize() @@ -790,6 +905,7 @@ def deepcopy(self): disabled={k: _deepcopy(v) for k, v in self.disabled.items()}, files={k: _deepcopy(v) for k, v in self.files.items()}, state_check=_deepcopy(self.state_check), + semantic_models={k: _deepcopy(v) for k, v in self.semantic_models.items()}, ) copy.build_flat_graph() return copy @@ -801,6 +917,7 @@ def build_parent_and_child_maps(self): self.sources.values(), self.exposures.values(), self.metrics.values(), + self.semantic_models.values(), ) ) forward_edges, backward_edges = build_node_edges(edge_members) @@ -821,6 +938,7 @@ def build_group_map(self): groupable_nodes = list( chain( self.nodes.values(), + self.semantic_models.values(), self.metrics.values(), ) ) @@ -830,7 +948,7 @@ def build_group_map(self): group_map[node.group].append(node.unique_id) self.group_map = group_map - def writable_manifest(self): + def writable_manifest(self) -> "WritableManifest": self.build_parent_and_child_maps() self.build_group_map() return WritableManifest( @@ -847,6 +965,7 @@ def writable_manifest(self): child_map=self.child_map, parent_map=self.parent_map, group_map=self.group_map, + semantic_models=self.semantic_models, ) def write(self, path): @@ -863,6 +982,8 @@ def expect(self, unique_id: str) -> GraphMemberNode: return self.exposures[unique_id] elif unique_id in self.metrics: return self.metrics[unique_id] + elif unique_id in self.semantic_models: + return self.semantic_models[unique_id] else: # something terrible has happened raise dbt.exceptions.DbtInternalError( @@ -899,6 +1020,13 @@ def metric_lookup(self) -> MetricLookup: self._metric_lookup = MetricLookup(self) return self._metric_lookup + @property + def semantic_model_by_measure_lookup(self) -> SemanticModelByMeasureLookup: + """Gets (and creates if necessary) the lookup utility for getting SemanticModels by measures""" + if self._semantic_model_by_measure_lookup is None: + self._semantic_model_by_measure_lookup = SemanticModelByMeasureLookup(self) + return self._semantic_model_by_measure_lookup + def rebuild_ref_lookup(self): self._ref_lookup = RefableLookup(self) @@ -917,10 +1045,33 @@ def analysis_lookup(self) -> AnalysisLookup: self._analysis_lookup = AnalysisLookup(self) return self._analysis_lookup - # Called by dbt.parser.manifest._resolve_refs_for_exposure - # and dbt.parser.manifest._process_refs_for_node + @property + def external_node_unique_ids(self): + return [node.unique_id for node in self.nodes.values() if node.is_external_node] + + def resolve_refs( + self, + source_node: ModelNode, + current_project: str, # TODO: ModelNode is overly restrictive typing + ) -> List[MaybeNonSource]: + resolved_refs: List[MaybeNonSource] = [] + for ref in source_node.refs: + resolved = self.resolve_ref( + source_node, + ref.name, + ref.package, + ref.version, + current_project, + source_node.package_name, + ) + resolved_refs.append(resolved) + + return resolved_refs + + # Called by dbt.parser.manifest._process_refs & ManifestLoader.check_for_model_deprecations def resolve_ref( self, + source_node: GraphMemberNode, target_model_name: str, target_model_package: Optional[str], target_model_version: Optional[NodeVersion], @@ -931,11 +1082,13 @@ def resolve_ref( node: Optional[ManifestNode] = None disabled: Optional[List[ManifestNode]] = None - candidates = _search_packages(current_project, node_package, target_model_package) + candidates = _packages_to_search(current_project, node_package, target_model_package) for pkg in candidates: - node = self.ref_lookup.find(target_model_name, pkg, target_model_version, self) + node = self.ref_lookup.find( + target_model_name, pkg, target_model_version, self, source_node + ) - if node is not None and node.config.enabled: + if node is not None and hasattr(node, "config") and node.config.enabled: return node # it's possible that the node is disabled @@ -956,7 +1109,7 @@ def resolve_source( node_package: str, ) -> MaybeParsedSource: search_name = f"{target_source_name}.{target_table_name}" - candidates = _search_packages(current_project, node_package) + candidates = _packages_to_search(current_project, node_package) source: Optional[SourceDefinition] = None disabled: Optional[List[SourceDefinition]] = None @@ -986,7 +1139,7 @@ def resolve_metric( metric: Optional[Metric] = None disabled: Optional[List[Metric]] = None - candidates = _search_packages(current_project, node_package, target_metric_package) + candidates = _packages_to_search(current_project, node_package, target_metric_package) for pkg in candidates: metric = self.metric_lookup.find(target_metric_name, pkg, self) @@ -1000,6 +1153,26 @@ def resolve_metric( return Disabled(disabled[0]) return None + def resolve_semantic_model_for_measure( + self, + target_measure_name: str, + current_project: str, + node_package: str, + target_package: Optional[str] = None, + ) -> Optional[SemanticModel]: + """Tries to find the SemanticModel that a measure belongs to""" + candidates = _packages_to_search(current_project, node_package, target_package) + + for pkg in candidates: + semantic_model = self.semantic_model_by_measure_lookup.find( + target_measure_name, pkg, self + ) + # need to return it even if it's disabled so know it's not fully missing + if semantic_model is not None: + return semantic_model + + return None + # Called by DocsRuntimeContext.doc def resolve_doc( self, @@ -1012,7 +1185,7 @@ def resolve_doc( resolve_ref except the is_enabled checks are unnecessary as docs are always enabled. """ - candidates = _search_packages(current_project, node_package, package) + candidates = _packages_to_search(current_project, node_package, package) for pkg in candidates: result = self.doc_lookup.find(name, pkg, self) @@ -1020,6 +1193,50 @@ def resolve_doc( return result return None + def is_invalid_private_ref( + self, node: GraphMemberNode, target_model: MaybeNonSource, dependencies: Optional[Mapping] + ) -> bool: + dependencies = dependencies or {} + if not isinstance(target_model, ModelNode): + return False + + is_private_ref = ( + target_model.access == AccessType.Private + # don't raise this reference error for ad hoc 'preview' queries + and node.resource_type != NodeType.SqlOperation + and node.resource_type != NodeType.RPCCall # TODO: rm + ) + target_dependency = dependencies.get(target_model.package_name) + restrict_package_access = target_dependency.restrict_access if target_dependency else False + + # TODO: SemanticModel and SourceDefinition do not have group, and so should not be able to make _any_ private ref. + return is_private_ref and ( + not hasattr(node, "group") + or not node.group + or node.group != target_model.group + or restrict_package_access + ) + + def is_invalid_protected_ref( + self, node: GraphMemberNode, target_model: MaybeNonSource, dependencies: Optional[Mapping] + ) -> bool: + dependencies = dependencies or {} + if not isinstance(target_model, ModelNode): + return False + + is_protected_ref = ( + target_model.access == AccessType.Protected + # don't raise this reference error for ad hoc 'preview' queries + and node.resource_type != NodeType.SqlOperation + and node.resource_type != NodeType.RPCCall # TODO: rm + ) + target_dependency = dependencies.get(target_model.package_name) + restrict_package_access = target_dependency.restrict_access if target_dependency else False + + return is_protected_ref and ( + node.package_name != target_model.package_name and restrict_package_access + ) + # Called by RunTask.defer_to_manifest def merge_from_artifact( self, @@ -1057,6 +1274,25 @@ def merge_from_artifact( sample = list(islice(merged, 5)) fire_event(MergedFromState(num_merged=len(merged), sample=sample)) + # Called by CloneTask.defer_to_manifest + def add_from_artifact( + self, + other: "WritableManifest", + ) -> None: + """Update this manifest by *adding* information about each node's location + in the other manifest. + + Only non-ephemeral refable nodes are examined. + """ + refables = set(NodeType.refable()) + for unique_id, node in other.nodes.items(): + current = self.nodes.get(unique_id) + if current and (node.resource_type in refables and not node.is_ephemeral): + defer_relation = DeferRelation( + node.database, node.schema, node.alias, node.relation_name + ) + self.nodes[unique_id] = current.replace(defer_relation=defer_relation) + # Methods that were formerly in ParseResult def add_macro(self, source_file: SourceFile, macro: Macro): @@ -1107,10 +1343,13 @@ def add_exposure(self, source_file: SchemaSourceFile, exposure: Exposure): self.exposures[exposure.unique_id] = exposure source_file.exposures.append(exposure.unique_id) - def add_metric(self, source_file: SchemaSourceFile, metric: Metric): + def add_metric(self, source_file: SchemaSourceFile, metric: Metric, generated: bool = False): _check_duplicates(metric, self.metrics) self.metrics[metric.unique_id] = metric - source_file.metrics.append(metric.unique_id) + if not generated: + source_file.metrics.append(metric.unique_id) + else: + source_file.generated_metrics.append(metric.unique_id) def add_group(self, source_file: SchemaSourceFile, group: Group): _check_duplicates(group, self.groups) @@ -1132,6 +1371,8 @@ def add_disabled(self, source_file: AnySourceFile, node: ResultNode, test_from=N source_file.add_test(node.unique_id, test_from) if isinstance(node, Metric): source_file.metrics.append(node.unique_id) + if isinstance(node, SemanticModel): + source_file.semantic_models.append(node.unique_id) if isinstance(node, Exposure): source_file.exposures.append(node.unique_id) else: @@ -1142,6 +1383,11 @@ def add_doc(self, source_file: SourceFile, doc: Documentation): self.docs[doc.unique_id] = doc source_file.docs.append(doc.unique_id) + def add_semantic_model(self, source_file: SchemaSourceFile, semantic_model: SemanticModel): + _check_duplicates(semantic_model, self.semantic_models) + self.semantic_models[semantic_model.unique_id] = semantic_model + source_file.semantic_models.append(semantic_model.unique_id) + # end of methods formerly in ParseResult # Provide support for copy.deepcopy() - we just need to avoid the lock! @@ -1168,10 +1414,12 @@ def __reduce_ex__(self, protocol): self.source_patches, self.disabled, self.env_vars, + self.semantic_models, self._doc_lookup, self._source_lookup, self._ref_lookup, self._metric_lookup, + self._semantic_model_by_measure_lookup, self._disabled_lookup, self._analysis_lookup, ) @@ -1191,7 +1439,7 @@ def __init__(self, macros): @dataclass -@schema_version("manifest", 9) +@schema_version("manifest", 11) class WritableManifest(ArtifactMixin): nodes: Mapping[UniqueID, ManifestNode] = field( metadata=dict(description=("The nodes defined in the dbt project and its dependencies")) @@ -1237,6 +1485,9 @@ class WritableManifest(ArtifactMixin): description="A mapping from group names to their nodes", ) ) + semantic_models: Mapping[UniqueID, SemanticModel] = field( + metadata=dict(description=("The semantic models defined in the dbt project")) + ) metadata: ManifestMetadata = field( metadata=dict( description="Metadata about the manifest", @@ -1251,20 +1502,25 @@ def compatible_previous_versions(self): ("manifest", 6), ("manifest", 7), ("manifest", 8), + ("manifest", 9), + ("manifest", 10), ] @classmethod def upgrade_schema_version(cls, data): """This overrides the "upgrade_schema_version" call in VersionedSchema (via ArtifactMixin) to modify the dictionary passed in from earlier versions of the manifest.""" - if get_manifest_schema_version(data) <= 8: - data = upgrade_manifest_json(data) + manifest_schema_version = get_manifest_schema_version(data) + if manifest_schema_version <= 10: + data = upgrade_manifest_json(data, manifest_schema_version) return cls.from_dict(data) def __post_serialize__(self, dct): for unique_id, node in dct["nodes"].items(): if "config_call_dict" in node: del node["config_call_dict"] + if "defer_relation" in node: + del node["defer_relation"] return dct @@ -1272,7 +1528,15 @@ def get_manifest_schema_version(dct: dict) -> int: schema_version = dct.get("metadata", {}).get("dbt_schema_version", None) if not schema_version: raise ValueError("Manifest doesn't have schema version") - return int(schema_version.split(".")[-2][-1]) + + # schema_version is in this format: https://schemas.getdbt.com/dbt/manifest/v10.json + # What the code below is doing: + # 1. Split on "/" – v10.json + # 2. Split on "." – v10 + # 3. Skip first character – 10 + # 4. Convert to int + # TODO: If this gets more complicated, turn into a regex + return int(schema_version.split("/")[-1].split(".")[0][1:]) def _check_duplicates(value: BaseNode, src: Mapping[str, BaseNode]): diff --git a/core/dbt/contracts/graph/manifest_upgrade.py b/core/dbt/contracts/graph/manifest_upgrade.py index 1b94f5e3e4a..fb979ec09a4 100644 --- a/core/dbt/contracts/graph/manifest_upgrade.py +++ b/core/dbt/contracts/graph/manifest_upgrade.py @@ -1,42 +1,3 @@ -from dbt import deprecations -from dbt.dataclass_schema import ValidationError - - -# we renamed these properties in v1.3 -# this method allows us to be nice to the early adopters -def rename_metric_attr(data: dict, raise_deprecation_warning: bool = False) -> dict: - metric_name = data["name"] - if raise_deprecation_warning and ( - "sql" in data.keys() - or "type" in data.keys() - or data.get("calculation_method") == "expression" - ): - deprecations.warn("metric-attr-renamed", metric_name=metric_name) - duplicated_attribute_msg = """\n -The metric '{}' contains both the deprecated metric property '{}' -and the up-to-date metric property '{}'. Please remove the deprecated property. -""" - if "sql" in data.keys(): - if "expression" in data.keys(): - raise ValidationError( - duplicated_attribute_msg.format(metric_name, "sql", "expression") - ) - else: - data["expression"] = data.pop("sql") - if "type" in data.keys(): - if "calculation_method" in data.keys(): - raise ValidationError( - duplicated_attribute_msg.format(metric_name, "type", "calculation_method") - ) - else: - calculation_method = data.pop("type") - data["calculation_method"] = calculation_method - # we also changed "type: expression" -> "calculation_method: derived" - if data.get("calculation_method") == "expression": - data["calculation_method"] = "derived" - return data - - def rename_sql_attr(node_content: dict) -> dict: if "raw_sql" in node_content: node_content["raw_code"] = node_content.pop("raw_sql") @@ -88,7 +49,24 @@ def upgrade_seed_content(node_content): node_content.get("depends_on", {}).pop("nodes", None) -def upgrade_manifest_json(manifest: dict) -> dict: +def drop_v9_and_prior_metrics(manifest: dict) -> None: + manifest["metrics"] = {} + filtered_disabled_entries = {} + for entry_name, resource_list in manifest.get("disabled", {}).items(): + filtered_resource_list = [] + for resource in resource_list: + if resource.get("resource_type") != "metric": + filtered_resource_list.append(resource) + filtered_disabled_entries[entry_name] = filtered_resource_list + + manifest["disabled"] = filtered_disabled_entries + + +def upgrade_manifest_json(manifest: dict, manifest_schema_version: int) -> dict: + # this should remain 9 while the check in `upgrade_schema_version` may change + if manifest_schema_version <= 9: + drop_v9_and_prior_metrics(manifest=manifest) + for node_content in manifest.get("nodes", {}).values(): upgrade_node_content(node_content) if node_content["resource_type"] == "seed": @@ -107,7 +85,6 @@ def upgrade_manifest_json(manifest: dict) -> dict: manifest["group_map"] = {} for metric_content in manifest.get("metrics", {}).values(): # handle attr renames + value translation ("expression" -> "derived") - metric_content = rename_metric_attr(metric_content) metric_content = upgrade_ref_content(metric_content) if "root_path" in metric_content: del metric_content["root_path"] @@ -125,4 +102,6 @@ def upgrade_manifest_json(manifest: dict) -> dict: if "root_path" in doc_content: del doc_content["root_path"] doc_content["resource_type"] = "doc" + if "semantic_models" not in manifest: + manifest["semantic_models"] = {} return manifest diff --git a/core/dbt/contracts/graph/metrics.py b/core/dbt/contracts/graph/metrics.py index b895aa5e2f5..c95604cb976 100644 --- a/core/dbt/contracts/graph/metrics.py +++ b/core/dbt/contracts/graph/metrics.py @@ -1,4 +1,11 @@ -from dbt.node_types import NodeType +from dbt.contracts.graph.manifest import Manifest, Metric +from dbt_semantic_interfaces.type_enums import MetricType + +from typing import Any, Dict, Iterator, List + + +DERIVED_METRICS = [MetricType.DERIVED, MetricType.RATIO] +BASE_METRICS = [MetricType.SIMPLE, MetricType.CUMULATIVE] class MetricReference(object): @@ -17,76 +24,74 @@ class ResolvedMetricReference(MetricReference): for working with metrics (ie. __str__ and templating functions) """ - def __init__(self, node, manifest, Relation): + def __init__(self, node: Metric, manifest: Manifest) -> None: super().__init__(node.name, node.package_name) self.node = node self.manifest = manifest - self.Relation = Relation - def __getattr__(self, key): + def __getattr__(self, key) -> Any: return getattr(self.node, key) - def __str__(self): + def __str__(self) -> str: return f"{self.node.name}" @classmethod - def parent_metrics(cls, metric_node, manifest): + def parent_metrics(cls, metric_node: Metric, manifest: Manifest) -> Iterator[Metric]: + """For a given metric, yeilds all upstream metrics.""" yield metric_node for parent_unique_id in metric_node.depends_on.nodes: - node = manifest.metrics.get(parent_unique_id) - if node and node.resource_type == NodeType.Metric: + node = manifest.expect(parent_unique_id) + if isinstance(node, Metric): yield from cls.parent_metrics(node, manifest) @classmethod - def parent_metrics_names(cls, metric_node, manifest): - yield metric_node.name - - for parent_unique_id in metric_node.depends_on.nodes: - node = manifest.metrics.get(parent_unique_id) - if node and node.resource_type == NodeType.Metric: - yield from cls.parent_metrics_names(node, manifest) + def parent_metrics_names(cls, metric_node: Metric, manifest: Manifest) -> Iterator[str]: + """For a given metric, yeilds all upstream metric names""" + for metric in cls.parent_metrics(metric_node, manifest): + yield metric.name @classmethod - def reverse_dag_parsing(cls, metric_node, manifest, metric_depth_count): - if metric_node.calculation_method == "derived": + def reverse_dag_parsing( + cls, metric_node: Metric, manifest: Manifest, metric_depth_count: int + ) -> Iterator[Dict[str, int]]: + """For the given metric, yeilds dictionaries having {<metric_name>: <depth_from_initial_metric} of upstream derived metrics. + + This function is intended as a helper function for other metric helper functions. + """ + if metric_node.type in DERIVED_METRICS: yield {metric_node.name: metric_depth_count} - metric_depth_count = metric_depth_count + 1 - for parent_unique_id in metric_node.depends_on.nodes: - node = manifest.metrics.get(parent_unique_id) - if ( - node - and node.resource_type == NodeType.Metric - and node.calculation_method == "derived" - ): - yield from cls.reverse_dag_parsing(node, manifest, metric_depth_count) + for parent_unique_id in metric_node.depends_on.nodes: + node = manifest.expect(parent_unique_id) + if isinstance(node, Metric): + yield from cls.reverse_dag_parsing(node, manifest, metric_depth_count + 1) def full_metric_dependency(self): + """Returns a unique list of all upstream metric names.""" to_return = list(set(self.parent_metrics_names(self.node, self.manifest))) return to_return - def base_metric_dependency(self): + def base_metric_dependency(self) -> List[str]: + """Returns a unique list of names for all upstream non-derived metrics.""" in_scope_metrics = list(self.parent_metrics(self.node, self.manifest)) + base_metrics = { + metric.name for metric in in_scope_metrics if metric.type not in DERIVED_METRICS + } - to_return = [] - for metric in in_scope_metrics: - if metric.calculation_method != "derived" and metric.name not in to_return: - to_return.append(metric.name) - - return to_return + return list(base_metrics) - def derived_metric_dependency(self): + def derived_metric_dependency(self) -> List[str]: + """Returns a unique list of names for all upstream derived metrics.""" in_scope_metrics = list(self.parent_metrics(self.node, self.manifest)) + derived_metrics = { + metric.name for metric in in_scope_metrics if metric.type in DERIVED_METRICS + } - to_return = [] - for metric in in_scope_metrics: - if metric.calculation_method == "derived" and metric.name not in to_return: - to_return.append(metric.name) - - return to_return + return list(derived_metrics) - def derived_metric_dependency_depth(self): + def derived_metric_dependency_depth(self) -> List[Dict[str, int]]: + """Returns a list of {<metric_name>: <depth_from_initial_metric>} for all upstream metrics.""" metric_depth_count = 1 to_return = list(self.reverse_dag_parsing(self.node, self.manifest, metric_depth_count)) diff --git a/core/dbt/contracts/graph/model_config.py b/core/dbt/contracts/graph/model_config.py index 60ebf4cd96e..f30ddd8fcc3 100644 --- a/core/dbt/contracts/graph/model_config.py +++ b/core/dbt/contracts/graph/model_config.py @@ -2,17 +2,20 @@ from enum import Enum from itertools import chain from typing import Any, List, Optional, Dict, Union, Type, TypeVar, Callable +from typing_extensions import Annotated + from dbt.dataclass_schema import ( dbtClassMixin, ValidationError, - register_pattern, + StrEnum, ) from dbt.contracts.graph.unparsed import AdditionalPropertiesAllowed, Docs from dbt.contracts.graph.utils import validate_color -from dbt.exceptions import DbtInternalError, CompilationError from dbt.contracts.util import Replaceable, list_str +from dbt.exceptions import DbtInternalError, CompilationError from dbt import hooks from dbt.node_types import NodeType +from mashumaro.jsonschema.annotations import Pattern M = TypeVar("M", bound="Metadata") @@ -186,7 +189,14 @@ class Severity(str): pass -register_pattern(Severity, insensitive_patterns("warn", "error")) +class OnConfigurationChangeOption(StrEnum): + Apply = "apply" + Continue = "continue" + Fail = "fail" + + @classmethod + def default(cls) -> "OnConfigurationChangeOption": + return cls.Apply @dataclass @@ -287,11 +297,17 @@ def same_contents(cls, unrendered: Dict[str, Any], other: Dict[str, Any]) -> boo return False return True - # This is used in 'add_config_call' to created the combined config_call_dict. + # This is used in 'add_config_call' to create the combined config_call_dict. # 'meta' moved here from node mergebehavior = { "append": ["pre-hook", "pre_hook", "post-hook", "post_hook", "tags"], - "update": ["quoting", "column_types", "meta", "docs", "contract"], + "update": [ + "quoting", + "column_types", + "meta", + "docs", + "contract", + ], "dict_key_append": ["grants"], } @@ -358,20 +374,23 @@ def finalize_and_validate(self: T) -> T: self.validate(dct) return self.from_dict(dct) - def replace(self, **kwargs): - dct = self.to_dict(omit_none=True) - mapping = self.field_mapping() - for key, value in kwargs.items(): - new_key = mapping.get(key, key) - dct[new_key] = value - return self.from_dict(dct) +@dataclass +class SemanticModelConfig(BaseConfig): + enabled: bool = True + group: Optional[str] = field( + default=None, + metadata=CompareBehavior.Exclude.meta(), + ) @dataclass class MetricConfig(BaseConfig): enabled: bool = True - group: Optional[str] = None + group: Optional[str] = field( + default=None, + metadata=CompareBehavior.Exclude.meta(), + ) @dataclass @@ -424,11 +443,11 @@ class NodeConfig(NodeAndTestConfig): persist_docs: Dict[str, Any] = field(default_factory=dict) post_hook: List[Hook] = field( default_factory=list, - metadata=MergeBehavior.Append.meta(), + metadata={"merge": MergeBehavior.Append, "alias": "post-hook"}, ) pre_hook: List[Hook] = field( default_factory=list, - metadata=MergeBehavior.Append.meta(), + metadata={"merge": MergeBehavior.Append, "alias": "pre-hook"}, ) quoting: Dict[str, Any] = field( default_factory=dict, @@ -445,6 +464,9 @@ class NodeConfig(NodeAndTestConfig): # sometimes getting the Union order wrong, causing serialization failures. unique_key: Union[str, List[str], None] = None on_schema_change: Optional[str] = "ignore" + on_configuration_change: OnConfigurationChangeOption = field( + default_factory=OnConfigurationChangeOption.default + ) grants: Dict[str, Any] = field( default_factory=dict, metadata=MergeBehavior.DictKeyAppend.meta() ) @@ -474,41 +496,22 @@ def __post_init__(self): if ( self.contract.enforced and self.materialized == "incremental" - and self.on_schema_change != "append_new_columns" + and self.on_schema_change not in ("append_new_columns", "fail") ): raise ValidationError( f"Invalid value for on_schema_change: {self.on_schema_change}. Models " "materialized as incremental with contracts enabled must set " - "on_schema_change to 'append_new_columns'" + "on_schema_change to 'append_new_columns' or 'fail'" ) @classmethod def __pre_deserialize__(cls, data): data = super().__pre_deserialize__(data) - field_map = {"post-hook": "post_hook", "pre-hook": "pre_hook"} - # create a new dict because otherwise it gets overwritten in - # tests - new_dict = {} - for key in data: - new_dict[key] = data[key] - data = new_dict for key in hooks.ModelHookType: if key in data: data[key] = [hooks.get_hook_dict(h) for h in data[key]] - for field_name in field_map: - if field_name in data: - new_name = field_map[field_name] - data[new_name] = data.pop(field_name) return data - def __post_serialize__(self, dct): - dct = super().__post_serialize__(dct) - field_map = {"post_hook": "post-hook", "pre_hook": "pre-hook"} - for field_name in field_map: - if field_name in dct: - dct[field_map[field_name]] = dct.pop(field_name) - return dct - # this is still used by jsonschema validation @classmethod def field_mapping(cls): @@ -518,6 +521,7 @@ def field_mapping(cls): @dataclass class SeedConfig(NodeConfig): materialized: str = "seed" + delimiter: str = "," quote_columns: Optional[bool] = None @classmethod @@ -527,15 +531,21 @@ def validate(cls, data): raise ValidationError("A seed must have a materialized value of 'seed'") +SEVERITY_PATTERN = r"^([Ww][Aa][Rr][Nn]|[Ee][Rr][Rr][Oo][Rr])$" + + @dataclass class TestConfig(NodeAndTestConfig): + __test__ = False + # this is repeated because of a different default schema: Optional[str] = field( default="dbt_test__audit", metadata=CompareBehavior.Exclude.meta(), ) materialized: str = "test" - severity: Severity = Severity("ERROR") + # Annotated is used by mashumaro for jsonschema generation + severity: Annotated[Severity, Pattern(SEVERITY_PATTERN)] = Severity("ERROR") store_failures: Optional[bool] = None where: Optional[str] = None limit: Optional[int] = None @@ -591,6 +601,8 @@ class SnapshotConfig(EmptySnapshotConfig): @classmethod def validate(cls, data): super().validate(data) + # Note: currently you can't just set these keys in schema.yml because this validation + # will fail when parsing the snapshot node. if not data.get("strategy") or not data.get("unique_key") or not data.get("target_schema"): raise ValidationError( "Snapshots must be configured with a 'strategy', 'unique_key', " @@ -621,6 +633,7 @@ def validate(cls, data): if data.get("materialized") and data.get("materialized") != "snapshot": raise ValidationError("A snapshot must have a materialized value of 'snapshot'") + # Called by "calculate_node_config_dict" in ContextConfigGenerator def finalize_and_validate(self): data = self.to_dict(omit_none=True) self.validate(data) @@ -629,6 +642,7 @@ def finalize_and_validate(self): RESOURCE_TYPES: Dict[NodeType, Type[BaseConfig]] = { NodeType.Metric: MetricConfig, + NodeType.SemanticModel: SemanticModelConfig, NodeType.Exposure: ExposureConfig, NodeType.Source: SourceConfig, NodeType.Seed: SeedConfig, diff --git a/core/dbt/contracts/graph/node_args.py b/core/dbt/contracts/graph/node_args.py new file mode 100644 index 00000000000..d1f4770b184 --- /dev/null +++ b/core/dbt/contracts/graph/node_args.py @@ -0,0 +1,39 @@ +from dataclasses import dataclass, field +from datetime import datetime +from typing import Optional, List + +from dbt.contracts.graph.unparsed import NodeVersion +from dbt.node_types import NodeType, AccessType + + +@dataclass +class ModelNodeArgs: + name: str + package_name: str + identifier: str + schema: str + database: Optional[str] = None + relation_name: Optional[str] = None + version: Optional[NodeVersion] = None + latest_version: Optional[NodeVersion] = None + deprecation_date: Optional[datetime] = None + access: Optional[str] = AccessType.Protected.value + generated_at: datetime = field(default_factory=datetime.utcnow) + depends_on_nodes: List[str] = field(default_factory=list) + enabled: bool = True + + @property + def unique_id(self) -> str: + unique_id = f"{NodeType.Model}.{self.package_name}.{self.name}" + if self.version: + unique_id = f"{unique_id}.v{self.version}" + + return unique_id + + @property + def fqn(self) -> List[str]: + fqn = [self.package_name, self.name] + if self.version: + fqn.append(f"v{self.version}") + + return fqn diff --git a/core/dbt/contracts/graph/nodes.py b/core/dbt/contracts/graph/nodes.py index ff11b489dff..b6e685d985f 100644 --- a/core/dbt/contracts/graph/nodes.py +++ b/core/dbt/contracts/graph/nodes.py @@ -1,25 +1,24 @@ import os +from datetime import datetime import time from dataclasses import dataclass, field from enum import Enum import hashlib from mashumaro.types import SerializableType -from typing import ( - Optional, - Union, - List, - Dict, - Any, - Sequence, - Tuple, - Iterator, -) +from typing import Optional, Union, List, Dict, Any, Sequence, Tuple, Iterator, Literal from dbt.dataclass_schema import dbtClassMixin, ExtensibleDbtClassMixin from dbt.clients.system import write_file from dbt.contracts.files import FileHash +from dbt.contracts.graph.semantic_models import ( + Defaults, + Dimension, + Entity, + Measure, + SourceFileMetadata, +) from dbt.contracts.graph.unparsed import ( Docs, ExposureType, @@ -28,8 +27,6 @@ HasYamlMetadata, MacroArgument, MaturityType, - MetricFilter, - MetricTime, Owner, Quoting, TestDef, @@ -38,19 +35,31 @@ UnparsedSourceTableDefinition, UnparsedColumn, ) +from dbt.contracts.graph.node_args import ModelNodeArgs from dbt.contracts.util import Replaceable, AdditionalPropertiesMixin from dbt.events.functions import warn_or_error -from dbt.exceptions import ParsingError, InvalidAccessTypeError, ContractBreakingChangeError +from dbt.exceptions import ParsingError, ContractBreakingChangeError from dbt.events.types import ( SeedIncreased, SeedExceedsLimitSamePath, SeedExceedsLimitAndPathChanged, SeedExceedsLimitChecksumChanged, - ValidationWarning, + UnversionedBreakingChange, ) -from dbt.events.contextvars import set_contextvars +from dbt.events.contextvars import set_log_contextvars from dbt.flags import get_flags from dbt.node_types import ModelLanguage, NodeType, AccessType +from dbt_semantic_interfaces.call_parameter_sets import FilterCallParameterSets +from dbt_semantic_interfaces.references import ( + EntityReference, + MeasureReference, + LinkableElementReference, + SemanticModelReference, + TimeDimensionReference, +) +from dbt_semantic_interfaces.references import MetricReference as DSIMetricReference +from dbt_semantic_interfaces.type_enums import MetricType, TimeGranularity +from dbt_semantic_interfaces.parsing.where_filter_parser import WhereFilterParser from .model_config import ( NodeConfig, @@ -61,6 +70,7 @@ ExposureConfig, EmptySnapshotConfig, SnapshotConfig, + SemanticModelConfig, ) @@ -119,6 +129,10 @@ def should_store_failures(self): def is_relational(self): return self.resource_type in NodeType.refable() + @property + def is_versioned(self): + return self.resource_type in NodeType.versioned() and self.version is not None + @property def is_ephemeral(self): return self.config.materialized == "ephemeral" @@ -183,6 +197,9 @@ def is_valid(cls, item): class ColumnLevelConstraint(dbtClassMixin): type: ConstraintType name: Optional[str] = None + # expression is a user-provided field that will depend on the constraint type. + # It could be a predicate (check type), or a sequence sql keywords (e.g. unique type), + # so the vague naming of 'expression' is intended to capture this range. expression: Optional[str] = None warn_unenforced: bool = ( True # Warn if constraint cannot be enforced by platform but will be in DDL @@ -246,6 +263,16 @@ def add_macro(self, value: str): self.macros.append(value) +@dataclass +class DeferRelation(HasRelationMetadata): + alias: str + relation_name: Optional[str] + + @property + def identifier(self): + return self.alias + + @dataclass class DependsOn(MacroDependsOn): nodes: List[str] = field(default_factory=list) @@ -296,7 +323,7 @@ def node_info(self): def update_event_status(self, **kwargs): for k, v in kwargs.items(): self._event_status[k] = v - set_contextvars(node_info=self.node_info) + set_log_contextvars(node_info=self.node_info) def clear_event_status(self): self._event_status = dict() @@ -319,17 +346,23 @@ class ParsedNode(NodeInfoMixin, ParsedNodeMandatory, SerializableType): relation_name: Optional[str] = None raw_code: str = "" - def write_node(self, target_path: str, subdirectory: str, payload: str): + def get_target_write_path(self, target_path: str, subdirectory: str): + # This is called for both the "compiled" subdirectory of "target" and the "run" subdirectory if os.path.basename(self.path) == os.path.basename(self.original_file_path): # One-to-one relationship of nodes to files. path = self.original_file_path else: # Many-to-one relationship of nodes to files. path = os.path.join(self.original_file_path, self.path) - full_path = os.path.join(target_path, subdirectory, self.package_name, path) + target_write_path = os.path.join(target_path, subdirectory, self.package_name, path) + return target_write_path - write_file(full_path, payload) - return full_path + def write_node(self, project_root: str, compiled_path, compiled_code: str): + if os.path.isabs(compiled_path): + full_path = compiled_path + else: + full_path = os.path.join(project_root, compiled_path) + write_file(full_path, compiled_code) def _serialize(self): return self.to_dict() @@ -424,74 +457,17 @@ def same_config(self, old) -> bool: def build_contract_checksum(self): pass - def same_contract(self, old) -> bool: + def same_contract(self, old, adapter_type=None) -> bool: # This would only apply to seeds return True - def patch(self, patch: "ParsedNodePatch"): - """Given a ParsedNodePatch, add the new information to the node.""" - # NOTE: Constraint patching is awkwardly done in the parse_patch function - # which calls this one. We need to combine the logic. - - # explicitly pick out the parts to update so we don't inadvertently - # step on the model name or anything - # Note: config should already be updated - self.patch_path: Optional[str] = patch.file_id - # update created_at so process_docs will run in partial parsing - self.created_at = time.time() - self.description = patch.description - self.columns = patch.columns - self.name = patch.name - - # TODO: version, latest_version, and access are specific to ModelNodes, consider splitting out to ModelNode - if self.resource_type != NodeType.Model: - if patch.version: - warn_or_error( - ValidationWarning( - field_name="version", - resource_type=self.resource_type.value, - node_name=patch.name, - ) - ) - if patch.latest_version: - warn_or_error( - ValidationWarning( - field_name="latest_version", - resource_type=self.resource_type.value, - node_name=patch.name, - ) - ) - self.version = patch.version - self.latest_version = patch.latest_version - - # This might not be the ideal place to validate the "access" field, - # but at this point we have the information we need to properly - # validate and we don't before this. - if patch.access: - if self.resource_type == NodeType.Model: - if AccessType.is_valid(patch.access): - self.access = AccessType(patch.access) - else: - raise InvalidAccessTypeError( - unique_id=self.unique_id, - field_value=patch.access, - ) - else: - warn_or_error( - ValidationWarning( - field_name="access", - resource_type=self.resource_type.value, - node_name=patch.name, - ) - ) - - def same_contents(self, old) -> bool: + def same_contents(self, old, adapter_type) -> bool: if old is None: return False # Need to ensure that same_contract is called because it # could throw an error - same_contract = self.same_contract(old) + same_contract = self.same_contract(old, adapter_type) return ( self.same_body(old) and self.same_config(old) @@ -502,6 +478,10 @@ def same_contents(self, old) -> bool: and True ) + @property + def is_external_node(self): + return False + @dataclass class InjectedCTE(dbtClassMixin, Replaceable): @@ -568,10 +548,106 @@ def depends_on_nodes(self): def depends_on_macros(self): return self.depends_on.macros + +# ==================================== +# CompiledNode subclasses +# ==================================== + + +@dataclass +class AnalysisNode(CompiledNode): + resource_type: Literal[NodeType.Analysis] + + +@dataclass +class HookNode(CompiledNode): + resource_type: Literal[NodeType.Operation] + index: Optional[int] = None + + +@dataclass +class ModelNode(CompiledNode): + resource_type: Literal[NodeType.Model] + access: AccessType = AccessType.Protected + constraints: List[ModelLevelConstraint] = field(default_factory=list) + version: Optional[NodeVersion] = None + latest_version: Optional[NodeVersion] = None + deprecation_date: Optional[datetime] = None + defer_relation: Optional[DeferRelation] = None + + @classmethod + def from_args(cls, args: ModelNodeArgs) -> "ModelNode": + unique_id = args.unique_id + + # build unrendered config -- for usage in ParsedNode.same_contents + unrendered_config = {} + unrendered_config["alias"] = args.identifier + unrendered_config["schema"] = args.schema + if args.database: + unrendered_config["database"] = args.database + + return cls( + resource_type=NodeType.Model, + name=args.name, + package_name=args.package_name, + unique_id=unique_id, + fqn=args.fqn, + version=args.version, + latest_version=args.latest_version, + relation_name=args.relation_name, + database=args.database, + schema=args.schema, + alias=args.identifier, + deprecation_date=args.deprecation_date, + checksum=FileHash.from_contents(f"{unique_id},{args.generated_at}"), + access=AccessType(args.access), + original_file_path="", + path="", + unrendered_config=unrendered_config, + depends_on=DependsOn(nodes=args.depends_on_nodes), + config=NodeConfig(enabled=args.enabled), + ) + + @property + def is_external_node(self) -> bool: + return not self.original_file_path and not self.path + + @property + def is_latest_version(self) -> bool: + return self.version is not None and self.version == self.latest_version + + @property + def search_name(self): + if self.version is None: + return self.name + else: + return f"{self.name}.v{self.version}" + + @property + def materialization_enforces_constraints(self) -> bool: + return self.config.materialized in ["table", "incremental"] + + def same_contents(self, old, adapter_type) -> bool: + return super().same_contents(old, adapter_type) and self.same_ref_representation(old) + + def same_ref_representation(self, old) -> bool: + return ( + # Changing the latest_version may break downstream unpinned refs + self.latest_version == old.latest_version + # Changes to access or deprecation_date may lead to ref-related parsing errors + and self.access == old.access + and self.deprecation_date == old.deprecation_date + ) + def build_contract_checksum(self): # We don't need to construct the checksum if the model does not # have contract enforced, because it won't be used. # This needs to be executed after contract config is set + + # Avoid rebuilding the checksum if it has already been set. + if self.contract.checksum is not None: + return + if self.contract.enforced is True: contract_state = "" # We need to sort the columns so that order doesn't matter @@ -580,10 +656,14 @@ def build_contract_checksum(self): for column in sorted_columns: contract_state += f"|{column.name}" contract_state += str(column.data_type) + contract_state += str(column.constraints) + if self.materialization_enforces_constraints: + contract_state += self.config.materialized + contract_state += str(self.constraints) data = contract_state.encode("utf-8") self.contract.checksum = hashlib.new("sha256", data).hexdigest() - def same_contract(self, old) -> bool: + def same_contract(self, old, adapter_type=None) -> bool: # If the contract wasn't previously enforced: if old.contract.enforced is False and self.contract.enforced is False: # No change -- same_contract: True @@ -603,87 +683,183 @@ def same_contract(self, old) -> bool: # These are the categories of breaking changes: contract_enforced_disabled: bool = False columns_removed: List[str] = [] - column_type_changes: List[Tuple[str, str, str]] = [] + column_type_changes: List[Dict[str, str]] = [] + enforced_column_constraint_removed: List[ + Dict[str, str] + ] = [] # column_name, constraint_type + enforced_model_constraint_removed: List[Dict[str, Any]] = [] # constraint_type, columns + materialization_changed: List[str] = [] if old.contract.enforced is True and self.contract.enforced is False: # Breaking change: the contract was previously enforced, and it no longer is contract_enforced_disabled = True + # TODO: this avoid the circular imports but isn't ideal + from dbt.adapters.factory import get_adapter_constraint_support + from dbt.adapters.base import ConstraintSupport + + constraint_support = get_adapter_constraint_support(adapter_type) + column_constraints_exist = False + # Next, compare each column from the previous contract (old.columns) - for key, value in sorted(old.columns.items()): + for old_key, old_value in sorted(old.columns.items()): # Has this column been removed? - if key not in self.columns.keys(): - columns_removed.append(value.name) + if old_key not in self.columns.keys(): + columns_removed.append(old_value.name) # Has this column's data type changed? - elif value.data_type != self.columns[key].data_type: + elif old_value.data_type != self.columns[old_key].data_type: column_type_changes.append( - (str(value.name), str(value.data_type), str(self.columns[key].data_type)) + { + "column_name": str(old_value.name), + "previous_column_type": str(old_value.data_type), + "current_column_type": str(self.columns[old_key].data_type), + } ) + # track if there are any column level constraints for the materialization check late + if old_value.constraints: + column_constraints_exist = True + + # Have enforced columns level constraints changed? + # Constraints are only enforced for table and incremental materializations. + # We only really care if the old node was one of those materializations for breaking changes + if ( + old_key in self.columns.keys() + and old_value.constraints != self.columns[old_key].constraints + and old.materialization_enforces_constraints + ): + for old_constraint in old_value.constraints: + if ( + old_constraint not in self.columns[old_key].constraints + and constraint_support[old_constraint.type] == ConstraintSupport.ENFORCED + ): + enforced_column_constraint_removed.append( + { + "column_name": old_key, + "constraint_name": old_constraint.name, + "constraint_type": ConstraintType(old_constraint.type), + } + ) + + # Now compare the model level constraints + if old.constraints != self.constraints and old.materialization_enforces_constraints: + for old_constraint in old.constraints: + if ( + old_constraint not in self.constraints + and constraint_support[old_constraint.type] == ConstraintSupport.ENFORCED + ): + enforced_model_constraint_removed.append( + { + "constraint_name": old_constraint.name, + "constraint_type": ConstraintType(old_constraint.type), + "columns": old_constraint.columns, + } + ) + + # Check for relevant materialization changes. + if ( + old.materialization_enforces_constraints + and not self.materialization_enforces_constraints + and (old.constraints or column_constraints_exist) + ): + materialization_changed = [old.config.materialized, self.config.materialized] + # If a column has been added, it will be missing in the old.columns, and present in self.columns # That's a change (caught by the different checksums), but not a breaking change - # Did we find any changes that we consider breaking? If so, that's an error - if contract_enforced_disabled or columns_removed or column_type_changes: - raise ( - ContractBreakingChangeError( - contract_enforced_disabled=contract_enforced_disabled, - columns_removed=columns_removed, - column_type_changes=column_type_changes, - node=self, + # Did we find any changes that we consider breaking? If there's an enforced contract, that's + # a warning unless the model is versioned, then it's an error. + if ( + contract_enforced_disabled + or columns_removed + or column_type_changes + or enforced_model_constraint_removed + or enforced_column_constraint_removed + or materialization_changed + ): + + breaking_changes = [] + if contract_enforced_disabled: + breaking_changes.append( + "Contract enforcement was removed: Previously, this model had an enforced contract. It is no longer configured to enforce its contract, and this is a breaking change." + ) + if columns_removed: + columns_removed_str = "\n - ".join(columns_removed) + breaking_changes.append(f"Columns were removed: \n - {columns_removed_str}") + if column_type_changes: + column_type_changes_str = "\n - ".join( + [ + f"{c['column_name']} ({c['previous_column_type']} -> {c['current_column_type']})" + for c in column_type_changes + ] + ) + breaking_changes.append( + f"Columns with data_type changes: \n - {column_type_changes_str}" + ) + if enforced_column_constraint_removed: + column_constraint_changes_str = "\n - ".join( + [ + f"'{c['constraint_name'] if c['constraint_name'] is not None else c['constraint_type']}' constraint on column {c['column_name']}" + for c in enforced_column_constraint_removed + ] + ) + breaking_changes.append( + f"Enforced column level constraints were removed: \n - {column_constraint_changes_str}" + ) + if enforced_model_constraint_removed: + model_constraint_changes_str = "\n - ".join( + [ + f"'{c['constraint_name'] if c['constraint_name'] is not None else c['constraint_type']}' constraint on columns {c['columns']}" + for c in enforced_model_constraint_removed + ] + ) + breaking_changes.append( + f"Enforced model level constraints were removed: \n - {model_constraint_changes_str}" + ) + if materialization_changed: + materialization_changes_str = ( + f"{materialization_changed[0]} -> {materialization_changed[1]}" ) - ) - - # Otherwise, though we didn't find any *breaking* changes, the contract has still changed -- same_contract: False - else: - return False - - -# ==================================== -# CompiledNode subclasses -# ==================================== - - -@dataclass -class AnalysisNode(CompiledNode): - resource_type: NodeType = field(metadata={"restrict": [NodeType.Analysis]}) - - -@dataclass -class HookNode(CompiledNode): - resource_type: NodeType = field(metadata={"restrict": [NodeType.Operation]}) - index: Optional[int] = None - -@dataclass -class ModelNode(CompiledNode): - resource_type: NodeType = field(metadata={"restrict": [NodeType.Model]}) - access: AccessType = AccessType.Protected - constraints: List[ModelLevelConstraint] = field(default_factory=list) - version: Optional[NodeVersion] = None - latest_version: Optional[NodeVersion] = None + breaking_changes.append( + f"Materialization changed with enforced constraints: \n - {materialization_changes_str}" + ) - @property - def is_latest_version(self): - return self.version and self.version == self.latest_version + if self.version is None: + warn_or_error( + UnversionedBreakingChange( + contract_enforced_disabled=contract_enforced_disabled, + columns_removed=columns_removed, + column_type_changes=column_type_changes, + enforced_column_constraint_removed=enforced_column_constraint_removed, + enforced_model_constraint_removed=enforced_model_constraint_removed, + breaking_changes=breaking_changes, + model_name=self.name, + model_file_path=self.original_file_path, + ), + node=self, + ) + else: + raise ( + ContractBreakingChangeError( + breaking_changes=breaking_changes, + node=self, + ) + ) - @property - def search_name(self): - if self.version is None: - return self.name - else: - return f"{self.name}.v{self.version}" + # Otherwise, the contract has changed -- same_contract: False + return False # TODO: rm? @dataclass class RPCNode(CompiledNode): - resource_type: NodeType = field(metadata={"restrict": [NodeType.RPCCall]}) + resource_type: Literal[NodeType.RPCCall] @dataclass class SqlNode(CompiledNode): - resource_type: NodeType = field(metadata={"restrict": [NodeType.SqlOperation]}) + resource_type: Literal[NodeType.SqlOperation] # ==================================== @@ -693,12 +869,13 @@ class SqlNode(CompiledNode): @dataclass class SeedNode(ParsedNode): # No SQLDefaults! - resource_type: NodeType = field(metadata={"restrict": [NodeType.Seed]}) + resource_type: Literal[NodeType.Seed] config: SeedConfig = field(default_factory=SeedConfig) # seeds need the root_path because the contents are not loaded initially # and we need the root_path to load the seed later root_path: Optional[str] = None depends_on: MacroDependsOn = field(default_factory=MacroDependsOn) + defer_relation: Optional[DeferRelation] = None def same_seeds(self, other: "SeedNode") -> bool: # for seeds, we check the hashes. If the hashes are different types, @@ -818,7 +995,7 @@ def is_relational(self): @dataclass class SingularTestNode(TestShouldStoreFailures, CompiledNode): - resource_type: NodeType = field(metadata={"restrict": [NodeType.Test]}) + resource_type: Literal[NodeType.Test] # Was not able to make mypy happy and keep the code working. We need to # refactor the various configs. config: TestConfig = field(default_factory=TestConfig) # type: ignore @@ -835,6 +1012,8 @@ def test_node_type(self): @dataclass class TestMetadata(dbtClassMixin, Replaceable): + __test__ = False + name: str # kwargs are the args that are left in the test builder after # removing configs. They are set from the test builder when @@ -852,7 +1031,7 @@ class HasTestMetadata(dbtClassMixin): @dataclass class GenericTestNode(TestShouldStoreFailures, CompiledNode, HasTestMetadata): - resource_type: NodeType = field(metadata={"restrict": [NodeType.Test]}) + resource_type: Literal[NodeType.Test] column_name: Optional[str] = None file_key_name: Optional[str] = None # Was not able to make mypy happy and keep the code working. We need to @@ -860,7 +1039,7 @@ class GenericTestNode(TestShouldStoreFailures, CompiledNode, HasTestMetadata): config: TestConfig = field(default_factory=TestConfig) # type: ignore attached_node: Optional[str] = None - def same_contents(self, other) -> bool: + def same_contents(self, other, adapter_type: Optional[str]) -> bool: if other is None: return False @@ -885,14 +1064,15 @@ class IntermediateSnapshotNode(CompiledNode): # uses a regular node config, which the snapshot parser will then convert # into a full ParsedSnapshotNode after rendering. Note: it currently does # not work to set snapshot config in schema files because of the validation. - resource_type: NodeType = field(metadata={"restrict": [NodeType.Snapshot]}) + resource_type: Literal[NodeType.Snapshot] config: EmptySnapshotConfig = field(default_factory=EmptySnapshotConfig) @dataclass class SnapshotNode(CompiledNode): - resource_type: NodeType = field(metadata={"restrict": [NodeType.Snapshot]}) + resource_type: Literal[NodeType.Snapshot] config: SnapshotConfig + defer_relation: Optional[DeferRelation] = None # ==================================== @@ -903,7 +1083,7 @@ class SnapshotNode(CompiledNode): @dataclass class Macro(BaseNode): macro_sql: str - resource_type: NodeType = field(metadata={"restrict": [NodeType.Macro]}) + resource_type: Literal[NodeType.Macro] depends_on: MacroDependsOn = field(default_factory=MacroDependsOn) description: str = "" meta: Dict[str, Any] = field(default_factory=dict) @@ -913,14 +1093,6 @@ class Macro(BaseNode): created_at: float = field(default_factory=lambda: time.time()) supported_languages: Optional[List[ModelLanguage]] = None - def patch(self, patch: "ParsedMacroPatch"): - self.patch_path: Optional[str] = patch.file_id - self.description = patch.description - self.created_at = time.time() - self.meta = patch.meta - self.docs = patch.docs - self.arguments = patch.arguments - def same_contents(self, other: Optional["Macro"]) -> bool: if other is None: return False @@ -941,7 +1113,7 @@ def depends_on_macros(self): @dataclass class Documentation(BaseNode): block_contents: str - resource_type: NodeType = field(metadata={"restrict": [NodeType.Documentation]}) + resource_type: Literal[NodeType.Documentation] @property def search_name(self): @@ -972,7 +1144,7 @@ class UnpatchedSourceDefinition(BaseNode): source: UnparsedSourceDefinition table: UnparsedSourceTableDefinition fqn: List[str] - resource_type: NodeType = field(metadata={"restrict": [NodeType.Source]}) + resource_type: Literal[NodeType.Source] patch_path: Optional[str] = None def get_full_source_name(self): @@ -1017,7 +1189,7 @@ class ParsedSourceMandatory(GraphNode, HasRelationMetadata): source_description: str loader: str identifier: str - resource_type: NodeType = field(metadata={"restrict": [NodeType.Source]}) + resource_type: Literal[NodeType.Source] @dataclass @@ -1144,7 +1316,7 @@ def search_name(self): class Exposure(GraphNode): type: ExposureType owner: Owner - resource_type: NodeType = field(metadata={"restrict": [NodeType.Exposure]}) + resource_type: Literal[NodeType.Exposure] description: str = "" label: Optional[str] = None maturity: Optional[MaturityType] = None @@ -1213,16 +1385,75 @@ def same_contents(self, old: Optional["Exposure"]) -> bool: and True ) + @property + def group(self): + return None + # ==================================== # Metric node # ==================================== +@dataclass +class WhereFilter(dbtClassMixin): + where_sql_template: str + + @property + def call_parameter_sets(self) -> FilterCallParameterSets: + return WhereFilterParser.parse_call_parameter_sets(self.where_sql_template) + + +@dataclass +class MetricInputMeasure(dbtClassMixin): + name: str + filter: Optional[WhereFilter] = None + alias: Optional[str] = None + + def measure_reference(self) -> MeasureReference: + return MeasureReference(element_name=self.name) + + def post_aggregation_measure_reference(self) -> MeasureReference: + return MeasureReference(element_name=self.alias or self.name) + + +@dataclass +class MetricTimeWindow(dbtClassMixin): + count: int + granularity: TimeGranularity + + +@dataclass +class MetricInput(dbtClassMixin): + name: str + filter: Optional[WhereFilter] = None + alias: Optional[str] = None + offset_window: Optional[MetricTimeWindow] = None + offset_to_grain: Optional[TimeGranularity] = None + + def as_reference(self) -> DSIMetricReference: + return DSIMetricReference(element_name=self.name) + + def post_aggregation_reference(self) -> DSIMetricReference: + return DSIMetricReference(element_name=self.alias or self.name) + + +@dataclass +class MetricTypeParams(dbtClassMixin): + measure: Optional[MetricInputMeasure] = None + input_measures: List[MetricInputMeasure] = field(default_factory=list) + numerator: Optional[MetricInput] = None + denominator: Optional[MetricInput] = None + expr: Optional[str] = None + window: Optional[MetricTimeWindow] = None + grain_to_date: Optional[TimeGranularity] = None + metrics: Optional[List[MetricInput]] = None + + @dataclass class MetricReference(dbtClassMixin, Replaceable): - sql: Optional[Union[str, int]] - unique_id: Optional[str] + sql: Optional[Union[str, int]] = None + unique_id: Optional[str] = None @dataclass @@ -1230,16 +1461,11 @@ class Metric(GraphNode): name: str description: str label: str - calculation_method: str - expression: str - filters: List[MetricFilter] - time_grains: List[str] - dimensions: List[str] - resource_type: NodeType = field(metadata={"restrict": [NodeType.Metric]}) - timestamp: Optional[str] = None - window: Optional[MetricTime] = None - model: Optional[str] = None - model_unique_id: Optional[str] = None + type: MetricType + type_params: MetricTypeParams + filter: Optional[WhereFilter] = None + metadata: Optional[SourceFileMetadata] = None + resource_type: Literal[NodeType.Metric] meta: Dict[str, Any] = field(default_factory=dict) tags: List[str] = field(default_factory=list) config: MetricConfig = field(default_factory=MetricConfig) @@ -1259,17 +1485,17 @@ def depends_on_nodes(self): def search_name(self): return self.name - def same_model(self, old: "Metric") -> bool: - return self.model == old.model - - def same_window(self, old: "Metric") -> bool: - return self.window == old.window + @property + def input_measures(self) -> List[MetricInputMeasure]: + return self.type_params.input_measures - def same_dimensions(self, old: "Metric") -> bool: - return self.dimensions == old.dimensions + @property + def measure_references(self) -> List[MeasureReference]: + return [x.measure_reference() for x in self.input_measures] - def same_filters(self, old: "Metric") -> bool: - return self.filters == old.filters + @property + def input_metrics(self) -> List[MetricInput]: + return self.type_params.metrics or [] def same_description(self, old: "Metric") -> bool: return self.description == old.description @@ -1277,24 +1503,24 @@ def same_description(self, old: "Metric") -> bool: def same_label(self, old: "Metric") -> bool: return self.label == old.label - def same_calculation_method(self, old: "Metric") -> bool: - return self.calculation_method == old.calculation_method - - def same_expression(self, old: "Metric") -> bool: - return self.expression == old.expression - - def same_timestamp(self, old: "Metric") -> bool: - return self.timestamp == old.timestamp - - def same_time_grains(self, old: "Metric") -> bool: - return self.time_grains == old.time_grains - def same_config(self, old: "Metric") -> bool: return self.config.same_contents( self.unrendered_config, old.unrendered_config, ) + def same_filter(self, old: "Metric") -> bool: + return True # TODO + + def same_metadata(self, old: "Metric") -> bool: + return True # TODO + + def same_type(self, old: "Metric") -> bool: + return self.type == old.type + + def same_type_params(self, old: "Metric") -> bool: + return True # TODO + def same_contents(self, old: Optional["Metric"]) -> bool: # existing when it didn't before is a change! # metadata/tags changes are not "changes" @@ -1302,16 +1528,12 @@ def same_contents(self, old: Optional["Metric"]) -> bool: return True return ( - self.same_model(old) - and self.same_window(old) - and self.same_dimensions(old) - and self.same_filters(old) + self.same_filter(old) + and self.same_metadata(old) + and self.same_type(old) + and self.same_type_params(old) and self.same_description(old) and self.same_label(old) - and self.same_calculation_method(old) - and self.same_expression(old) - and self.same_timestamp(old) - and self.same_time_grains(old) and self.same_config(old) and True ) @@ -1326,7 +1548,128 @@ def same_contents(self, old: Optional["Metric"]) -> bool: class Group(BaseNode): name: str owner: Owner - resource_type: NodeType = field(metadata={"restrict": [NodeType.Group]}) + resource_type: Literal[NodeType.Group] + + +# ==================================== +# SemanticModel and related classes +# ==================================== + + +@dataclass +class NodeRelation(dbtClassMixin): + alias: str + schema_name: str # TODO: Could this be called simply "schema" so we could reuse StateRelation? + database: Optional[str] = None + relation_name: Optional[str] = None + + +@dataclass +class SemanticModel(GraphNode): + model: str + node_relation: Optional[NodeRelation] + description: Optional[str] = None + defaults: Optional[Defaults] = None + entities: Sequence[Entity] = field(default_factory=list) + measures: Sequence[Measure] = field(default_factory=list) + dimensions: Sequence[Dimension] = field(default_factory=list) + metadata: Optional[SourceFileMetadata] = None + depends_on: DependsOn = field(default_factory=DependsOn) + refs: List[RefArgs] = field(default_factory=list) + created_at: float = field(default_factory=lambda: time.time()) + config: SemanticModelConfig = field(default_factory=SemanticModelConfig) + unrendered_config: Dict[str, Any] = field(default_factory=dict) + primary_entity: Optional[str] = None + group: Optional[str] = None + + @property + def entity_references(self) -> List[LinkableElementReference]: + return [entity.reference for entity in self.entities] + + @property + def dimension_references(self) -> List[LinkableElementReference]: + return [dimension.reference for dimension in self.dimensions] + + @property + def measure_references(self) -> List[MeasureReference]: + return [measure.reference for measure in self.measures] + + @property + def has_validity_dimensions(self) -> bool: + return any([dim.validity_params is not None for dim in self.dimensions]) + + @property + def validity_start_dimension(self) -> Optional[Dimension]: + validity_start_dims = [ + dim for dim in self.dimensions if dim.validity_params and dim.validity_params.is_start + ] + if not validity_start_dims: + return None + return validity_start_dims[0] + + @property + def validity_end_dimension(self) -> Optional[Dimension]: + validity_end_dims = [ + dim for dim in self.dimensions if dim.validity_params and dim.validity_params.is_end + ] + if not validity_end_dims: + return None + return validity_end_dims[0] + + @property + def partitions(self) -> List[Dimension]: # noqa: D + return [dim for dim in self.dimensions or [] if dim.is_partition] + + @property + def partition(self) -> Optional[Dimension]: + partitions = self.partitions + if not partitions: + return None + return partitions[0] + + @property + def reference(self) -> SemanticModelReference: + return SemanticModelReference(semantic_model_name=self.name) + + @property + def depends_on_nodes(self): + return self.depends_on.nodes + + @property + def depends_on_macros(self): + return self.depends_on.macros + + def checked_agg_time_dimension_for_measure( + self, measure_reference: MeasureReference + ) -> TimeDimensionReference: + measure: Optional[Measure] = None + for measure in self.measures: + if measure.reference == measure_reference: + measure = measure + + assert ( + measure is not None + ), f"No measure with name ({measure_reference.element_name}) in semantic_model with name ({self.name})" + + default_agg_time_dimension = ( + self.defaults.agg_time_dimension if self.defaults is not None else None + ) + + agg_time_dimension_name = measure.agg_time_dimension or default_agg_time_dimension + assert agg_time_dimension_name is not None, ( + f"Aggregation time dimension for measure {measure.name} on semantic model {self.name} is not set! " + "To fix this either specify a default `agg_time_dimension` for the semantic model or define an " + "`agg_time_dimension` on the measure directly." + ) + return TimeDimensionReference(element_name=agg_time_dimension_name) + + @property + def primary_entity_reference(self) -> Optional[EntityReference]: + return ( + EntityReference(element_name=self.primary_entity) + if self.primary_entity is not None + else None + ) # ==================================== @@ -1352,6 +1695,8 @@ class ParsedNodePatch(ParsedPatch): access: Optional[str] version: Optional[NodeVersion] latest_version: Optional[NodeVersion] + constraints: List[Dict[str, Any]] + deprecation_date: Optional[datetime] @dataclass @@ -1393,6 +1738,7 @@ class ParsedMacroPatch(ParsedPatch): ResultNode, Exposure, Metric, + SemanticModel, ] # All "nodes" (or node-like objects) in this file diff --git a/core/dbt/contracts/graph/semantic_manifest.py b/core/dbt/contracts/graph/semantic_manifest.py new file mode 100644 index 00000000000..8c599b1a7fa --- /dev/null +++ b/core/dbt/contracts/graph/semantic_manifest.py @@ -0,0 +1,95 @@ +from dbt_semantic_interfaces.implementations.metric import PydanticMetric +from dbt_semantic_interfaces.implementations.project_configuration import ( + PydanticProjectConfiguration, +) +from dbt_semantic_interfaces.implementations.semantic_manifest import PydanticSemanticManifest +from dbt_semantic_interfaces.implementations.semantic_model import PydanticSemanticModel +from dbt_semantic_interfaces.implementations.time_spine_table_configuration import ( + PydanticTimeSpineTableConfiguration, +) +from dbt_semantic_interfaces.type_enums import TimeGranularity +from dbt_semantic_interfaces.validations.semantic_manifest_validator import ( + SemanticManifestValidator, +) + +from dbt.clients.system import write_file +from dbt.events.base_types import EventLevel +from dbt.events.functions import fire_event +from dbt.events.types import SemanticValidationFailure +from dbt.exceptions import ParsingError + + +class SemanticManifest: + def __init__(self, manifest): + self.manifest = manifest + + def validate(self) -> bool: + + # TODO: Enforce this check. + # if self.manifest.metrics and not self.manifest.semantic_models: + # fire_event( + # SemanticValidationFailure( + # msg="Metrics require semantic models, but none were found." + # ), + # EventLevel.ERROR, + # ) + # return False + + if not self.manifest.metrics or not self.manifest.semantic_models: + return True + + semantic_manifest = self._get_pydantic_semantic_manifest() + validator = SemanticManifestValidator[PydanticSemanticManifest]() + validation_results = validator.validate_semantic_manifest(semantic_manifest) + + for warning in validation_results.warnings: + fire_event(SemanticValidationFailure(msg=warning.message)) + + for error in validation_results.errors: + fire_event(SemanticValidationFailure(msg=error.message), EventLevel.ERROR) + + return not validation_results.errors + + def write_json_to_file(self, file_path: str): + semantic_manifest = self._get_pydantic_semantic_manifest() + json = semantic_manifest.json() + write_file(file_path, json) + + def _get_pydantic_semantic_manifest(self) -> PydanticSemanticManifest: + project_config = PydanticProjectConfiguration( + time_spine_table_configurations=[], + ) + pydantic_semantic_manifest = PydanticSemanticManifest( + metrics=[], semantic_models=[], project_configuration=project_config + ) + + for semantic_model in self.manifest.semantic_models.values(): + pydantic_semantic_manifest.semantic_models.append( + PydanticSemanticModel.parse_obj(semantic_model.to_dict()) + ) + + for metric in self.manifest.metrics.values(): + pydantic_semantic_manifest.metrics.append(PydanticMetric.parse_obj(metric.to_dict())) + + # Look for time-spine table model and create time spine table configuration + if self.manifest.semantic_models: + # Get model for time_spine_table + time_spine_model_name = "metricflow_time_spine" + model = self.manifest.ref_lookup.find(time_spine_model_name, None, None, self.manifest) + if not model: + raise ParsingError( + "The semantic layer requires a 'metricflow_time_spine' model in the project, but none was found. " + "Guidance on creating this model can be found on our docs site (" + "https://docs.getdbt.com/docs/build/metricflow-time-spine) " + ) + # Create time_spine_table_config, set it in project_config, and add to semantic manifest + time_spine_table_config = PydanticTimeSpineTableConfiguration( + location=model.relation_name, + column_name="date_day", + grain=TimeGranularity.DAY, + ) + pydantic_semantic_manifest.project_configuration.time_spine_table_configurations = [ + time_spine_table_config + ] + + return pydantic_semantic_manifest diff --git a/core/dbt/contracts/graph/semantic_models.py b/core/dbt/contracts/graph/semantic_models.py new file mode 100644 index 00000000000..2bb75382c46 --- /dev/null +++ b/core/dbt/contracts/graph/semantic_models.py @@ -0,0 +1,147 @@ +from dataclasses import dataclass +from dbt.dataclass_schema import dbtClassMixin +from dbt_semantic_interfaces.references import ( + DimensionReference, + EntityReference, + MeasureReference, + TimeDimensionReference, +) +from dbt_semantic_interfaces.type_enums import ( + AggregationType, + DimensionType, + EntityType, + TimeGranularity, +) +from typing import List, Optional + + +@dataclass +class FileSlice(dbtClassMixin): + """Provides file slice level context about what something was created from. + + Implementation of the dbt-semantic-interfaces `FileSlice` protocol + """ + + filename: str + content: str + start_line_number: int + end_line_number: int + + +@dataclass +class SourceFileMetadata(dbtClassMixin): + """Provides file context about what something was created from. + + Implementation of the dbt-semantic-interfaces `Metadata` protocol + """ + + repo_file_path: str + file_slice: FileSlice + + +@dataclass +class Defaults(dbtClassMixin): + agg_time_dimension: Optional[str] = None + + +# ==================================== +# Dimension objects +# ==================================== + + +@dataclass +class DimensionValidityParams(dbtClassMixin): + is_start: bool = False + is_end: bool = False + + +@dataclass +class DimensionTypeParams(dbtClassMixin): + time_granularity: TimeGranularity + validity_params: Optional[DimensionValidityParams] = None + + +@dataclass +class Dimension(dbtClassMixin): + name: str + type: DimensionType + description: Optional[str] = None + is_partition: bool = False + type_params: Optional[DimensionTypeParams] = None + expr: Optional[str] = None + metadata: Optional[SourceFileMetadata] = None + + @property + def reference(self) -> DimensionReference: + return DimensionReference(element_name=self.name) + + @property + def time_dimension_reference(self) -> Optional[TimeDimensionReference]: + if self.type == DimensionType.TIME: + return TimeDimensionReference(element_name=self.name) + else: + return None + + @property + def validity_params(self) -> Optional[DimensionValidityParams]: + if self.type_params: + return self.type_params.validity_params + else: + return None + + +# ==================================== +# Entity objects +# ==================================== + + +@dataclass +class Entity(dbtClassMixin): + name: str + type: EntityType + description: Optional[str] = None + role: Optional[str] = None + expr: Optional[str] = None + + @property + def reference(self) -> EntityReference: + return EntityReference(element_name=self.name) + + @property + def is_linkable_entity_type(self) -> bool: + return self.type in (EntityType.PRIMARY, EntityType.UNIQUE, EntityType.NATURAL) + + +# ==================================== +# Measure objects +# ==================================== + + +@dataclass +class MeasureAggregationParameters(dbtClassMixin): + percentile: Optional[float] = None + use_discrete_percentile: bool = False + use_approximate_percentile: bool = False + + +@dataclass +class NonAdditiveDimension(dbtClassMixin): + name: str + window_choice: AggregationType + window_groupings: List[str] + + +@dataclass +class Measure(dbtClassMixin): + name: str + agg: AggregationType + description: Optional[str] = None + create_metric: bool = False + expr: Optional[str] = None + agg_params: Optional[MeasureAggregationParameters] = None + non_additive_dimension: Optional[NonAdditiveDimension] = None + agg_time_dimension: Optional[str] = None + + @property + def reference(self) -> MeasureReference: + return MeasureReference(element_name=self.name) diff --git a/core/dbt/contracts/graph/unparsed.py b/core/dbt/contracts/graph/unparsed.py index c305b5a4152..dbe0bed9812 100644 --- a/core/dbt/contracts/graph/unparsed.py +++ b/core/dbt/contracts/graph/unparsed.py @@ -1,13 +1,18 @@ +import datetime import re from dbt import deprecations from dbt.node_types import NodeType +from dbt.contracts.graph.semantic_models import ( + Defaults, + DimensionValidityParams, + MeasureAggregationParameters, +) from dbt.contracts.util import ( AdditionalPropertiesMixin, Mergeable, Replaceable, ) -from dbt.contracts.graph.manifest_upgrade import rename_metric_attr # trigger the PathEncoder import dbt.helper_types # noqa:F401 @@ -18,7 +23,7 @@ from dataclasses import dataclass, field from datetime import timedelta from pathlib import Path -from typing import Optional, List, Union, Dict, Any, Sequence +from typing import Optional, List, Union, Dict, Any, Sequence, Literal @dataclass @@ -44,31 +49,18 @@ def empty(self): @dataclass class UnparsedMacro(UnparsedBaseNode, HasCode): - resource_type: NodeType = field(metadata={"restrict": [NodeType.Macro]}) + resource_type: Literal[NodeType.Macro] @dataclass class UnparsedGenericTest(UnparsedBaseNode, HasCode): - resource_type: NodeType = field(metadata={"restrict": [NodeType.Macro]}) + resource_type: Literal[NodeType.Macro] @dataclass class UnparsedNode(UnparsedBaseNode, HasCode): name: str - resource_type: NodeType = field( - metadata={ - "restrict": [ - NodeType.Model, - NodeType.Analysis, - NodeType.Test, - NodeType.Snapshot, - NodeType.Operation, - NodeType.Seed, - NodeType.RPCCall, - NodeType.SqlOperation, - ] - } - ) + resource_type: NodeType @property def search_name(self): @@ -77,7 +69,7 @@ def search_name(self): @dataclass class UnparsedRunHook(UnparsedNode): - resource_type: NodeType = field(metadata={"restrict": [NodeType.Operation]}) + resource_type: Literal[NodeType.Operation] index: Optional[int] = None @@ -154,17 +146,13 @@ class UnparsedVersion(dbtClassMixin): columns: Sequence[Union[dbt.helper_types.IncludeExclude, UnparsedColumn]] = field( default_factory=list ) + deprecation_date: Optional[datetime.datetime] = None def __lt__(self, other): try: - v = type(other.v)(self.v) - return v < other.v + return float(self.v) < float(other.v) except ValueError: - try: - other_v = type(self.v)(other.v) - return self.v < other_v - except ValueError: - return str(self.v) < str(other.v) + return str(self.v) < str(other.v) @property def include_exclude(self) -> dbt.helper_types.IncludeExclude: @@ -192,6 +180,8 @@ def __post_init__(self): else: self._unparsed_columns.append(column) + self.deprecation_date = normalize_date(self.deprecation_date) + @dataclass class UnparsedAnalysisUpdate(HasConfig, HasColumnDocs, HasColumnProps, HasYamlMetadata): @@ -210,8 +200,9 @@ class UnparsedModelUpdate(UnparsedNodeUpdate): access: Optional[str] = None latest_version: Optional[NodeVersion] = None versions: Sequence[UnparsedVersion] = field(default_factory=list) + deprecation_date: Optional[datetime.datetime] = None - def __post_init__(self): + def __post_init__(self) -> None: if self.latest_version: version_values = [version.v for version in self.versions] if self.latest_version not in version_values: @@ -219,7 +210,7 @@ def __post_init__(self): f"latest_version: {self.latest_version} is not one of model '{self.name}' versions: {version_values} " ) - seen_versions: set[str] = set() + seen_versions = set() for version in self.versions: if str(version.v) in seen_versions: raise ParsingError( @@ -229,6 +220,8 @@ def __post_init__(self): self._version_map = {version.v: version for version in self.versions} + self.deprecation_date = normalize_date(self.deprecation_date) + def get_columns_for_version(self, version: NodeVersion) -> List[UnparsedColumn]: if version not in self._version_map: raise DbtInternalError( @@ -587,25 +580,47 @@ def __bool__(self): @dataclass -class UnparsedMetric(dbtClassMixin, Replaceable): +class UnparsedMetricInputMeasure(dbtClassMixin): + name: str + filter: Optional[str] = None + alias: Optional[str] = None + + +@dataclass +class UnparsedMetricInput(dbtClassMixin): + name: str + filter: Optional[str] = None + alias: Optional[str] = None + offset_window: Optional[str] = None + offset_to_grain: Optional[str] = None # str is really a TimeGranularity Enum + + +@dataclass +class UnparsedMetricTypeParams(dbtClassMixin): + measure: Optional[Union[UnparsedMetricInputMeasure, str]] = None + numerator: Optional[Union[UnparsedMetricInput, str]] = None + denominator: Optional[Union[UnparsedMetricInput, str]] = None + expr: Optional[Union[str, bool]] = None + window: Optional[str] = None + grain_to_date: Optional[str] = None # str is really a TimeGranularity Enum + metrics: Optional[List[Union[UnparsedMetricInput, str]]] = None + + +@dataclass +class UnparsedMetric(dbtClassMixin): name: str label: str - calculation_method: str - expression: str + type: str + type_params: UnparsedMetricTypeParams description: str = "" - timestamp: Optional[str] = None - time_grains: List[str] = field(default_factory=list) - dimensions: List[str] = field(default_factory=list) - window: Optional[MetricTime] = None - model: Optional[str] = None - filters: List[MetricFilter] = field(default_factory=list) + filter: Optional[str] = None + # metadata: Optional[Unparsedetadata] = None # TODO meta: Dict[str, Any] = field(default_factory=dict) tags: List[str] = field(default_factory=list) config: Dict[str, Any] = field(default_factory=dict) @classmethod def validate(cls, data): - data = rename_metric_attr(data, raise_deprecation_warning=True) super(UnparsedMetric, cls).validate(data) if "name" in data: errors = [] @@ -625,22 +640,6 @@ def validate(cls, data): f"The metric name '{data['name']}' is invalid. It {', '.join(e for e in errors)}" ) - if data.get("timestamp") is None and data.get("time_grains") is not None: - raise ValidationError( - f"The metric '{data['name']} has time_grains defined but is missing a timestamp dimension." - ) - - if data.get("timestamp") is None and data.get("window") is not None: - raise ValidationError( - f"The metric '{data['name']} has a window defined but is missing a timestamp dimension." - ) - - if data.get("model") is None and data.get("calculation_method") != "derived": - raise ValidationError("Non-derived metrics require a 'model' property") - - if data.get("model") is not None and data.get("calculation_method") == "derived": - raise ValidationError("Derived metrics cannot have a 'model' property") - @dataclass class UnparsedGroup(dbtClassMixin, Replaceable): @@ -652,3 +651,80 @@ def validate(cls, data): super(UnparsedGroup, cls).validate(data) if data["owner"].get("name") is None and data["owner"].get("email") is None: raise ValidationError("Group owner must have at least one of 'name' or 'email'.") + + +# +# semantic interfaces unparsed objects +# + + +@dataclass +class UnparsedEntity(dbtClassMixin): + name: str + type: str # EntityType enum + description: Optional[str] = None + role: Optional[str] = None + expr: Optional[str] = None + + +@dataclass +class UnparsedNonAdditiveDimension(dbtClassMixin): + name: str + window_choice: str # AggregationType enum + window_groupings: List[str] = field(default_factory=list) + + +@dataclass +class UnparsedMeasure(dbtClassMixin): + name: str + agg: str # actually an enum + description: Optional[str] = None + expr: Optional[Union[str, bool, int]] = None + agg_params: Optional[MeasureAggregationParameters] = None + non_additive_dimension: Optional[UnparsedNonAdditiveDimension] = None + agg_time_dimension: Optional[str] = None + create_metric: bool = False + + +@dataclass +class UnparsedDimensionTypeParams(dbtClassMixin): + time_granularity: str # TimeGranularity enum + validity_params: Optional[DimensionValidityParams] = None + + +@dataclass +class UnparsedDimension(dbtClassMixin): + name: str + type: str # actually an enum + description: Optional[str] = None + is_partition: bool = False + type_params: Optional[UnparsedDimensionTypeParams] = None + expr: Optional[str] = None + + +@dataclass +class UnparsedSemanticModel(dbtClassMixin): + name: str + model: str # looks like "ref(...)" + config: Dict[str, Any] = field(default_factory=dict) + description: Optional[str] = None + defaults: Optional[Defaults] = None + entities: List[UnparsedEntity] = field(default_factory=list) + measures: List[UnparsedMeasure] = field(default_factory=list) + dimensions: List[UnparsedDimension] = field(default_factory=list) + primary_entity: Optional[str] = None + + +def normalize_date(d: Optional[datetime.date]) -> Optional[datetime.datetime]: + """Convert date to datetime (at midnight), and add local time zone if naive""" + if d is None: + return None + + # convert date to datetime + dt = d if type(d) == datetime.datetime else datetime.datetime(d.year, d.month, d.day) + + if not dt.tzinfo: + # date is naive, re-interpret as system time zone + dt = dt.astimezone() + + return dt diff --git a/core/dbt/contracts/project.py b/core/dbt/contracts/project.py index 581932e5888..8b69e609d6d 100644 --- a/core/dbt/contracts/project.py +++ b/core/dbt/contracts/project.py @@ -4,13 +4,14 @@ from dbt.dataclass_schema import ( dbtClassMixin, ValidationError, - HyphenatedDbtClassMixin, ExtensibleDbtClassMixin, - register_pattern, + dbtMashConfig, ) from dataclasses import dataclass, field -from typing import Optional, List, Dict, Union, Any +from typing import Optional, List, Dict, Union, Any, ClassVar +from typing_extensions import Annotated from mashumaro.types import SerializableType +from mashumaro.jsonschema.annotations import Pattern DEFAULT_SEND_ANONYMOUS_USAGE_STATS = True @@ -25,12 +26,8 @@ def _deserialize(cls, value: str) -> "SemverString": return SemverString(value) -# this supports full semver, -# but also allows for 2 group version numbers, (allows '1.0'). -register_pattern( - SemverString, - r"^(0|[1-9]\d*)\.(0|[1-9]\d*)(\.(0|[1-9]\d*)(?:-((?:0|[1-9]\d*|\d*[a-zA-Z-][0-9a-zA-Z-]*)(?:\.(?:0|[1-9]\d*|\d*[a-zA-Z-][0-9a-zA-Z-]*))*))?(?:\+([0-9a-zA-Z-]+(?:\.[0-9a-zA-Z-]+)*))?)?$", # noqa -) +# This supports full semver, but also allows for 2 group version numbers, (allows '1.0'). +sem_ver_pattern = r"^(0|[1-9]\d*)\.(0|[1-9]\d*)(\.(0|[1-9]\d*)(?:-((?:0|[1-9]\d*|\d*[a-zA-Z-][0-9a-zA-Z-]*)(?:\.(?:0|[1-9]\d*|\d*[a-zA-Z-][0-9a-zA-Z-]*))*))?(?:\+([0-9a-zA-Z-]+(?:\.[0-9a-zA-Z-]+)*))?)?$" @dataclass @@ -42,7 +39,7 @@ class Quoting(dbtClassMixin, Mergeable): @dataclass -class Package(Replaceable, HyphenatedDbtClassMixin): +class Package(dbtClassMixin, Replaceable): pass @@ -65,7 +62,7 @@ class TarballPackage(Package): class GitPackage(Package): git: str revision: Optional[RawVersion] = None - warn_unpinned: Optional[bool] = None + warn_unpinned: Optional[bool] = field(default=None, metadata={"alias": "warn-unpinned"}) subdirectory: Optional[str] = None def get_revisions(self) -> List[str]: @@ -182,10 +179,13 @@ class RegistryPackageMetadata( @dataclass -class Project(HyphenatedDbtClassMixin, Replaceable): - name: Identifier +class Project(dbtClassMixin, Replaceable): + _hyphenated: ClassVar[bool] = True + # Annotated is used by mashumaro for jsonschema generation + name: Annotated[Identifier, Pattern(r"^[^\d\W]\w*$")] config_version: Optional[int] = 2 - version: Optional[Union[SemverString, float]] = None + # Annotated is used by mashumaro for jsonschema generation + version: Optional[Union[Annotated[SemverString, Pattern(sem_ver_pattern)], float]] = None project_root: Optional[str] = None source_paths: Optional[List[str]] = None model_paths: Optional[List[str]] = None @@ -214,6 +214,7 @@ class Project(HyphenatedDbtClassMixin, Replaceable): sources: Dict[str, Any] = field(default_factory=dict) tests: Dict[str, Any] = field(default_factory=dict) metrics: Dict[str, Any] = field(default_factory=dict) + semantic_models: Dict[str, Any] = field(default_factory=dict) exposures: Dict[str, Any] = field(default_factory=dict) vars: Optional[Dict[str, Any]] = field( default=None, @@ -223,6 +224,36 @@ class Project(HyphenatedDbtClassMixin, Replaceable): ) packages: List[PackageSpec] = field(default_factory=list) query_comment: Optional[Union[QueryComment, NoValue, str]] = field(default_factory=NoValue) + restrict_access: bool = False + dbt_cloud: Optional[Dict[str, Any]] = None + + class Config(dbtMashConfig): + # These tell mashumaro to use aliases for jsonschema and for "from_dict" + aliases = { + "config_version": "config-version", + "project_root": "project-root", + "source_paths": "source-paths", + "model_paths": "model-paths", + "macro_paths": "macro-paths", + "data_paths": "data-paths", + "seed_paths": "seed-paths", + "test_paths": "test-paths", + "analysis_paths": "analysis-paths", + "docs_paths": "docs-paths", + "asset_paths": "asset-paths", + "target_path": "target-path", + "snapshot_paths": "snapshot-paths", + "clean_targets": "clean-targets", + "log_path": "log-path", + "packages_install_path": "packages-install-path", + "on_run_start": "on-run-start", + "on_run_end": "on-run-end", + "require_dbt_version": "require-dbt-version", + "query_comment": "query-comment", + "restrict_access": "restrict-access", + "semantic_models": "semantic-models", + "dbt_cloud": "dbt-cloud", + } @classmethod def validate(cls, data): @@ -239,6 +270,10 @@ def validate(cls, data): or not isinstance(entry["search_order"], list) ): raise ValidationError(f"Invalid project dispatch config: {entry}") + if "dbt_cloud" in data and not isinstance(data["dbt_cloud"], dict): + raise ValidationError( + f"Invalid dbt_cloud config. Expected a 'dict' but got '{type(data['dbt_cloud'])}'" + ) @dataclass @@ -266,10 +301,10 @@ class UserConfig(ExtensibleDbtClassMixin, Replaceable, UserConfigContract): @dataclass -class ProfileConfig(HyphenatedDbtClassMixin, Replaceable): - profile_name: str = field(metadata={"preserve_underscore": True}) - target_name: str = field(metadata={"preserve_underscore": True}) - user_config: UserConfig = field(metadata={"preserve_underscore": True}) +class ProfileConfig(dbtClassMixin, Replaceable): + profile_name: str + target_name: str + user_config: UserConfig threads: int # TODO: make this a dynamic union of some kind? credentials: Optional[Dict[str, Any]] diff --git a/core/dbt/contracts/relation.py b/core/dbt/contracts/relation.py index e557c358966..2cf811f9f6c 100644 --- a/core/dbt/contracts/relation.py +++ b/core/dbt/contracts/relation.py @@ -17,7 +17,7 @@ class RelationType(StrEnum): Table = "table" View = "view" CTE = "cte" - MaterializedView = "materializedview" + MaterializedView = "materialized_view" External = "external" diff --git a/core/dbt/contracts/results.py b/core/dbt/contracts/results.py index 7c4b553ed8b..4d8a945a674 100644 --- a/core/dbt/contracts/results.py +++ b/core/dbt/contracts/results.py @@ -1,5 +1,7 @@ +import threading + from dbt.contracts.graph.unparsed import FreshnessThreshold -from dbt.contracts.graph.nodes import SourceDefinition, ResultNode +from dbt.contracts.graph.nodes import CompiledNode, SourceDefinition, ResultNode from dbt.contracts.util import ( BaseArtifactMetadata, ArtifactMixin, @@ -21,13 +23,14 @@ from dataclasses import dataclass, field from datetime import datetime from typing import ( - Union, + Any, + Callable, Dict, List, - Optional, - Any, NamedTuple, + Optional, Sequence, + Union, ) from dbt.clients.system import write_json @@ -56,15 +59,16 @@ def to_msg_dict(self): # This is a context manager class collect_timing_info: - def __init__(self, name: str): + def __init__(self, name: str, callback: Callable[[TimingInfo], None]): self.timing_info = TimingInfo(name=name) + self.callback = callback def __enter__(self): self.timing_info.begin() - return self.timing_info def __exit__(self, exc_type, exc_value, traceback): self.timing_info.end() + self.callback(self.timing_info) # Note: when legacy logger is removed, we can remove the following line with TimingProcessor(self.timing_info): fire_event( @@ -159,6 +163,20 @@ class RunResult(NodeResult): def skipped(self): return self.status == RunStatus.Skipped + @classmethod + def from_node(cls, node: ResultNode, status: RunStatus, message: Optional[str]): + thread_id = threading.current_thread().name + return RunResult( + status=status, + thread_id=thread_id, + execution_time=0, + timing=[], + message=message, + node=node, + adapter_response={}, + failures=None, + ) + @dataclass class ExecutionResult(dbtClassMixin): @@ -185,9 +203,15 @@ class RunResultsMetadata(BaseArtifactMetadata): @dataclass class RunResultOutput(BaseResult): unique_id: str + compiled: Optional[bool] + compiled_code: Optional[str] + relation_name: Optional[str] def process_run_result(result: RunResult) -> RunResultOutput: + + compiled = isinstance(result.node, CompiledNode) + return RunResultOutput( unique_id=result.node.unique_id, status=result.status, @@ -197,6 +221,9 @@ def process_run_result(result: RunResult) -> RunResultOutput: message=result.message, adapter_response=result.adapter_response, failures=result.failures, + compiled=result.node.compiled if compiled else None, # type:ignore + compiled_code=result.node.compiled_code if compiled else None, # type:ignore + relation_name=result.node.relation_name if compiled else None, # type:ignore ) @@ -219,7 +246,7 @@ def write(self, path: str): @dataclass -@schema_version("run-results", 4) +@schema_version("run-results", 5) class RunResultsArtifact(ExecutionResult, ArtifactMixin): results: Sequence[RunResultOutput] args: Dict[str, Any] = field(default_factory=dict) @@ -245,40 +272,6 @@ def write(self, path: str): write_json(path, self.to_dict(omit_none=False)) -@dataclass -class RunOperationResult(ExecutionResult): - success: bool - - -@dataclass -class RunOperationResultMetadata(BaseArtifactMetadata): - dbt_schema_version: str = field( - default_factory=lambda: str(RunOperationResultsArtifact.dbt_schema_version) - ) - - -@dataclass -@schema_version("run-operation-result", 1) -class RunOperationResultsArtifact(RunOperationResult, ArtifactMixin): - @classmethod - def from_success( - cls, - success: bool, - elapsed_time: float, - generated_at: datetime, - ): - meta = RunOperationResultMetadata( - dbt_schema_version=str(cls.dbt_schema_version), - generated_at=generated_at, - ) - return cls( - metadata=meta, - results=[], - elapsed_time=elapsed_time, - success=success, - ) - - # due to issues with typing.Union collapsing subclasses, this can't subclass # PartialResult @@ -391,6 +384,9 @@ def from_node_results( meta = FreshnessMetadata(generated_at=generated_at) return cls(metadata=meta, results=results, elapsed_time=elapsed_time) + def write(self, path): + FreshnessExecutionResultArtifact.from_result(self).write(path) + @dataclass @schema_version("sources", 3) diff --git a/core/dbt/contracts/state.py b/core/dbt/contracts/state.py index cb135e241ac..bd9f389b602 100644 --- a/core/dbt/contracts/state.py +++ b/core/dbt/contracts/state.py @@ -7,15 +7,17 @@ class PreviousState: - def __init__(self, path: Path, current_path: Path): - self.path: Path = path - self.current_path: Path = current_path + def __init__(self, state_path: Path, target_path: Path, project_root: Path): + self.state_path: Path = state_path + self.target_path: Path = target_path + self.project_root: Path = project_root self.manifest: Optional[WritableManifest] = None self.results: Optional[RunResultsArtifact] = None self.sources: Optional[FreshnessExecutionResultArtifact] = None self.sources_current: Optional[FreshnessExecutionResultArtifact] = None - manifest_path = self.path / "manifest.json" + # Note: if state_path is absolute, project_root will be ignored. + manifest_path = self.project_root / self.state_path / "manifest.json" if manifest_path.exists() and manifest_path.is_file(): try: self.manifest = WritableManifest.read_and_check_versions(str(manifest_path)) @@ -23,7 +25,7 @@ def __init__(self, path: Path, current_path: Path): exc.add_filename(str(manifest_path)) raise - results_path = self.path / "run_results.json" + results_path = self.project_root / self.state_path / "run_results.json" if results_path.exists() and results_path.is_file(): try: self.results = RunResultsArtifact.read_and_check_versions(str(results_path)) @@ -31,7 +33,7 @@ def __init__(self, path: Path, current_path: Path): exc.add_filename(str(results_path)) raise - sources_path = self.path / "sources.json" + sources_path = self.project_root / self.state_path / "sources.json" if sources_path.exists() and sources_path.is_file(): try: self.sources = FreshnessExecutionResultArtifact.read_and_check_versions( @@ -41,7 +43,7 @@ def __init__(self, path: Path, current_path: Path): exc.add_filename(str(sources_path)) raise - sources_current_path = self.current_path / "sources.json" + sources_current_path = self.project_root / self.target_path / "sources.json" if sources_current_path.exists() and sources_current_path.is_file(): try: self.sources_current = FreshnessExecutionResultArtifact.read_and_check_versions( diff --git a/core/dbt/contracts/util.py b/core/dbt/contracts/util.py index 20ee3fd660c..e632203c0b1 100644 --- a/core/dbt/contracts/util.py +++ b/core/dbt/contracts/util.py @@ -16,8 +16,9 @@ from dbt.dataclass_schema import ( ValidatedStringMixin, ValidationError, - register_pattern, ) +from mashumaro.jsonschema import build_json_schema +import functools SourceKey = Tuple[str, str] @@ -90,7 +91,9 @@ def __pre_deserialize__(cls, data): cls_keys = cls._get_field_names() new_dict = {} for key, value in data.items(): - if key not in cls_keys and key != "_extra": + # The pre-hook/post-hook mess hasn't been converted yet... That happens in + # the super().__pre_deserialize__ below... + if key not in cls_keys and key not in ["_extra", "pre-hook", "post-hook"]: if "_extra" not in new_dict: new_dict["_extra"] = {} new_dict["_extra"][key] = value @@ -192,11 +195,12 @@ class VersionedSchema(dbtClassMixin): dbt_schema_version: ClassVar[SchemaVersion] @classmethod - def json_schema(cls, embeddable: bool = False) -> Dict[str, Any]: - result = super().json_schema(embeddable=embeddable) - if not embeddable: - result["$id"] = str(cls.dbt_schema_version) - return result + @functools.lru_cache + def json_schema(cls) -> Dict[str, Any]: + json_schema_obj = build_json_schema(cls, all_refs=True) + json_schema = json_schema_obj.to_dict() + json_schema["$id"] = str(cls.dbt_schema_version) + return json_schema @classmethod def is_compatible_version(cls, schema_version): @@ -258,6 +262,13 @@ def validate(cls, data): class Identifier(ValidatedStringMixin): + """Our definition of a valid Identifier is the same as what's valid for an unquoted database table name. + + That is: + 1. It can contain a-z, A-Z, 0-9, and _ + 1. It cannot start with a number + """ + ValidationRegex = r"^[^\d\W]\w*$" @classmethod @@ -271,6 +282,3 @@ def is_valid(cls, value: Any) -> bool: return False return True - - -register_pattern(Identifier, r"^[^\d\W]\w*$") diff --git a/core/dbt/dataclass_schema.py b/core/dbt/dataclass_schema.py index 82a60ecdf64..d718604b5bf 100644 --- a/core/dbt/dataclass_schema.py +++ b/core/dbt/dataclass_schema.py @@ -1,97 +1,123 @@ -from typing import ( - Type, - ClassVar, - cast, -) +from typing import ClassVar, cast, get_type_hints, List, Tuple, Dict, Any, Optional import re -from dataclasses import fields +import jsonschema +from dataclasses import fields, Field from enum import Enum from datetime import datetime from dateutil.parser import parse -from hologram import JsonSchemaMixin, FieldEncoder, ValidationError - # type: ignore from mashumaro import DataClassDictMixin from mashumaro.config import TO_DICT_ADD_OMIT_NONE_FLAG, BaseConfig as MashBaseConfig from mashumaro.types import SerializableType, SerializationStrategy +from mashumaro.jsonschema import build_json_schema + +import functools + + +class ValidationError(jsonschema.ValidationError): + pass class DateTimeSerialization(SerializationStrategy): - def serialize(self, value): + def serialize(self, value) -> str: out = value.isoformat() # Assume UTC if timezone is missing if value.tzinfo is None: out += "Z" return out - def deserialize(self, value): + def deserialize(self, value) -> datetime: return value if isinstance(value, datetime) else parse(cast(str, value)) -# This class pulls in both JsonSchemaMixin from Hologram and -# DataClassDictMixin from our fork of Mashumaro. The 'to_dict' -# and 'from_dict' methods come from Mashumaro. Building -# jsonschemas for every class and the 'validate' method -# come from Hologram. -class dbtClassMixin(DataClassDictMixin, JsonSchemaMixin): +class dbtMashConfig(MashBaseConfig): + code_generation_options = [ + TO_DICT_ADD_OMIT_NONE_FLAG, + ] + serialization_strategy = { + datetime: DateTimeSerialization(), + } + json_schema = { + "additionalProperties": False, + } + serialize_by_alias = True + + +# This class pulls in DataClassDictMixin from Mashumaro. The 'to_dict' +# and 'from_dict' methods come from Mashumaro. +class dbtClassMixin(DataClassDictMixin): """The Mixin adds methods to generate a JSON schema and convert to and from JSON encodable dicts with validation against the schema """ - class Config(MashBaseConfig): - code_generation_options = [ - TO_DICT_ADD_OMIT_NONE_FLAG, - ] - serialization_strategy = { - datetime: DateTimeSerialization(), - } + _mapped_fields: ClassVar[Optional[Dict[Any, List[Tuple[Field, str]]]]] = None + + # Config class used by Mashumaro + class Config(dbtMashConfig): + pass - _hyphenated: ClassVar[bool] = False ADDITIONAL_PROPERTIES: ClassVar[bool] = False - # This is called by the mashumaro to_dict in order to handle - # nested classes. - # Munges the dict that's returned. - def __post_serialize__(self, dct): - if self._hyphenated: - new_dict = {} - for key in dct: - if "_" in key: - new_key = key.replace("_", "-") - new_dict[new_key] = dct[key] - else: - new_dict[key] = dct[key] - dct = new_dict - - return dct - - # This is called by the mashumaro _from_dict method, before - # performing the conversion to a dict + # This is called by the mashumaro from_dict in order to handle + # nested classes. We no longer do any munging here, but leaving here + # so that subclasses can leave super() in place for possible future needs. @classmethod def __pre_deserialize__(cls, data): - # `data` might not be a dict, e.g. for `query_comment`, which accepts - # a dict or a string; only snake-case for dict values. - if cls._hyphenated and isinstance(data, dict): - new_dict = {} - for key in data: - if "-" in key: - new_key = key.replace("-", "_") - new_dict[new_key] = data[key] - else: - new_dict[key] = data[key] - data = new_dict return data - # This is used in the hologram._encode_field method, which calls - # a 'to_dict' method which does not have the same parameters in - # hologram and in mashumaro. - def _local_to_dict(self, **kwargs): - args = {} - if "omit_none" in kwargs: - args["omit_none"] = kwargs["omit_none"] - return self.to_dict(**args) + # This is called by the mashumaro to_dict in order to handle + # nested classes. We no longer do any munging here, but leaving here + # so that subclasses can leave super() in place for possible future needs. + def __post_serialize__(self, data): + return data + + @classmethod + @functools.lru_cache + def json_schema(cls): + json_schema_obj = build_json_schema(cls) + json_schema = json_schema_obj.to_dict() + return json_schema + + @classmethod + def validate(cls, data): + json_schema = cls.json_schema() + validator = jsonschema.Draft7Validator(json_schema) + error = next(iter(validator.iter_errors(data)), None) + if error is not None: + raise ValidationError.create_from(error) from error + + # This method was copied from hologram. Used in model_config.py and relation.py + @classmethod + def _get_fields(cls) -> List[Tuple[Field, str]]: + if cls._mapped_fields is None: + cls._mapped_fields = {} + if cls.__name__ not in cls._mapped_fields: + mapped_fields = [] + type_hints = get_type_hints(cls) + + for f in fields(cls): # type: ignore + # Skip internal fields + if f.name.startswith("_"): + continue + + # Note fields() doesn't resolve forward refs + f.type = type_hints[f.name] + + # hologram used the "field_mapping" here, but we use the + # the field's metadata "alias". Since this method is mainly + # just used in merging config dicts, it mostly applies to + # pre-hook and post-hook. + field_name = f.metadata.get("alias", f.name) + mapped_fields.append((f, field_name)) + cls._mapped_fields[cls.__name__] = mapped_fields + return cls._mapped_fields[cls.__name__] + + # copied from hologram. Used in tests + @classmethod + def _get_field_names(cls): + return [element[1] for element in cls._get_fields()] class ValidatedStringMixin(str, SerializableType): @@ -130,38 +156,10 @@ def _deserialize(cls, value: str): return cls(value) -class HyphenatedDbtClassMixin(dbtClassMixin): - # used by from_dict/to_dict - _hyphenated: ClassVar[bool] = True - - # used by jsonschema validation, _get_fields - @classmethod - def field_mapping(cls): - result = {} - for field in fields(cls): - skip = field.metadata.get("preserve_underscore") - if skip: - continue - - if "_" in field.name: - result[field.name] = field.name.replace("_", "-") - return result - - class ExtensibleDbtClassMixin(dbtClassMixin): ADDITIONAL_PROPERTIES = True - -# This is used by Hologram in jsonschema validation -def register_pattern(base_type: Type, pattern: str) -> None: - """base_type should be a typing.NewType that should always have the given - regex pattern. That means that its underlying type ('__supertype__') had - better be a str! - """ - - class PatternEncoder(FieldEncoder): - @property - def json_schema(self): - return {"type": "string", "pattern": pattern} - - dbtClassMixin.register_field_encoders({base_type: PatternEncoder()}) + class Config(dbtMashConfig): + json_schema = { + "additionalProperties": True, + } diff --git a/core/dbt/deprecations.py b/core/dbt/deprecations.py index 3f91866bceb..d69b166043d 100644 --- a/core/dbt/deprecations.py +++ b/core/dbt/deprecations.py @@ -91,6 +91,11 @@ class ConfigTargetPathDeprecation(DBTDeprecation): _event = "ConfigTargetPathDeprecation" +class CollectFreshnessReturnSignature(DBTDeprecation): + _name = "collect-freshness-return-signature" + _event = "CollectFreshnessReturnSignature" + + def renamed_env_var(old_name: str, new_name: str): class EnvironmentVariableRenamed(DBTDeprecation): _name = f"environment-variable-renamed:{old_name}" @@ -128,6 +133,7 @@ def warn(name, *args, **kwargs): ExposureNameDeprecation(), ConfigLogPathDeprecation(), ConfigTargetPathDeprecation(), + CollectFreshnessReturnSignature(), ] deprecations: Dict[str, DBTDeprecation] = {d.name: d for d in deprecations_list} diff --git a/core/dbt/deps/local.py b/core/dbt/deps/local.py index 93e2a3cc323..18c9af01de3 100644 --- a/core/dbt/deps/local.py +++ b/core/dbt/deps/local.py @@ -51,19 +51,15 @@ def install(self, project, renderer): src_path = self.resolve_path(project) dest_path = self.get_installation_path(project, renderer) - can_create_symlink = system.supports_symlinks() - if system.path_exists(dest_path): if not system.path_is_symlink(dest_path): system.rmdir(dest_path) else: system.remove_file(dest_path) - - if can_create_symlink: + try: fire_event(DepsCreatingLocalSymlink()) system.make_symlink(src_path, dest_path) - - else: + except OSError: fire_event(DepsSymlinkNotAvailable()) shutil.copytree(src_path, dest_path) diff --git a/core/dbt/events/base_types.py b/core/dbt/events/base_types.py index 94083c6dcb7..711a0bfad72 100644 --- a/core/dbt/events/base_types.py +++ b/core/dbt/events/base_types.py @@ -6,6 +6,7 @@ from google.protobuf.json_format import ParseDict, MessageToDict, MessageToJson from google.protobuf.message import Message from dbt.events.helpers import get_json_string_utcnow +from typing import Optional if sys.version_info >= (3, 8): from typing import Protocol @@ -126,7 +127,7 @@ class EventMsg(Protocol): data: Message -def msg_from_base_event(event: BaseEvent, level: EventLevel = None): +def msg_from_base_event(event: BaseEvent, level: Optional[EventLevel] = None): msg_class_name = f"{type(event).__name__}Msg" msg_cls = getattr(types_pb2, msg_class_name) diff --git a/core/dbt/events/contextvars.py b/core/dbt/events/contextvars.py index 8688a992ee4..5bdb78fe4e2 100644 --- a/core/dbt/events/contextvars.py +++ b/core/dbt/events/contextvars.py @@ -5,48 +5,65 @@ LOG_PREFIX = "log_" -LOG_PREFIX_LEN = len(LOG_PREFIX) +TASK_PREFIX = "task_" -_log_context_vars: Dict[str, contextvars.ContextVar] = {} +_context_vars: Dict[str, contextvars.ContextVar] = {} -def get_contextvars() -> Dict[str, Any]: +def get_contextvars(prefix: str) -> Dict[str, Any]: rv = {} ctx = contextvars.copy_context() + prefix_len = len(prefix) for k in ctx: - if k.name.startswith(LOG_PREFIX) and ctx[k] is not Ellipsis: - rv[k.name[LOG_PREFIX_LEN:]] = ctx[k] + if k.name.startswith(prefix) and ctx[k] is not Ellipsis: + rv[k.name[prefix_len:]] = ctx[k] return rv def get_node_info(): - cvars = get_contextvars() + cvars = get_contextvars(LOG_PREFIX) if "node_info" in cvars: return cvars["node_info"] else: return {} -def clear_contextvars() -> None: +def get_project_root(): + cvars = get_contextvars(TASK_PREFIX) + if "project_root" in cvars: + return cvars["project_root"] + else: + return None + + +def clear_contextvars(prefix: str) -> None: ctx = contextvars.copy_context() for k in ctx: - if k.name.startswith(LOG_PREFIX): + if k.name.startswith(prefix): k.set(Ellipsis) +def set_log_contextvars(**kwargs: Any) -> Mapping[str, contextvars.Token]: + return set_contextvars(LOG_PREFIX, **kwargs) + + +def set_task_contextvars(**kwargs: Any) -> Mapping[str, contextvars.Token]: + return set_contextvars(TASK_PREFIX, **kwargs) + + # put keys and values into context. Returns the contextvar.Token mapping # Save and pass to reset_contextvars -def set_contextvars(**kwargs: Any) -> Mapping[str, contextvars.Token]: +def set_contextvars(prefix: str, **kwargs: Any) -> Mapping[str, contextvars.Token]: cvar_tokens = {} for k, v in kwargs.items(): - log_key = f"{LOG_PREFIX}{k}" + log_key = f"{prefix}{k}" try: - var = _log_context_vars[log_key] + var = _context_vars[log_key] except KeyError: var = contextvars.ContextVar(log_key, default=Ellipsis) - _log_context_vars[log_key] = var + _context_vars[log_key] = var cvar_tokens[k] = var.set(v) @@ -54,30 +71,44 @@ def set_contextvars(**kwargs: Any) -> Mapping[str, contextvars.Token]: # reset by Tokens -def reset_contextvars(**kwargs: contextvars.Token) -> None: +def reset_contextvars(prefix: str, **kwargs: contextvars.Token) -> None: for k, v in kwargs.items(): - log_key = f"{LOG_PREFIX}{k}" - var = _log_context_vars[log_key] + log_key = f"{prefix}{k}" + var = _context_vars[log_key] var.reset(v) # remove from contextvars -def unset_contextvars(*keys: str) -> None: +def unset_contextvars(prefix: str, *keys: str) -> None: for k in keys: - if k in _log_context_vars: - log_key = f"{LOG_PREFIX}{k}" - _log_context_vars[log_key].set(Ellipsis) + if k in _context_vars: + log_key = f"{prefix}{k}" + _context_vars[log_key].set(Ellipsis) # Context manager or decorator to set and unset the context vars @contextlib.contextmanager def log_contextvars(**kwargs: Any) -> Generator[None, None, None]: - context = get_contextvars() + context = get_contextvars(LOG_PREFIX) + saved = {k: context[k] for k in context.keys() & kwargs.keys()} + + set_contextvars(LOG_PREFIX, **kwargs) + try: + yield + finally: + unset_contextvars(LOG_PREFIX, *kwargs.keys()) + set_contextvars(LOG_PREFIX, **saved) + + +# Context manager for earlier in task.run +@contextlib.contextmanager +def task_contextvars(**kwargs: Any) -> Generator[None, None, None]: + context = get_contextvars(TASK_PREFIX) saved = {k: context[k] for k in context.keys() & kwargs.keys()} - set_contextvars(**kwargs) + set_contextvars(TASK_PREFIX, **kwargs) try: yield finally: - unset_contextvars(*kwargs.keys()) - set_contextvars(**saved) + unset_contextvars(TASK_PREFIX, *kwargs.keys()) + set_contextvars(TASK_PREFIX, **saved) diff --git a/core/dbt/events/eventmgr.py b/core/dbt/events/eventmgr.py index 03d490d5ab8..b715879563f 100644 --- a/core/dbt/events/eventmgr.py +++ b/core/dbt/events/eventmgr.py @@ -8,12 +8,12 @@ from logging.handlers import RotatingFileHandler import threading import traceback -from typing import Any, Callable, List, Optional, TextIO +from typing import Any, Callable, List, Optional, TextIO, Protocol from uuid import uuid4 from dbt.events.format import timestamp_to_datetime_string from dbt.events.base_types import BaseEvent, EventLevel, msg_from_base_event, EventMsg - +import dbt.utils # A Filter is a function which takes a BaseEvent and returns True if the event # should be logged, False otherwise. @@ -80,6 +80,7 @@ class LoggerConfig: use_colors: bool = False output_stream: Optional[TextIO] = None output_file_name: Optional[str] = None + output_file_max_bytes: Optional[int] = 10 * 1024 * 1024 # 10 mb logger: Optional[Any] = None @@ -100,7 +101,7 @@ def __init__(self, event_manager: "EventManager", config: LoggerConfig) -> None: file_handler = RotatingFileHandler( filename=str(config.output_file_name), encoding="utf8", - maxBytes=10 * 1024 * 1024, # 10 mb + maxBytes=config.output_file_max_bytes, # type: ignore backupCount=5, ) self._python_logger = self._get_python_log_for_handler(file_handler) @@ -110,6 +111,7 @@ def _get_python_log_for_handler(self, handler: logging.Handler): log.setLevel(_log_level_map[self.level]) handler.setFormatter(logging.Formatter(fmt="%(message)s")) log.handlers.clear() + log.propagate = False log.addHandler(handler) return log @@ -174,7 +176,7 @@ def create_line(self, msg: EventMsg) -> str: from dbt.events.functions import msg_to_dict msg_dict = msg_to_dict(msg) - raw_log_line = json.dumps(msg_dict, sort_keys=True) + raw_log_line = json.dumps(msg_dict, sort_keys=True, cls=dbt.utils.ForgivingJSONEncoder) line = self.scrubber(raw_log_line) # type: ignore return line @@ -185,7 +187,7 @@ def __init__(self) -> None: self.callbacks: List[Callable[[EventMsg], None]] = [] self.invocation_id: str = str(uuid4()) - def fire_event(self, e: BaseEvent, level: EventLevel = None) -> None: + def fire_event(self, e: BaseEvent, level: Optional[EventLevel] = None) -> None: msg = msg_from_base_event(e, level=level) if os.environ.get("DBT_TEST_BINARY_SERIALIZATION"): @@ -204,7 +206,7 @@ def fire_event(self, e: BaseEvent, level: EventLevel = None) -> None: for callback in self.callbacks: callback(msg) - def add_logger(self, config: LoggerConfig): + def add_logger(self, config: LoggerConfig) -> None: logger = ( _JsonLogger(self, config) if config.line_format == LineFormat.Json @@ -216,3 +218,25 @@ def add_logger(self, config: LoggerConfig): def flush(self): for logger in self.loggers: logger.flush() + + +class IEventManager(Protocol): + callbacks: List[Callable[[EventMsg], None]] + invocation_id: str + + def fire_event(self, e: BaseEvent, level: Optional[EventLevel] = None) -> None: + ... + + def add_logger(self, config: LoggerConfig) -> None: + ... + + +class TestEventManager(IEventManager): + def __init__(self): + self.event_history = [] + + def fire_event(self, e: BaseEvent, level: Optional[EventLevel] = None) -> None: + self.event_history.append((e, level)) + + def add_logger(self, config: LoggerConfig) -> None: + raise NotImplementedError() diff --git a/core/dbt/events/functions.py b/core/dbt/events/functions.py index 17f59acb951..c0d895ab80c 100644 --- a/core/dbt/events/functions.py +++ b/core/dbt/events/functions.py @@ -1,8 +1,8 @@ from dbt.constants import METADATA_ENV_PREFIX from dbt.events.base_types import BaseEvent, EventLevel, EventMsg -from dbt.events.eventmgr import EventManager, LoggerConfig, LineFormat, NoFilter +from dbt.events.eventmgr import EventManager, LoggerConfig, LineFormat, NoFilter, IEventManager from dbt.events.helpers import env_secrets, scrub_secrets -from dbt.events.types import Formatting, Note +from dbt.events.types import Note from dbt.flags import get_flags, ENABLE_LEGACY_LOGGER from dbt.logger import GLOBAL_LOGGER, make_log_dir_if_missing from functools import partial @@ -13,6 +13,7 @@ import uuid from google.protobuf.json_format import MessageToDict +import dbt.utils LOG_VERSION = 3 metadata_vars: Optional[Dict[str, str]] = None @@ -39,14 +40,18 @@ def setup_event_logger(flags, callbacks: List[Callable[[EventMsg], None]] = []) else: if flags.LOG_LEVEL != "none": line_format = _line_format_from_str(flags.LOG_FORMAT, LineFormat.PlainText) - log_level = EventLevel.DEBUG if flags.DEBUG else EventLevel(flags.LOG_LEVEL) + log_level = ( + EventLevel.ERROR + if flags.QUIET + else EventLevel.DEBUG + if flags.DEBUG + else EventLevel(flags.LOG_LEVEL) + ) console_config = _get_stdout_config( line_format, - flags.DEBUG, flags.USE_COLORS, log_level, flags.LOG_CACHE_EVENTS, - flags.QUIET, ) EVENT_MANAGER.add_logger(console_config) @@ -63,7 +68,11 @@ def setup_event_logger(flags, callbacks: List[Callable[[EventMsg], None]] = []) log_level_file = EventLevel.DEBUG if flags.DEBUG else EventLevel(flags.LOG_LEVEL_FILE) EVENT_MANAGER.add_logger( _get_logfile_config( - log_file, flags.USE_COLORS_FILE, log_file_format, log_level_file + log_file, + flags.USE_COLORS_FILE, + log_file_format, + log_level_file, + flags.LOG_FILE_MAX_BYTES, ) ) @@ -81,11 +90,9 @@ def _line_format_from_str(format_str: str, default: LineFormat) -> LineFormat: def _get_stdout_config( line_format: LineFormat, - debug: bool, use_colors: bool, level: EventLevel, log_cache_events: bool, - quiet: bool, ) -> LoggerConfig: return LoggerConfig( @@ -97,8 +104,6 @@ def _get_stdout_config( filter=partial( _stdout_filter, log_cache_events, - debug, - quiet, line_format, ), output_stream=sys.stdout, @@ -107,21 +112,18 @@ def _get_stdout_config( def _stdout_filter( log_cache_events: bool, - debug_mode: bool, - quiet_mode: bool, line_format: LineFormat, msg: EventMsg, ) -> bool: - return ( - (msg.info.name not in ["CacheAction", "CacheDumpGraph"] or log_cache_events) - and (EventLevel(msg.info.level) != EventLevel.DEBUG or debug_mode) - and (EventLevel(msg.info.level) == EventLevel.ERROR or not quiet_mode) - and not (line_format == LineFormat.Json and type(msg.data) == Formatting) - ) + return msg.info.name not in ["CacheAction", "CacheDumpGraph"] or log_cache_events def _get_logfile_config( - log_path: str, use_colors: bool, line_format: LineFormat, level: EventLevel + log_path: str, + use_colors: bool, + line_format: LineFormat, + level: EventLevel, + log_file_max_bytes: int, ) -> LoggerConfig: return LoggerConfig( name="file_log", @@ -131,14 +133,13 @@ def _get_logfile_config( scrubber=env_scrubber, filter=partial(_logfile_filter, bool(get_flags().LOG_CACHE_EVENTS), line_format), output_file_name=log_path, + output_file_max_bytes=log_file_max_bytes, ) def _logfile_filter(log_cache_events: bool, line_format: LineFormat, msg: EventMsg) -> bool: - return ( - msg.info.code not in nofile_codes - and not (msg.info.name in ["CacheAction", "CacheDumpGraph"] and not log_cache_events) - and not (line_format == LineFormat.Json and type(msg.data) == Formatting) + return msg.info.code not in nofile_codes and not ( + msg.info.name in ["CacheAction", "CacheDumpGraph"] and not log_cache_events ) @@ -147,11 +148,9 @@ def _get_logbook_log_config( ) -> LoggerConfig: config = _get_stdout_config( LineFormat.PlainText, - debug, use_colors, - EventLevel.DEBUG if debug else EventLevel.INFO, + EventLevel.ERROR if quiet else EventLevel.DEBUG if debug else EventLevel.INFO, log_cache_events, - quiet, ) config.name = "logbook_log" config.filter = ( @@ -179,11 +178,11 @@ def cleanup_event_logger(): # Since dbt-rpc does not do its own log setup, and since some events can # currently fire before logs can be configured by setup_event_logger(), we # create a default configuration with default settings and no file output. -EVENT_MANAGER: EventManager = EventManager() +EVENT_MANAGER: IEventManager = EventManager() EVENT_MANAGER.add_logger( _get_logbook_log_config(False, True, False, False) # type: ignore if ENABLE_LEGACY_LOGGER - else _get_stdout_config(LineFormat.PlainText, False, True, EventLevel.INFO, False, False) + else _get_stdout_config(LineFormat.PlainText, True, EventLevel.INFO, False) ) # This global, and the following two functions for capturing stdout logs are @@ -207,7 +206,7 @@ def stop_capture_stdout_logs(): # the message may contain secrets which must be scrubbed at the usage site. def msg_to_json(msg: EventMsg) -> str: msg_dict = msg_to_dict(msg) - raw_log_line = json.dumps(msg_dict, sort_keys=True) + raw_log_line = json.dumps(msg_dict, sort_keys=True, cls=dbt.utils.ForgivingJSONEncoder) return raw_log_line @@ -247,23 +246,30 @@ def warn_or_error(event, node=None): # an alternative to fire_event which only creates and logs the event value # if the condition is met. Does nothing otherwise. def fire_event_if( - conditional: bool, lazy_e: Callable[[], BaseEvent], level: EventLevel = None + conditional: bool, lazy_e: Callable[[], BaseEvent], level: Optional[EventLevel] = None ) -> None: if conditional: fire_event(lazy_e(), level=level) +# a special case of fire_event_if, to only fire events in our unit/functional tests +def fire_event_if_test( + lazy_e: Callable[[], BaseEvent], level: Optional[EventLevel] = None +) -> None: + fire_event_if(conditional=("pytest" in sys.modules), lazy_e=lazy_e, level=level) + + # top-level method for accessing the new eventing system # this is where all the side effects happen branched by event type # (i.e. - mutating the event history, printing to stdout, logging # to files, etc.) -def fire_event(e: BaseEvent, level: EventLevel = None) -> None: +def fire_event(e: BaseEvent, level: Optional[EventLevel] = None) -> None: EVENT_MANAGER.fire_event(e, level=level) def get_metadata_vars() -> Dict[str, str]: global metadata_vars - if metadata_vars is None: + if not metadata_vars: metadata_vars = { k[len(METADATA_ENV_PREFIX) :]: v for k, v in os.environ.items() @@ -285,3 +291,8 @@ def set_invocation_id() -> None: # This is primarily for setting the invocation_id for separate # commands in the dbt servers. It shouldn't be necessary for the CLI. EVENT_MANAGER.invocation_id = str(uuid.uuid4()) + + +def ctx_set_event_manager(event_manager: IEventManager): + global EVENT_MANAGER + EVENT_MANAGER = event_manager diff --git a/core/dbt/events/types.proto b/core/dbt/events/types.proto index 488009cd341..001cd7723bf 100644 --- a/core/dbt/events/types.proto +++ b/core/dbt/events/types.proto @@ -66,6 +66,27 @@ message ReferenceKeyMsg { string identifier = 3; } +//ColumnType +message ColumnType { + string column_name = 1; + string previous_column_type = 2; + string current_column_type = 3; +} + +// ColumnConstraint +message ColumnConstraint { + string column_name = 1; + string constraint_name = 2; + string constraint_type = 3; +} + +// ModelConstraint +message ModelConstraint { + string constraint_name = 1; + string constraint_type = 2; + repeated string columns = 3; +} + // GenericMessage, used for deserializing only message GenericMessage { EventInfo info = 1; @@ -385,6 +406,15 @@ message ConfigTargetPathDeprecationMsg { ConfigTargetPathDeprecation data = 2; } +// D012 +message CollectFreshnessReturnSignature { +} + +message CollectFreshnessReturnSignatureMsg { + EventInfo info = 1; + CollectFreshnessReturnSignature data = 2; +} + // E - DB Adapter // E001 @@ -662,6 +692,19 @@ message CacheDumpGraphMsg { // Skipping E032, E033, E034 + + +// E034 +message AdapterRegistered { + string adapter_name = 1; + string adapter_version = 2; +} + +message AdapterRegisteredMsg { + EventInfo info = 1; + AdapterRegistered data = 2; +} + // E035 message AdapterImportError { string exc = 1; @@ -866,26 +909,6 @@ message ParsePerfInfoPathMsg { ParsePerfInfoPath data = 2; } -// I011 -message GenericTestFileParse { - string path = 1; -} - -message GenericTestFileParseMsg { - EventInfo info = 1; - GenericTestFileParse data = 2; -} - -// I012 -message MacroFileParse { - string path = 1; -} - -message MacroFileParseMsg { - EventInfo info = 1; - MacroFileParse data = 2; -} - // Skipping I013 // I014 @@ -1145,7 +1168,7 @@ message JinjaLogInfo { message JinjaLogInfoMsg { EventInfo info = 1; - JinjaLogInfo data = 2; + JinjaLogInfo data = 2; } // I063 @@ -1159,6 +1182,112 @@ message JinjaLogDebugMsg { JinjaLogDebug data = 2; } +// I064 +message UnpinnedRefNewVersionAvailable { + NodeInfo node_info = 1; + string ref_node_name = 2; + string ref_node_package = 3; + string ref_node_version = 4; + string ref_max_version = 5; +} + +message UnpinnedRefNewVersionAvailableMsg { + EventInfo info = 1; + UnpinnedRefNewVersionAvailable data = 2; +} + +// I065 +message DeprecatedModel { + string model_name = 1; + string model_version = 2; + string deprecation_date = 3; +} + +message DeprecatedModelMsg { + EventInfo info = 1; + DeprecatedModel data = 2; +} + +// I066 +message UpcomingReferenceDeprecation { + string model_name = 1; + string ref_model_package = 2; + string ref_model_name = 3; + string ref_model_version = 4; + string ref_model_latest_version = 5; + string ref_model_deprecation_date = 6; +} + +message UpcomingReferenceDeprecationMsg { + EventInfo info = 1; + UpcomingReferenceDeprecation data = 2; +} + +// I067 +message DeprecatedReference { + string model_name = 1; + string ref_model_package = 2; + string ref_model_name = 3; + string ref_model_version = 4; + string ref_model_latest_version = 5; + string ref_model_deprecation_date = 6; +} + +message DeprecatedReferenceMsg { + EventInfo info = 1; + DeprecatedReference data = 2; +} + +// I068 +message UnsupportedConstraintMaterialization { + string materialized = 1; +} + +message UnsupportedConstraintMaterializationMsg { + EventInfo info = 1; + UnsupportedConstraintMaterialization data = 2; +} + +// I069 +message ParseInlineNodeError{ + NodeInfo node_info = 1; + string exc = 2; +} + +message ParseInlineNodeErrorMsg { + EventInfo info = 1; + ParseInlineNodeError data = 2; +} + +// I070 +message SemanticValidationFailure { + string msg = 2; +} + +message SemanticValidationFailureMsg { + EventInfo info = 1; + SemanticValidationFailure data = 2; +} + +// I071 +message UnversionedBreakingChange { + repeated string breaking_changes = 1; + string model_name = 2; + string model_file_path = 3; + bool contract_enforced_disabled = 4; + repeated string columns_removed = 5; + repeated ColumnType column_type_changes = 6; + repeated ColumnConstraint enforced_column_constraint_removed = 7; + repeated ModelConstraint enforced_model_constraint_removed = 8; + repeated string materialization_changed = 9; +} + +message UnversionedBreakingChangeMsg { + EventInfo info = 1; + UnversionedBreakingChange data = 2; +} + + // M - Deps generation // M001 @@ -1560,6 +1689,7 @@ message LogSnapshotResult { int32 total = 5; float execution_time = 6; map<string, string> cfg = 7; + string result_message = 8; } message LogSnapshotResultMsg { @@ -2155,25 +2285,7 @@ message CheckNodeTestFailureMsg { CheckNodeTestFailure data = 2; } -// Z028 -message FirstRunResultError { - string msg = 1; -} - -message FirstRunResultErrorMsg { - EventInfo info = 1; - FirstRunResultError data = 2; -} - -// Z029 -message AfterFirstRunResultError { - string msg = 1; -} - -message AfterFirstRunResultErrorMsg { - EventInfo info = 1; - AfterFirstRunResultError data = 2; -} +// Skipped Z028, Z029 // Z030 message EndOfRunSummary { diff --git a/core/dbt/events/types.py b/core/dbt/events/types.py index f764cd1ecf5..251b06bf3b1 100644 --- a/core/dbt/events/types.py +++ b/core/dbt/events/types.py @@ -31,6 +31,7 @@ # | E | DB adapter | # | I | Project parsing | # | M | Deps generation | +# | P | Artifacts | # | Q | Node execution | # | W | Node testing | # | Z | Misc | @@ -280,7 +281,7 @@ def code(self): def message(self): description = ( - f"The `{self.deprecated_path}` config has been renamed to `{self.exp_path}`." + f"The `{self.deprecated_path}` config has been renamed to `{self.exp_path}`. " "Please update your `dbt_project.yml` configuration to reflect this change." ) return line_wrap_message(warning_tag(f"Deprecated functionality\n\n{description}")) @@ -292,7 +293,7 @@ def code(self): def message(self): description = ( - f"The `{self.deprecated_path}` config has been renamed to `{self.exp_path}`." + f"The `{self.deprecated_path}` config has been renamed to `{self.exp_path}`. " "Please update your `dbt_project.yml` configuration to reflect this change." ) return line_wrap_message(warning_tag(f"Deprecated functionality\n\n{description}")) @@ -407,6 +408,19 @@ def message(self): return line_wrap_message(warning_tag(f"Deprecated functionality\n\n{description}")) +class CollectFreshnessReturnSignature(WarnLevel): + def code(self): + return "D012" + + def message(self): + description = ( + "The 'collect_freshness' macro signature has changed to return the full " + "query result, rather than just a table of values. See the v1.5 migration guide " + "for details on how to update your custom macro: https://docs.getdbt.com/guides/migration/versions/upgrading-to-v1.5" + ) + return line_wrap_message(warning_tag(f"Deprecated functionality\n\n{description}")) + + # ======================================================= # E - DB Adapter # ======================================================= @@ -641,6 +655,14 @@ def message(self) -> str: # Skipping E032, E033, E034 +class AdapterRegistered(InfoLevel): + def code(self): + return "E034" + + def message(self) -> str: + return f"Registered adapter: {self.adapter_name}{self.adapter_version}" + + class AdapterImportError(InfoLevel): def code(self): return "E035" @@ -788,7 +810,7 @@ def message(self) -> str: return f"Error processing file diff: {self.category}, {self.file_id}" -# Skipping I002, I003, I004, I005, I006, I007 +# Skipping I003, I004, I005, I006, I007 class InvalidValueForField(WarnLevel): @@ -815,20 +837,10 @@ def message(self) -> str: return f"Performance info: {self.path}" -class GenericTestFileParse(DebugLevel): - def code(self): - return "I011" - - def message(self) -> str: - return f"Parsing {self.path}" +# Removed I011: GenericTestFileParse -class MacroFileParse(DebugLevel): - def code(self): - return "I012" - - def message(self) -> str: - return f"Parsing {self.path}" +# Removed I012: MacroFileParse # Skipping I013 @@ -1118,6 +1130,123 @@ def message(self) -> str: return self.msg +class UnpinnedRefNewVersionAvailable(InfoLevel): + def code(self): + return "I064" + + def message(self) -> str: + msg = ( + f"While compiling '{self.node_info.node_name}':\n" + f"Found an unpinned reference to versioned model '{self.ref_node_name}' in project '{self.ref_node_package}'.\n" + f"Resolving to latest version: {self.ref_node_name}.v{self.ref_node_version}\n" + f"A prerelease version {self.ref_max_version} is available. It has not yet been marked 'latest' by its maintainer.\n" + f"When that happens, this reference will resolve to {self.ref_node_name}.v{self.ref_max_version} instead.\n\n" + f" Try out v{self.ref_max_version}: {{{{ ref('{self.ref_node_package}', '{self.ref_node_name}', v='{self.ref_max_version}') }}}}\n" + f" Pin to v{self.ref_node_version}: {{{{ ref('{self.ref_node_package}', '{self.ref_node_name}', v='{self.ref_node_version}') }}}}\n" + ) + return msg + + +class DeprecatedModel(WarnLevel): + def code(self): + return "I065" + + def message(self) -> str: + version = ".v" + self.model_version if self.model_version else "" + msg = ( + f"Model {self.model_name}{version} has passed its deprecation date of {self.deprecation_date}. " + "This model should be disabled or removed." + ) + return warning_tag(msg) + + +class UpcomingReferenceDeprecation(WarnLevel): + def code(self): + return "I066" + + def message(self) -> str: + ref_model_version = ".v" + self.ref_model_version if self.ref_model_version else "" + msg = ( + f"While compiling '{self.model_name}': Found a reference to {self.ref_model_name}{ref_model_version}, " + f"which is slated for deprecation on '{self.ref_model_deprecation_date}'. " + ) + + if self.ref_model_version and self.ref_model_version != self.ref_model_latest_version: + coda = ( + f"A new version of '{self.ref_model_name}' is available. Try it out: " + f"{{{{ ref('{self.ref_model_package}', '{self.ref_model_name}', " + f"v='{self.ref_model_latest_version}') }}}}." + ) + msg = msg + coda + + return warning_tag(msg) + + +class DeprecatedReference(WarnLevel): + def code(self): + return "I067" + + def message(self) -> str: + ref_model_version = ".v" + self.ref_model_version if self.ref_model_version else "" + msg = ( + f"While compiling '{self.model_name}': Found a reference to {self.ref_model_name}{ref_model_version}, " + f"which was deprecated on '{self.ref_model_deprecation_date}'. " + ) + + if self.ref_model_version and self.ref_model_version != self.ref_model_latest_version: + coda = ( + f"A new version of '{self.ref_model_name}' is available. Migrate now: " + f"{{{{ ref('{self.ref_model_package}', '{self.ref_model_name}', " + f"v='{self.ref_model_latest_version}') }}}}." + ) + msg = msg + coda + + return warning_tag(msg) + + +class UnsupportedConstraintMaterialization(WarnLevel): + def code(self): + return "I068" + + def message(self) -> str: + msg = ( + f"Constraint types are not supported for {self.materialized} materializations and will " + "be ignored. Set 'warn_unsupported: false' on this constraint to ignore this warning." + ) + + return line_wrap_message(warning_tag(msg)) + + +class ParseInlineNodeError(ErrorLevel): + def code(self): + return "I069" + + def message(self) -> str: + return "Error while parsing node: " + self.node_info.node_name + "\n" + self.exc + + +class SemanticValidationFailure(WarnLevel): + def code(self): + return "I070" + + def message(self) -> str: + return self.msg + + +class UnversionedBreakingChange(WarnLevel): + def code(self): + return "I071" + + def message(self) -> str: + reasons = "\n - ".join(self.breaking_changes) + + return ( + f"Breaking change to contracted, unversioned model {self.model_name} ({self.model_file_path})" + "\nWhile comparing to previous project state, dbt detected a breaking change to an unversioned model." + f"\n - {reasons}\n" + ) + + # ======================================================= # M - Deps generation # ======================================================= @@ -1499,7 +1628,7 @@ def message(self) -> str: status = red(self.status.upper()) else: info = "OK snapshotted" - status = green(self.status) + status = green(self.result_message) msg = "{info} {description}".format(info=info, description=self.description, **self.cfg) return format_fancy_output_line( @@ -2056,25 +2185,7 @@ def message(self) -> str: return f" See test failures:\n {border}\n {msg}\n {border}" -# FirstRunResultError and AfterFirstRunResultError are just splitting the message from the result -# object into multiple log lines -# TODO: is this reallly needed? See printer.py - - -class FirstRunResultError(ErrorLevel): - def code(self): - return "Z028" - - def message(self) -> str: - return yellow(self.msg) - - -class AfterFirstRunResultError(ErrorLevel): - def code(self): - return "Z029" - - def message(self) -> str: - return self.msg +# Skipped Z028, Z029 class EndOfRunSummary(InfoLevel): diff --git a/core/dbt/events/types_pb2.py b/core/dbt/events/types_pb2.py index afe6a6d0ebc..42a46787c2a 100644 --- a/core/dbt/events/types_pb2.py +++ b/core/dbt/events/types_pb2.py @@ -15,7 +15,7 @@ from google.protobuf import struct_pb2 as google_dot_protobuf_dot_struct__pb2 -DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x0btypes.proto\x12\x0bproto_types\x1a\x1fgoogle/protobuf/timestamp.proto\x1a\x1cgoogle/protobuf/struct.proto\"\x91\x02\n\tEventInfo\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0c\n\x04\x63ode\x18\x02 \x01(\t\x12\x0b\n\x03msg\x18\x03 \x01(\t\x12\r\n\x05level\x18\x04 \x01(\t\x12\x15\n\rinvocation_id\x18\x05 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dbt.dataclass_schema @@ -212,39 +212,25 @@ class ContractBreakingChangeError(DbtRuntimeError): MESSAGE = "Breaking Change to Contract" def __init__( - self, contract_enforced_disabled, columns_removed, column_type_changes, node=None + self, + breaking_changes: List[str], + node=None, ): - self.contract_enforced_disabled = contract_enforced_disabled - self.columns_removed = columns_removed - self.column_type_changes = column_type_changes + self.breaking_changes = breaking_changes super().__init__(self.message(), node) @property def type(self): - return "Breaking Change to Contract" + return "Breaking change to contract" def message(self): - breaking_changes = [] - if self.contract_enforced_disabled: - breaking_changes.append("The contract's enforcement has been disabled.") - if self.columns_removed: - columns_removed_str = "\n - ".join(self.columns_removed) - breaking_changes.append(f"Columns were removed: \n - {columns_removed_str}") - if self.column_type_changes: - column_type_changes_str = "\n - ".join( - [f"{c[0]} ({c[1]} -> {c[2]})" for c in self.column_type_changes] - ) - breaking_changes.append( - f"Columns with data_type changes: \n - {column_type_changes_str}" - ) - - reasons = "\n\n".join(breaking_changes) + reasons = "\n - ".join(self.breaking_changes) return ( "While comparing to previous project state, dbt detected a breaking change to an enforced contract." - f"\n\n{reasons}\n\n" + f"\n - {reasons}\n" "Consider making an additive (non-breaking) change instead, if possible.\n" - "Otherwise, create a new model version: https://docs.getdbt.com/docs/collaborate/publish/model-versions" + "Otherwise, create a new model version: https://docs.getdbt.com/docs/collaborate/govern/model-versions" ) @@ -266,6 +252,11 @@ def type(self): return "Parsing" +class dbtPluginError(DbtRuntimeError): + CODE = 10020 + MESSAGE = "Plugin Error" + + # TODO: this isn't raised in the core codebase. Is it raised elsewhere? class JSONValidationError(DbtValidationError): def __init__(self, typename, errors): @@ -375,7 +366,7 @@ class DbtProfileError(DbtConfigError): class SemverError(Exception): - def __init__(self, msg: str = None): + def __init__(self, msg: Optional[str] = None): self.msg = msg if msg is not None: super().__init__(msg) @@ -450,7 +441,7 @@ def __init__(self, thread_id, known: List): self.thread_id = thread_id self.known = known super().__init__( - msg="connection never acquired for thread {self.thread_id}, have {self.known}" + msg=f"connection never acquired for thread {self.thread_id}, have {self.known}" ) @@ -654,6 +645,15 @@ def get_message(self) -> str: return msg +class NoAdaptersAvailableError(DbtRuntimeError): + def __init__(self): + super().__init__(msg=self.get_message()) + + def get_message(self) -> str: + msg = "No adapters available. Learn how to install an adapter by going to https://docs.getdbt.com/docs/connect-adapters#install-using-the-cli" + return msg + + class BadSpecError(DbtInternalError): def __init__(self, repo, revision, error): self.repo = repo @@ -1019,6 +1019,17 @@ def get_message(self) -> str: return msg +class MacroResultAlreadyLoadedError(CompilationError): + def __init__(self, result_name): + self.result_name = result_name + super().__init__(msg=self.get_message()) + + def get_message(self) -> str: + msg = f"The 'statement' result named '{self.result_name}' has already been loaded into a variable" + + return msg + + # parser level exceptions class DictParseError(ParsingError): def __init__(self, exc: ValidationError, node): @@ -1163,26 +1174,31 @@ def __init__(self, exc: ValidationError, node): class DbtReferenceError(ParsingError): - def __init__(self, unique_id: str, ref_unique_id: str, group: str): + def __init__(self, unique_id: str, ref_unique_id: str, access: AccessType, scope: str): self.unique_id = unique_id self.ref_unique_id = ref_unique_id - self.group = group + self.access = access + self.scope = scope + self.scope_type = "group" if self.access == AccessType.Private else "package" super().__init__(msg=self.get_message()) def get_message(self) -> str: return ( f"Node {self.unique_id} attempted to reference node {self.ref_unique_id}, " - f"which is not allowed because the referenced node is private to the {self.group} group." + f"which is not allowed because the referenced node is {self.access} to the '{self.scope}' {self.scope_type}." ) class InvalidAccessTypeError(ParsingError): - def __init__(self, unique_id: str, field_value: str): + def __init__(self, unique_id: str, field_value: str, materialization: Optional[str] = None): self.unique_id = unique_id self.field_value = field_value - msg = ( - f"Node {self.unique_id} has an invalid value ({self.field_value}) for the access field" + self.materialization = materialization + + with_materialization = ( + f"with '{self.materialization}' materialization " if self.materialization else "" ) + msg = f"Node {self.unique_id} {with_materialization}has an invalid value ({self.field_value}) for the access field" super().__init__(msg=msg) @@ -1349,7 +1365,7 @@ def get_message(self) -> str: target_package_string = "" if self.target_package is not None: - target_package_string = f"in package '{self.target_package}' " + target_package_string = f"in package or project '{self.target_package}' " msg = ( f"{resource_type_title} '{unique_id}' ({original_file_path}) depends on a " @@ -1763,17 +1779,19 @@ def __init__( self, count_packages_specified: int, count_packages_installed: int, + packages_specified_path: str, packages_install_path: str, ): self.count_packages_specified = count_packages_specified self.count_packages_installed = count_packages_installed + self.packages_specified_path = packages_specified_path self.packages_install_path = packages_install_path super().__init__(msg=self.get_message()) def get_message(self) -> str: msg = ( f"dbt found {self.count_packages_specified} package(s) " - "specified in packages.yml, but only " + f"specified in {self.packages_specified_path}, but only " f"{self.count_packages_installed} package(s) installed " f'in {self.packages_install_path}. Run "dbt deps" to ' "install package dependencies." @@ -1950,6 +1968,23 @@ def get_message(self) -> str: return msg +class AmbiguousResourceNameRefError(CompilationError): + def __init__(self, duped_name, unique_ids, node=None): + self.duped_name = duped_name + self.unique_ids = unique_ids + self.packages = [unique_id.split(".")[1] for unique_id in unique_ids] + super().__init__(msg=self.get_message(), node=node) + + def get_message(self) -> str: + formatted_unique_ids = "'{0}'".format("', '".join(self.unique_ids)) + formatted_packages = "'{0}'".format("' or '".join(self.packages)) + msg = ( + f"When referencing '{self.duped_name}', dbt found nodes in multiple packages: {formatted_unique_ids}" + f"\nTo fix this, use two-argument 'ref', with the package name first: {formatted_packages}" + ) + return msg + + class AmbiguousCatalogMatchError(CompilationError): def __init__(self, unique_id: str, match_1, match_2): self.unique_id = unique_id @@ -2145,6 +2180,26 @@ def get_message(self) -> str: return msg +class DuplicateVersionedUnversionedError(ParsingError): + def __init__(self, versioned_node, unversioned_node): + self.versioned_node = versioned_node + self.unversioned_node = unversioned_node + super().__init__(msg=self.get_message()) + + def get_message(self) -> str: + msg = f""" +dbt found versioned and unversioned models with the name "{self.versioned_node.name}". + +Since these resources have the same name, dbt will be unable to find the correct resource +when looking for ref('{self.versioned_node.name}'). + +To fix this, change the name of the unversioned resource +{self.unversioned_node.unique_id} ({self.unversioned_node.original_file_path}) +or add the unversioned model to the versions in {self.versioned_node.patch_path} + """.strip() + return msg + + class PropertyYMLError(CompilationError): def __init__(self, path: str, issue: str): self.path = path @@ -2230,6 +2285,11 @@ def get_mismatches(self) -> agate.Table: return table_from_data_flat(mismatches_sorted, column_names) def get_message(self) -> str: + if not self.yaml_columns: + return ( + "This model has an enforced contract, and its 'columns' specification is missing" + ) + table: agate.Table = self.get_mismatches() # Hack to get Agate table output as string output = io.StringIO() @@ -2302,7 +2362,7 @@ class RPCCompiling(DbtRuntimeError): CODE = 10010 MESSAGE = 'RPC server is compiling the project, call the "status" method for' " compile status" - def __init__(self, msg: str = None, node=None): + def __init__(self, msg: Optional[str] = None, node=None): if msg is None: msg = "compile in progress" super().__init__(msg, node) diff --git a/core/dbt/flags.py b/core/dbt/flags.py index a87c9e8d37e..891d510f2e1 100644 --- a/core/dbt/flags.py +++ b/core/dbt/flags.py @@ -3,6 +3,7 @@ from argparse import Namespace from multiprocessing import get_context from typing import Optional +from pathlib import Path # for setting up logger for legacy logger @@ -86,6 +87,7 @@ def get_flag_dict(): "introspect", "target_path", "log_path", + "invocation_command", } return {key: getattr(GLOBAL_FLAGS, key.upper(), None) for key in flag_attr} @@ -95,6 +97,8 @@ def get_flag_dict(): def get_flag_obj(): new_flags = Namespace() for key, val in get_flag_dict().items(): + if isinstance(val, Path): + val = str(val) setattr(new_flags, key.upper(), val) # The following 3 are CLI arguments only so they're not full-fledged flags, # but we put in flags for users. diff --git a/core/dbt/graph/graph.py b/core/dbt/graph/graph.py index 29f24cae734..69a2f21258a 100644 --- a/core/dbt/graph/graph.py +++ b/core/dbt/graph/graph.py @@ -28,16 +28,29 @@ def ancestors(self, node: UniqueId, max_depth: Optional[int] = None) -> Set[Uniq """Returns all nodes having a path to `node` in `graph`""" if not self.graph.has_node(node): raise DbtInternalError(f"Node {node} not found in the graph!") + filtered_graph = self.exclude_edge_type("parent_test") return { child - for _, child in nx.bfs_edges(self.graph, node, reverse=True, depth_limit=max_depth) + for _, child in nx.bfs_edges(filtered_graph, node, reverse=True, depth_limit=max_depth) } def descendants(self, node: UniqueId, max_depth: Optional[int] = None) -> Set[UniqueId]: """Returns all nodes reachable from `node` in `graph`""" if not self.graph.has_node(node): raise DbtInternalError(f"Node {node} not found in the graph!") - return {child for _, child in nx.bfs_edges(self.graph, node, depth_limit=max_depth)} + filtered_graph = self.exclude_edge_type("parent_test") + return {child for _, child in nx.bfs_edges(filtered_graph, node, depth_limit=max_depth)} + + def exclude_edge_type(self, edge_type_to_exclude): + return nx.restricted_view( + self.graph, + nodes=[], + edges=( + (a, b) + for a, b in self.graph.edges + if self.graph[a][b].get("edge_type") == edge_type_to_exclude + ), + ) def select_childrens_parents(self, selected: Set[UniqueId]) -> Set[UniqueId]: ancestors_for = self.select_children(selected) | selected diff --git a/core/dbt/graph/selector.py b/core/dbt/graph/selector.py index 6d2d8566fa8..f205fa0fb7a 100644 --- a/core/dbt/graph/selector.py +++ b/core/dbt/graph/selector.py @@ -36,16 +36,18 @@ def can_select_indirectly(node): class NodeSelector(MethodManager): - """The node selector is aware of the graph and manifest,""" + """The node selector is aware of the graph and manifest""" def __init__( self, graph: Graph, manifest: Manifest, previous_state: Optional[PreviousState] = None, + include_empty_nodes: bool = False, ): super().__init__(manifest, previous_state) self.full_graph = graph + self.include_empty_nodes = include_empty_nodes # build a subgraph containing only non-empty, enabled nodes and enabled # sources. @@ -166,8 +168,15 @@ def _is_graph_member(self, unique_id: UniqueId) -> bool: elif unique_id in self.manifest.metrics: metric = self.manifest.metrics[unique_id] return metric.config.enabled + elif unique_id in self.manifest.semantic_models: + semantic_model = self.manifest.semantic_models[unique_id] + return semantic_model.config.enabled node = self.manifest.nodes[unique_id] - return not node.empty and node.config.enabled + + if self.include_empty_nodes: + return node.config.enabled + else: + return not node.empty and node.config.enabled def node_is_match(self, node: GraphMemberNode) -> bool: """Determine if a node is a match for the selector. Non-match nodes @@ -185,6 +194,8 @@ def _is_match(self, unique_id: UniqueId) -> bool: node = self.manifest.exposures[unique_id] elif unique_id in self.manifest.metrics: node = self.manifest.metrics[unique_id] + elif unique_id in self.manifest.semantic_models: + node = self.manifest.semantic_models[unique_id] else: raise DbtInternalError(f"Node {unique_id} not found in the manifest!") return self.node_is_match(node) @@ -313,11 +324,13 @@ def __init__( manifest: Manifest, previous_state: Optional[PreviousState], resource_types: List[NodeType], + include_empty_nodes: bool = False, ): super().__init__( graph=graph, manifest=manifest, previous_state=previous_state, + include_empty_nodes=include_empty_nodes, ) self.resource_types: Set[NodeType] = set(resource_types) diff --git a/core/dbt/graph/selector_methods.py b/core/dbt/graph/selector_methods.py index 3d4a7a32afb..e2a5a1f3f61 100644 --- a/core/dbt/graph/selector_methods.py +++ b/core/dbt/graph/selector_methods.py @@ -26,6 +26,7 @@ DbtRuntimeError, ) from dbt.node_types import NodeType +from dbt.events.contextvars import get_project_root SELECTOR_GLOB = "*" @@ -36,6 +37,7 @@ class MethodName(StrEnum): FQN = "fqn" Tag = "tag" Group = "group" + Access = "access" Source = "source" Path = "path" File = "file" @@ -59,8 +61,8 @@ def is_selected_node(fqn: List[str], node_selector: str, is_versioned: bool) -> flat_node_selector = node_selector.split(".") if fqn[-2] == node_selector: return True - # If this is a versioned model, then the last two segments should be allowed to exactly match - elif fqn[-2:] == flat_node_selector[-2:]: + # If this is a versioned model, then the last two segments should be allowed to exactly match on either the '.' or '_' delimiter + elif "_".join(fqn[-2:]) == "_".join(flat_node_selector[-2:]): return True else: if fqn[-1] == node_selector: @@ -101,7 +103,7 @@ def is_selected_node(fqn: List[str], node_selector: str, is_versioned: bool) -> class SelectorMethod(metaclass=abc.ABCMeta): def __init__( self, manifest: Manifest, previous_state: Optional[PreviousState], arguments: List[str] - ): + ) -> None: self.manifest: Manifest = manifest self.previous_state = previous_state self.arguments: List[str] = arguments @@ -210,8 +212,7 @@ def search(self, included_nodes: Set[UniqueId], selector: str) -> Iterator[Uniqu """ parsed_nodes = list(self.parsed_nodes(included_nodes)) for node, real_node in parsed_nodes: - is_versioned = isinstance(real_node, ModelNode) and real_node.version is not None - if self.node_is_match(selector, real_node.fqn, is_versioned): + if self.node_is_match(selector, real_node.fqn, real_node.is_versioned): yield node @@ -231,6 +232,16 @@ def search(self, included_nodes: Set[UniqueId], selector: str) -> Iterator[Uniqu yield node +class AccessSelectorMethod(SelectorMethod): + def search(self, included_nodes: Set[UniqueId], selector: str) -> Iterator[UniqueId]: + """yields model nodes matching the specified access level""" + for node, real_node in self.parsed_nodes(included_nodes): + if not isinstance(real_node, ModelNode): + continue + if selector == real_node.access: + yield node + + class SourceSelectorMethod(SelectorMethod): def search(self, included_nodes: Set[UniqueId], selector: str) -> Iterator[UniqueId]: """yields nodes from included are the specified source.""" @@ -314,8 +325,12 @@ def search(self, included_nodes: Set[UniqueId], selector: str) -> Iterator[Uniqu class PathSelectorMethod(SelectorMethod): def search(self, included_nodes: Set[UniqueId], selector: str) -> Iterator[UniqueId]: """Yields nodes from included that match the given path.""" - # use '.' and not 'root' for easy comparison - root = Path.cwd() + # get project root from contextvar + project_root = get_project_root() + if project_root: + root = Path(project_root) + else: + root = Path.cwd() paths = set(p.relative_to(root) for p in root.glob(selector)) for node, real_node in self.all_nodes(included_nodes): ofp = Path(real_node.original_file_path) @@ -336,6 +351,8 @@ def search(self, included_nodes: Set[UniqueId], selector: str) -> Iterator[Uniqu for node, real_node in self.all_nodes(included_nodes): if fnmatch(Path(real_node.original_file_path).name, selector): yield node + elif fnmatch(Path(real_node.original_file_path).stem, selector): + yield node class PackageSelectorMethod(SelectorMethod): @@ -420,6 +437,8 @@ def search(self, included_nodes: Set[UniqueId], selector: str) -> Iterator[Uniqu class TestNameSelectorMethod(SelectorMethod): + __test__ = False + def search(self, included_nodes: Set[UniqueId], selector: str) -> Iterator[UniqueId]: for node, real_node in self.parsed_nodes(included_nodes): if real_node.resource_type == NodeType.Test and hasattr(real_node, "test_metadata"): @@ -428,6 +447,8 @@ def search(self, included_nodes: Set[UniqueId], selector: str) -> Iterator[Uniqu class TestTypeSelectorMethod(SelectorMethod): + __test__ = False + def search(self, included_nodes: Set[UniqueId], selector: str) -> Iterator[UniqueId]: search_type: Type # continue supporting 'schema' + 'data' for backwards compatibility @@ -446,7 +467,7 @@ def search(self, included_nodes: Set[UniqueId], selector: str) -> Iterator[Uniqu class StateSelectorMethod(SelectorMethod): - def __init__(self, *args, **kwargs): + def __init__(self, *args, **kwargs) -> None: super().__init__(*args, **kwargs) self.modified_macros: Optional[List[str]] = None @@ -515,12 +536,24 @@ def check_macros_modified(self, node): return self.recursively_check_macros_modified(node, visited_macros) # TODO check modifed_content and check_modified macro seems a bit redundent - def check_modified_content(self, old: Optional[SelectorTarget], new: SelectorTarget) -> bool: - different_contents = not new.same_contents(old) # type: ignore + def check_modified_content( + self, old: Optional[SelectorTarget], new: SelectorTarget, adapter_type: str + ) -> bool: + if isinstance(new, (SourceDefinition, Exposure, Metric)): + # these all overwrite `same_contents` + different_contents = not new.same_contents(old) # type: ignore + else: + different_contents = not new.same_contents(old, adapter_type) # type: ignore + upstream_macro_change = self.check_macros_modified(new) return different_contents or upstream_macro_change - def check_modified_macros(self, _, new: SelectorTarget) -> bool: + def check_unmodified_content( + self, old: Optional[SelectorTarget], new: SelectorTarget, adapter_type: str + ) -> bool: + return not self.check_modified_content(old, new, adapter_type) + + def check_modified_macros(self, old, new: SelectorTarget) -> bool: return self.check_macros_modified(new) @staticmethod @@ -537,6 +570,21 @@ def check_modified_things(old: Optional[SelectorTarget], new: SelectorTarget) -> return check_modified_things + @staticmethod + def check_modified_contract( + compare_method: str, + adapter_type: Optional[str], + ) -> Callable[[Optional[SelectorTarget], SelectorTarget], bool]: + # get a function that compares two selector target based on compare method provided + def check_modified_contract(old: Optional[SelectorTarget], new: SelectorTarget) -> bool: + if hasattr(new, compare_method): + # when old body does not exist or old and new are not the same + return not old or not getattr(new, compare_method)(old, adapter_type) # type: ignore + else: + return False + + return check_modified_contract + def check_new(self, old: Optional[SelectorTarget], new: SelectorTarget) -> bool: return old is None @@ -544,11 +592,15 @@ def search(self, included_nodes: Set[UniqueId], selector: str) -> Iterator[Uniqu if self.previous_state is None or self.previous_state.manifest is None: raise DbtRuntimeError("Got a state selector method, but no comparison manifest") + adapter_type = self.manifest.metadata.adapter_type + state_checks = { # it's new if there is no old version - "new": lambda old, _: old is None, + "new": lambda old, new: old is None, + "old": lambda old, new: old is not None, # use methods defined above to compare properties of old + new "modified": self.check_modified_content, + "unmodified": self.check_unmodified_content, "modified.body": self.check_modified_factory("same_body"), "modified.configs": self.check_modified_factory("same_config"), "modified.persisted_descriptions": self.check_modified_factory( @@ -556,7 +608,7 @@ def search(self, included_nodes: Set[UniqueId], selector: str) -> Iterator[Uniqu ), "modified.relation": self.check_modified_factory("same_database_representation"), "modified.macros": self.check_modified_macros, - "modified.contract": self.check_modified_factory("same_contract"), + "modified.contract": self.check_modified_contract("same_contract", adapter_type), } if selector in state_checks: checker = state_checks[selector] @@ -569,6 +621,7 @@ def search(self, included_nodes: Set[UniqueId], selector: str) -> Iterator[Uniqu for node, real_node in self.all_nodes(included_nodes): previous_node: Optional[SelectorTarget] = None + if node in manifest.nodes: previous_node = manifest.nodes[node] elif node in manifest.sources: @@ -578,7 +631,15 @@ def search(self, included_nodes: Set[UniqueId], selector: str) -> Iterator[Uniqu elif node in manifest.metrics: previous_node = manifest.metrics[node] - if checker(previous_node, real_node): + keyword_args = {} + if checker.__name__ in [ + "same_contract", + "check_modified_content", + "check_unmodified_content", + ]: + keyword_args["adapter_type"] = adapter_type # type: ignore + + if checker(previous_node, real_node, **keyword_args): # type: ignore yield node @@ -685,6 +746,7 @@ class MethodManager: MethodName.FQN: QualifiedNameSelectorMethod, MethodName.Tag: TagSelectorMethod, MethodName.Group: GroupSelectorMethod, + MethodName.Access: AccessSelectorMethod, MethodName.Source: SourceSelectorMethod, MethodName.Path: PathSelectorMethod, MethodName.File: FileSelectorMethod, diff --git a/core/dbt/helper_types.py b/core/dbt/helper_types.py index 77e25c68ce8..545d44a9087 100644 --- a/core/dbt/helper_types.py +++ b/core/dbt/helper_types.py @@ -4,12 +4,8 @@ from __future__ import annotations from dataclasses import dataclass, field -from datetime import timedelta -from pathlib import Path from typing import Tuple, AbstractSet, Union -from hologram import FieldEncoder, JsonDict -from mashumaro.types import SerializableType -from typing import Callable, cast, Generic, Optional, TypeVar, List +from typing import Callable, cast, Generic, Optional, TypeVar, List, NewType from dbt.dataclass_schema import ( dbtClassMixin, @@ -19,60 +15,7 @@ import dbt.events.types as dbt_event_types -class Port(int, SerializableType): - @classmethod - def _deserialize(cls, value: Union[int, str]) -> "Port": - try: - value = int(value) - except ValueError: - raise ValidationError(f"Cannot encode {value} into port number") - - return Port(value) - - def _serialize(self) -> int: - return self - - -class PortEncoder(FieldEncoder): - @property - def json_schema(self): - return {"type": "integer", "minimum": 0, "maximum": 65535} - - -class TimeDeltaFieldEncoder(FieldEncoder[timedelta]): - """Encodes timedeltas to dictionaries""" - - def to_wire(self, value: timedelta) -> float: - return value.total_seconds() - - def to_python(self, value) -> timedelta: - if isinstance(value, timedelta): - return value - try: - return timedelta(seconds=value) - except TypeError: - raise ValidationError("cannot encode {} into timedelta".format(value)) from None - - @property - def json_schema(self) -> JsonDict: - return {"type": "number"} - - -class PathEncoder(FieldEncoder): - def to_wire(self, value: Path) -> str: - return str(value) - - def to_python(self, value) -> Path: - if isinstance(value, Path): - return value - try: - return Path(value) - except TypeError: - raise ValidationError("cannot encode {} into timedelta".format(value)) from None - - @property - def json_schema(self) -> JsonDict: - return {"type": "string"} +Port = NewType("Port", int) class NVEnum(StrEnum): @@ -132,15 +75,6 @@ def _validate_items(self, items: List[str]): raise ValidationError(f"{item} is not a valid dbt error name.") -dbtClassMixin.register_field_encoders( - { - Port: PortEncoder(), - timedelta: TimeDeltaFieldEncoder(), - Path: PathEncoder(), - } -) - - FQNPath = Tuple[str, ...] PathSet = AbstractSet[FQNPath] diff --git a/core/dbt/include/global_project/macros/adapters/columns.sql b/core/dbt/include/global_project/macros/adapters/columns.sql index 8605ab21d02..b5a03ec53b5 100644 --- a/core/dbt/include/global_project/macros/adapters/columns.sql +++ b/core/dbt/include/global_project/macros/adapters/columns.sql @@ -17,15 +17,18 @@ {% endmacro %} -{% macro get_empty_subquery_sql(select_sql) -%} - {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql)) }} +{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%} + {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }} {% endmacro %} {# Builds a query that results in the same schema as the given select_sql statement, without necessitating a data scan. Useful for running a query in a 'pre-flight' context, such as model contract enforcement (assert_columns_equivalent macro). #} -{% macro default__get_empty_subquery_sql(select_sql) %} +{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %} + {%- if select_sql_header is not none -%} + {{ select_sql_header }} + {%- endif -%} select * from ( {{ select_sql }} ) as __dbt_sbq @@ -46,17 +49,18 @@ {%- if col['data_type'] is not defined -%} {{ col_err.append(col['name']) }} {%- endif -%} - cast(null as {{ col['data_type'] }}) as {{ col['name'] }}{{ ", " if not loop.last }} + {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %} + cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ ", " if not loop.last }} {%- endfor -%} {%- if (col_err | length) > 0 -%} {{ exceptions.column_type_missing(column_names=col_err) }} {%- endif -%} {% endmacro %} -{% macro get_column_schema_from_query(select_sql) -%} +{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%} {% set columns = [] %} {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#} - {% set sql = get_empty_subquery_sql(select_sql) %} + {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %} {% set column_schema = adapter.get_column_schema_from_query(sql) %} {{ return(column_schema) }} {% endmacro %} diff --git a/core/dbt/include/global_project/macros/adapters/indexes.sql b/core/dbt/include/global_project/macros/adapters/indexes.sql index a4fdd9cee1b..b8663a7f971 100644 --- a/core/dbt/include/global_project/macros/adapters/indexes.sql +++ b/core/dbt/include/global_project/macros/adapters/indexes.sql @@ -21,3 +21,21 @@ {% endif %} {% endfor %} {% endmacro %} + + +{% macro get_drop_index_sql(relation, index_name) -%} + {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }} +{%- endmacro %} + +{% macro default__get_drop_index_sql(relation, index_name) -%} + {{ exceptions.raise_compiler_error("`get_drop_index_sql has not been implemented for this adapter.") }} +{%- endmacro %} + + +{% macro get_show_indexes_sql(relation) -%} + {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }} +{%- endmacro %} + +{% macro default__get_show_indexes_sql(relation) -%} + {{ exceptions.raise_compiler_error("`get_show_indexes_sql has not been implemented for this adapter.") }} +{%- endmacro %} diff --git a/core/dbt/include/global_project/macros/adapters/metadata.sql b/core/dbt/include/global_project/macros/adapters/metadata.sql index 3c334dae6b8..9e45c500a3f 100644 --- a/core/dbt/include/global_project/macros/adapters/metadata.sql +++ b/core/dbt/include/global_project/macros/adapters/metadata.sql @@ -63,3 +63,12 @@ {{ exceptions.raise_not_implemented( 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }} {% endmacro %} + +{% macro get_relations() %} + {{ return(adapter.dispatch('get_relations', 'dbt')()) }} +{% endmacro %} + +{% macro default__get_relations() %} + {{ exceptions.raise_not_implemented( + 'get_relations macro not implemented for adapter '+adapter.type()) }} +{% endmacro %} diff --git a/core/dbt/include/global_project/macros/adapters/relation.sql b/core/dbt/include/global_project/macros/adapters/relation.sql index d02e3e20a26..1c2bd880079 100644 --- a/core/dbt/include/global_project/macros/adapters/relation.sql +++ b/core/dbt/include/global_project/macros/adapters/relation.sql @@ -31,16 +31,6 @@ {{ return(backup_relation) }} {% endmacro %} -{% macro drop_relation(relation) -%} - {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }} -{% endmacro %} - -{% macro default__drop_relation(relation) -%} - {% call statement('drop_relation', auto_begin=False) -%} - drop {{ relation.type }} if exists {{ relation }} cascade - {%- endcall %} -{% endmacro %} - {% macro truncate_relation(relation) -%} {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }} @@ -53,18 +43,6 @@ {% endmacro %} -{% macro rename_relation(from_relation, to_relation) -%} - {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }} -{% endmacro %} - -{% macro default__rename_relation(from_relation, to_relation) -%} - {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %} - {% call statement('rename_relation') -%} - alter table {{ from_relation }} rename to {{ target_name }} - {%- endcall %} -{% endmacro %} - - {% macro get_or_create_relation(database, schema, identifier, type) -%} {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }} {% endmacro %} @@ -99,10 +77,3 @@ {% macro load_relation(relation) %} {{ return(load_cached_relation(relation)) }} {% endmacro %} - - -{% macro drop_relation_if_exists(relation) %} - {% if relation is not none %} - {{ adapter.drop_relation(relation) }} - {% endif %} -{% endmacro %} diff --git a/core/dbt/include/global_project/macros/adapters/validate_sql.sql b/core/dbt/include/global_project/macros/adapters/validate_sql.sql new file mode 100644 index 00000000000..ba01117ecae --- /dev/null +++ b/core/dbt/include/global_project/macros/adapters/validate_sql.sql @@ -0,0 +1,10 @@ +{% macro validate_sql(sql) -%} + {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }} +{% endmacro %} + +{% macro default__validate_sql(sql) -%} + {% call statement('validate_sql') -%} + explain {{ sql }} + {% endcall %} + {{ return(load_result('validate_sql')) }} +{% endmacro %} diff --git a/core/dbt/include/global_project/macros/etc/datetime.sql b/core/dbt/include/global_project/macros/etc/datetime.sql index c6299c57ca8..33c55549794 100644 --- a/core/dbt/include/global_project/macros/etc/datetime.sql +++ b/core/dbt/include/global_project/macros/etc/datetime.sql @@ -19,7 +19,7 @@ {% set day_count = (end_date - start_date).days %} {% if day_count < 0 %} {% set msg -%} - Partiton start date is after the end date ({{ start_date }}, {{ end_date }}) + Partition start date is after the end date ({{ start_date }}, {{ end_date }}) {%- endset %} {{ exceptions.raise_compiler_error(msg, model) }} diff --git a/core/dbt/include/global_project/macros/materializations/models/clone/can_clone_table.sql b/core/dbt/include/global_project/macros/materializations/models/clone/can_clone_table.sql new file mode 100644 index 00000000000..89628bfab35 --- /dev/null +++ b/core/dbt/include/global_project/macros/materializations/models/clone/can_clone_table.sql @@ -0,0 +1,7 @@ +{% macro can_clone_table() %} + {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }} +{% endmacro %} + +{% macro default__can_clone_table() %} + {{ return(False) }} +{% endmacro %} diff --git a/core/dbt/include/global_project/macros/materializations/models/clone/clone.sql b/core/dbt/include/global_project/macros/materializations/models/clone/clone.sql new file mode 100644 index 00000000000..b78ca9d01ab --- /dev/null +++ b/core/dbt/include/global_project/macros/materializations/models/clone/clone.sql @@ -0,0 +1,62 @@ +{%- materialization clone, default -%} + + {%- set relations = {'relations': []} -%} + + {%- if not defer_relation -%} + -- nothing to do + {{ log("No relation found in state manifest for " ~ model.unique_id, info=True) }} + {{ return(relations) }} + {%- endif -%} + + {%- set existing_relation = load_cached_relation(this) -%} + + {%- if existing_relation and not flags.FULL_REFRESH -%} + -- noop! + {{ log("Relation " ~ existing_relation ~ " already exists", info=True) }} + {{ return(relations) }} + {%- endif -%} + + {%- set other_existing_relation = load_cached_relation(defer_relation) -%} + + -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table + -- Otherwise, this will be a view + + {% set can_clone_table = can_clone_table() %} + + {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%} + + {%- set target_relation = this.incorporate(type='table') -%} + {% if existing_relation is not none and not existing_relation.is_table %} + {{ log("Dropping relation " ~ existing_relation ~ " because it is of type " ~ existing_relation.type) }} + {{ drop_relation_if_exists(existing_relation) }} + {% endif %} + + -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace' + {% call statement('main') %} + {{ create_or_replace_clone(target_relation, defer_relation) }} + {% endcall %} + + {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %} + {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %} + {% do persist_docs(target_relation, model) %} + + {{ return({'relations': [target_relation]}) }} + + {%- else -%} + + {%- set target_relation = this.incorporate(type='view') -%} + + -- reuse the view materialization + -- TODO: support actual dispatch for materialization macros + -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799 + {% set search_name = "materialization_view_" ~ adapter.type() %} + {% if not search_name in context %} + {% set search_name = "materialization_view_default" %} + {% endif %} + {% set materialization_macro = context[search_name] %} + {% set relations = materialization_macro() %} + {{ return(relations) }} + + {%- endif -%} + +{%- endmaterialization -%} diff --git a/core/dbt/include/global_project/macros/materializations/models/clone/create_or_replace_clone.sql b/core/dbt/include/global_project/macros/materializations/models/clone/create_or_replace_clone.sql new file mode 100644 index 00000000000..204e9e874e4 --- /dev/null +++ b/core/dbt/include/global_project/macros/materializations/models/clone/create_or_replace_clone.sql @@ -0,0 +1,7 @@ +{% macro create_or_replace_clone(this_relation, defer_relation) %} + {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }} +{% endmacro %} + +{% macro default__create_or_replace_clone(this_relation, defer_relation) %} + create or replace table {{ this_relation }} clone {{ defer_relation }} +{% endmacro %} diff --git a/core/dbt/include/global_project/macros/materializations/models/materialized_view.sql b/core/dbt/include/global_project/macros/materializations/models/materialized_view.sql new file mode 100644 index 00000000000..6dc30bf9a9a --- /dev/null +++ b/core/dbt/include/global_project/macros/materializations/models/materialized_view.sql @@ -0,0 +1,121 @@ +{% materialization materialized_view, default %} + {% set existing_relation = load_cached_relation(this) %} + {% set target_relation = this.incorporate(type=this.MaterializedView) %} + {% set intermediate_relation = make_intermediate_relation(target_relation) %} + {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %} + {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %} + + {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }} + + {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %} + + {% if build_sql == '' %} + {{ materialized_view_execute_no_op(target_relation) }} + {% else %} + {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }} + {% endif %} + + {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }} + + {{ return({'relations': [target_relation]}) }} + +{% endmaterialization %} + + +{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %} + + -- backup_relation and intermediate_relation should not already exist in the database + -- it's possible these exist because of a previous run that exited unexpectedly + {% set preexisting_backup_relation = load_cached_relation(backup_relation) %} + {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %} + + -- drop the temp relations if they exist already in the database + {{ drop_relation_if_exists(preexisting_backup_relation) }} + {{ drop_relation_if_exists(preexisting_intermediate_relation) }} + + {{ run_hooks(pre_hooks, inside_transaction=False) }} + +{% endmacro %} + + +{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %} + + -- drop the temp relations if they exist to leave the database clean for the next run + {{ drop_relation_if_exists(backup_relation) }} + {{ drop_relation_if_exists(intermediate_relation) }} + + {{ run_hooks(post_hooks, inside_transaction=False) }} + +{% endmacro %} + + +{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %} + + {% set full_refresh_mode = should_full_refresh() %} + + -- determine the scenario we're in: create, full_refresh, alter, refresh data + {% if existing_relation is none %} + {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %} + {% elif full_refresh_mode or not existing_relation.is_materialized_view %} + {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %} + {% else %} + + -- get config options + {% set on_configuration_change = config.get('on_configuration_change') %} + {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %} + + {% if configuration_changes is none %} + {% set build_sql = refresh_materialized_view(target_relation) %} + + {% elif on_configuration_change == 'apply' %} + {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %} + {% elif on_configuration_change == 'continue' %} + {% set build_sql = '' %} + {{ exceptions.warn("Configuration changes were identified and `on_configuration_change` was set to `continue` for `" ~ target_relation ~ "`") }} + {% elif on_configuration_change == 'fail' %} + {{ exceptions.raise_fail_fast_error("Configuration changes were identified and `on_configuration_change` was set to `fail` for `" ~ target_relation ~ "`") }} + + {% else %} + -- this only happens if the user provides a value other than `apply`, 'skip', 'fail' + {{ exceptions.raise_compiler_error("Unexpected configuration scenario") }} + + {% endif %} + + {% endif %} + + {% do return(build_sql) %} + +{% endmacro %} + + +{% macro materialized_view_execute_no_op(target_relation) %} + {% do store_raw_result( + name="main", + message="skip " ~ target_relation, + code="skip", + rows_affected="-1" + ) %} +{% endmacro %} + + +{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %} + + -- `BEGIN` happens here: + {{ run_hooks(pre_hooks, inside_transaction=True) }} + + {% set grant_config = config.get('grants') %} + + {% call statement(name="main") %} + {{ build_sql }} + {% endcall %} + + {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %} + {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %} + + {% do persist_docs(target_relation, model) %} + + {{ run_hooks(post_hooks, inside_transaction=True) }} + + {{ adapter.commit() }} + +{% endmacro %} diff --git a/core/dbt/include/global_project/macros/materializations/models/table/table.sql b/core/dbt/include/global_project/macros/materializations/models/table.sql similarity index 87% rename from core/dbt/include/global_project/macros/materializations/models/table/table.sql rename to core/dbt/include/global_project/macros/materializations/models/table.sql index d142310addd..3d1122efab8 100644 --- a/core/dbt/include/global_project/macros/materializations/models/table/table.sql +++ b/core/dbt/include/global_project/macros/materializations/models/table.sql @@ -33,7 +33,12 @@ -- cleanup {% if existing_relation is not none %} - {{ adapter.rename_relation(existing_relation, backup_relation) }} + /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped + since the variable was first set. */ + {% set existing_relation = load_cached_relation(existing_relation) %} + {% if existing_relation is not none %} + {{ adapter.rename_relation(existing_relation, backup_relation) }} + {% endif %} {% endif %} {{ adapter.rename_relation(intermediate_relation, target_relation) }} diff --git a/core/dbt/include/global_project/macros/materializations/models/view/view.sql b/core/dbt/include/global_project/macros/materializations/models/view.sql similarity index 89% rename from core/dbt/include/global_project/macros/materializations/models/view/view.sql rename to core/dbt/include/global_project/macros/materializations/models/view.sql index a135da12f31..59ac6c4b976 100644 --- a/core/dbt/include/global_project/macros/materializations/models/view/view.sql +++ b/core/dbt/include/global_project/macros/materializations/models/view.sql @@ -45,7 +45,12 @@ -- cleanup -- move the existing view out of the way {% if existing_relation is not none %} - {{ adapter.rename_relation(existing_relation, backup_relation) }} + /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped + since the variable was first set. */ + {% set existing_relation = load_cached_relation(existing_relation) %} + {% if existing_relation is not none %} + {{ adapter.rename_relation(existing_relation, backup_relation) }} + {% endif %} {% endif %} {{ adapter.rename_relation(intermediate_relation, target_relation) }} diff --git a/core/dbt/include/global_project/macros/materializations/models/view/helpers.sql b/core/dbt/include/global_project/macros/materializations/models/view/helpers.sql deleted file mode 100644 index 98f57018730..00000000000 --- a/core/dbt/include/global_project/macros/materializations/models/view/helpers.sql +++ /dev/null @@ -1,8 +0,0 @@ -{% macro handle_existing_table(full_refresh, old_relation) %} - {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }} -{% endmacro %} - -{% macro default__handle_existing_table(full_refresh, old_relation) %} - {{ log("Dropping relation " ~ old_relation ~ " because it is of type " ~ old_relation.type) }} - {{ adapter.drop_relation(old_relation) }} -{% endmacro %} diff --git a/core/dbt/include/global_project/macros/materializations/seeds/seed.sql b/core/dbt/include/global_project/macros/materializations/seeds/seed.sql index d43b7f3ccf1..3b66252da96 100644 --- a/core/dbt/include/global_project/macros/materializations/seeds/seed.sql +++ b/core/dbt/include/global_project/macros/materializations/seeds/seed.sql @@ -10,7 +10,7 @@ {%- set grant_config = config.get('grants') -%} {%- set agate_table = load_agate_table() -%} - -- grab current tables grants config for comparision later on + -- grab current tables grants config for comparison later on {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%} diff --git a/core/dbt/include/global_project/macros/materializations/models/table/columns_spec_ddl.sql b/core/dbt/include/global_project/macros/relations/column/columns_spec_ddl.sql similarity index 90% rename from core/dbt/include/global_project/macros/materializations/models/table/columns_spec_ddl.sql rename to core/dbt/include/global_project/macros/relations/column/columns_spec_ddl.sql index 1ce7875868d..7a56d09e189 100644 --- a/core/dbt/include/global_project/macros/materializations/models/table/columns_spec_ddl.sql +++ b/core/dbt/include/global_project/macros/relations/column/columns_spec_ddl.sql @@ -33,10 +33,17 @@ If any differences in name, data_type or number of columns exist between the two schemas, raises a compiler error #} {% macro assert_columns_equivalent(sql) %} + + {#-- First ensure the user has defined 'columns' in yaml specification --#} + {%- set user_defined_columns = model['columns'] -%} + {%- if not user_defined_columns -%} + {{ exceptions.raise_contract_error([], []) }} + {%- endif -%} + {#-- Obtain the column schema provided by sql file. #} - {%- set sql_file_provided_columns = get_column_schema_from_query(sql) -%} + {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%} {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #} - {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(model['columns'])) -%} + {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%} {#-- create dictionaries with name and formatted data type and strings for exception #} {%- set sql_columns = format_columns(sql_file_provided_columns) -%} diff --git a/core/dbt/include/global_project/macros/relations/create.sql b/core/dbt/include/global_project/macros/relations/create.sql new file mode 100644 index 00000000000..0cd1e0a70a3 --- /dev/null +++ b/core/dbt/include/global_project/macros/relations/create.sql @@ -0,0 +1,17 @@ +{%- macro get_create_sql(relation, sql) -%} + {{- log('Applying CREATE to: ' ~ relation) -}} + {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}} +{%- endmacro -%} + + +{%- macro default__get_create_sql(relation, sql) -%} + + {%- if relation.is_materialized_view -%} + {{ get_create_materialized_view_as_sql(relation, sql) }} + + {%- else -%} + {{- exceptions.raise_compiler_error("`get_create_sql` has not been implemented for: " ~ relation.type ) -}} + + {%- endif -%} + +{%- endmacro -%} diff --git a/core/dbt/include/global_project/macros/relations/create_backup.sql b/core/dbt/include/global_project/macros/relations/create_backup.sql new file mode 100644 index 00000000000..f3fe39a6f32 --- /dev/null +++ b/core/dbt/include/global_project/macros/relations/create_backup.sql @@ -0,0 +1,17 @@ +{%- macro get_create_backup_sql(relation) -%} + {{- log('Applying CREATE BACKUP to: ' ~ relation) -}} + {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}} +{%- endmacro -%} + + +{%- macro default__get_create_backup_sql(relation) -%} + + -- get the standard backup name + {% set backup_relation = make_backup_relation(relation, relation.type) %} + + -- drop any pre-existing backup + {{ get_drop_sql(backup_relation) }}; + + {{ get_rename_sql(relation, backup_relation.identifier) }} + +{%- endmacro -%} diff --git a/core/dbt/include/global_project/macros/relations/create_intermediate.sql b/core/dbt/include/global_project/macros/relations/create_intermediate.sql new file mode 100644 index 00000000000..a6bbadc42e1 --- /dev/null +++ b/core/dbt/include/global_project/macros/relations/create_intermediate.sql @@ -0,0 +1,17 @@ +{%- macro get_create_intermediate_sql(relation, sql) -%} + {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}} + {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}} +{%- endmacro -%} + + +{%- macro default__get_create_intermediate_sql(relation, sql) -%} + + -- get the standard intermediate name + {% set intermediate_relation = make_intermediate_relation(relation) %} + + -- drop any pre-existing intermediate + {{ get_drop_sql(intermediate_relation) }}; + + {{ get_create_sql(intermediate_relation, sql) }} + +{%- endmacro -%} diff --git a/core/dbt/include/global_project/macros/relations/drop.sql b/core/dbt/include/global_project/macros/relations/drop.sql new file mode 100644 index 00000000000..58abd14d9aa --- /dev/null +++ b/core/dbt/include/global_project/macros/relations/drop.sql @@ -0,0 +1,41 @@ +{%- macro get_drop_sql(relation) -%} + {{- log('Applying DROP to: ' ~ relation) -}} + {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}} +{%- endmacro -%} + + +{%- macro default__get_drop_sql(relation) -%} + + {%- if relation.is_view -%} + {{ drop_view(relation) }} + + {%- elif relation.is_table -%} + {{ drop_table(relation) }} + + {%- elif relation.is_materialized_view -%} + {{ drop_materialized_view(relation) }} + + {%- else -%} + drop {{ relation.type }} if exists {{ relation }} cascade + + {%- endif -%} + +{%- endmacro -%} + + +{% macro drop_relation(relation) -%} + {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }} +{% endmacro %} + +{% macro default__drop_relation(relation) -%} + {% call statement('drop_relation', auto_begin=False) -%} + {{ get_drop_sql(relation) }} + {%- endcall %} +{% endmacro %} + + +{% macro drop_relation_if_exists(relation) %} + {% if relation is not none %} + {{ adapter.drop_relation(relation) }} + {% endif %} +{% endmacro %} diff --git a/core/dbt/include/global_project/macros/relations/drop_backup.sql b/core/dbt/include/global_project/macros/relations/drop_backup.sql new file mode 100644 index 00000000000..e70f7981e77 --- /dev/null +++ b/core/dbt/include/global_project/macros/relations/drop_backup.sql @@ -0,0 +1,14 @@ +{%- macro get_drop_backup_sql(relation) -%} + {{- log('Applying DROP BACKUP to: ' ~ relation) -}} + {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}} +{%- endmacro -%} + + +{%- macro default__get_drop_backup_sql(relation) -%} + + -- get the standard backup name + {% set backup_relation = make_backup_relation(relation, relation.type) %} + + {{ get_drop_sql(backup_relation) }} + +{%- endmacro -%} diff --git a/core/dbt/include/global_project/macros/relations/materialized_view/alter.sql b/core/dbt/include/global_project/macros/relations/materialized_view/alter.sql new file mode 100644 index 00000000000..3952ae88919 --- /dev/null +++ b/core/dbt/include/global_project/macros/relations/materialized_view/alter.sql @@ -0,0 +1,55 @@ +{% macro get_alter_materialized_view_as_sql( + relation, + configuration_changes, + sql, + existing_relation, + backup_relation, + intermediate_relation +) %} + {{- log('Applying ALTER to: ' ~ relation) -}} + {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')( + relation, + configuration_changes, + sql, + existing_relation, + backup_relation, + intermediate_relation + ) -}} +{% endmacro %} + + +{% macro default__get_alter_materialized_view_as_sql( + relation, + configuration_changes, + sql, + existing_relation, + backup_relation, + intermediate_relation +) %} + {{ exceptions.raise_compiler_error("Materialized views have not been implemented for this adapter.") }} +{% endmacro %} + + +{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %} + /* {# + It's recommended that configuration changes be formatted as follows: + {"<change_category>": [{"action": "<name>", "context": ...}]} + + For example: + { + "indexes": [ + {"action": "drop", "context": "index_abc"}, + {"action": "create", "context": {"columns": ["column_1", "column_2"], "type": "hash", "unique": True}}, + ], + } + + Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`. + #} */ + {{- log('Determining configuration changes on: ' ~ existing_relation) -}} + {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%} +{% endmacro %} + + +{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %} + {{ exceptions.raise_compiler_error("Materialized views have not been implemented for this adapter.") }} +{% endmacro %} diff --git a/core/dbt/include/global_project/macros/relations/materialized_view/create.sql b/core/dbt/include/global_project/macros/relations/materialized_view/create.sql new file mode 100644 index 00000000000..a0f2614c9ca --- /dev/null +++ b/core/dbt/include/global_project/macros/relations/materialized_view/create.sql @@ -0,0 +1,10 @@ +{% macro get_create_materialized_view_as_sql(relation, sql) -%} + {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}} +{%- endmacro %} + + +{% macro default__get_create_materialized_view_as_sql(relation, sql) -%} + {{ exceptions.raise_compiler_error( + "`get_create_materialized_view_as_sql` has not been implemented for this adapter." + ) }} +{% endmacro %} diff --git a/core/dbt/include/global_project/macros/relations/materialized_view/drop.sql b/core/dbt/include/global_project/macros/relations/materialized_view/drop.sql new file mode 100644 index 00000000000..e60e1dc24d0 --- /dev/null +++ b/core/dbt/include/global_project/macros/relations/materialized_view/drop.sql @@ -0,0 +1,14 @@ +{# /* +This was already implemented. Instead of creating a new macro that aligns with the standard, +this was reused and the default was maintained. This gets called by `drop_relation`, which +actually executes the drop, and `get_drop_sql`, which returns the template. +*/ #} + +{% macro drop_materialized_view(relation) -%} + {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }} +{%- endmacro %} + + +{% macro default__drop_materialized_view(relation) -%} + drop materialized view if exists {{ relation }} cascade +{%- endmacro %} diff --git a/core/dbt/include/global_project/macros/relations/materialized_view/refresh.sql b/core/dbt/include/global_project/macros/relations/materialized_view/refresh.sql new file mode 100644 index 00000000000..d6b2732107a --- /dev/null +++ b/core/dbt/include/global_project/macros/relations/materialized_view/refresh.sql @@ -0,0 +1,9 @@ +{% macro refresh_materialized_view(relation) %} + {{- log('Applying REFRESH to: ' ~ relation) -}} + {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}} +{% endmacro %} + + +{% macro default__refresh_materialized_view(relation) %} + {{ exceptions.raise_compiler_error("`refresh_materialized_view` has not been implemented for this adapter.") }} +{% endmacro %} diff --git a/core/dbt/include/global_project/macros/relations/materialized_view/rename.sql b/core/dbt/include/global_project/macros/relations/materialized_view/rename.sql new file mode 100644 index 00000000000..abd5babf68e --- /dev/null +++ b/core/dbt/include/global_project/macros/relations/materialized_view/rename.sql @@ -0,0 +1,10 @@ +{% macro get_rename_materialized_view_sql(relation, new_name) %} + {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}} +{% endmacro %} + + +{% macro default__get_rename_materialized_view_sql(relation, new_name) %} + {{ exceptions.raise_compiler_error( + "`get_rename_materialized_view_sql` has not been implemented for this adapter." + ) }} +{% endmacro %} diff --git a/core/dbt/include/global_project/macros/relations/materialized_view/replace.sql b/core/dbt/include/global_project/macros/relations/materialized_view/replace.sql new file mode 100644 index 00000000000..0660f86b564 --- /dev/null +++ b/core/dbt/include/global_project/macros/relations/materialized_view/replace.sql @@ -0,0 +1,10 @@ +{% macro get_replace_materialized_view_sql(relation, sql) %} + {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}} +{% endmacro %} + + +{% macro default__get_replace_materialized_view_sql(relation, sql) %} + {{ exceptions.raise_compiler_error( + "`get_replace_materialized_view_sql` has not been implemented for this adapter." + ) }} +{% endmacro %} diff --git a/core/dbt/include/global_project/macros/relations/rename.sql b/core/dbt/include/global_project/macros/relations/rename.sql new file mode 100644 index 00000000000..d7f3a72e29a --- /dev/null +++ b/core/dbt/include/global_project/macros/relations/rename.sql @@ -0,0 +1,35 @@ +{%- macro get_rename_sql(relation, new_name) -%} + {{- log('Applying RENAME to: ' ~ relation) -}} + {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}} +{%- endmacro -%} + + +{%- macro default__get_rename_sql(relation, new_name) -%} + + {%- if relation.is_view -%} + {{ get_rename_view_sql(relation, new_name) }} + + {%- elif relation.is_table -%} + {{ get_rename_table_sql(relation, new_name) }} + + {%- elif relation.is_materialized_view -%} + {{ get_rename_materialized_view_sql(relation, new_name) }} + + {%- else -%} + {{- exceptions.raise_compiler_error("`get_rename_sql` has not been implemented for: " ~ relation.type ) -}} + + {%- endif -%} + +{%- endmacro -%} + + +{% macro rename_relation(from_relation, to_relation) -%} + {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }} +{% endmacro %} + +{% macro default__rename_relation(from_relation, to_relation) -%} + {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %} + {% call statement('rename_relation') -%} + alter table {{ from_relation }} rename to {{ target_name }} + {%- endcall %} +{% endmacro %} diff --git a/core/dbt/include/global_project/macros/relations/rename_intermediate.sql b/core/dbt/include/global_project/macros/relations/rename_intermediate.sql new file mode 100644 index 00000000000..5df238b67d7 --- /dev/null +++ b/core/dbt/include/global_project/macros/relations/rename_intermediate.sql @@ -0,0 +1,14 @@ +{%- macro get_rename_intermediate_sql(relation) -%} + {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}} + {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}} +{%- endmacro -%} + + +{%- macro default__get_rename_intermediate_sql(relation) -%} + + -- get the standard intermediate name + {% set intermediate_relation = make_intermediate_relation(relation) %} + + {{ get_rename_sql(intermediate_relation, relation.identifier) }} + +{%- endmacro -%} diff --git a/core/dbt/include/global_project/macros/relations/replace.sql b/core/dbt/include/global_project/macros/relations/replace.sql new file mode 100644 index 00000000000..61c72cd3f4f --- /dev/null +++ b/core/dbt/include/global_project/macros/relations/replace.sql @@ -0,0 +1,50 @@ +{% macro get_replace_sql(existing_relation, target_relation, sql) %} + {{- log('Applying REPLACE to: ' ~ existing_relation) -}} + {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}} +{% endmacro %} + + +{% macro default__get_replace_sql(existing_relation, target_relation, sql) %} + + {# /* use a create or replace statement if possible */ #} + + {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.is_replaceable %} + + {% if is_replaceable and existing_relation.is_view %} + {{ get_replace_view_sql(target_relation, sql) }} + + {% elif is_replaceable and existing_relation.is_table %} + {{ get_replace_table_sql(target_relation, sql) }} + + {% elif is_replaceable and existing_relation.is_materialized_view %} + {{ get_replace_materialized_view_sql(target_relation, sql) }} + + {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #} + + {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #} + {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%} + {{ get_create_intermediate_sql(target_relation, sql) }}; + {{ get_create_backup_sql(existing_relation) }}; + {{ get_rename_intermediate_sql(target_relation) }}; + {{ get_drop_backup_sql(existing_relation) }} + + {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #} + {%- elif target_relation.can_be_renamed -%} + {{ get_create_intermediate_sql(target_relation, sql) }}; + {{ get_drop_sql(existing_relation) }}; + {{ get_rename_intermediate_sql(target_relation) }} + + {# /* create target_relation in place by first backing up the existing relation */ #} + {%- elif existing_relation.can_be_renamed -%} + {{ get_create_backup_sql(existing_relation) }}; + {{ get_create_sql(target_relation, sql) }}; + {{ get_drop_backup_sql(existing_relation) }} + + {# /* no renaming is allowed, so just drop and create */ #} + {%- else -%} + {{ get_drop_sql(existing_relation) }}; + {{ get_create_sql(target_relation, sql) }} + + {%- endif -%} + +{% endmacro %} diff --git a/core/dbt/include/global_project/macros/materializations/models/table/create_table_as.sql b/core/dbt/include/global_project/macros/relations/table/create.sql similarity index 76% rename from core/dbt/include/global_project/macros/materializations/models/table/create_table_as.sql rename to core/dbt/include/global_project/macros/relations/table/create.sql index af70f12bc31..8e15d85d9cd 100644 --- a/core/dbt/include/global_project/macros/materializations/models/table/create_table_as.sql +++ b/core/dbt/include/global_project/macros/relations/table/create.sql @@ -36,15 +36,24 @@ ); {%- endmacro %} + +{% macro default__get_column_names() %} + {#- loop through user_provided_columns to get column names -#} + {%- set user_provided_columns = model['columns'] -%} + {%- for i in user_provided_columns %} + {%- set col = user_provided_columns[i] -%} + {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%} + {{ col_name }}{{ ", " if not loop.last }} + {%- endfor -%} +{% endmacro %} + + {% macro get_select_subquery(sql) %} {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }} {% endmacro %} {% macro default__get_select_subquery(sql) %} - select - {% for column in model['columns'] %} - {{ column }}{{ ", " if not loop.last }} - {% endfor %} + select {{ adapter.dispatch('get_column_names', 'dbt')() }} from ( {{ sql }} ) as model_subq diff --git a/core/dbt/include/global_project/macros/relations/table/drop.sql b/core/dbt/include/global_project/macros/relations/table/drop.sql new file mode 100644 index 00000000000..359bab66db5 --- /dev/null +++ b/core/dbt/include/global_project/macros/relations/table/drop.sql @@ -0,0 +1,14 @@ +{# /* +This was already implemented. Instead of creating a new macro that aligns with the standard, +this was reused and the default was maintained. This gets called by `drop_relation`, which +actually executes the drop, and `get_drop_sql`, which returns the template. +*/ #} + +{% macro drop_table(relation) -%} + {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }} +{%- endmacro %} + + +{% macro default__drop_table(relation) -%} + drop table if exists {{ relation }} cascade +{%- endmacro %} diff --git a/core/dbt/include/global_project/macros/relations/table/rename.sql b/core/dbt/include/global_project/macros/relations/table/rename.sql new file mode 100644 index 00000000000..4688780d68d --- /dev/null +++ b/core/dbt/include/global_project/macros/relations/table/rename.sql @@ -0,0 +1,10 @@ +{% macro get_rename_table_sql(relation, new_name) %} + {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}} +{% endmacro %} + + +{% macro default__get_rename_table_sql(relation, new_name) %} + {{ exceptions.raise_compiler_error( + "`get_rename_table_sql` has not been implemented for this adapter." + ) }} +{% endmacro %} diff --git a/core/dbt/include/global_project/macros/relations/table/replace.sql b/core/dbt/include/global_project/macros/relations/table/replace.sql new file mode 100644 index 00000000000..69bfa2deeb8 --- /dev/null +++ b/core/dbt/include/global_project/macros/relations/table/replace.sql @@ -0,0 +1,10 @@ +{% macro get_replace_table_sql(relation, sql) %} + {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}} +{% endmacro %} + + +{% macro default__get_replace_table_sql(relation, sql) %} + {{ exceptions.raise_compiler_error( + "`get_replace_table_sql` has not been implemented for this adapter." + ) }} +{% endmacro %} diff --git a/core/dbt/include/global_project/macros/materializations/models/view/create_view_as.sql b/core/dbt/include/global_project/macros/relations/view/create.sql similarity index 100% rename from core/dbt/include/global_project/macros/materializations/models/view/create_view_as.sql rename to core/dbt/include/global_project/macros/relations/view/create.sql diff --git a/core/dbt/include/global_project/macros/relations/view/drop.sql b/core/dbt/include/global_project/macros/relations/view/drop.sql new file mode 100644 index 00000000000..c905f8da059 --- /dev/null +++ b/core/dbt/include/global_project/macros/relations/view/drop.sql @@ -0,0 +1,14 @@ +{# /* +This was already implemented. Instead of creating a new macro that aligns with the standard, +this was reused and the default was maintained. This gets called by `drop_relation`, which +actually executes the drop, and `get_drop_sql`, which returns the template. +*/ #} + +{% macro drop_view(relation) -%} + {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }} +{%- endmacro %} + + +{% macro default__drop_view(relation) -%} + drop view if exists {{ relation }} cascade +{%- endmacro %} diff --git a/core/dbt/include/global_project/macros/relations/view/rename.sql b/core/dbt/include/global_project/macros/relations/view/rename.sql new file mode 100644 index 00000000000..165dd514e40 --- /dev/null +++ b/core/dbt/include/global_project/macros/relations/view/rename.sql @@ -0,0 +1,10 @@ +{% macro get_rename_view_sql(relation, new_name) %} + {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}} +{% endmacro %} + + +{% macro default__get_rename_view_sql(relation, new_name) %} + {{ exceptions.raise_compiler_error( + "`get_rename_view_sql` has not been implemented for this adapter." + ) }} +{% endmacro %} diff --git a/core/dbt/include/global_project/macros/materializations/models/view/create_or_replace_view.sql b/core/dbt/include/global_project/macros/relations/view/replace.sql similarity index 67% rename from core/dbt/include/global_project/macros/materializations/models/view/create_or_replace_view.sql rename to core/dbt/include/global_project/macros/relations/view/replace.sql index 2846a322e82..1da061347db 100644 --- a/core/dbt/include/global_project/macros/materializations/models/view/create_or_replace_view.sql +++ b/core/dbt/include/global_project/macros/relations/view/replace.sql @@ -1,7 +1,19 @@ +{% macro get_replace_view_sql(relation, sql) %} + {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}} +{% endmacro %} + + +{% macro default__get_replace_view_sql(relation, sql) %} + {{ exceptions.raise_compiler_error( + "`get_replace_view_sql` has not been implemented for this adapter." + ) }} +{% endmacro %} + + /* {# Core materialization implementation. BigQuery and Snowflake are similar - because both can use `create or replace view` where the resulting view schema - is not necessarily the same as the existing view. On Redshift, this would + because both can use `create or replace view` where the resulting view's columns + are not necessarily the same as those of the existing view. On Redshift, this would result in: ERROR: cannot change number of columns in view This implementation is superior to the create_temp, swap_with_existing, drop_old @@ -42,3 +54,13 @@ {{ return({'relations': [target_relation]}) }} {% endmacro %} + + +{% macro handle_existing_table(full_refresh, old_relation) %} + {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }} +{% endmacro %} + +{% macro default__handle_existing_table(full_refresh, old_relation) %} + {{ log("Dropping relation " ~ old_relation ~ " because it is of type " ~ old_relation.type) }} + {{ adapter.drop_relation(old_relation) }} +{% endmacro %} diff --git a/core/dbt/include/global_project/macros/utils/split_part.sql b/core/dbt/include/global_project/macros/utils/split_part.sql index cecc4497b58..766539ac0c1 100644 --- a/core/dbt/include/global_project/macros/utils/split_part.sql +++ b/core/dbt/include/global_project/macros/utils/split_part.sql @@ -20,7 +20,7 @@ length({{ string_text }}) - length( replace({{ string_text }}, {{ delimiter_text }}, '') - ) + 2 {{ part_number }} + ) + 2 + {{ part_number }} ) {% endmacro %} diff --git a/core/dbt/include/index.html b/core/dbt/include/index.html index 5631ac61c36..2bcc7941efc 100644 --- a/core/dbt/include/index.html +++ b/core/dbt/include/index.html @@ -24,7 +24,7 @@ <body> <div style="display:none"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 16 16"><title>icons
- diff --git a/core/dbt/logger.py b/core/dbt/logger.py index 0c7ba2fe8f2..d4095fb73bf 100644 --- a/core/dbt/logger.py +++ b/core/dbt/logger.py @@ -347,111 +347,12 @@ def make_record(self, message, exception, filename, lineno): DebugWarnings().__enter__() -class DelayedFileHandler(logbook.RotatingFileHandler, FormatterMixin): - def __init__( - self, - log_dir: Optional[str] = None, - level=logbook.DEBUG, - filter=None, - bubble=True, - max_size=10 * 1024 * 1024, # 10 mb - backup_count=5, - ) -> None: - self.disabled = False - self._msg_buffer: Optional[List[logbook.LogRecord]] = [] - # if we get 1k messages without a logfile being set, something is wrong - self._bufmax = 1000 - self._log_path: Optional[str] = None - # we need the base handler class' __init__ to run so handling works - logbook.Handler.__init__(self, level, filter, bubble) - if log_dir is not None: - self.set_path(log_dir) - self._text_format_string = None - self._max_size = max_size - self._backup_count = backup_count - - def reset(self): - if self.initialized: - self.close() - self._log_path = None - self._msg_buffer = [] - self.disabled = False - - @property - def initialized(self): - return self._log_path is not None - - def set_path(self, log_dir): - """log_dir can be the path to a log directory, or `None` to avoid - writing to a file (for `dbt debug`). - """ - if self.disabled: - return - - assert not self.initialized, "set_path called after being set" - - if log_dir is None: - self.disabled = True - return - - make_log_dir_if_missing(log_dir) - log_path = os.path.join(log_dir, "dbt.log.legacy") # TODO hack for now - self._super_init(log_path) - self._replay_buffered() - self._log_path = log_path - - def _super_init(self, log_path): - logbook.RotatingFileHandler.__init__( - self, - filename=log_path, - level=self.level, - filter=self.filter, - delay=True, - max_size=self._max_size, - backup_count=self._backup_count, - bubble=self.bubble, - format_string=DEBUG_LOG_FORMAT, - ) - FormatterMixin.__init__(self, DEBUG_LOG_FORMAT) - - def _replay_buffered(self): - assert self._msg_buffer is not None, "_msg_buffer should never be None in _replay_buffered" - for record in self._msg_buffer: - super().emit(record) - self._msg_buffer = None - - def format(self, record: logbook.LogRecord) -> str: - msg = super().format(record) - subbed = str(msg) - for escape_sequence in dbt.ui.COLORS.values(): - subbed = subbed.replace(escape_sequence, "") - return subbed - - def emit(self, record: logbook.LogRecord): - """emit is not thread-safe with set_path, but it is thread-safe with - itself - """ - if self.disabled: - return - elif self.initialized: - super().emit(record) - else: - assert ( - self._msg_buffer is not None - ), "_msg_buffer should never be None if _log_path is set" - self._msg_buffer.append(record) - assert ( - len(self._msg_buffer) < self._bufmax - ), "too many messages received before initilization!" - - class LogManager(logbook.NestedSetup): def __init__(self, stdout=sys.stdout, stderr=sys.stderr): self.stdout = stdout self.stderr = stderr self._null_handler = logbook.NullHandler() self._output_handler = OutputHandler(self.stdout) - self._file_handler = DelayedFileHandler() self._relevel_processor = Relevel(allowed=["dbt", "werkzeug"]) self._state_processor = DbtProcessState("internal") self._scrub_processor = ScrubSecrets() @@ -463,7 +364,6 @@ def __init__(self, stdout=sys.stdout, stderr=sys.stderr): [ self._null_handler, self._output_handler, - self._file_handler, self._relevel_processor, self._state_processor, self._scrub_processor, @@ -487,6 +387,15 @@ def add_handler(self, handler): """add an handler to the log manager that runs before the file handler.""" self.objects.append(handler) + def set_path(self, _): + """No-op that allows dbt-rpc to not break. See GH #7661""" + pass + + @property + def initialized(self): + """Dummy return value for dbt-rpc. See GH#7661""" + return True + # this is used by `dbt ls` to allow piping stdout to jq, etc def stderr_console(self): """Output to stderr at WARNING level instead of stdout""" @@ -502,12 +411,6 @@ def set_debug(self): self._output_handler.set_text_format(DEBUG_LOG_FORMAT) self._output_handler.level = logbook.DEBUG - def set_path(self, path): - self._file_handler.set_path(path) - - def initialized(self): - return self._file_handler.initialized - def format_json(self): for handler in self.objects: if isinstance(handler, FormatterMixin): @@ -566,7 +469,7 @@ class ListLogHandler(LogMessageHandler): def __init__( self, level: int = logbook.NOTSET, - filter: Callable = None, + filter: Optional[Callable] = None, bubble: bool = False, lst: Optional[List[LogMessage]] = None, ) -> None: diff --git a/core/dbt/node_types.py b/core/dbt/node_types.py index 1312d7ace3e..b2825b29e09 100644 --- a/core/dbt/node_types.py +++ b/core/dbt/node_types.py @@ -4,8 +4,8 @@ class AccessType(StrEnum): - Protected = "protected" Private = "private" + Protected = "protected" Public = "public" @classmethod @@ -26,13 +26,14 @@ class NodeType(StrEnum): Seed = "seed" # TODO: rm? RPCCall = "rpc" - SqlOperation = "sql operation" + SqlOperation = "sql_operation" Documentation = "doc" Source = "source" Macro = "macro" Exposure = "exposure" Metric = "metric" Group = "group" + SemanticModel = "semantic_model" @classmethod def executable(cls) -> List["NodeType"]: diff --git a/core/dbt/parser/base.py b/core/dbt/parser/base.py index ee9c45e5dc7..17672de1b24 100644 --- a/core/dbt/parser/base.py +++ b/core/dbt/parser/base.py @@ -71,20 +71,43 @@ def __init__( class RelationUpdate: def __init__(self, config: RuntimeConfig, manifest: Manifest, component: str) -> None: - macro = manifest.find_generate_macro_by_name( + default_macro = manifest.find_generate_macro_by_name( component=component, root_project_name=config.project_name, ) - if macro is None: + if default_macro is None: raise DbtInternalError(f"No macro with name generate_{component}_name found") - root_context = generate_generate_name_macro_context(macro, config, manifest) - self.updater = MacroGenerator(macro, root_context) + default_macro_context = generate_generate_name_macro_context( + default_macro, config, manifest + ) + self.default_updater = MacroGenerator(default_macro, default_macro_context) + + package_names = config.dependencies.keys() if config.dependencies else {} + package_updaters = {} + for package_name in package_names: + package_macro = manifest.find_generate_macro_by_name( + component=component, + root_project_name=config.project_name, + imported_package=package_name, + ) + if package_macro: + imported_macro_context = generate_generate_name_macro_context( + package_macro, config, manifest + ) + package_updaters[package_macro.package_name] = MacroGenerator( + package_macro, imported_macro_context + ) + + self.package_updaters = package_updaters self.component = component - def __call__(self, parsed_node: Any, config_dict: Dict[str, Any]) -> None: - override = config_dict.get(self.component) - new_value = self.updater(override, parsed_node) + def __call__(self, parsed_node: Any, override: Optional[str]) -> None: + if parsed_node.package_name in self.package_updaters: + new_value = self.package_updaters[parsed_node.package_name](override, parsed_node) + else: + new_value = self.default_updater(override, parsed_node) + if isinstance(new_value, str): new_value = new_value.strip() setattr(parsed_node, self.component, new_value) @@ -213,6 +236,7 @@ def _create_parsetime_node( "checksum": block.file.checksum.to_dict(omit_none=True), } dct.update(kwargs) + try: return self.parse_from_dict(dct, validate=True) except ValidationError as exc: @@ -256,9 +280,19 @@ def update_parsed_node_config_dict( def update_parsed_node_relation_names( self, parsed_node: IntermediateNode, config_dict: Dict[str, Any] ) -> None: - self._update_node_database(parsed_node, config_dict) - self._update_node_schema(parsed_node, config_dict) - self._update_node_alias(parsed_node, config_dict) + + # These call the RelationUpdate callable to go through generate_name macros + self._update_node_database(parsed_node, config_dict.get("database")) + self._update_node_schema(parsed_node, config_dict.get("schema")) + self._update_node_alias(parsed_node, config_dict.get("alias")) + + # Snapshot nodes use special "target_database" and "target_schema" fields for some reason + if parsed_node.resource_type == NodeType.Snapshot: + if "target_database" in config_dict and config_dict["target_database"]: + parsed_node.database = config_dict["target_database"] + if "target_schema" in config_dict and config_dict["target_schema"]: + parsed_node.schema = config_dict["target_schema"] + self._update_node_relation_name(parsed_node) def update_parsed_node_config( @@ -325,7 +359,7 @@ def update_parsed_node_config( # do this once before we parse the node database/schema/alias, so # parsed_node.config is what it would be if they did nothing self.update_parsed_node_config_dict(parsed_node, config_dict) - # This updates the node database/schema/alias + # This updates the node database/schema/alias/relation_name self.update_parsed_node_relation_names(parsed_node, config_dict) # tests don't have hooks diff --git a/core/dbt/parser/common.py b/core/dbt/parser/common.py new file mode 100644 index 00000000000..0e10d9c6cf0 --- /dev/null +++ b/core/dbt/parser/common.py @@ -0,0 +1,222 @@ +from dbt.contracts.graph.unparsed import ( + HasColumnProps, + UnparsedColumn, + UnparsedNodeUpdate, + UnparsedMacroUpdate, + UnparsedAnalysisUpdate, + UnparsedExposure, + UnparsedModelUpdate, +) +from dbt.contracts.graph.unparsed import NodeVersion, HasColumnTests, HasColumnDocs +from dbt.contracts.graph.nodes import ( + UnpatchedSourceDefinition, + ColumnInfo, + ColumnLevelConstraint, + ConstraintType, +) +from dbt.parser.search import FileBlock +from typing import List, Dict, Any, TypeVar, Generic, Union, Optional +from dataclasses import dataclass +from dbt.exceptions import DbtInternalError, ParsingError + + +def trimmed(inp: str) -> str: + if len(inp) < 50: + return inp + return inp[:44] + "..." + inp[-3:] + + +TestDef = Union[str, Dict[str, Any]] + + +Target = TypeVar( + "Target", + UnparsedNodeUpdate, + UnparsedMacroUpdate, + UnparsedAnalysisUpdate, + UnpatchedSourceDefinition, + UnparsedExposure, + UnparsedModelUpdate, +) + + +ColumnTarget = TypeVar( + "ColumnTarget", + UnparsedModelUpdate, + UnparsedNodeUpdate, + UnparsedAnalysisUpdate, + UnpatchedSourceDefinition, +) + +Versioned = TypeVar("Versioned", bound=UnparsedModelUpdate) + +Testable = TypeVar("Testable", UnparsedNodeUpdate, UnpatchedSourceDefinition, UnparsedModelUpdate) + + +@dataclass +class YamlBlock(FileBlock): + data: Dict[str, Any] + + @classmethod + def from_file_block(cls, src: FileBlock, data: Dict[str, Any]): + return cls( + file=src.file, + data=data, + ) + + +@dataclass +class TargetBlock(YamlBlock, Generic[Target]): + target: Target + + @property + def name(self): + return self.target.name + + @property + def columns(self): + return [] + + @property + def tests(self) -> List[TestDef]: + return [] + + @classmethod + def from_yaml_block(cls, src: YamlBlock, target: Target) -> "TargetBlock[Target]": + return cls( + file=src.file, + data=src.data, + target=target, + ) + + +@dataclass +class TargetColumnsBlock(TargetBlock[ColumnTarget], Generic[ColumnTarget]): + @property + def columns(self): + if self.target.columns is None: + return [] + else: + return self.target.columns + + +@dataclass +class TestBlock(TargetColumnsBlock[Testable], Generic[Testable]): + @property + def tests(self) -> List[TestDef]: + if self.target.tests is None: + return [] + else: + return self.target.tests + + @property + def quote_columns(self) -> Optional[bool]: + return self.target.quote_columns + + @classmethod + def from_yaml_block(cls, src: YamlBlock, target: Testable) -> "TestBlock[Testable]": + return cls( + file=src.file, + data=src.data, + target=target, + ) + + +@dataclass +class VersionedTestBlock(TestBlock, Generic[Versioned]): + @property + def columns(self): + if not self.target.versions: + return super().columns + else: + raise DbtInternalError(".columns for VersionedTestBlock with versions") + + @property + def tests(self) -> List[TestDef]: + if not self.target.versions: + return super().tests + else: + raise DbtInternalError(".tests for VersionedTestBlock with versions") + + @classmethod + def from_yaml_block(cls, src: YamlBlock, target: Versioned) -> "VersionedTestBlock[Versioned]": + return cls( + file=src.file, + data=src.data, + target=target, + ) + + +@dataclass +class GenericTestBlock(TestBlock[Testable], Generic[Testable]): + test: Dict[str, Any] + column_name: Optional[str] + tags: List[str] + version: Optional[NodeVersion] + + @classmethod + def from_test_block( + cls, + src: TestBlock, + test: Dict[str, Any], + column_name: Optional[str], + tags: List[str], + version: Optional[NodeVersion], + ) -> "GenericTestBlock": + return cls( + file=src.file, + data=src.data, + target=src.target, + test=test, + column_name=column_name, + tags=tags, + version=version, + ) + + +class ParserRef: + """A helper object to hold parse-time references.""" + + def __init__(self) -> None: + self.column_info: Dict[str, ColumnInfo] = {} + + def _add(self, column: HasColumnProps) -> None: + tags: List[str] = [] + tags.extend(getattr(column, "tags", ())) + quote: Optional[bool] + if isinstance(column, UnparsedColumn): + quote = column.quote + else: + quote = None + + if any( + c + for c in column.constraints + if "type" not in c or not ConstraintType.is_valid(c["type"]) + ): + raise ParsingError(f"Invalid constraint type on column {column.name}") + + self.column_info[column.name] = ColumnInfo( + name=column.name, + description=column.description, + data_type=column.data_type, + constraints=[ColumnLevelConstraint.from_dict(c) for c in column.constraints], + meta=column.meta, + tags=tags, + quote=quote, + _extra=column.extra, + ) + + @classmethod + def from_target(cls, target: Union[HasColumnDocs, HasColumnTests]) -> "ParserRef": + refs = cls() + for column in target.columns: + refs._add(column) + return refs + + @classmethod + def from_versioned_target(cls, target: Versioned, version: NodeVersion) -> "ParserRef": + refs = cls() + for base_column in target.get_columns_for_version(version): + refs._add(base_column) + return refs diff --git a/core/dbt/parser/generic_test.py b/core/dbt/parser/generic_test.py index 78122ea7e34..88efc3c7dce 100644 --- a/core/dbt/parser/generic_test.py +++ b/core/dbt/parser/generic_test.py @@ -7,13 +7,10 @@ from dbt.contracts.graph.nodes import GenericTestNode, Macro from dbt.contracts.graph.unparsed import UnparsedMacro from dbt.contracts.files import SourceFile -from dbt.events.functions import fire_event -from dbt.events.types import GenericTestFileParse from dbt.node_types import NodeType from dbt.parser.base import BaseParser from dbt.parser.search import FileBlock from dbt.utils import MACRO_PREFIX -from dbt.flags import get_flags class GenericTestParser(BaseParser[GenericTestNode]): @@ -25,7 +22,7 @@ def resource_type(self) -> NodeType: def get_compiled_path(cls, block: FileBlock): return block.path.relative_path - def parse_generic_test( + def create_generic_test_macro( self, block: jinja.BlockTag, base_node: UnparsedMacro, name: str ) -> Macro: unique_id = self.generate_unique_id(name) @@ -79,7 +76,7 @@ def parse_unparsed_generic_test(self, base_node: UnparsedMacro) -> Iterable[Macr continue name: str = generic_test_name.replace(MACRO_PREFIX, "") - node = self.parse_generic_test(block, base_node, name) + node = self.create_generic_test_macro(block, base_node, name) yield node def parse_file(self, block: FileBlock): @@ -87,8 +84,6 @@ def parse_file(self, block: FileBlock): source_file = block.file assert isinstance(source_file.contents, str) original_file_path = source_file.path.original_file_path - if get_flags().MACRO_DEBUGGING: - fire_event(GenericTestFileParse(path=original_file_path)) # this is really only used for error messages base_node = UnparsedMacro( diff --git a/core/dbt/parser/generic_test_builders.py b/core/dbt/parser/generic_test_builders.py index 34afcaa5ba6..69c86853162 100644 --- a/core/dbt/parser/generic_test_builders.py +++ b/core/dbt/parser/generic_test_builders.py @@ -1,9 +1,7 @@ import re from copy import deepcopy -from dataclasses import dataclass from typing import ( Generic, - TypeVar, Dict, Any, Tuple, @@ -14,12 +12,8 @@ from dbt.clients.jinja import get_rendered, GENERIC_TEST_KWARGS_NAME from dbt.contracts.graph.nodes import UnpatchedSourceDefinition from dbt.contracts.graph.unparsed import ( - TestDef, NodeVersion, - UnparsedAnalysisUpdate, - UnparsedMacroUpdate, UnparsedNodeUpdate, - UnparsedExposure, UnparsedModelUpdate, ) from dbt.exceptions import ( @@ -34,9 +28,8 @@ TestNameNotStringError, UnexpectedTestNamePatternError, UndefinedMacroError, - DbtInternalError, ) -from dbt.parser.search import FileBlock +from dbt.parser.common import Testable from dbt.utils import md5 @@ -83,150 +76,6 @@ def synthesize_generic_test_names( return short_name, full_name -@dataclass -class YamlBlock(FileBlock): - data: Dict[str, Any] - - @classmethod - def from_file_block(cls, src: FileBlock, data: Dict[str, Any]): - return cls( - file=src.file, - data=data, - ) - - -Versioned = TypeVar("Versioned", bound=UnparsedModelUpdate) - -Testable = TypeVar("Testable", UnparsedNodeUpdate, UnpatchedSourceDefinition, UnparsedModelUpdate) - -ColumnTarget = TypeVar( - "ColumnTarget", - UnparsedModelUpdate, - UnparsedNodeUpdate, - UnparsedAnalysisUpdate, - UnpatchedSourceDefinition, -) - -Target = TypeVar( - "Target", - UnparsedNodeUpdate, - UnparsedMacroUpdate, - UnparsedAnalysisUpdate, - UnpatchedSourceDefinition, - UnparsedExposure, - UnparsedModelUpdate, -) - - -@dataclass -class TargetBlock(YamlBlock, Generic[Target]): - target: Target - - @property - def name(self): - return self.target.name - - @property - def columns(self): - return [] - - @property - def tests(self) -> List[TestDef]: - return [] - - @classmethod - def from_yaml_block(cls, src: YamlBlock, target: Target) -> "TargetBlock[Target]": - return cls( - file=src.file, - data=src.data, - target=target, - ) - - -@dataclass -class TargetColumnsBlock(TargetBlock[ColumnTarget], Generic[ColumnTarget]): - @property - def columns(self): - if self.target.columns is None: - return [] - else: - return self.target.columns - - -@dataclass -class TestBlock(TargetColumnsBlock[Testable], Generic[Testable]): - @property - def tests(self) -> List[TestDef]: - if self.target.tests is None: - return [] - else: - return self.target.tests - - @property - def quote_columns(self) -> Optional[bool]: - return self.target.quote_columns - - @classmethod - def from_yaml_block(cls, src: YamlBlock, target: Testable) -> "TestBlock[Testable]": - return cls( - file=src.file, - data=src.data, - target=target, - ) - - -@dataclass -class VersionedTestBlock(TestBlock, Generic[Versioned]): - @property - def columns(self): - if not self.target.versions: - return super().columns - else: - raise DbtInternalError(".columns for VersionedTestBlock with versions") - - @property - def tests(self) -> List[TestDef]: - if not self.target.versions: - return super().tests - else: - raise DbtInternalError(".tests for VersionedTestBlock with versions") - - @classmethod - def from_yaml_block(cls, src: YamlBlock, target: Versioned) -> "VersionedTestBlock[Versioned]": - return cls( - file=src.file, - data=src.data, - target=target, - ) - - -@dataclass -class GenericTestBlock(TestBlock[Testable], Generic[Testable]): - test: Dict[str, Any] - column_name: Optional[str] - tags: List[str] - version: Optional[NodeVersion] - - @classmethod - def from_test_block( - cls, - src: TestBlock, - test: Dict[str, Any], - column_name: Optional[str], - tags: List[str], - version: Optional[NodeVersion], - ) -> "GenericTestBlock": - return cls( - file=src.file, - data=src.data, - target=src.target, - test=test, - column_name=column_name, - tags=tags, - version=version, - ) - - class TestBuilder(Generic[Testable]): """An object to hold assorted test settings and perform basic parsing @@ -264,7 +113,7 @@ def __init__( target: Testable, package_name: str, render_ctx: Dict[str, Any], - column_name: str = None, + column_name: Optional[str] = None, version: Optional[NodeVersion] = None, ) -> None: test_name, test_args = self.extract_test_args(test, column_name) diff --git a/core/dbt/parser/macros.py b/core/dbt/parser/macros.py index d34a2042bda..7178222fc1d 100644 --- a/core/dbt/parser/macros.py +++ b/core/dbt/parser/macros.py @@ -7,13 +7,10 @@ from dbt.contracts.graph.nodes import Macro from dbt.contracts.files import FilePath, SourceFile from dbt.exceptions import ParsingError -from dbt.events.functions import fire_event -from dbt.events.types import MacroFileParse from dbt.node_types import NodeType from dbt.parser.base import BaseParser from dbt.parser.search import FileBlock, filesystem_search from dbt.utils import MACRO_PREFIX -from dbt.flags import get_flags class MacroParser(BaseParser[Macro]): @@ -84,7 +81,7 @@ def parse_unparsed_macros(self, base_node: UnparsedMacro) -> Iterable[Macro]: name: str = macro.name.replace(MACRO_PREFIX, "") node = self.parse_macro(block, base_node, name) # get supported_languages for materialization macro - if "materialization" in name: + if block.block_type_name == "materialization": node.supported_languages = jinja.get_supported_languages(macro) yield node @@ -93,8 +90,6 @@ def parse_file(self, block: FileBlock): source_file = block.file assert isinstance(source_file.contents, str) original_file_path = source_file.path.original_file_path - if get_flags().MACRO_DEBUGGING: - fire_event(MacroFileParse(path=original_file_path)) # this is really only used for error messages base_node = UnparsedMacro( diff --git a/core/dbt/parser/manifest.py b/core/dbt/parser/manifest.py index 227d434bff9..4398fa75bc7 100644 --- a/core/dbt/parser/manifest.py +++ b/core/dbt/parser/manifest.py @@ -1,15 +1,29 @@ from copy import deepcopy from dataclasses import dataclass from dataclasses import field -from datetime import datetime +import datetime import os import traceback -from typing import Dict, Optional, Mapping, Callable, Any, List, Type, Union, Tuple, Set +from typing import ( + Dict, + Optional, + Mapping, + Callable, + Any, + List, + Type, + Union, + Tuple, + Set, +) from itertools import chain import time + +from dbt.contracts.graph.semantic_manifest import SemanticManifest from dbt.events.base_types import EventLevel import json import pprint +import msgpack import dbt.exceptions import dbt.tracking @@ -21,6 +35,11 @@ get_relation_class_by_name, get_adapter_package_names, ) +from dbt.constants import ( + MANIFEST_FILE_NAME, + PARTIAL_PARSE_FILE_NAME, + SEMANTIC_MANIFEST_FILE_NAME, +) from dbt.helper_types import PathSet from dbt.events.functions import fire_event, get_invocation_id, warn_or_error from dbt.events.types import ( @@ -35,12 +54,20 @@ NodeNotFoundOrDisabled, StateCheckVarsHash, Note, + DeprecatedModel, + DeprecatedReference, + UpcomingReferenceDeprecation, ) from dbt.logger import DbtProcessState from dbt.node_types import NodeType, AccessType from dbt.clients.jinja import get_rendered, MacroStack from dbt.clients.jinja_static import statically_extract_macro_calls -from dbt.clients.system import make_directory, path_exists, read_json, write_file +from dbt.clients.system import ( + make_directory, + path_exists, + read_json, + write_file, +) from dbt.config import Project, RuntimeConfig from dbt.context.docs import generate_runtime_docs_context from dbt.context.macro_resolver import MacroResolver, TestMacroNamespace @@ -52,6 +79,7 @@ load_source_file, FileDiff, ReadFilesFromDiff, + ReadFiles, ) from dbt.parser.partial import PartialParsing, special_override_macros from dbt.contracts.graph.manifest import ( @@ -67,12 +95,19 @@ Exposure, Metric, SeedNode, + SemanticModel, ManifestNode, ResultNode, + ModelNode, + NodeRelation, ) from dbt.contracts.graph.unparsed import NodeVersion from dbt.contracts.util import Writable -from dbt.exceptions import TargetNotFoundError, AmbiguousAliasError +from dbt.exceptions import ( + TargetNotFoundError, + AmbiguousAliasError, + InvalidAccessTypeError, +) from dbt.parser.base import Parser from dbt.parser.analysis import AnalysisParser from dbt.parser.generic_test import GenericTestParser @@ -89,13 +124,54 @@ from dbt.version import __version__ from dbt.dataclass_schema import StrEnum, dbtClassMixin +from dbt import plugins + +from dbt_semantic_interfaces.enum_extension import assert_values_exhausted +from dbt_semantic_interfaces.type_enums import MetricType -MANIFEST_FILE_NAME = "manifest.json" -PARTIAL_PARSE_FILE_NAME = "partial_parse.msgpack" PARSING_STATE = DbtProcessState("parsing") PERF_INFO_FILE_NAME = "perf_info.json" +def extended_mashumaro_encoder(data): + return msgpack.packb(data, default=extended_msgpack_encoder, use_bin_type=True) + + +def extended_msgpack_encoder(obj): + if type(obj) is datetime.date: + date_bytes = msgpack.ExtType(1, obj.isoformat().encode()) + return date_bytes + elif type(obj) is datetime.datetime: + datetime_bytes = msgpack.ExtType(2, obj.isoformat().encode()) + return datetime_bytes + + return obj + + +def extended_mashumuro_decoder(data): + return msgpack.unpackb(data, ext_hook=extended_msgpack_decoder, raw=False) + + +def extended_msgpack_decoder(code, data): + if code == 1: + d = datetime.date.fromisoformat(data.decode()) + return d + elif code == 2: + dt = datetime.datetime.fromisoformat(data.decode()) + return dt + else: + return msgpack.ExtType(code, data) + + +def version_to_str(version: Optional[Union[str, int]]) -> str: + if isinstance(version, int): + return str(version) + elif isinstance(version, str): + return version + + return "" + + class ReparseReason(StrEnum): version_mismatch = "01_version_mismatch" file_not_found = "02_file_not_found" @@ -185,7 +261,7 @@ def __init__( # We need to know if we're actually partially parsing. It could # have been enabled, but not happening because of some issue. self.partially_parsing = False - self.partial_parser = None + self.partial_parser: Optional[PartialParsing] = None # This is a saved manifest from a previous run that's used for partial parsing self.saved_manifest: Optional[Manifest] = self.read_manifest_for_partial_parse() @@ -210,8 +286,17 @@ def get_full_manifest( adapter.clear_macro_manifest() macro_hook = adapter.connections.set_query_header + flags = get_flags() + if not flags.PARTIAL_PARSE_FILE_DIFF: + file_diff = FileDiff.from_dict( + { + "deleted": [], + "changed": [], + "added": [], + } + ) # Hack to test file_diffs - if os.environ.get("DBT_PP_FILE_DIFF_TEST"): + elif os.environ.get("DBT_PP_FILE_DIFF_TEST"): file_diff_path = "file_diff.json" if path_exists(file_diff_path): file_diff_dct = read_json(file_diff_path) @@ -222,7 +307,12 @@ def get_full_manifest( start_load_all = time.perf_counter() projects = config.load_dependencies() - loader = cls(config, projects, macro_hook=macro_hook, file_diff=file_diff) + loader = cls( + config, + projects, + macro_hook=macro_hook, + file_diff=file_diff, + ) manifest = loader.load() @@ -238,12 +328,12 @@ def get_full_manifest( loader.track_project_load() if write_perf_info: - loader.write_perf_info(config.target_path) + loader.write_perf_info(config.project_target_path) return manifest # This is where the main action happens - def load(self): + def load(self) -> Manifest: start_read_files = time.perf_counter() # This updates the "files" dictionary in self.manifest, and creates @@ -252,6 +342,7 @@ def load(self): # of parsers to lists of file strings. The file strings are # used to get the SourceFiles from the manifest files. saved_files = self.saved_manifest.files if self.saved_manifest else {} + file_reader: Optional[ReadFiles] = None if self.file_diff: # We're getting files from a file diff file_reader = ReadFilesFromDiff( @@ -315,7 +406,7 @@ def load(self): } # get file info for local logs - parse_file_type = None + parse_file_type: str = "" file_id = self.partial_parser.processing_file if file_id: source_file = None @@ -396,7 +487,7 @@ def load(self): self.manifest.rebuild_disabled_lookup() # Load yaml files - parser_types = [SchemaParser] + parser_types = [SchemaParser] # type: ignore for project in self.all_projects.values(): if project.project_name not in project_parser_files: continue @@ -404,7 +495,7 @@ def load(self): project, project_parser_files[project.project_name], parser_types ) - self.process_nodes() + self.cleanup_disabled() self._perf_info.parse_project_elapsed = time.perf_counter() - start_parse_projects @@ -423,15 +514,26 @@ def load(self): # copy the selectors from the root_project to the manifest self.manifest.selectors = self.root_project.manifest_selectors + # inject any available external nodes + self.manifest.build_parent_and_child_maps() + external_nodes_modified = self.inject_external_nodes() + if external_nodes_modified: + self.manifest.rebuild_ref_lookup() + # update the refs, sources, docs and metrics depends_on.nodes # These check the created_at time on the nodes to # determine whether they need processing. start_process = time.perf_counter() self.process_sources(self.root_project.project_name) - self.process_refs(self.root_project.project_name) + self.process_refs(self.root_project.project_name, self.root_project.dependencies) self.process_docs(self.root_project) self.process_metrics(self.root_project) self.check_valid_group_config() + self.check_valid_access_property() + + semantic_manifest = SemanticManifest(self.manifest) + if not semantic_manifest.validate(): + raise dbt.exceptions.ParsingError("Semantic Manifest validation failed.") # update tracking data self._perf_info.process_manifest_elapsed = time.perf_counter() - start_process @@ -442,11 +544,67 @@ def load(self): self.manifest._parsing_info.static_analysis_path_count ) + # Inject any available external nodes, reprocess refs if changes to the manifest were made. + external_nodes_modified = False + if skip_parsing: + # If we didn't skip parsing, this will have already run because it must run + # before process_refs. If we did skip parsing, then it's possible that only + # external nodes have changed and we need to run this to capture that. + self.manifest.build_parent_and_child_maps() + external_nodes_modified = self.inject_external_nodes() + if external_nodes_modified: + self.manifest.rebuild_ref_lookup() + self.process_refs( + self.root_project.project_name, + self.root_project.dependencies, + ) + # parent and child maps will be rebuilt by write_manifest + + if not skip_parsing or external_nodes_modified: # write out the fully parsed manifest self.write_manifest_for_partial_parse() + self.check_for_model_deprecations() + return self.manifest + def check_for_model_deprecations(self): + for node in self.manifest.nodes.values(): + if isinstance(node, ModelNode): + if ( + node.deprecation_date + and node.deprecation_date < datetime.datetime.now().astimezone() + ): + warn_or_error( + DeprecatedModel( + model_name=node.name, + model_version=version_to_str(node.version), + deprecation_date=node.deprecation_date.isoformat(), + ) + ) + + resolved_refs = self.manifest.resolve_refs(node, self.root_project.project_name) + resolved_model_refs = [r for r in resolved_refs if isinstance(r, ModelNode)] + node.depends_on + for resolved_ref in resolved_model_refs: + if resolved_ref.deprecation_date: + + if resolved_ref.deprecation_date < datetime.datetime.now().astimezone(): + event_cls = DeprecatedReference + else: + event_cls = UpcomingReferenceDeprecation + + warn_or_error( + event_cls( + model_name=node.name, + ref_model_package=resolved_ref.package_name, + ref_model_name=resolved_ref.name, + ref_model_version=version_to_str(resolved_ref.version), + ref_model_latest_version=str(resolved_ref.latest_version), + ref_model_deprecation_date=resolved_ref.deprecation_date.isoformat(), + ) + ) + def load_and_parse_macros(self, project_parser_files): for project in self.all_projects.values(): if project.project_name not in project_parser_files: @@ -581,9 +739,7 @@ def macro_depends_on(self): macro.depends_on.add_macro(dep_macro_id) # will check for dupes def write_manifest_for_partial_parse(self): - path = os.path.join( - self.root_project.project_root, self.root_project.target_path, PARTIAL_PARSE_FILE_NAME - ) + path = os.path.join(self.root_project.project_target_path, PARTIAL_PARSE_FILE_NAME) try: # This shouldn't be necessary, but we have gotten bug reports (#3757) of the # saved manifest not matching the code version. @@ -592,13 +748,36 @@ def write_manifest_for_partial_parse(self): UnableToPartialParse(reason="saved manifest contained the wrong version") ) self.manifest.metadata.dbt_version = __version__ - manifest_msgpack = self.manifest.to_msgpack() + manifest_msgpack = self.manifest.to_msgpack(extended_mashumaro_encoder) make_directory(os.path.dirname(path)) with open(path, "wb") as fp: fp.write(manifest_msgpack) except Exception: raise + def inject_external_nodes(self) -> bool: + # Remove previously existing external nodes since we are regenerating them + manifest_nodes_modified = False + # Remove all dependent nodes before removing referencing nodes + for unique_id in self.manifest.external_node_unique_ids: + remove_dependent_project_references(self.manifest, unique_id) + manifest_nodes_modified = True + for unique_id in self.manifest.external_node_unique_ids: + # remove external nodes from manifest only after dependent project references safely removed + self.manifest.nodes.pop(unique_id) + + # Inject any newly-available external nodes + pm = plugins.get_plugin_manager(self.root_project.project_name) + plugin_model_nodes = pm.get_nodes().models + for node_arg in plugin_model_nodes.values(): + node = ModelNode.from_args(node_arg) + # node may already exist from package or running project - in which case we should avoid clobbering it with an external node + if node.unique_id not in self.manifest.nodes: + self.manifest.add_node_nofile(node) + manifest_nodes_modified = True + + return manifest_nodes_modified + def is_partial_parsable(self, manifest: Manifest) -> Tuple[bool, Optional[str]]: """Compare the global hashes of the read-in parse results' values to the known ones, and return if it is ok to re-use the results. @@ -685,11 +864,12 @@ def skip_partial_parsing_because_of_macros(self): return False def read_manifest_for_partial_parse(self) -> Optional[Manifest]: - if not get_flags().PARTIAL_PARSE: + flags = get_flags() + if not flags.PARTIAL_PARSE: fire_event(PartialParsingNotEnabled()) return None - path = os.path.join( - self.root_project.project_root, self.root_project.target_path, PARTIAL_PARSE_FILE_NAME + path = flags.PARTIAL_PARSE_FILE_PATH or os.path.join( + self.root_project.project_target_path, PARTIAL_PARSE_FILE_NAME ) reparse_reason = None @@ -698,14 +878,14 @@ def read_manifest_for_partial_parse(self) -> Optional[Manifest]: try: with open(path, "rb") as fp: manifest_mp = fp.read() - manifest: Manifest = Manifest.from_msgpack(manifest_mp) # type: ignore + manifest: Manifest = Manifest.from_msgpack(manifest_mp, decoder=extended_mashumuro_decoder) # type: ignore # keep this check inside the try/except in case something about # the file has changed in weird ways, perhaps due to being a # different version of dbt is_partial_parsable, reparse_reason = self.is_partial_parsable(manifest) if is_partial_parsable: # We don't want to have stale generated_at dates - manifest.metadata.generated_at = datetime.utcnow() + manifest.metadata.generated_at = datetime.datetime.utcnow() # or invocation_ids manifest.metadata.invocation_id = get_invocation_id() return manifest @@ -888,39 +1068,55 @@ def track_project_load(self): # Takes references in 'refs' array of nodes and exposures, finds the target # node, and updates 'depends_on.nodes' with the unique id - def process_refs(self, current_project: str): + def process_refs(self, current_project: str, dependencies: Optional[Mapping[str, Project]]): for node in self.manifest.nodes.values(): if node.created_at < self.started_at: continue - _process_refs_for_node(self.manifest, current_project, node) + _process_refs(self.manifest, current_project, node, dependencies) for exposure in self.manifest.exposures.values(): if exposure.created_at < self.started_at: continue - _process_refs_for_exposure(self.manifest, current_project, exposure) + _process_refs(self.manifest, current_project, exposure, dependencies) for metric in self.manifest.metrics.values(): if metric.created_at < self.started_at: continue - _process_refs_for_metric(self.manifest, current_project, metric) + _process_refs(self.manifest, current_project, metric, dependencies) + for semantic_model in self.manifest.semantic_models.values(): + if semantic_model.created_at < self.started_at: + continue + _process_refs(self.manifest, current_project, semantic_model, dependencies) + self.update_semantic_model(semantic_model) # Takes references in 'metrics' array of nodes and exposures, finds the target # node, and updates 'depends_on.nodes' with the unique id def process_metrics(self, config: RuntimeConfig): current_project = config.project_name - for node in self.manifest.nodes.values(): - if node.created_at < self.started_at: - continue - _process_metrics_for_node(self.manifest, current_project, node) for metric in self.manifest.metrics.values(): - # TODO: Can we do this if the metric is derived & depends on - # some other metric for its definition? Maybe.... if metric.created_at < self.started_at: continue + _process_metric_node(self.manifest, current_project, metric) _process_metrics_for_node(self.manifest, current_project, metric) + for node in self.manifest.nodes.values(): + if node.created_at < self.started_at: + continue + _process_metrics_for_node(self.manifest, current_project, node) for exposure in self.manifest.exposures.values(): if exposure.created_at < self.started_at: continue _process_metrics_for_node(self.manifest, current_project, exposure) + def update_semantic_model(self, semantic_model) -> None: + # This has to be done at the end of parsing because the referenced model + # might have alias/schema/database fields that are updated by yaml config. + if semantic_model.depends_on_nodes[0]: + refd_node = self.manifest.nodes[semantic_model.depends_on_nodes[0]] + semantic_model.node_relation = NodeRelation( + relation_name=refd_node.relation_name, + alias=refd_node.alias, + schema_name=refd_node.schema, + database=refd_node.database, + ) + # nodes: node and column descriptions # sources: source and table descriptions, column descriptions # macros: macro argument descriptions @@ -993,7 +1189,7 @@ def process_sources(self, current_project: str): continue _process_sources_for_exposure(self.manifest, current_project, exposure) - def process_nodes(self): + def cleanup_disabled(self): # make sure the nodes are in the manifest.nodes or the disabled dict, # correctly now that the schema files are also parsed disabled_nodes = [] @@ -1025,11 +1221,16 @@ def check_valid_group_config(self): for metric in manifest.metrics.values(): self.check_valid_group_config_node(metric, group_names) + for semantic_model in manifest.semantic_models.values(): + self.check_valid_group_config_node(semantic_model, group_names) + for node in manifest.nodes.values(): self.check_valid_group_config_node(node, group_names) def check_valid_group_config_node( - self, groupable_node: Union[Metric, ManifestNode], valid_group_names: Set[str] + self, + groupable_node: Union[Metric, SemanticModel, ManifestNode], + valid_group_names: Set[str], ): groupable_node_group = groupable_node.group if groupable_node_group and groupable_node_group not in valid_group_names: @@ -1038,6 +1239,19 @@ def check_valid_group_config_node( node=groupable_node, ) + def check_valid_access_property(self): + for node in self.manifest.nodes.values(): + if ( + isinstance(node, ModelNode) + and node.access == AccessType.Public + and node.get_materialization() == "ephemeral" + ): + raise InvalidAccessTypeError( + unique_id=node.unique_id, + field_value=node.access, + materialization=node.get_materialization(), + ) + def write_perf_info(self, target_path: str): path = os.path.join(target_path, PERF_INFO_FILE_NAME) write_file(path, json.dumps(self._perf_info, cls=dbt.utils.JSONEncoder, indent=4)) @@ -1092,32 +1306,45 @@ def _check_resource_uniqueness( manifest: Manifest, config: RuntimeConfig, ) -> None: - names_resources: Dict[str, ManifestNode] = {} alias_resources: Dict[str, ManifestNode] = {} + name_resources: Dict[str, Dict] = {} for resource, node in manifest.nodes.items(): if not node.is_relational: continue - name = node.name + if node.package_name not in name_resources: + name_resources[node.package_name] = {"ver": {}, "unver": {}} + if node.is_versioned: + name_resources[node.package_name]["ver"][node.name] = node + else: + name_resources[node.package_name]["unver"][node.name] = node + # the full node name is really defined by the adapter's relation relation_cls = get_relation_class_by_name(config.credentials.type) relation = relation_cls.create_from(config=config, node=node) full_node_name = str(relation) - existing_node = names_resources.get(name) - if existing_node is not None and existing_node.version is None: - raise dbt.exceptions.DuplicateResourceNameError(existing_node, node) - existing_alias = alias_resources.get(full_node_name) if existing_alias is not None: raise AmbiguousAliasError( node_1=existing_alias, node_2=node, duped_name=full_node_name ) - names_resources[name] = node alias_resources[full_node_name] = node + for ver_unver_dict in name_resources.values(): + versioned_names = ver_unver_dict["ver"].keys() + unversioned_names = ver_unver_dict["unver"].keys() + intersection_versioned = set(versioned_names).intersection(set(unversioned_names)) + if intersection_versioned: + for name in intersection_versioned: + versioned_node = ver_unver_dict["ver"][name] + unversioned_node = ver_unver_dict["unver"][name] + raise dbt.exceptions.DuplicateVersionedUnversionedError( + versioned_node, unversioned_node + ) + def _warn_for_unused_resource_config_paths(manifest: Manifest, config: RuntimeConfig) -> None: resource_fqns: Mapping[str, PathSet] = manifest.get_resource_fqns() @@ -1179,9 +1406,17 @@ def _process_docs_for_metrics(context: Dict[str, Any], metric: Metric) -> None: metric.description = get_rendered(metric.description, context) -def _process_refs_for_exposure(manifest: Manifest, current_project: str, exposure: Exposure): - """Given a manifest and exposure in that manifest, process its refs""" - for ref in exposure.refs: +def _process_refs( + manifest: Manifest, current_project: str, node, dependencies: Optional[Mapping[str, Project]] +) -> None: + """Given a manifest and node in that manifest, process its refs""" + + dependencies = dependencies or {} + + if isinstance(node, SeedNode): + return + + for ref in node.refs: target_model: Optional[Union[Disabled, ManifestNode]] = None target_model_name: str = ref.name target_model_package: Optional[str] = ref.package @@ -1193,19 +1428,20 @@ def _process_refs_for_exposure(manifest: Manifest, current_project: str, exposur ) target_model = manifest.resolve_ref( + node, target_model_name, target_model_package, target_model_version, current_project, - exposure.package_name, + node.package_name, ) if target_model is None or isinstance(target_model, Disabled): # This may raise. Even if it doesn't, we don't want to add # this exposure to the graph b/c there is no destination exposure - exposure.config.enabled = False + node.config.enabled = False invalid_target_fail_unless_test( - node=exposure, + node=node, target_name=target_model_name, target_kind="node", target_package=target_model_package, @@ -1215,73 +1451,98 @@ def _process_refs_for_exposure(manifest: Manifest, current_project: str, exposur ) continue - elif ( - target_model.resource_type == NodeType.Model - and target_model.access == AccessType.Private - ): - # Exposures do not have a group and so can never reference private models + elif manifest.is_invalid_private_ref(node, target_model, dependencies): raise dbt.exceptions.DbtReferenceError( - unique_id=exposure.unique_id, + unique_id=node.unique_id, ref_unique_id=target_model.unique_id, - group=dbt.utils.cast_to_str(target_model.group), + access=AccessType.Private, + scope=dbt.utils.cast_to_str(target_model.group), + ) + elif manifest.is_invalid_protected_ref(node, target_model, dependencies): + raise dbt.exceptions.DbtReferenceError( + unique_id=node.unique_id, + ref_unique_id=target_model.unique_id, + access=AccessType.Protected, + scope=target_model.package_name, ) target_model_id = target_model.unique_id - - exposure.depends_on.nodes.append(target_model_id) - manifest.update_exposure(exposure) + node.depends_on.add_node(target_model_id) -def _process_refs_for_metric(manifest: Manifest, current_project: str, metric: Metric): - """Given a manifest and a metric in that manifest, process its refs""" - for ref in metric.refs: - target_model: Optional[Union[Disabled, ManifestNode]] = None - target_model_name: str = ref.name - target_model_package: Optional[str] = ref.package - target_model_version: Optional[NodeVersion] = ref.version +def _process_metric_node( + manifest: Manifest, + current_project: str, + metric: Metric, +) -> None: + """Sets a metric's `input_measures` and `depends_on` properties""" - if len(ref.positional_args) < 1 or len(ref.positional_args) > 2: - raise dbt.exceptions.DbtInternalError( - f"Refs should always be 1 or 2 arguments - got {len(ref.positional_args)}" - ) + # This ensures that if this metrics input_measures have already been set + # we skip the work. This could happen either due to recursion or if multiple + # metrics derive from another given metric. + # NOTE: This does not protect against infinite loops + if len(metric.type_params.input_measures) > 0: + return - target_model = manifest.resolve_ref( - target_model_name, - target_model_package, - target_model_version, - current_project, - metric.package_name, + if metric.type is MetricType.SIMPLE or metric.type is MetricType.CUMULATIVE: + assert ( + metric.type_params.measure is not None + ), f"{metric} should have a measure defined, but it does not." + metric.type_params.input_measures.append(metric.type_params.measure) + target_semantic_model = manifest.resolve_semantic_model_for_measure( + target_measure_name=metric.type_params.measure.name, + current_project=current_project, + node_package=metric.package_name, ) - - if target_model is None or isinstance(target_model, Disabled): - # This may raise. Even if it doesn't, we don't want to add - # this metric to the graph b/c there is no destination metric - metric.config.enabled = False - invalid_target_fail_unless_test( + if target_semantic_model is None: + raise dbt.exceptions.ParsingError( + f"A semantic model having a measure `{metric.type_params.measure.name}` does not exist but was referenced.", node=metric, - target_name=target_model_name, - target_kind="node", - target_package=target_model_package, - target_version=target_model_version, - disabled=(isinstance(target_model, Disabled)), - should_warn_if_disabled=False, ) - continue - elif ( - target_model.resource_type == NodeType.Model - and target_model.access == AccessType.Private - ): - if not metric.group or metric.group != target_model.group: - raise dbt.exceptions.DbtReferenceError( - unique_id=metric.unique_id, - ref_unique_id=target_model.unique_id, - group=dbt.utils.cast_to_str(target_model.group), + if target_semantic_model.config.enabled is False: + raise dbt.exceptions.ParsingError( + f"The measure `{metric.type_params.measure.name}` is referenced on disabled semantic model `{target_semantic_model.name}`.", + node=metric, + ) + + metric.depends_on.add_node(target_semantic_model.unique_id) + + elif metric.type is MetricType.DERIVED or metric.type is MetricType.RATIO: + input_metrics = metric.input_metrics + if metric.type is MetricType.RATIO: + if metric.type_params.numerator is None or metric.type_params.denominator is None: + raise dbt.exceptions.ParsingError( + "Invalid ratio metric. Both a numerator and denominator must be specified", + node=metric, ) + input_metrics = [metric.type_params.numerator, metric.type_params.denominator] + + for input_metric in input_metrics: + target_metric = manifest.resolve_metric( + target_metric_name=input_metric.name, + target_metric_package=None, + current_project=current_project, + node_package=metric.package_name, + ) - target_model_id = target_model.unique_id + if target_metric is None: + raise dbt.exceptions.ParsingError( + f"The metric `{input_metric.name}` does not exist but was referenced.", + node=metric, + ) + elif isinstance(target_metric, Disabled): + raise dbt.exceptions.ParsingError( + f"The metric `{input_metric.name}` is disabled and thus cannot be referenced.", + node=metric, + ) - metric.depends_on.nodes.append(target_model_id) - manifest.update_metric(metric) + _process_metric_node( + manifest=manifest, current_project=current_project, metric=target_metric + ) + metric.type_params.input_measures.extend(target_metric.type_params.input_measures) + metric.depends_on.add_node(target_metric.unique_id) + else: + assert_values_exhausted(metric.type) def _process_metrics_for_node( @@ -1330,69 +1591,16 @@ def _process_metrics_for_node( target_metric_id = target_metric.unique_id - node.depends_on.nodes.append(target_metric_id) + node.depends_on.add_node(target_metric_id) -def _process_refs_for_node(manifest: Manifest, current_project: str, node: ManifestNode): - """Given a manifest and a node in that manifest, process its refs""" - - if isinstance(node, SeedNode): - return - - for ref in node.refs: - target_model: Optional[Union[Disabled, ManifestNode]] = None - target_model_name: str = ref.name - target_model_package: Optional[str] = ref.package - target_model_version: Optional[NodeVersion] = ref.version - - if len(ref.positional_args) < 1 or len(ref.positional_args) > 2: - raise dbt.exceptions.DbtInternalError( - f"Refs should always be 1 or 2 arguments - got {len(ref.positional_args)}" - ) - - target_model = manifest.resolve_ref( - target_model_name, - target_model_package, - target_model_version, - current_project, - node.package_name, - ) - - if target_model is None or isinstance(target_model, Disabled): - # This may raise. Even if it doesn't, we don't want to add - # this node to the graph b/c there is no destination node - node.config.enabled = False - invalid_target_fail_unless_test( - node=node, - target_name=target_model_name, - target_kind="node", - target_package=target_model_package, - target_version=target_model_version, - disabled=(isinstance(target_model, Disabled)), - should_warn_if_disabled=False, - ) - continue - - # Handle references to models that are private - elif ( - target_model.resource_type == NodeType.Model - and target_model.access == AccessType.Private - ): - if not node.group or node.group != target_model.group: - raise dbt.exceptions.DbtReferenceError( - unique_id=node.unique_id, - ref_unique_id=target_model.unique_id, - group=dbt.utils.cast_to_str(target_model.group), - ) - - target_model_id = target_model.unique_id - - node.depends_on.nodes.append(target_model_id) - # TODO: I think this is extraneous, node should already be the same - # as manifest.nodes[node.unique_id] (we're mutating node here, not - # making a new one) - # Q: could we stop doing this? - manifest.update_node(node) +def remove_dependent_project_references(manifest, external_node_unique_id): + for child_id in manifest.child_map[external_node_unique_id]: + node = manifest.expect(child_id) + # child node may have been modified and already recreated its depends_on.nodes list + if external_node_unique_id in node.depends_on_nodes: + node.depends_on_nodes.remove(external_node_unique_id) + node.created_at = time.time() def _process_sources_for_exposure(manifest: Manifest, current_project: str, exposure: Exposure): @@ -1414,8 +1622,7 @@ def _process_sources_for_exposure(manifest: Manifest, current_project: str, expo ) continue target_source_id = target_source.unique_id - exposure.depends_on.nodes.append(target_source_id) - manifest.update_exposure(exposure) + exposure.depends_on.add_node(target_source_id) def _process_sources_for_metric(manifest: Manifest, current_project: str, metric: Metric): @@ -1437,8 +1644,7 @@ def _process_sources_for_metric(manifest: Manifest, current_project: str, metric ) continue target_source_id = target_source.unique_id - metric.depends_on.nodes.append(target_source_id) - manifest.update_metric(metric) + metric.depends_on.add_node(target_source_id) def _process_sources_for_node(manifest: Manifest, current_project: str, node: ManifestNode): @@ -1466,8 +1672,7 @@ def _process_sources_for_node(manifest: Manifest, current_project: str, node: Ma ) continue target_source_id = target_source.unique_id - node.depends_on.nodes.append(target_source_id) - manifest.update_node(node) + node.depends_on.add_node(target_source_id) # This is called in task.rpc.sql_commands when a "dynamic" node is @@ -1487,11 +1692,19 @@ def process_macro(config: RuntimeConfig, manifest: Manifest, macro: Macro) -> No def process_node(config: RuntimeConfig, manifest: Manifest, node: ManifestNode): _process_sources_for_node(manifest, config.project_name, node) - _process_refs_for_node(manifest, config.project_name, node) + _process_refs(manifest, config.project_name, node, config.dependencies) ctx = generate_runtime_docs_context(config, node, manifest, config.project_name) _process_docs_for_node(ctx, node) +def write_semantic_manifest(manifest: Manifest, target_path: str) -> None: + path = os.path.join(target_path, SEMANTIC_MANIFEST_FILE_NAME) + semantic_manifest = SemanticManifest(manifest) + semantic_manifest.write_json_to_file(path) + + def write_manifest(manifest: Manifest, target_path: str): path = os.path.join(target_path, MANIFEST_FILE_NAME) manifest.write(path) + + write_semantic_manifest(manifest=manifest, target_path=target_path) diff --git a/core/dbt/parser/models.py b/core/dbt/parser/models.py index 85fb233588a..4fe6cd56082 100644 --- a/core/dbt/parser/models.py +++ b/core/dbt/parser/models.py @@ -3,7 +3,7 @@ from dbt.contracts.graph.nodes import ModelNode, RefArgs from dbt.events.base_types import EventLevel from dbt.events.types import Note -from dbt.events.functions import fire_event +from dbt.events.functions import fire_event_if_test from dbt.flags import get_flags from dbt.node_types import NodeType, ModelLanguage from dbt.parser.base import SimpleSQLParser @@ -246,8 +246,8 @@ def render_update(self, node: ModelNode, config: ContextConfig) -> None: elif not flags.STATIC_PARSER: # jinja rendering super().render_update(node, config) - fire_event( - Note( + fire_event_if_test( + lambda: Note( msg=f"1605: jinja rendering because of STATIC_PARSER flag. file: {node.path}" ), EventLevel.DEBUG, @@ -285,8 +285,8 @@ def render_update(self, node: ModelNode, config: ContextConfig) -> None: # sample the experimental parser only during a normal run if exp_sample and not flags.USE_EXPERIMENTAL_PARSER: - fire_event( - Note(msg=f"1610: conducting experimental parser sample on {node.path}"), + fire_event_if_test( + lambda: Note(msg=f"1610: conducting experimental parser sample on {node.path}"), EventLevel.DEBUG, ) experimental_sample = self.run_experimental_parser(node) @@ -318,8 +318,10 @@ def render_update(self, node: ModelNode, config: ContextConfig) -> None: # sampling rng here, but the effect would be the same since we would only roll # it 40% of the time. So I've opted to keep all the rng code colocated above. if stable_sample and not flags.USE_EXPERIMENTAL_PARSER: - fire_event( - Note(msg=f"1611: conducting full jinja rendering sample on {node.path}"), + fire_event_if_test( + lambda: Note( + msg=f"1611: conducting full jinja rendering sample on {node.path}" + ), EventLevel.DEBUG, ) # if this will _never_ mutate anything `self` we could avoid these deep copies, @@ -356,8 +358,9 @@ def render_update(self, node: ModelNode, config: ContextConfig) -> None: else: # jinja rendering super().render_update(node, config) - fire_event( - Note(msg=f"1602: parser fallback to jinja rendering on {node.path}"), + # only for test purposes + fire_event_if_test( + lambda: Note(msg=f"1602: parser fallback to jinja rendering on {node.path}"), EventLevel.DEBUG, ) @@ -395,8 +398,8 @@ def run_static_parser(self, node: ModelNode) -> Optional[Union[str, Dict[str, Li # this log line is used for integration testing. If you change # the code at the beginning of the line change the tests in # test/integration/072_experimental_parser_tests/test_all_experimental_parser.py - fire_event( - Note( + fire_event_if_test( + lambda: Note( msg=f"1601: detected macro override of ref/source/config in the scope of {node.path}" ), EventLevel.DEBUG, @@ -406,15 +409,19 @@ def run_static_parser(self, node: ModelNode) -> Optional[Union[str, Dict[str, Li # run the stable static parser and return the results try: statically_parsed = py_extract_from_source(node.raw_code) - fire_event( - Note(msg=f"1699: static parser successfully parsed {node.path}"), EventLevel.DEBUG + fire_event_if_test( + lambda: Note(msg=f"1699: static parser successfully parsed {node.path}"), + EventLevel.DEBUG, ) return _shift_sources(statically_parsed) # if we want information on what features are barring the static # parser from reading model files, this is where we would add that # since that information is stored in the `ExtractionError`. except ExtractionError: - fire_event(Note(msg=f"1603: static parser failed on {node.path}"), EventLevel.DEBUG) + fire_event_if_test( + lambda: Note(msg=f"1603: static parser failed on {node.path}"), + EventLevel.DEBUG, + ) return "cannot_parse" def run_experimental_parser( @@ -425,8 +432,8 @@ def run_experimental_parser( # this log line is used for integration testing. If you change # the code at the beginning of the line change the tests in # test/integration/072_experimental_parser_tests/test_all_experimental_parser.py - fire_event( - Note( + fire_event_if_test( + lambda: Note( msg=f"1601: detected macro override of ref/source/config in the scope of {node.path}" ), EventLevel.DEBUG, @@ -439,8 +446,8 @@ def run_experimental_parser( # experimental features. Change `py_extract_from_source` to the new # experimental call when we add additional features. experimentally_parsed = py_extract_from_source(node.raw_code) - fire_event( - Note(msg=f"1698: experimental parser successfully parsed {node.path}"), + fire_event_if_test( + lambda: Note(msg=f"1698: experimental parser successfully parsed {node.path}"), EventLevel.DEBUG, ) return _shift_sources(experimentally_parsed) @@ -448,8 +455,9 @@ def run_experimental_parser( # parser from reading model files, this is where we would add that # since that information is stored in the `ExtractionError`. except ExtractionError: - fire_event( - Note(msg=f"1604: experimental parser failed on {node.path}"), EventLevel.DEBUG + fire_event_if_test( + lambda: Note(msg=f"1604: experimental parser failed on {node.path}"), + EventLevel.DEBUG, ) return "cannot_parse" @@ -489,12 +497,10 @@ def populate(self, node: ModelNode, config: ContextConfig, statically_parsed: Di # set refs and sources on the node object refs: List[RefArgs] = [] for ref in statically_parsed["refs"]: - if len(ref) == 1: - package, name = None, ref[0] - else: - package, name = ref[0], refs[1] - - refs.append(RefArgs(package=package, name=name)) + name = ref.get("name") + package = ref.get("package") + version = ref.get("version") + refs.append(RefArgs(name, package, version)) node.refs += refs node.sources += statically_parsed["sources"] diff --git a/core/dbt/parser/partial.py b/core/dbt/parser/partial.py index 4a0e3067ed2..3c6bc46bd74 100644 --- a/core/dbt/parser/partial.py +++ b/core/dbt/parser/partial.py @@ -1,11 +1,12 @@ import os from copy import deepcopy -from typing import MutableMapping, Dict, List +from typing import MutableMapping, Dict, List, Callable from dbt.contracts.graph.manifest import Manifest from dbt.contracts.files import ( AnySourceFile, ParseFileType, parse_file_type_to_parser, + SchemaSourceFile, ) from dbt.events.functions import fire_event from dbt.events.base_types import EventLevel @@ -403,41 +404,27 @@ def schedule_nodes_for_parsing(self, unique_ids): self.add_to_pp_files(self.saved_files[file_id]) elif unique_id in self.saved_manifest.sources: source = self.saved_manifest.sources[unique_id] - file_id = source.file_id - if file_id in self.saved_files and file_id not in self.file_diff["deleted"]: - schema_file = self.saved_files[file_id] - sources = [] - if "sources" in schema_file.dict_from_yaml: - sources = schema_file.dict_from_yaml["sources"] - source_element = self.get_schema_element(sources, source.source_name) - if source_element: - self.delete_schema_source(schema_file, source_element) - self.remove_tests(schema_file, "sources", source_element["name"]) - self.merge_patch(schema_file, "sources", source_element) + self._schedule_for_parsing( + "sources", source, source.source_name, self.delete_schema_source + ) elif unique_id in self.saved_manifest.exposures: exposure = self.saved_manifest.exposures[unique_id] - file_id = exposure.file_id - if file_id in self.saved_files and file_id not in self.file_diff["deleted"]: - schema_file = self.saved_files[file_id] - exposures = [] - if "exposures" in schema_file.dict_from_yaml: - exposures = schema_file.dict_from_yaml["exposures"] - exposure_element = self.get_schema_element(exposures, exposure.name) - if exposure_element: - self.delete_schema_exposure(schema_file, exposure_element) - self.merge_patch(schema_file, "exposures", exposure_element) + self._schedule_for_parsing( + "exposures", exposure, exposure.name, self.delete_schema_exposure + ) elif unique_id in self.saved_manifest.metrics: metric = self.saved_manifest.metrics[unique_id] - file_id = metric.file_id - if file_id in self.saved_files and file_id not in self.file_diff["deleted"]: - schema_file = self.saved_files[file_id] - metrics = [] - if "metrics" in schema_file.dict_from_yaml: - metrics = schema_file.dict_from_yaml["metrics"] - metric_element = self.get_schema_element(metrics, metric.name) - if metric_element: - self.delete_schema_metric(schema_file, metric_element) - self.merge_patch(schema_file, "metrics", metric_element) + self._schedule_for_parsing( + "metrics", metric, metric.name, self.delete_schema_metric + ) + elif unique_id in self.saved_manifest.semantic_models: + semantic_model = self.saved_manifest.semantic_models[unique_id] + self._schedule_for_parsing( + "semantic_models", + semantic_model, + semantic_model.name, + self.delete_schema_semantic_model, + ) elif unique_id in self.saved_manifest.macros: macro = self.saved_manifest.macros[unique_id] file_id = macro.file_id @@ -447,6 +434,19 @@ def schedule_nodes_for_parsing(self, unique_ids): self.saved_files[file_id] = deepcopy(self.new_files[file_id]) self.add_to_pp_files(self.saved_files[file_id]) + def _schedule_for_parsing(self, dict_key: str, element, name, delete: Callable) -> None: + file_id = element.file_id + if file_id in self.saved_files and file_id not in self.file_diff["deleted"]: + schema_file = self.saved_files[file_id] + elements = [] + assert isinstance(schema_file, SchemaSourceFile) + if dict_key in schema_file.dict_from_yaml: + elements = schema_file.dict_from_yaml[dict_key] + schema_element = self.get_schema_element(elements, name) + if schema_element: + delete(schema_file, schema_element) + self.merge_patch(schema_file, dict_key, schema_element) + def delete_macro_file(self, source_file, follow_references=False): self.check_for_special_deleted_macros(source_file) self.handle_macro_file_links(source_file, follow_references) @@ -538,7 +538,6 @@ def schedule_macro_nodes_for_parsing(self, unique_ids): # This is a source patch; need to re-parse orig source self.remove_source_override_target(patch) self.delete_schema_source(schema_file, patch) - self.remove_tests(schema_file, "sources", patch["name"]) self.merge_patch(schema_file, "sources", patch) else: file_id = node.file_id @@ -639,14 +638,12 @@ def handle_schema_file_changes(self, schema_file, saved_yaml_dict, new_yaml_dict if "overrides" in source: # This is a source patch; need to re-parse orig source self.remove_source_override_target(source) self.delete_schema_source(schema_file, source) - self.remove_tests(schema_file, dict_key, source["name"]) self.merge_patch(schema_file, dict_key, source) if source_diff["deleted"]: for source in source_diff["deleted"]: if "overrides" in source: # This is a source patch; need to re-parse orig source self.remove_source_override_target(source) self.delete_schema_source(schema_file, source) - self.remove_tests(schema_file, dict_key, source["name"]) if source_diff["added"]: for source in source_diff["added"]: if "overrides" in source: # This is a source patch; need to re-parse orig source @@ -662,99 +659,41 @@ def handle_schema_file_changes(self, schema_file, saved_yaml_dict, new_yaml_dict if "overrides" in source: self.remove_source_override_target(source) self.delete_schema_source(schema_file, source) - self.remove_tests(schema_file, dict_key, source["name"]) self.merge_patch(schema_file, dict_key, source) - # macros - dict_key = "macros" - macro_diff = self.get_diff_for(dict_key, saved_yaml_dict, new_yaml_dict) - if macro_diff["changed"]: - for macro in macro_diff["changed"]: - self.delete_schema_macro_patch(schema_file, macro) - self.merge_patch(schema_file, dict_key, macro) - if macro_diff["deleted"]: - for macro in macro_diff["deleted"]: - self.delete_schema_macro_patch(schema_file, macro) - if macro_diff["added"]: - for macro in macro_diff["added"]: - self.merge_patch(schema_file, dict_key, macro) - # Handle schema file updates due to env_var changes - if dict_key in env_var_changes and dict_key in new_yaml_dict: - for name in env_var_changes[dict_key]: - if name in macro_diff["changed_or_deleted_names"]: - continue - elem = self.get_schema_element(new_yaml_dict[dict_key], name) - if elem: - self.delete_schema_macro_patch(schema_file, elem) - self.merge_patch(schema_file, dict_key, elem) - - # exposures - dict_key = "exposures" - exposure_diff = self.get_diff_for(dict_key, saved_yaml_dict, new_yaml_dict) - if exposure_diff["changed"]: - for exposure in exposure_diff["changed"]: - self.delete_schema_exposure(schema_file, exposure) - self.merge_patch(schema_file, dict_key, exposure) - if exposure_diff["deleted"]: - for exposure in exposure_diff["deleted"]: - self.delete_schema_exposure(schema_file, exposure) - if exposure_diff["added"]: - for exposure in exposure_diff["added"]: - self.merge_patch(schema_file, dict_key, exposure) - # Handle schema file updates due to env_var changes - if dict_key in env_var_changes and dict_key in new_yaml_dict: - for name in env_var_changes[dict_key]: - if name in exposure_diff["changed_or_deleted_names"]: - continue - elem = self.get_schema_element(new_yaml_dict[dict_key], name) - if elem: - self.delete_schema_exposure(schema_file, elem) - self.merge_patch(schema_file, dict_key, elem) - - # metrics - dict_key = "metrics" - metric_diff = self.get_diff_for("metrics", saved_yaml_dict, new_yaml_dict) - if metric_diff["changed"]: - for metric in metric_diff["changed"]: - self.delete_schema_metric(schema_file, metric) - self.merge_patch(schema_file, dict_key, metric) - if metric_diff["deleted"]: - for metric in metric_diff["deleted"]: - self.delete_schema_metric(schema_file, metric) - if metric_diff["added"]: - for metric in metric_diff["added"]: - self.merge_patch(schema_file, dict_key, metric) - # Handle schema file updates due to env_var changes - if dict_key in env_var_changes and dict_key in new_yaml_dict: - for name in env_var_changes[dict_key]: - if name in metric_diff["changed_or_deleted_names"]: - continue - elem = self.get_schema_element(new_yaml_dict[dict_key], name) - if elem: - self.delete_schema_metric(schema_file, elem) - self.merge_patch(schema_file, dict_key, elem) + def handle_change(key: str, delete: Callable): + self._handle_element_change( + schema_file, saved_yaml_dict, new_yaml_dict, env_var_changes, key, delete + ) - # groups - dict_key = "groups" - group_diff = self.get_diff_for("groups", saved_yaml_dict, new_yaml_dict) - if group_diff["changed"]: - for group in group_diff["changed"]: - self.delete_schema_group(schema_file, group) - self.merge_patch(schema_file, dict_key, group) - if group_diff["deleted"]: - for group in group_diff["deleted"]: - self.delete_schema_group(schema_file, group) - if group_diff["added"]: - for group in group_diff["added"]: - self.merge_patch(schema_file, dict_key, group) + handle_change("macros", self.delete_schema_macro_patch) + handle_change("exposures", self.delete_schema_exposure) + handle_change("metrics", self.delete_schema_metric) + handle_change("groups", self.delete_schema_group) + handle_change("semantic_models", self.delete_schema_semantic_model) + + def _handle_element_change( + self, schema_file, saved_yaml_dict, new_yaml_dict, env_var_changes, dict_key: str, delete + ): + element_diff = self.get_diff_for(dict_key, saved_yaml_dict, new_yaml_dict) + if element_diff["changed"]: + for element in element_diff["changed"]: + delete(schema_file, element) + self.merge_patch(schema_file, dict_key, element) + if element_diff["deleted"]: + for element in element_diff["deleted"]: + delete(schema_file, element) + if element_diff["added"]: + for element in element_diff["added"]: + self.merge_patch(schema_file, dict_key, element) # Handle schema file updates due to env_var changes if dict_key in env_var_changes and dict_key in new_yaml_dict: for name in env_var_changes[dict_key]: - if name in group_diff["changed_or_deleted_names"]: + if name in element_diff["changed_or_deleted_names"]: continue elem = self.get_schema_element(new_yaml_dict[dict_key], name) if elem: - self.delete_schema_group(schema_file, elem) + delete(schema_file, elem) self.merge_patch(schema_file, dict_key, elem) # Take a "section" of the schema file yaml dictionary from saved and new schema files @@ -851,6 +790,12 @@ def delete_schema_mssa_links(self, schema_file, dict_key, elem): if self.saved_files[file_id]: source_file = self.saved_files[file_id] self.add_to_pp_files(source_file) + # if the node's group has changed - need to reparse all referencing nodes to ensure valid ref access + if node.group != elem.get("group"): + self.schedule_referencing_nodes_for_parsing(node.unique_id) + # if the node's latest version has changed - need to reparse all referencing nodes to ensure correct ref resolution + if node.is_versioned and node.latest_version != elem.get("latest_version"): + self.schedule_referencing_nodes_for_parsing(node.unique_id) # remove from patches schema_file.node_patches.remove(elem_unique_id) @@ -881,6 +826,8 @@ def delete_schema_source(self, schema_file, source_dict): schema_file.sources.remove(unique_id) self.schedule_referencing_nodes_for_parsing(unique_id) + self.remove_tests(schema_file, "sources", source_name) + def delete_schema_macro_patch(self, schema_file, macro): # This is just macro patches that need to be reapplied macro_unique_id = None @@ -936,6 +883,26 @@ def delete_schema_metric(self, schema_file, metric_dict): elif unique_id in self.saved_manifest.disabled: self.delete_disabled(unique_id, schema_file.file_id) + def delete_schema_semantic_model(self, schema_file, semantic_model_dict): + semantic_model_name = semantic_model_dict["name"] + semantic_models = schema_file.semantic_models.copy() + for unique_id in semantic_models: + if unique_id in self.saved_manifest.semantic_models: + semantic_model = self.saved_manifest.semantic_models[unique_id] + if semantic_model.name == semantic_model_name: + self.saved_manifest.semantic_models.pop(unique_id) + schema_file.semantic_models.remove(unique_id) + elif unique_id in self.saved_manifest.disabled: + self.delete_disabled(unique_id, schema_file.file_id) + + metrics = schema_file.generated_metrics.copy() + for unique_id in metrics: + if unique_id in self.saved_manifest.metrics: + self.saved_manifest.metrics.pop(unique_id) + schema_file.generated_metrics.remove(unique_id) + elif unique_id in self.saved_manifest.disabled: + self.delete_disabled(unique_id, schema_file.file_id) + def get_schema_element(self, elem_list, elem_name): for element in elem_list: if "name" in element and element["name"] == elem_name: @@ -964,7 +931,6 @@ def remove_source_override_target(self, source_dict): (orig_file, orig_source) = self.get_source_override_file_and_dict(source_dict) if orig_source: self.delete_schema_source(orig_file, orig_source) - self.remove_tests(orig_file, "sources", orig_source["name"]) self.merge_patch(orig_file, "sources", orig_source) self.add_to_pp_files(orig_file) diff --git a/core/dbt/parser/read_files.py b/core/dbt/parser/read_files.py index 3dc2c0fe44c..d07c7fb1d48 100644 --- a/core/dbt/parser/read_files.py +++ b/core/dbt/parser/read_files.py @@ -16,9 +16,10 @@ from dbt.parser.schemas import yaml_from_file, schema_file_keys from dbt.exceptions import ParsingError from dbt.parser.search import filesystem_search -from typing import Optional, Dict, List, Mapping +from typing import Optional, Dict, List, Mapping, MutableMapping from dbt.events.types import InputFileDiffError from dbt.events.functions import fire_event +from typing import Protocol @dataclass @@ -173,12 +174,21 @@ def generate_dbt_ignore_spec(project_root): return ignore_spec +# Protocol for the ReadFiles... classes +class ReadFiles(Protocol): + files: MutableMapping[str, AnySourceFile] + project_parser_files: Dict + + def read_files(self): + pass + + @dataclass class ReadFilesFromFileSystem: all_projects: Mapping[str, Project] - files: Dict[str, AnySourceFile] = field(default_factory=dict) + files: MutableMapping[str, AnySourceFile] = field(default_factory=dict) # saved_files is only used to compare schema files - saved_files: Dict[str, AnySourceFile] = field(default_factory=dict) + saved_files: MutableMapping[str, AnySourceFile] = field(default_factory=dict) # project_parser_files = { # "my_project": { # "ModelParser": ["my_project://models/my_model.sql"] @@ -212,10 +222,10 @@ class ReadFilesFromDiff: root_project_name: str all_projects: Mapping[str, Project] file_diff: FileDiff - files: Dict[str, AnySourceFile] = field(default_factory=dict) + files: MutableMapping[str, AnySourceFile] = field(default_factory=dict) # saved_files is used to construct a fresh copy of files, without # additional information from parsing - saved_files: Dict[str, AnySourceFile] = field(default_factory=dict) + saved_files: MutableMapping[str, AnySourceFile] = field(default_factory=dict) project_parser_files: Dict = field(default_factory=dict) project_file_types: Dict = field(default_factory=dict) local_package_dirs: Optional[List[str]] = None diff --git a/core/dbt/parser/schema_generic_tests.py b/core/dbt/parser/schema_generic_tests.py new file mode 100644 index 00000000000..c4994e98a74 --- /dev/null +++ b/core/dbt/parser/schema_generic_tests.py @@ -0,0 +1,407 @@ +import pathlib +import itertools +import os + +from typing import List, Dict, Optional, Union, Any +from dbt.parser.base import SimpleParser +from dbt.parser.generic_test_builders import TestBuilder +from dbt.parser.search import FileBlock +from dbt.context.providers import RefArgs, generate_test_context +from dbt.parser.common import ( + TestBlock, + Testable, + TestDef, + GenericTestBlock, + VersionedTestBlock, + trimmed, +) +from dbt.contracts.graph.unparsed import UnparsedNodeUpdate, NodeVersion, UnparsedColumn +from dbt.contracts.graph.nodes import ( + GenericTestNode, + UnpatchedSourceDefinition, + ManifestNode, + GraphMemberNode, +) +from dbt.context.context_config import ContextConfig +from dbt.context.configured import generate_schema_yml_context, SchemaYamlVars +from dbt.dataclass_schema import ValidationError +from dbt.exceptions import SchemaConfigError, CompilationError, ParsingError, TestConfigError +from dbt.contracts.files import FileHash +from dbt.utils import md5, get_pseudo_test_path +from dbt.clients.jinja import get_rendered, add_rendered_test_kwargs +from dbt.adapters.factory import get_adapter, get_adapter_package_names +from dbt.node_types import NodeType +from dbt.context.macro_resolver import MacroResolver + + +# This parser handles the tests that are defined in "schema" (yaml) files, on models, +# sources, etc. The base generic test is handled by the GenericTestParser +class SchemaGenericTestParser(SimpleParser): + def __init__( + self, + project, + manifest, + root_project, + ) -> None: + super().__init__(project, manifest, root_project) + self.schema_yaml_vars = SchemaYamlVars() + self.render_ctx = generate_schema_yml_context( + self.root_project, self.project.project_name, self.schema_yaml_vars + ) + internal_package_names = get_adapter_package_names(self.root_project.credentials.type) + self.macro_resolver = MacroResolver( + self.manifest.macros, self.root_project.project_name, internal_package_names + ) + + @property + def resource_type(self) -> NodeType: + return NodeType.Test + + @classmethod + def get_compiled_path(cls, block: FileBlock) -> str: + return block.path.relative_path + + def parse_file(self, block: FileBlock, dct: Optional[Dict] = None) -> None: + pass + + def parse_from_dict(self, dct, validate=True) -> GenericTestNode: + if validate: + GenericTestNode.validate(dct) + return GenericTestNode.from_dict(dct) + + def parse_column_tests( + self, block: TestBlock, column: UnparsedColumn, version: Optional[NodeVersion] + ) -> None: + if not column.tests: + return + + for test in column.tests: + self.parse_test(block, test, column, version) + + def create_test_node( + self, + target: Union[UnpatchedSourceDefinition, UnparsedNodeUpdate], + path: str, + config: ContextConfig, + tags: List[str], + fqn: List[str], + name: str, + raw_code: str, + test_metadata: Dict[str, Any], + file_key_name: str, + column_name: Optional[str], + ) -> GenericTestNode: + + HASH_LENGTH = 10 + + # N.B: This function builds a hashable string from any given test_metadata dict. + # it's a bit fragile for general use (only supports str, int, float, List, Dict) + # but it gets the job done here without the overhead of complete ser(de). + def get_hashable_md(data: Union[str, int, float, List, Dict]) -> Union[str, List, Dict]: + if type(data) == dict: + return {k: get_hashable_md(data[k]) for k in sorted(data.keys())} # type: ignore + elif type(data) == list: + return [get_hashable_md(val) for val in data] # type: ignore + else: + return str(data) + + hashable_metadata = repr(get_hashable_md(test_metadata)) + hash_string = "".join([name, hashable_metadata]) + test_hash = md5(hash_string)[-HASH_LENGTH:] + + dct = { + "alias": name, + "schema": self.default_schema, + "database": self.default_database, + "fqn": fqn, + "name": name, + "resource_type": self.resource_type, + "tags": tags, + "path": path, + "original_file_path": target.original_file_path, + "package_name": self.project.project_name, + "raw_code": raw_code, + "language": "sql", + "unique_id": self.generate_unique_id(name, test_hash), + "config": self.config_dict(config), + "test_metadata": test_metadata, + "column_name": column_name, + "checksum": FileHash.empty().to_dict(omit_none=True), + "file_key_name": file_key_name, + } + try: + GenericTestNode.validate(dct) + return GenericTestNode.from_dict(dct) + except ValidationError as exc: + # this is a bit silly, but build an UnparsedNode just for error + # message reasons + node = self._create_error_node( + name=target.name, + path=path, + original_file_path=target.original_file_path, + raw_code=raw_code, + ) + raise TestConfigError(exc, node) + + # This is called directly in the SourcePatcher and by the "parse_node" + # command which is called by the SchemaParser. + def parse_generic_test( + self, + target: Testable, + test: Dict[str, Any], + tags: List[str], + column_name: Optional[str], + schema_file_id: str, + version: Optional[NodeVersion], + ) -> GenericTestNode: + try: + builder = TestBuilder( + test=test, + target=target, + column_name=column_name, + version=version, + package_name=target.package_name, + render_ctx=self.render_ctx, + ) + if self.schema_yaml_vars.env_vars: + self.store_env_vars(target, schema_file_id, self.schema_yaml_vars.env_vars) + self.schema_yaml_vars.env_vars = {} + + except ParsingError as exc: + context = trimmed(str(target)) + msg = "Invalid test config given in {}:\n\t{}\n\t@: {}".format( + target.original_file_path, exc.msg, context + ) + raise ParsingError(msg) from exc + + except CompilationError as exc: + context = trimmed(str(target)) + msg = ( + "Invalid generic test configuration given in " + f"{target.original_file_path}: \n{exc.msg}\n\t@: {context}" + ) + raise CompilationError(msg) from exc + + original_name = os.path.basename(target.original_file_path) + compiled_path = get_pseudo_test_path(builder.compiled_name, original_name) + + # fqn is the relative path of the yaml file where this generic test is defined, + # minus the project-level directory and the file name itself + # TODO pass a consistent path object from both UnparsedNode and UnpatchedSourceDefinition + path = pathlib.Path(target.original_file_path) + relative_path = str(path.relative_to(*path.parts[:1])) + fqn = self.get_fqn(relative_path, builder.fqn_name) + + # this is the ContextConfig that is used in render_update + config: ContextConfig = self.initial_config(fqn) + + # builder.args contains keyword args for the test macro, + # not configs which have been separated out in the builder. + # The keyword args are not completely rendered until compilation. + metadata = { + "namespace": builder.namespace, + "name": builder.name, + "kwargs": builder.args, + } + tags = sorted(set(itertools.chain(tags, builder.tags()))) + + if isinstance(target, UnpatchedSourceDefinition): + file_key_name = f"{target.source.yaml_key}.{target.source.name}" + else: + file_key_name = f"{target.yaml_key}.{target.name}" + + node = self.create_test_node( + target=target, + path=compiled_path, + config=config, + fqn=fqn, + tags=tags, + name=builder.fqn_name, + raw_code=builder.build_raw_code(), + column_name=column_name, + test_metadata=metadata, + file_key_name=file_key_name, + ) + self.render_test_update(node, config, builder, schema_file_id) + + return node + + def _lookup_attached_node( + self, target: Testable, version: Optional[NodeVersion] + ) -> Optional[Union[ManifestNode, GraphMemberNode]]: + """Look up attached node for Testable target nodes other than sources. Can be None if generic test attached to SQL node with no corresponding .sql file.""" + attached_node = None # type: Optional[Union[ManifestNode, GraphMemberNode]] + if not isinstance(target, UnpatchedSourceDefinition): + attached_node_unique_id = self.manifest.ref_lookup.get_unique_id( + target.name, target.package_name, version + ) + if attached_node_unique_id: + attached_node = self.manifest.nodes[attached_node_unique_id] + else: + disabled_node = self.manifest.disabled_lookup.find( + target.name, None + ) or self.manifest.disabled_lookup.find(target.name.upper(), None) + if disabled_node: + attached_node = self.manifest.disabled[disabled_node[0].unique_id][0] + return attached_node + + def store_env_vars(self, target, schema_file_id, env_vars): + self.manifest.env_vars.update(env_vars) + if schema_file_id in self.manifest.files: + schema_file = self.manifest.files[schema_file_id] + if isinstance(target, UnpatchedSourceDefinition): + search_name = target.source.name + yaml_key = target.source.yaml_key + if "." in search_name: # source file definitions + (search_name, _) = search_name.split(".") + else: + search_name = target.name + yaml_key = target.yaml_key + for var in env_vars.keys(): + schema_file.add_env_var(var, yaml_key, search_name) + + # This does special shortcut processing for the two + # most common internal macros, not_null and unique, + # which avoids the jinja rendering to resolve config + # and variables, etc, which might be in the macro. + # In the future we will look at generalizing this + # more to handle additional macros or to use static + # parsing to avoid jinja overhead. + def render_test_update(self, node, config, builder, schema_file_id): + macro_unique_id = self.macro_resolver.get_macro_id( + node.package_name, "test_" + builder.name + ) + # Add the depends_on here so we can limit the macros added + # to the context in rendering processing + node.depends_on.add_macro(macro_unique_id) + if macro_unique_id in ["macro.dbt.test_not_null", "macro.dbt.test_unique"]: + config_call_dict = builder.get_static_config() + config._config_call_dict = config_call_dict + # This sets the config from dbt_project + self.update_parsed_node_config(node, config) + # source node tests are processed at patch_source time + if isinstance(builder.target, UnpatchedSourceDefinition): + sources = [builder.target.fqn[-2], builder.target.fqn[-1]] + node.sources.append(sources) + else: # all other nodes + node.refs.append(RefArgs(name=builder.target.name, version=builder.version)) + else: + try: + # make a base context that doesn't have the magic kwargs field + context = generate_test_context( + node, + self.root_project, + self.manifest, + config, + self.macro_resolver, + ) + # update with rendered test kwargs (which collects any refs) + # Note: This does not actually update the kwargs with the rendered + # values. That happens in compilation. + add_rendered_test_kwargs(context, node, capture_macros=True) + # the parsed node is not rendered in the native context. + get_rendered(node.raw_code, context, node, capture_macros=True) + self.update_parsed_node_config(node, config) + # env_vars should have been updated in the context env_var method + except ValidationError as exc: + # we got a ValidationError - probably bad types in config() + raise SchemaConfigError(exc, node=node) from exc + + # Set attached_node for generic test nodes, if available. + # Generic test node inherits attached node's group config value. + attached_node = self._lookup_attached_node(builder.target, builder.version) + if attached_node: + node.attached_node = attached_node.unique_id + node.group, node.group = attached_node.group, attached_node.group + + def parse_node(self, block: GenericTestBlock) -> GenericTestNode: + """In schema parsing, we rewrite most of the part of parse_node that + builds the initial node to be parsed, but rendering is basically the + same + """ + node = self.parse_generic_test( + target=block.target, + test=block.test, + tags=block.tags, + column_name=block.column_name, + schema_file_id=block.file.file_id, + version=block.version, + ) + self.add_test_node(block, node) + return node + + def add_test_node(self, block: GenericTestBlock, node: GenericTestNode): + test_from = {"key": block.target.yaml_key, "name": block.target.name} + if node.config.enabled: + self.manifest.add_node(block.file, node, test_from) + else: + self.manifest.add_disabled(block.file, node, test_from) + + def render_with_context( + self, + node: GenericTestNode, + config: ContextConfig, + ) -> None: + """Given the parsed node and a ContextConfig to use during + parsing, collect all the refs that might be squirreled away in the test + arguments. This includes the implicit "model" argument. + """ + # make a base context that doesn't have the magic kwargs field + context = self._context_for(node, config) + # update it with the rendered test kwargs (which collects any refs) + add_rendered_test_kwargs(context, node, capture_macros=True) + + # the parsed node is not rendered in the native context. + get_rendered(node.raw_code, context, node, capture_macros=True) + + def parse_test( + self, + target_block: TestBlock, + test: TestDef, + column: Optional[UnparsedColumn], + version: Optional[NodeVersion], + ) -> None: + if isinstance(test, str): + test = {test: {}} + + if column is None: + column_name: Optional[str] = None + column_tags: List[str] = [] + else: + column_name = column.name + should_quote = column.quote or (column.quote is None and target_block.quote_columns) + if should_quote: + column_name = get_adapter(self.root_project).quote(column_name) + column_tags = column.tags + + block = GenericTestBlock.from_test_block( + src=target_block, + test=test, + column_name=column_name, + tags=column_tags, + version=version, + ) + self.parse_node(block) + + def parse_tests(self, block: TestBlock) -> None: + for column in block.columns: + self.parse_column_tests(block, column, None) + + for test in block.tests: + self.parse_test(block, test, None, None) + + def parse_versioned_tests(self, block: VersionedTestBlock) -> None: + if not block.target.versions: + self.parse_tests(block) + else: + for version in block.target.versions: + for column in block.target.get_columns_for_version(version.v): + self.parse_column_tests(block, column, version.v) + + for test in block.target.get_tests_for_version(version.v): + self.parse_test(block, test, None, version.v) + + def generate_unique_id(self, resource_name: str, hash: Optional[str] = None) -> str: + return ".".join( + filter(None, [self.resource_type, self.project.project_name, resource_name, hash]) + ) diff --git a/core/dbt/parser/schema_renderer.py b/core/dbt/parser/schema_renderer.py index 3f3badb7723..e0c54f247da 100644 --- a/core/dbt/parser/schema_renderer.py +++ b/core/dbt/parser/schema_renderer.py @@ -67,8 +67,8 @@ def should_render_keypath(self, keypath: Keypath) -> bool: elif self._is_norender_key(keypath[0:]): return False elif self.key == "metrics": - # back compat: "expression" is new name, "sql" is old name - if keypath[0] in ("expression", "sql"): + # This ensures all key paths that end in 'filter' for a metric are skipped + if keypath[-1] == "filter": return False elif self._is_norender_key(keypath[0:]): return False diff --git a/core/dbt/parser/schema_yaml_readers.py b/core/dbt/parser/schema_yaml_readers.py new file mode 100644 index 00000000000..032b3a8b99d --- /dev/null +++ b/core/dbt/parser/schema_yaml_readers.py @@ -0,0 +1,626 @@ +from dbt.parser.schemas import YamlReader, SchemaParser +from dbt.parser.common import YamlBlock +from dbt.node_types import NodeType +from dbt.contracts.graph.unparsed import ( + UnparsedDimension, + UnparsedDimensionTypeParams, + UnparsedEntity, + UnparsedExposure, + UnparsedGroup, + UnparsedMeasure, + UnparsedMetric, + UnparsedMetricInput, + UnparsedMetricInputMeasure, + UnparsedMetricTypeParams, + UnparsedNonAdditiveDimension, + UnparsedSemanticModel, +) +from dbt.contracts.graph.nodes import ( + Exposure, + Group, + Metric, + MetricInput, + MetricInputMeasure, + MetricTimeWindow, + MetricTypeParams, + SemanticModel, + WhereFilter, +) +from dbt.contracts.graph.semantic_models import ( + Dimension, + DimensionTypeParams, + Entity, + Measure, + NonAdditiveDimension, +) +from dbt.exceptions import DbtInternalError, YamlParseDictError, JSONValidationError +from dbt.context.providers import generate_parse_exposure, generate_parse_semantic_models + +from dbt.contracts.graph.model_config import MetricConfig, ExposureConfig +from dbt.context.context_config import ( + BaseContextConfigGenerator, + ContextConfigGenerator, + UnrenderedConfigGenerator, +) +from dbt.clients.jinja import get_rendered +from dbt.dataclass_schema import ValidationError +from dbt_semantic_interfaces.type_enums import ( + AggregationType, + DimensionType, + EntityType, + MetricType, + TimeGranularity, +) +from typing import List, Optional, Union + + +class ExposureParser(YamlReader): + def __init__(self, schema_parser: SchemaParser, yaml: YamlBlock): + super().__init__(schema_parser, yaml, NodeType.Exposure.pluralize()) + self.schema_parser = schema_parser + self.yaml = yaml + + def parse_exposure(self, unparsed: UnparsedExposure): + package_name = self.project.project_name + unique_id = f"{NodeType.Exposure}.{package_name}.{unparsed.name}" + path = self.yaml.path.relative_path + + fqn = self.schema_parser.get_fqn_prefix(path) + fqn.append(unparsed.name) + + config = self._generate_exposure_config( + target=unparsed, + fqn=fqn, + package_name=package_name, + rendered=True, + ) + + config = config.finalize_and_validate() + + unrendered_config = self._generate_exposure_config( + target=unparsed, + fqn=fqn, + package_name=package_name, + rendered=False, + ) + + if not isinstance(config, ExposureConfig): + raise DbtInternalError( + f"Calculated a {type(config)} for an exposure, but expected an ExposureConfig" + ) + + parsed = Exposure( + resource_type=NodeType.Exposure, + package_name=package_name, + path=path, + original_file_path=self.yaml.path.original_file_path, + unique_id=unique_id, + fqn=fqn, + name=unparsed.name, + type=unparsed.type, + url=unparsed.url, + meta=unparsed.meta, + tags=unparsed.tags, + description=unparsed.description, + label=unparsed.label, + owner=unparsed.owner, + maturity=unparsed.maturity, + config=config, + unrendered_config=unrendered_config, + ) + ctx = generate_parse_exposure( + parsed, + self.root_project, + self.schema_parser.manifest, + package_name, + ) + depends_on_jinja = "\n".join("{{ " + line + "}}" for line in unparsed.depends_on) + get_rendered(depends_on_jinja, ctx, parsed, capture_macros=True) + # parsed now has a populated refs/sources/metrics + + if parsed.config.enabled: + self.manifest.add_exposure(self.yaml.file, parsed) + else: + self.manifest.add_disabled(self.yaml.file, parsed) + + def _generate_exposure_config( + self, target: UnparsedExposure, fqn: List[str], package_name: str, rendered: bool + ): + generator: BaseContextConfigGenerator + if rendered: + generator = ContextConfigGenerator(self.root_project) + else: + generator = UnrenderedConfigGenerator(self.root_project) + + # configs with precendence set + precedence_configs = dict() + # apply exposure configs + precedence_configs.update(target.config) + + return generator.calculate_node_config( + config_call_dict={}, + fqn=fqn, + resource_type=NodeType.Exposure, + project_name=package_name, + base=False, + patch_config_dict=precedence_configs, + ) + + def parse(self): + for data in self.get_key_dicts(): + try: + UnparsedExposure.validate(data) + unparsed = UnparsedExposure.from_dict(data) + except (ValidationError, JSONValidationError) as exc: + raise YamlParseDictError(self.yaml.path, self.key, data, exc) + + self.parse_exposure(unparsed) + + +class MetricParser(YamlReader): + def __init__(self, schema_parser: SchemaParser, yaml: YamlBlock): + super().__init__(schema_parser, yaml, NodeType.Metric.pluralize()) + self.schema_parser = schema_parser + self.yaml = yaml + + def _get_input_measure( + self, + unparsed_input_measure: Union[UnparsedMetricInputMeasure, str], + ) -> MetricInputMeasure: + if isinstance(unparsed_input_measure, str): + return MetricInputMeasure(name=unparsed_input_measure) + else: + filter: Optional[WhereFilter] = None + if unparsed_input_measure.filter is not None: + filter = WhereFilter(where_sql_template=unparsed_input_measure.filter) + + return MetricInputMeasure( + name=unparsed_input_measure.name, + filter=filter, + alias=unparsed_input_measure.alias, + ) + + def _get_optional_input_measure( + self, + unparsed_input_measure: Optional[Union[UnparsedMetricInputMeasure, str]], + ) -> Optional[MetricInputMeasure]: + if unparsed_input_measure is not None: + return self._get_input_measure(unparsed_input_measure) + else: + return None + + def _get_input_measures( + self, + unparsed_input_measures: Optional[List[Union[UnparsedMetricInputMeasure, str]]], + ) -> List[MetricInputMeasure]: + input_measures: List[MetricInputMeasure] = [] + if unparsed_input_measures is not None: + for unparsed_input_measure in unparsed_input_measures: + input_measures.append(self._get_input_measure(unparsed_input_measure)) + + return input_measures + + def _get_time_window( + self, + unparsed_window: Optional[str], + ) -> Optional[MetricTimeWindow]: + if unparsed_window is not None: + parts = unparsed_window.split(" ") + if len(parts) != 2: + raise YamlParseDictError( + self.yaml.path, + "window", + {"window": unparsed_window}, + f"Invalid window ({unparsed_window}) in cumulative metric. Should be of the form ` `, " + "e.g., `28 days`", + ) + + granularity = parts[1] + # once we drop python 3.8 this could just be `granularity = parts[0].removesuffix('s') + if granularity.endswith("s"): + # months -> month + granularity = granularity[:-1] + if granularity not in [item.value for item in TimeGranularity]: + raise YamlParseDictError( + self.yaml.path, + "window", + {"window": unparsed_window}, + f"Invalid time granularity {granularity} in cumulative metric window string: ({unparsed_window})", + ) + + count = parts[0] + if not count.isdigit(): + raise YamlParseDictError( + self.yaml.path, + "window", + {"window": unparsed_window}, + f"Invalid count ({count}) in cumulative metric window string: ({unparsed_window})", + ) + + return MetricTimeWindow( + count=int(count), + granularity=TimeGranularity(granularity), + ) + else: + return None + + def _get_metric_input(self, unparsed: Union[UnparsedMetricInput, str]) -> MetricInput: + if isinstance(unparsed, str): + return MetricInput(name=unparsed) + else: + offset_to_grain: Optional[TimeGranularity] = None + if unparsed.offset_to_grain is not None: + offset_to_grain = TimeGranularity(unparsed.offset_to_grain) + + filter: Optional[WhereFilter] = None + if unparsed.filter is not None: + filter = WhereFilter(where_sql_template=unparsed.filter) + + return MetricInput( + name=unparsed.name, + filter=filter, + alias=unparsed.alias, + offset_window=self._get_time_window(unparsed.offset_window), + offset_to_grain=offset_to_grain, + ) + + def _get_optional_metric_input( + self, + unparsed: Optional[Union[UnparsedMetricInput, str]], + ) -> Optional[MetricInput]: + if unparsed is not None: + return self._get_metric_input(unparsed) + else: + return None + + def _get_metric_inputs( + self, + unparsed_metric_inputs: Optional[List[Union[UnparsedMetricInput, str]]], + ) -> List[MetricInput]: + metric_inputs: List[MetricInput] = [] + if unparsed_metric_inputs is not None: + for unparsed_metric_input in unparsed_metric_inputs: + metric_inputs.append(self._get_metric_input(unparsed=unparsed_metric_input)) + + return metric_inputs + + def _get_metric_type_params(self, type_params: UnparsedMetricTypeParams) -> MetricTypeParams: + grain_to_date: Optional[TimeGranularity] = None + if type_params.grain_to_date is not None: + grain_to_date = TimeGranularity(type_params.grain_to_date) + + return MetricTypeParams( + measure=self._get_optional_input_measure(type_params.measure), + numerator=self._get_optional_metric_input(type_params.numerator), + denominator=self._get_optional_metric_input(type_params.denominator), + expr=str(type_params.expr) if type_params.expr is not None else None, + window=self._get_time_window(type_params.window), + grain_to_date=grain_to_date, + metrics=self._get_metric_inputs(type_params.metrics), + # TODO This is a compiled list of measure/numerator/denominator as + # well as the `input_measures` of included metrics. We're planning + # on doing this as part of CT-2707 + # input_measures=?, + ) + + def parse_metric(self, unparsed: UnparsedMetric, generated: bool = False): + package_name = self.project.project_name + unique_id = f"{NodeType.Metric}.{package_name}.{unparsed.name}" + path = self.yaml.path.relative_path + + fqn = self.schema_parser.get_fqn_prefix(path) + fqn.append(unparsed.name) + + config = self._generate_metric_config( + target=unparsed, + fqn=fqn, + package_name=package_name, + rendered=True, + ) + + config = config.finalize_and_validate() + + unrendered_config = self._generate_metric_config( + target=unparsed, + fqn=fqn, + package_name=package_name, + rendered=False, + ) + + if not isinstance(config, MetricConfig): + raise DbtInternalError( + f"Calculated a {type(config)} for a metric, but expected a MetricConfig" + ) + + filter: Optional[WhereFilter] = None + if unparsed.filter is not None: + filter = WhereFilter(where_sql_template=unparsed.filter) + + parsed = Metric( + resource_type=NodeType.Metric, + package_name=package_name, + path=path, + original_file_path=self.yaml.path.original_file_path, + unique_id=unique_id, + fqn=fqn, + name=unparsed.name, + description=unparsed.description, + label=unparsed.label, + type=MetricType(unparsed.type), + type_params=self._get_metric_type_params(unparsed.type_params), + filter=filter, + meta=unparsed.meta, + tags=unparsed.tags, + config=config, + unrendered_config=unrendered_config, + group=config.group, + ) + + # if the metric is disabled we do not want it included in the manifest, only in the disabled dict + if parsed.config.enabled: + self.manifest.add_metric(self.yaml.file, parsed, generated) + else: + self.manifest.add_disabled(self.yaml.file, parsed) + + def _generate_metric_config( + self, target: UnparsedMetric, fqn: List[str], package_name: str, rendered: bool + ): + generator: BaseContextConfigGenerator + if rendered: + generator = ContextConfigGenerator(self.root_project) + else: + generator = UnrenderedConfigGenerator(self.root_project) + + # configs with precendence set + precedence_configs = dict() + # first apply metric configs + precedence_configs.update(target.config) + + config = generator.calculate_node_config( + config_call_dict={}, + fqn=fqn, + resource_type=NodeType.Metric, + project_name=package_name, + base=False, + patch_config_dict=precedence_configs, + ) + return config + + def parse(self): + for data in self.get_key_dicts(): + try: + UnparsedMetric.validate(data) + unparsed = UnparsedMetric.from_dict(data) + + except (ValidationError, JSONValidationError) as exc: + raise YamlParseDictError(self.yaml.path, self.key, data, exc) + self.parse_metric(unparsed) + + +class GroupParser(YamlReader): + def __init__(self, schema_parser: SchemaParser, yaml: YamlBlock): + super().__init__(schema_parser, yaml, NodeType.Group.pluralize()) + self.schema_parser = schema_parser + self.yaml = yaml + + def parse_group(self, unparsed: UnparsedGroup): + package_name = self.project.project_name + unique_id = f"{NodeType.Group}.{package_name}.{unparsed.name}" + path = self.yaml.path.relative_path + + parsed = Group( + resource_type=NodeType.Group, + package_name=package_name, + path=path, + original_file_path=self.yaml.path.original_file_path, + unique_id=unique_id, + name=unparsed.name, + owner=unparsed.owner, + ) + + self.manifest.add_group(self.yaml.file, parsed) + + def parse(self): + for data in self.get_key_dicts(): + try: + UnparsedGroup.validate(data) + unparsed = UnparsedGroup.from_dict(data) + except (ValidationError, JSONValidationError) as exc: + raise YamlParseDictError(self.yaml.path, self.key, data, exc) + + self.parse_group(unparsed) + + +class SemanticModelParser(YamlReader): + def __init__(self, schema_parser: SchemaParser, yaml: YamlBlock): + super().__init__(schema_parser, yaml, "semantic_models") + self.schema_parser = schema_parser + self.yaml = yaml + + def _get_dimension_type_params( + self, unparsed: Optional[UnparsedDimensionTypeParams] + ) -> Optional[DimensionTypeParams]: + if unparsed is not None: + return DimensionTypeParams( + time_granularity=TimeGranularity(unparsed.time_granularity), + validity_params=unparsed.validity_params, + ) + else: + return None + + def _get_dimensions(self, unparsed_dimensions: List[UnparsedDimension]) -> List[Dimension]: + dimensions: List[Dimension] = [] + for unparsed in unparsed_dimensions: + dimensions.append( + Dimension( + name=unparsed.name, + type=DimensionType(unparsed.type), + description=unparsed.description, + is_partition=unparsed.is_partition, + type_params=self._get_dimension_type_params(unparsed=unparsed.type_params), + expr=unparsed.expr, + metadata=None, # TODO: requires a fair bit of parsing context + ) + ) + return dimensions + + def _get_entities(self, unparsed_entities: List[UnparsedEntity]) -> List[Entity]: + entities: List[Entity] = [] + for unparsed in unparsed_entities: + entities.append( + Entity( + name=unparsed.name, + type=EntityType(unparsed.type), + description=unparsed.description, + role=unparsed.role, + expr=unparsed.expr, + ) + ) + + return entities + + def _get_non_additive_dimension( + self, unparsed: Optional[UnparsedNonAdditiveDimension] + ) -> Optional[NonAdditiveDimension]: + if unparsed is not None: + return NonAdditiveDimension( + name=unparsed.name, + window_choice=AggregationType(unparsed.window_choice), + window_groupings=unparsed.window_groupings, + ) + else: + return None + + def _get_measures(self, unparsed_measures: List[UnparsedMeasure]) -> List[Measure]: + measures: List[Measure] = [] + for unparsed in unparsed_measures: + measures.append( + Measure( + name=unparsed.name, + agg=AggregationType(unparsed.agg), + description=unparsed.description, + expr=str(unparsed.expr) if unparsed.expr is not None else None, + agg_params=unparsed.agg_params, + non_additive_dimension=self._get_non_additive_dimension( + unparsed.non_additive_dimension + ), + agg_time_dimension=unparsed.agg_time_dimension, + ) + ) + return measures + + def _create_metric(self, measure: UnparsedMeasure, enabled: bool) -> None: + unparsed_metric = UnparsedMetric( + name=measure.name, + label=measure.name, + type="simple", + type_params=UnparsedMetricTypeParams(measure=measure.name, expr=measure.name), + description=measure.description or f"Metric created from measure {measure.name}", + config={"enabled": enabled}, + ) + + parser = MetricParser(self.schema_parser, yaml=self.yaml) + parser.parse_metric(unparsed=unparsed_metric, generated=True) + + def _generate_semantic_model_config( + self, target: UnparsedSemanticModel, fqn: List[str], package_name: str, rendered: bool + ): + generator: BaseContextConfigGenerator + if rendered: + generator = ContextConfigGenerator(self.root_project) + else: + generator = UnrenderedConfigGenerator(self.root_project) + + # configs with precendence set + precedence_configs = dict() + # first apply semantic model configs + precedence_configs.update(target.config) + + config = generator.calculate_node_config( + config_call_dict={}, + fqn=fqn, + resource_type=NodeType.SemanticModel, + project_name=package_name, + base=False, + patch_config_dict=precedence_configs, + ) + return config + + def parse_semantic_model(self, unparsed: UnparsedSemanticModel): + package_name = self.project.project_name + unique_id = f"{NodeType.SemanticModel}.{package_name}.{unparsed.name}" + path = self.yaml.path.relative_path + + fqn = self.schema_parser.get_fqn_prefix(path) + fqn.append(unparsed.name) + + config = self._generate_semantic_model_config( + target=unparsed, + fqn=fqn, + package_name=package_name, + rendered=True, + ) + + config = config.finalize_and_validate() + + unrendered_config = self._generate_semantic_model_config( + target=unparsed, + fqn=fqn, + package_name=package_name, + rendered=False, + ) + + parsed = SemanticModel( + description=unparsed.description, + fqn=fqn, + model=unparsed.model, + name=unparsed.name, + node_relation=None, # Resolved from the value of "model" after parsing + original_file_path=self.yaml.path.original_file_path, + package_name=package_name, + path=path, + resource_type=NodeType.SemanticModel, + unique_id=unique_id, + entities=self._get_entities(unparsed.entities), + measures=self._get_measures(unparsed.measures), + dimensions=self._get_dimensions(unparsed.dimensions), + defaults=unparsed.defaults, + primary_entity=unparsed.primary_entity, + config=config, + unrendered_config=unrendered_config, + group=config.group, + ) + + ctx = generate_parse_semantic_models( + parsed, + self.root_project, + self.schema_parser.manifest, + package_name, + ) + + if parsed.model is not None: + model_ref = "{{ " + parsed.model + " }}" + # This sets the "refs" in the SemanticModel from the SemanticModelRefResolver in context/providers.py + get_rendered(model_ref, ctx, parsed) + + # if the semantic model is disabled we do not want it included in the manifest, + # only in the disabled dict + if parsed.config.enabled: + self.manifest.add_semantic_model(self.yaml.file, parsed) + else: + self.manifest.add_disabled(self.yaml.file, parsed) + + # Create a metric for each measure with `create_metric = True` + for measure in unparsed.measures: + if measure.create_metric is True: + self._create_metric(measure=measure, enabled=parsed.config.enabled) + + def parse(self): + for data in self.get_key_dicts(): + try: + UnparsedSemanticModel.validate(data) + unparsed = UnparsedSemanticModel.from_dict(data) + except (ValidationError, JSONValidationError) as exc: + raise YamlParseDictError(self.yaml.path, self.key, data, exc) + + self.parse_semantic_model(unparsed) diff --git a/core/dbt/parser/schemas.py b/core/dbt/parser/schemas.py index 78e4c4b6341..24106a85224 100644 --- a/core/dbt/parser/schemas.py +++ b/core/dbt/parser/schemas.py @@ -1,45 +1,22 @@ -import itertools -import os -import pathlib +import datetime +import time from abc import ABCMeta, abstractmethod -from typing import Iterable, Dict, Any, Union, List, Optional, Generic, TypeVar, Type, Callable +from typing import Any, Callable, Dict, Generic, Iterable, List, Optional, Type, TypeVar from dataclasses import dataclass, field from dbt.dataclass_schema import ValidationError, dbtClassMixin -from dbt.adapters.factory import get_adapter, get_adapter_package_names -from dbt.clients.jinja import get_rendered, add_rendered_test_kwargs from dbt.clients.yaml_helper import load_yaml_text -from dbt.context.providers import RefArgs from dbt.parser.schema_renderer import SchemaYamlRenderer -from dbt.context.context_config import ( - ContextConfig, - BaseContextConfigGenerator, - ContextConfigGenerator, - UnrenderedConfigGenerator, -) +from dbt.parser.schema_generic_tests import SchemaGenericTestParser +from dbt.context.context_config import ContextConfig from dbt.context.configured import generate_schema_yml_context, SchemaYamlVars -from dbt.context.providers import ( - generate_parse_exposure, - generate_parse_metrics, - generate_test_context, -) -from dbt.context.macro_resolver import MacroResolver -from dbt.contracts.files import FileHash, SchemaSourceFile -from dbt.contracts.graph.model_config import MetricConfig, ExposureConfig +from dbt.contracts.files import SchemaSourceFile from dbt.contracts.graph.nodes import ( ParsedNodePatch, - ColumnInfo, - ColumnLevelConstraint, - GenericTestNode, ParsedMacroPatch, UnpatchedSourceDefinition, - Exposure, - Metric, - Group, - ManifestNode, - GraphMemberNode, ConstraintType, ModelNode, ModelLevelConstraint, @@ -47,53 +24,47 @@ from dbt.contracts.graph.unparsed import ( HasColumnDocs, HasColumnTests, - HasColumnProps, SourcePatch, UnparsedAnalysisUpdate, - UnparsedColumn, UnparsedMacroUpdate, UnparsedNodeUpdate, UnparsedModelUpdate, - UnparsedExposure, - UnparsedMetric, UnparsedSourceDefinition, - UnparsedGroup, - NodeVersion, ) from dbt.exceptions import ( - CompilationError, DuplicateMacroPatchNameError, DuplicatePatchPathError, DuplicateSourcePatchNameError, JSONValidationError, DbtInternalError, - SchemaConfigError, - TestConfigError, ParsingError, DbtValidationError, YamlLoadError, YamlParseDictError, YamlParseListError, + InvalidAccessTypeError, ) from dbt.events.functions import warn_or_error -from dbt.events.types import WrongResourceSchemaFile, NoNodeForYamlKey, MacroNotFoundForPatch -from dbt.node_types import NodeType +from dbt.events.types import ( + MacroNotFoundForPatch, + NoNodeForYamlKey, + ValidationWarning, + UnsupportedConstraintMaterialization, + WrongResourceSchemaFile, +) +from dbt.node_types import NodeType, AccessType from dbt.parser.base import SimpleParser from dbt.parser.search import FileBlock -from dbt.parser.generic_test_builders import ( - TestBuilder, - GenericTestBlock, - TargetBlock, +from dbt.parser.common import ( YamlBlock, + TargetBlock, TestBlock, VersionedTestBlock, - Testable, - Versioned, + ParserRef, + trimmed, ) -from dbt.utils import get_pseudo_test_path, coerce_dict_str, md5, deep_merge - +from dbt.utils import coerce_dict_str, deep_merge -TestDef = Union[str, Dict[str, Any]] schema_file_keys = ( "models", @@ -104,9 +75,40 @@ "analyses", "exposures", "metrics", + "semantic_models", ) +# =============================================================================== +# Schema Parser classes +# +# The SchemaParser is a subclass of the SimpleParser from base.py, as is +# the SchemaGenericTestParser. The schema sub-parsers are all subclasses of +# the YamlReader parsing class. Most of the action in creating SourceDefinition +# nodes actually happens in the SourcePatcher class, in sources.py, which is +# called as a late-stage parsing step in manifest.py. +# +# The "patch" parsers read yaml config and properties and apply them to +# nodes that were already created from sql files. +# +# The SchemaParser and SourcePatcher both use the SchemaGenericTestParser +# (in schema_generic_tests.py) to create generic test nodes. +# +# YamlReader +# MetricParser (metrics) [schema_yaml_readers.py] +# ExposureParser (exposures) [schema_yaml_readers.py] +# GroupParser (groups) [schema_yaml_readers.py] +# SourceParser (sources) +# PatchParser +# MacroPatchParser (macros) +# NodePatchParser +# ModelPatchParser (models) +# AnalysisPatchParser (analyses) +# TestablePatchParser (seeds, snapshots) +# +# =============================================================================== + + def yaml_from_file(source_file: SchemaSourceFile) -> Dict[str, Any]: """If loading the yaml fails, raise an exception.""" try: @@ -118,61 +120,9 @@ def yaml_from_file(source_file: SchemaSourceFile) -> Dict[str, Any]: ) -class ParserRef: - """A helper object to hold parse-time references.""" - - def __init__(self): - self.column_info: Dict[str, ColumnInfo] = {} - - def _add(self, column: HasColumnProps): - tags: List[str] = [] - tags.extend(getattr(column, "tags", ())) - quote: Optional[bool] - if isinstance(column, UnparsedColumn): - quote = column.quote - else: - quote = None - - if any( - c - for c in column.constraints - if "type" not in c or not ConstraintType.is_valid(c["type"]) - ): - raise ParsingError(f"Invalid constraint type on column {column.name}") - - self.column_info[column.name] = ColumnInfo( - name=column.name, - description=column.description, - data_type=column.data_type, - constraints=[ColumnLevelConstraint.from_dict(c) for c in column.constraints], - meta=column.meta, - tags=tags, - quote=quote, - _extra=column.extra, - ) - - @classmethod - def from_target(cls, target: Union[HasColumnDocs, HasColumnTests]) -> "ParserRef": - refs = cls() - for column in target.columns: - refs._add(column) - return refs - - @classmethod - def from_versioned_target(cls, target: Versioned, version: NodeVersion) -> "ParserRef": - refs = cls() - for base_column in target.get_columns_for_version(version): - refs._add(base_column) - return refs - - -def _trimmed(inp: str) -> str: - if len(inp) < 50: - return inp - return inp[:44] + "..." + inp[-3:] - - -class SchemaParser(SimpleParser[GenericTestBlock, GenericTestNode]): +# This is the main schema file parser, but almost everything happens in the +# the schema sub-parsers. +class SchemaParser(SimpleParser[YamlBlock, ModelNode]): def __init__( self, project, @@ -181,14 +131,12 @@ def __init__( ) -> None: super().__init__(project, manifest, root_project) + self.generic_test_parser = SchemaGenericTestParser(project, manifest, root_project) + self.schema_yaml_vars = SchemaYamlVars() self.render_ctx = generate_schema_yml_context( self.root_project, self.project.project_name, self.schema_yaml_vars ) - internal_package_names = get_adapter_package_names(self.root_project.credentials.type) - self.macro_resolver = MacroResolver( - self.manifest.macros, self.root_project.project_name, internal_package_names - ) @classmethod def get_compiled_path(cls, block: FileBlock) -> str: @@ -199,343 +147,7 @@ def get_compiled_path(cls, block: FileBlock) -> str: def resource_type(self) -> NodeType: return NodeType.Test - def parse_from_dict(self, dct, validate=True) -> GenericTestNode: - if validate: - GenericTestNode.validate(dct) - return GenericTestNode.from_dict(dct) - - def parse_column_tests( - self, block: TestBlock, column: UnparsedColumn, version: Optional[NodeVersion] - ) -> None: - if not column.tests: - return - - for test in column.tests: - self.parse_test(block, test, column, version) - - def create_test_node( - self, - target: Union[UnpatchedSourceDefinition, UnparsedNodeUpdate], - path: str, - config: ContextConfig, - tags: List[str], - fqn: List[str], - name: str, - raw_code: str, - test_metadata: Dict[str, Any], - file_key_name: str, - column_name: Optional[str], - ) -> GenericTestNode: - - HASH_LENGTH = 10 - - # N.B: This function builds a hashable string from any given test_metadata dict. - # it's a bit fragile for general use (only supports str, int, float, List, Dict) - # but it gets the job done here without the overhead of complete ser(de). - def get_hashable_md(data: Union[str, int, float, List, Dict]) -> Union[str, List, Dict]: - if type(data) == dict: - return {k: get_hashable_md(data[k]) for k in sorted(data.keys())} # type: ignore - elif type(data) == list: - return [get_hashable_md(val) for val in data] # type: ignore - else: - return str(data) - - hashable_metadata = repr(get_hashable_md(test_metadata)) - hash_string = "".join([name, hashable_metadata]) - test_hash = md5(hash_string)[-HASH_LENGTH:] - - dct = { - "alias": name, - "schema": self.default_schema, - "database": self.default_database, - "fqn": fqn, - "name": name, - "resource_type": self.resource_type, - "tags": tags, - "path": path, - "original_file_path": target.original_file_path, - "package_name": self.project.project_name, - "raw_code": raw_code, - "language": "sql", - "unique_id": self.generate_unique_id(name, test_hash), - "config": self.config_dict(config), - "test_metadata": test_metadata, - "column_name": column_name, - "checksum": FileHash.empty().to_dict(omit_none=True), - "file_key_name": file_key_name, - } - try: - GenericTestNode.validate(dct) - return GenericTestNode.from_dict(dct) - except ValidationError as exc: - # this is a bit silly, but build an UnparsedNode just for error - # message reasons - node = self._create_error_node( - name=target.name, - path=path, - original_file_path=target.original_file_path, - raw_code=raw_code, - ) - raise TestConfigError(exc, node) - - # lots of time spent in this method - def _parse_generic_test( - self, - target: Testable, - test: Dict[str, Any], - tags: List[str], - column_name: Optional[str], - schema_file_id: str, - version: Optional[NodeVersion], - ) -> GenericTestNode: - try: - builder = TestBuilder( - test=test, - target=target, - column_name=column_name, - version=version, - package_name=target.package_name, - render_ctx=self.render_ctx, - ) - if self.schema_yaml_vars.env_vars: - self.store_env_vars(target, schema_file_id, self.schema_yaml_vars.env_vars) - self.schema_yaml_vars.env_vars = {} - - except ParsingError as exc: - context = _trimmed(str(target)) - msg = "Invalid test config given in {}:\n\t{}\n\t@: {}".format( - target.original_file_path, exc.msg, context - ) - raise ParsingError(msg) from exc - - except CompilationError as exc: - context = _trimmed(str(target)) - msg = ( - "Invalid generic test configuration given in " - f"{target.original_file_path}: \n{exc.msg}\n\t@: {context}" - ) - raise CompilationError(msg) from exc - - original_name = os.path.basename(target.original_file_path) - compiled_path = get_pseudo_test_path(builder.compiled_name, original_name) - - # fqn is the relative path of the yaml file where this generic test is defined, - # minus the project-level directory and the file name itself - # TODO pass a consistent path object from both UnparsedNode and UnpatchedSourceDefinition - path = pathlib.Path(target.original_file_path) - relative_path = str(path.relative_to(*path.parts[:1])) - fqn = self.get_fqn(relative_path, builder.fqn_name) - - # this is the ContextConfig that is used in render_update - config: ContextConfig = self.initial_config(fqn) - - # builder.args contains keyword args for the test macro, - # not configs which have been separated out in the builder. - # The keyword args are not completely rendered until compilation. - metadata = { - "namespace": builder.namespace, - "name": builder.name, - "kwargs": builder.args, - } - tags = sorted(set(itertools.chain(tags, builder.tags()))) - - if isinstance(target, UnpatchedSourceDefinition): - file_key_name = f"{target.source.yaml_key}.{target.source.name}" - else: - file_key_name = f"{target.yaml_key}.{target.name}" - - node = self.create_test_node( - target=target, - path=compiled_path, - config=config, - fqn=fqn, - tags=tags, - name=builder.fqn_name, - raw_code=builder.build_raw_code(), - column_name=column_name, - test_metadata=metadata, - file_key_name=file_key_name, - ) - self.render_test_update(node, config, builder, schema_file_id) - - return node - - def _lookup_attached_node( - self, target: Testable, version: Optional[NodeVersion] - ) -> Optional[Union[ManifestNode, GraphMemberNode]]: - """Look up attached node for Testable target nodes other than sources. Can be None if generic test attached to SQL node with no corresponding .sql file.""" - attached_node = None # type: Optional[Union[ManifestNode, GraphMemberNode]] - if not isinstance(target, UnpatchedSourceDefinition): - attached_node_unique_id = self.manifest.ref_lookup.get_unique_id( - target.name, None, version - ) - if attached_node_unique_id: - attached_node = self.manifest.nodes[attached_node_unique_id] - else: - disabled_node = self.manifest.disabled_lookup.find( - target.name, None - ) or self.manifest.disabled_lookup.find(target.name.upper(), None) - if disabled_node: - attached_node = self.manifest.disabled[disabled_node[0].unique_id][0] - return attached_node - - def store_env_vars(self, target, schema_file_id, env_vars): - self.manifest.env_vars.update(env_vars) - if schema_file_id in self.manifest.files: - schema_file = self.manifest.files[schema_file_id] - if isinstance(target, UnpatchedSourceDefinition): - search_name = target.source.name - yaml_key = target.source.yaml_key - if "." in search_name: # source file definitions - (search_name, _) = search_name.split(".") - else: - search_name = target.name - yaml_key = target.yaml_key - for var in env_vars.keys(): - schema_file.add_env_var(var, yaml_key, search_name) - - # This does special shortcut processing for the two - # most common internal macros, not_null and unique, - # which avoids the jinja rendering to resolve config - # and variables, etc, which might be in the macro. - # In the future we will look at generalizing this - # more to handle additional macros or to use static - # parsing to avoid jinja overhead. - def render_test_update(self, node, config, builder, schema_file_id): - macro_unique_id = self.macro_resolver.get_macro_id( - node.package_name, "test_" + builder.name - ) - # Add the depends_on here so we can limit the macros added - # to the context in rendering processing - node.depends_on.add_macro(macro_unique_id) - if macro_unique_id in ["macro.dbt.test_not_null", "macro.dbt.test_unique"]: - config_call_dict = builder.get_static_config() - config._config_call_dict = config_call_dict - # This sets the config from dbt_project - self.update_parsed_node_config(node, config) - # source node tests are processed at patch_source time - if isinstance(builder.target, UnpatchedSourceDefinition): - sources = [builder.target.fqn[-2], builder.target.fqn[-1]] - node.sources.append(sources) - else: # all other nodes - node.refs.append(RefArgs(name=builder.target.name, version=builder.version)) - else: - try: - # make a base context that doesn't have the magic kwargs field - context = generate_test_context( - node, - self.root_project, - self.manifest, - config, - self.macro_resolver, - ) - # update with rendered test kwargs (which collects any refs) - # Note: This does not actually update the kwargs with the rendered - # values. That happens in compilation. - add_rendered_test_kwargs(context, node, capture_macros=True) - # the parsed node is not rendered in the native context. - get_rendered(node.raw_code, context, node, capture_macros=True) - self.update_parsed_node_config(node, config) - # env_vars should have been updated in the context env_var method - except ValidationError as exc: - # we got a ValidationError - probably bad types in config() - raise SchemaConfigError(exc, node=node) from exc - - # Set attached_node for generic test nodes, if available. - # Generic test node inherits attached node's group config value. - attached_node = self._lookup_attached_node(builder.target, builder.version) - if attached_node: - node.attached_node = attached_node.unique_id - node.group, node.group = attached_node.group, attached_node.group - - def parse_node(self, block: GenericTestBlock) -> GenericTestNode: - """In schema parsing, we rewrite most of the part of parse_node that - builds the initial node to be parsed, but rendering is basically the - same - """ - node = self._parse_generic_test( - target=block.target, - test=block.test, - tags=block.tags, - column_name=block.column_name, - schema_file_id=block.file.file_id, - version=block.version, - ) - self.add_test_node(block, node) - return node - - def add_test_node(self, block: GenericTestBlock, node: GenericTestNode): - test_from = {"key": block.target.yaml_key, "name": block.target.name} - if node.config.enabled: - self.manifest.add_node(block.file, node, test_from) - else: - self.manifest.add_disabled(block.file, node, test_from) - - def render_with_context( - self, - node: GenericTestNode, - config: ContextConfig, - ) -> None: - """Given the parsed node and a ContextConfig to use during - parsing, collect all the refs that might be squirreled away in the test - arguments. This includes the implicit "model" argument. - """ - # make a base context that doesn't have the magic kwargs field - context = self._context_for(node, config) - # update it with the rendered test kwargs (which collects any refs) - add_rendered_test_kwargs(context, node, capture_macros=True) - - # the parsed node is not rendered in the native context. - get_rendered(node.raw_code, context, node, capture_macros=True) - - def parse_test( - self, - target_block: TestBlock, - test: TestDef, - column: Optional[UnparsedColumn], - version: Optional[NodeVersion], - ) -> None: - if isinstance(test, str): - test = {test: {}} - - if column is None: - column_name: Optional[str] = None - column_tags: List[str] = [] - else: - column_name = column.name - should_quote = column.quote or (column.quote is None and target_block.quote_columns) - if should_quote: - column_name = get_adapter(self.root_project).quote(column_name) - column_tags = column.tags - - block = GenericTestBlock.from_test_block( - src=target_block, - test=test, - column_name=column_name, - tags=column_tags, - version=version, - ) - self.parse_node(block) - - def parse_tests(self, block: TestBlock) -> None: - for column in block.columns: - self.parse_column_tests(block, column, None) - - for test in block.tests: - self.parse_test(block, test, None, None) - - def parse_versioned_tests(self, block: VersionedTestBlock) -> None: - if not block.target.versions: - self.parse_tests(block) - else: - for version in block.target.versions: - for column in block.target.get_columns_for_version(version.v): - self.parse_column_tests(block, column, version.v) - - for test in block.target.get_tests_for_version(version.v): - self.parse_test(block, test, None, version.v) - - def parse_file(self, block: FileBlock, dct: Dict = None) -> None: + def parse_file(self, block: FileBlock, dct: Optional[Dict] = None) -> None: assert isinstance(block.file, SchemaSourceFile) # If partially parsing, dct should be from pp_dict, otherwise @@ -544,10 +156,10 @@ def parse_file(self, block: FileBlock, dct: Dict = None) -> None: # contains the FileBlock and the data (dictionary) yaml_block = YamlBlock.from_file_block(block, dct) - parser: YamlDocsReader + parser: YamlReader - # There are 7 kinds of parsers: - # Model, Seed, Snapshot, Source, Macro, Analysis, Exposures + # There are 9 different yaml lists which are parsed by different parsers: + # Model, Seed, Snapshot, Source, Macro, Analysis, Exposure, Metric, Group # ModelPatchParser.parse() if "models" in dct: @@ -555,19 +167,19 @@ def parse_file(self, block: FileBlock, dct: Dict = None) -> None: # even if they are disabled in the schema file model_parse_result = ModelPatchParser(self, yaml_block, "models").parse() for versioned_test_block in model_parse_result.versioned_test_blocks: - self.parse_versioned_tests(versioned_test_block) + self.generic_test_parser.parse_versioned_tests(versioned_test_block) - # NonSourceParser.parse() + # PatchParser.parse() if "seeds" in dct: seed_parse_result = TestablePatchParser(self, yaml_block, "seeds").parse() for test_block in seed_parse_result.test_blocks: - self.parse_tests(test_block) + self.generic_test_parser.parse_tests(test_block) - # NonSourceParser.parse() + # PatchParser.parse() if "snapshots" in dct: snapshot_parse_result = TestablePatchParser(self, yaml_block, "snapshots").parse() for test_block in snapshot_parse_result.test_blocks: - self.parse_tests(test_block) + self.generic_test_parser.parse_tests(test_block) # This parser uses SourceParser.parse() which doesn't return # any test blocks. Source tests are handled at a later point @@ -576,31 +188,43 @@ def parse_file(self, block: FileBlock, dct: Dict = None) -> None: parser = SourceParser(self, yaml_block, "sources") parser.parse() - # NonSourceParser.parse() (but never test_blocks) + # PatchParser.parse() (but never test_blocks) if "macros" in dct: parser = MacroPatchParser(self, yaml_block, "macros") parser.parse() - # NonSourceParser.parse() (but never test_blocks) + # PatchParser.parse() (but never test_blocks) if "analyses" in dct: parser = AnalysisPatchParser(self, yaml_block, "analyses") parser.parse() - # parse exposures + # ExposureParser.parse() if "exposures" in dct: + from dbt.parser.schema_yaml_readers import ExposureParser + exp_parser = ExposureParser(self, yaml_block) exp_parser.parse() - # parse metrics + # MetricParser.parse() if "metrics" in dct: + from dbt.parser.schema_yaml_readers import MetricParser + metric_parser = MetricParser(self, yaml_block) metric_parser.parse() - # parse groups + # GroupParser.parse() if "groups" in dct: + from dbt.parser.schema_yaml_readers import GroupParser + group_parser = GroupParser(self, yaml_block) group_parser.parse() + if "semantic_models" in dct: + from dbt.parser.schema_yaml_readers import SemanticModelParser + + semantic_model_parser = SemanticModelParser(self, yaml_block) + semantic_model_parser.parse() + Parsed = TypeVar("Parsed", UnpatchedSourceDefinition, ParsedNodePatch, ParsedMacroPatch) NodeTarget = TypeVar("NodeTarget", UnparsedNodeUpdate, UnparsedAnalysisUpdate, UnparsedModelUpdate) @@ -620,6 +244,7 @@ class ParseResult: # abstract base class (ABCMeta) +# Four subclasses: MetricParser, ExposureParser, GroupParser, SourceParser, PatchParser class YamlReader(metaclass=ABCMeta): def __init__(self, schema_parser: SchemaParser, yaml: YamlBlock, key: str) -> None: self.schema_parser = schema_parser @@ -659,7 +284,7 @@ def get_key_dicts(self) -> Iterable[Dict[str, Any]]: if not isinstance(data, list): raise ParsingError( "{} must be a list, got {} instead: ({})".format( - self.key, type(data), _trimmed(str(data)) + self.key, type(data), trimmed(str(data)) ) ) path = self.yaml.path.original_file_path @@ -699,8 +324,6 @@ def render_entry(self, dct): ) from exc return dct - -class YamlDocsReader(YamlReader): @abstractmethod def parse(self) -> ParseResult: raise NotImplementedError("parse is abstract") @@ -710,7 +333,7 @@ def parse(self) -> ParseResult: # This parses the 'sources' keys in yaml files. -class SourceParser(YamlDocsReader): +class SourceParser(YamlReader): def _target_from_dict(self, cls: Type[T], data: Dict[str, Any]) -> T: path = self.yaml.path.original_file_path try: @@ -719,8 +342,7 @@ def _target_from_dict(self, cls: Type[T], data: Dict[str, Any]) -> T: except (ValidationError, JSONValidationError) as exc: raise YamlParseDictError(path, self.key, data, exc) - # The other parse method returns TestBlocks. This one doesn't. - # This takes the yaml dictionaries in 'sources' keys and uses them + # This parse method takes the yaml dictionaries in 'sources' keys and uses them # to create UnparsedSourceDefinition objects. They are then turned # into UnpatchedSourceDefinition objects in 'add_source_definitions' # or SourcePatch objects in 'add_source_patch' @@ -771,9 +393,8 @@ def add_source_definitions(self, source: UnparsedSourceDefinition) -> None: self.manifest.add_source(self.yaml.file, source_def) -# This class has three main subclasses: TestablePatchParser (models, -# seeds, snapshots), MacroPatchParser, and AnalysisPatchParser -class NonSourceParser(YamlDocsReader, Generic[NonSourceTarget, Parsed]): +# This class has two subclasses: NodePatchParser and MacroPatchParser +class PatchParser(YamlReader, Generic[NonSourceTarget, Parsed]): @abstractmethod def _target_type(self) -> Type[NonSourceTarget]: raise NotImplementedError("_target_type not implemented") @@ -896,11 +517,17 @@ def patch_node_config(self, node, patch): self.schema_parser.update_parsed_node_config(node, config, patch_config_dict=patch.config) -class NodePatchParser(NonSourceParser[NodeTarget, ParsedNodePatch], Generic[NodeTarget]): +# Subclasses of NodePatchParser: TestablePatchParser, ModelPatchParser, AnalysisPatchParser, +# so models, seeds, snapshots, analyses +class NodePatchParser(PatchParser[NodeTarget, ParsedNodePatch], Generic[NodeTarget]): def parse_patch(self, block: TargetBlock[NodeTarget], refs: ParserRef) -> None: # We're not passing the ParsedNodePatch around anymore, so we # could possibly skip creating one. Leaving here for now for # code consistency. + deprecation_date: Optional[datetime.datetime] = None + if isinstance(block.target, UnparsedModelUpdate): + deprecation_date = block.target.deprecation_date + patch = ParsedNodePatch( name=block.target.name, original_file_path=block.target.original_file_path, @@ -914,11 +541,16 @@ def parse_patch(self, block: TargetBlock[NodeTarget], refs: ParserRef) -> None: access=block.target.access, version=None, latest_version=None, + constraints=block.target.constraints, + deprecation_date=deprecation_date, ) assert isinstance(self.yaml.file, SchemaSourceFile) source_file: SchemaSourceFile = self.yaml.file if patch.yaml_key in ["models", "seeds", "snapshots"]: - unique_id = self.manifest.ref_lookup.get_unique_id(patch.name, None, None) + unique_id = self.manifest.ref_lookup.get_unique_id( + patch.name, self.project.project_name, None + ) or self.manifest.ref_lookup.get_unique_id(patch.name, None, None) + if unique_id: resource_type = NodeType(unique_id.split(".")[0]) if resource_type.pluralize() != patch.yaml_key: @@ -967,7 +599,7 @@ def parse_patch(self, block: TargetBlock[NodeTarget], refs: ParserRef) -> None: if patch.config: self.patch_node_config(node, patch) - node.patch(patch) + self.patch_node_properties(node, patch) else: warn_or_error( NoNodeForYamlKey( @@ -991,52 +623,36 @@ def parse_patch(self, block: TargetBlock[NodeTarget], refs: ParserRef) -> None: if patch.config: self.patch_node_config(node, patch) - node.patch(patch) - # TODO: We want to do all the actual patching either in the above node.patch() call - # or here, but it will require some thought to the details. For now the patching is - # awkwardly split. - self.patch_constraints(node, block.target.constraints) - node.build_contract_checksum() - - def patch_constraints(self, node, constraints): - contract_config = node.config.get("contract") - if isinstance(node, ModelNode) and contract_config.enforced is True: - self._validate_constraint_prerequisites(node) - - if any( - c for c in constraints if "type" not in c or not ConstraintType.is_valid(c["type"]) - ): - raise ParsingError( - f"Invalid constraint type on model {node.name}: " - f"Type must be one of {[ct.value for ct in ConstraintType]}" - ) - - node.constraints = [ModelLevelConstraint.from_dict(c) for c in constraints] - - def _validate_constraint_prerequisites(self, model_node: ModelNode): - errors = [] - if not model_node.columns: - errors.append( - "Constraints must be defined in a `yml` schema configuration file like `schema.yml`." - ) - - if model_node.config.materialized not in ["table", "view", "incremental"]: - errors.append( - f"Only table, view, and incremental materializations are supported for constraints, but found '{model_node.config.materialized}'" - ) - - if str(model_node.language) != "sql": - errors.append(f"Language Error: Expected 'sql' but found '{model_node.language}'") - - if errors: - raise ParsingError( - f"Constraint validation failed for: ({model_node.original_file_path})\n" - + "\n".join(errors) - ) + self.patch_node_properties(node, patch) + + def patch_node_properties(self, node, patch: "ParsedNodePatch"): + """Given a ParsedNodePatch, add the new information to the node.""" + # explicitly pick out the parts to update so we don't inadvertently + # step on the model name or anything + # Note: config should already be updated + node.patch_path = patch.file_id + # update created_at so process_docs will run in partial parsing + node.created_at = time.time() + node.description = patch.description + node.columns = patch.columns + node.name = patch.name + + if not isinstance(node, ModelNode): + for attr in ["latest_version", "access", "version", "constraints"]: + if getattr(patch, attr): + warn_or_error( + ValidationWarning( + field_name=attr, + resource_type=node.resource_type.value, + node_name=patch.name, + ) + ) # TestablePatchParser = seeds, snapshots class TestablePatchParser(NodePatchParser[UnparsedNodeUpdate]): + __test__ = False + def get_block(self, node: UnparsedNodeUpdate) -> TestBlock: return TestBlock.from_yaml_block(self.yaml, node) @@ -1068,18 +684,27 @@ def parse_patch(self, block: TargetBlock[UnparsedModelUpdate], refs: ParserRef) else: assert isinstance(self.yaml.file, SchemaSourceFile) source_file: SchemaSourceFile = self.yaml.file - latest_version = target.latest_version or max(versions).v + latest_version = ( + target.latest_version if target.latest_version is not None else max(versions).v + ) for unparsed_version in versions: versioned_model_name = ( unparsed_version.defined_in or f"{block.name}_{unparsed_version.formatted_v}" ) # ref lookup without version - version is not set yet versioned_model_unique_id = self.manifest.ref_lookup.get_unique_id( - versioned_model_name, None, None + versioned_model_name, target.package_name, None ) versioned_model_node = None add_node_nofile_fn: Callable + + # If this is the latest version, it's allowed to define itself in a model file name that doesn't have a suffix + if versioned_model_unique_id is None and unparsed_version.v == latest_version: + versioned_model_unique_id = self.manifest.ref_lookup.get_unique_id( + block.name, target.package_name, None + ) + if versioned_model_unique_id is None: # Node might be disabled. Following call returns list of matching disabled nodes found_nodes = self.manifest.disabled_lookup.find(versioned_model_name, None) @@ -1151,20 +776,19 @@ def parse_patch(self, block: TargetBlock[UnparsedModelUpdate], refs: ParserRef) access=unparsed_version.access or target.access, version=unparsed_version.v, latest_version=latest_version, + constraints=unparsed_version.constraints or target.constraints, + deprecation_date=unparsed_version.deprecation_date, ) # Node patched before config because config patching depends on model name, # which may have been updated in the version patch - versioned_model_node.patch(versioned_model_patch) - # TODO: We want to do all the actual patching either in the above node.patch() call - # or here, but it will require some thought to the details. For now the patching is - # awkwardly split. - self.patch_constraints( - versioned_model_node, unparsed_version.constraints or target.constraints - ) - versioned_model_node.build_contract_checksum() + # versioned_model_node.patch(versioned_model_patch) + self.patch_node_properties(versioned_model_node, versioned_model_patch) # Includes alias recomputation self.patch_node_config(versioned_model_node, versioned_model_patch) + + # Need to reapply this here, in the case that 'contract: {enforced: true}' was during config-setting + versioned_model_node.build_contract_checksum() source_file.append_patch( versioned_model_patch.yaml_key, versioned_model_node.unique_id ) @@ -1174,6 +798,71 @@ def parse_patch(self, block: TargetBlock[UnparsedModelUpdate], refs: ParserRef) def _target_type(self) -> Type[UnparsedModelUpdate]: return UnparsedModelUpdate + def patch_node_properties(self, node, patch: "ParsedNodePatch"): + super().patch_node_properties(node, patch) + node.version = patch.version + node.latest_version = patch.latest_version + node.deprecation_date = patch.deprecation_date + if patch.access: + if AccessType.is_valid(patch.access): + node.access = AccessType(patch.access) + else: + raise InvalidAccessTypeError( + unique_id=node.unique_id, + field_value=patch.access, + ) + self.patch_constraints(node, patch.constraints) + node.build_contract_checksum() + + def patch_constraints(self, node, constraints): + contract_config = node.config.get("contract") + if contract_config.enforced is True: + self._validate_constraint_prerequisites(node) + + if any( + c for c in constraints if "type" not in c or not ConstraintType.is_valid(c["type"]) + ): + raise ParsingError( + f"Invalid constraint type on model {node.name}: " + f"Type must be one of {[ct.value for ct in ConstraintType]}" + ) + + node.constraints = [ModelLevelConstraint.from_dict(c) for c in constraints] + + def _validate_constraint_prerequisites(self, model_node: ModelNode): + + column_warn_unsupported = [ + constraint.warn_unsupported + for column in model_node.columns.values() + for constraint in column.constraints + ] + model_warn_unsupported = [ + constraint.warn_unsupported for constraint in model_node.constraints + ] + warn_unsupported = column_warn_unsupported + model_warn_unsupported + + # if any constraint has `warn_unsupported` as True then send the warning + if any(warn_unsupported) and not model_node.materialization_enforces_constraints: + warn_or_error( + UnsupportedConstraintMaterialization(materialized=model_node.config.materialized), + node=model_node, + ) + + errors = [] + if not model_node.columns: + errors.append( + "Constraints must be defined in a `yml` schema configuration file like `schema.yml`." + ) + + if str(model_node.language) != "sql": + errors.append(f"Language Error: Expected 'sql' but found '{model_node.language}'") + + if errors: + raise ParsingError( + f"Contract enforcement failed for: ({model_node.original_file_path})\n" + + "\n".join(errors) + ) + class AnalysisPatchParser(NodePatchParser[UnparsedAnalysisUpdate]): def get_block(self, node: UnparsedAnalysisUpdate) -> TargetBlock: @@ -1183,7 +872,7 @@ def _target_type(self) -> Type[UnparsedAnalysisUpdate]: return UnparsedAnalysisUpdate -class MacroPatchParser(NonSourceParser[UnparsedMacroUpdate, ParsedMacroPatch]): +class MacroPatchParser(PatchParser[UnparsedMacroUpdate, ParsedMacroPatch]): def get_block(self, node: UnparsedMacroUpdate) -> TargetBlock: return TargetBlock.from_yaml_block(self.yaml, node) @@ -1214,259 +903,11 @@ def parse_patch(self, block: TargetBlock[UnparsedMacroUpdate], refs: ParserRef) package_name, existing_file_path = macro.patch_path.split("://") raise DuplicateMacroPatchNameError(patch, existing_file_path) source_file.macro_patches[patch.name] = unique_id - macro.patch(patch) - - -class ExposureParser(YamlReader): - def __init__(self, schema_parser: SchemaParser, yaml: YamlBlock): - super().__init__(schema_parser, yaml, NodeType.Exposure.pluralize()) - self.schema_parser = schema_parser - self.yaml = yaml - - def parse_exposure(self, unparsed: UnparsedExposure): - package_name = self.project.project_name - unique_id = f"{NodeType.Exposure}.{package_name}.{unparsed.name}" - path = self.yaml.path.relative_path - - fqn = self.schema_parser.get_fqn_prefix(path) - fqn.append(unparsed.name) - - config = self._generate_exposure_config( - target=unparsed, - fqn=fqn, - package_name=package_name, - rendered=True, - ) - - config = config.finalize_and_validate() - - unrendered_config = self._generate_exposure_config( - target=unparsed, - fqn=fqn, - package_name=package_name, - rendered=False, - ) - - if not isinstance(config, ExposureConfig): - raise DbtInternalError( - f"Calculated a {type(config)} for an exposure, but expected an ExposureConfig" - ) - - parsed = Exposure( - resource_type=NodeType.Exposure, - package_name=package_name, - path=path, - original_file_path=self.yaml.path.original_file_path, - unique_id=unique_id, - fqn=fqn, - name=unparsed.name, - type=unparsed.type, - url=unparsed.url, - meta=unparsed.meta, - tags=unparsed.tags, - description=unparsed.description, - label=unparsed.label, - owner=unparsed.owner, - maturity=unparsed.maturity, - config=config, - unrendered_config=unrendered_config, - ) - ctx = generate_parse_exposure( - parsed, - self.root_project, - self.schema_parser.manifest, - package_name, - ) - depends_on_jinja = "\n".join("{{ " + line + "}}" for line in unparsed.depends_on) - get_rendered(depends_on_jinja, ctx, parsed, capture_macros=True) - # parsed now has a populated refs/sources/metrics - - if parsed.config.enabled: - self.manifest.add_exposure(self.yaml.file, parsed) - else: - self.manifest.add_disabled(self.yaml.file, parsed) - - def _generate_exposure_config( - self, target: UnparsedExposure, fqn: List[str], package_name: str, rendered: bool - ): - generator: BaseContextConfigGenerator - if rendered: - generator = ContextConfigGenerator(self.root_project) - else: - generator = UnrenderedConfigGenerator(self.root_project) - - # configs with precendence set - precedence_configs = dict() - # apply exposure configs - precedence_configs.update(target.config) - - return generator.calculate_node_config( - config_call_dict={}, - fqn=fqn, - resource_type=NodeType.Exposure, - project_name=package_name, - base=False, - patch_config_dict=precedence_configs, - ) - - def parse(self): - for data in self.get_key_dicts(): - try: - UnparsedExposure.validate(data) - unparsed = UnparsedExposure.from_dict(data) - except (ValidationError, JSONValidationError) as exc: - raise YamlParseDictError(self.yaml.path, self.key, data, exc) - - self.parse_exposure(unparsed) - - -class MetricParser(YamlReader): - def __init__(self, schema_parser: SchemaParser, yaml: YamlBlock): - super().__init__(schema_parser, yaml, NodeType.Metric.pluralize()) - self.schema_parser = schema_parser - self.yaml = yaml - - def parse_metric(self, unparsed: UnparsedMetric): - package_name = self.project.project_name - unique_id = f"{NodeType.Metric}.{package_name}.{unparsed.name}" - path = self.yaml.path.relative_path - - fqn = self.schema_parser.get_fqn_prefix(path) - fqn.append(unparsed.name) - - config = self._generate_metric_config( - target=unparsed, - fqn=fqn, - package_name=package_name, - rendered=True, - ) - - config = config.finalize_and_validate() - - unrendered_config = self._generate_metric_config( - target=unparsed, - fqn=fqn, - package_name=package_name, - rendered=False, - ) - - if not isinstance(config, MetricConfig): - raise DbtInternalError( - f"Calculated a {type(config)} for a metric, but expected a MetricConfig" - ) - - parsed = Metric( - resource_type=NodeType.Metric, - package_name=package_name, - path=path, - original_file_path=self.yaml.path.original_file_path, - unique_id=unique_id, - fqn=fqn, - model=unparsed.model, - name=unparsed.name, - description=unparsed.description, - label=unparsed.label, - calculation_method=unparsed.calculation_method, - expression=str(unparsed.expression), - timestamp=unparsed.timestamp, - dimensions=unparsed.dimensions, - window=unparsed.window, - time_grains=unparsed.time_grains, - filters=unparsed.filters, - meta=unparsed.meta, - tags=unparsed.tags, - config=config, - unrendered_config=unrendered_config, - group=config.group, - ) - - ctx = generate_parse_metrics( - parsed, - self.root_project, - self.schema_parser.manifest, - package_name, - ) - - if parsed.model is not None: - model_ref = "{{ " + parsed.model + " }}" - get_rendered(model_ref, ctx, parsed) - - parsed.expression = get_rendered( - parsed.expression, - ctx, - node=parsed, - ) - - # if the metric is disabled we do not want it included in the manifest, only in the disabled dict - if parsed.config.enabled: - self.manifest.add_metric(self.yaml.file, parsed) - else: - self.manifest.add_disabled(self.yaml.file, parsed) - - def _generate_metric_config( - self, target: UnparsedMetric, fqn: List[str], package_name: str, rendered: bool - ): - generator: BaseContextConfigGenerator - if rendered: - generator = ContextConfigGenerator(self.root_project) - else: - generator = UnrenderedConfigGenerator(self.root_project) - - # configs with precendence set - precedence_configs = dict() - # first apply metric configs - precedence_configs.update(target.config) - - config = generator.calculate_node_config( - config_call_dict={}, - fqn=fqn, - resource_type=NodeType.Metric, - project_name=package_name, - base=False, - patch_config_dict=precedence_configs, - ) - return config - - def parse(self): - for data in self.get_key_dicts(): - try: - UnparsedMetric.validate(data) - unparsed = UnparsedMetric.from_dict(data) - - except (ValidationError, JSONValidationError) as exc: - raise YamlParseDictError(self.yaml.path, self.key, data, exc) - self.parse_metric(unparsed) - - -class GroupParser(YamlReader): - def __init__(self, schema_parser: SchemaParser, yaml: YamlBlock): - super().__init__(schema_parser, yaml, NodeType.Group.pluralize()) - self.schema_parser = schema_parser - self.yaml = yaml - - def parse_group(self, unparsed: UnparsedGroup): - package_name = self.project.project_name - unique_id = f"{NodeType.Group}.{package_name}.{unparsed.name}" - path = self.yaml.path.relative_path - - parsed = Group( - resource_type=NodeType.Group, - package_name=package_name, - path=path, - original_file_path=self.yaml.path.original_file_path, - unique_id=unique_id, - name=unparsed.name, - owner=unparsed.owner, - ) - - self.manifest.add_group(self.yaml.file, parsed) - - def parse(self): - for data in self.get_key_dicts(): - try: - UnparsedGroup.validate(data) - unparsed = UnparsedGroup.from_dict(data) - except (ValidationError, JSONValidationError) as exc: - raise YamlParseDictError(self.yaml.path, self.key, data, exc) - self.parse_group(unparsed) + # former macro.patch code + macro.patch_path = patch.file_id + macro.description = patch.description + macro.created_at = time.time() + macro.meta = patch.meta + macro.docs = patch.docs + macro.arguments = patch.arguments diff --git a/core/dbt/parser/sources.py b/core/dbt/parser/sources.py index 164c885b30f..4095599a9c4 100644 --- a/core/dbt/parser/sources.py +++ b/core/dbt/parser/sources.py @@ -29,7 +29,8 @@ from dbt.exceptions import DbtInternalError from dbt.node_types import NodeType -from dbt.parser.schemas import SchemaParser, ParserRef +from dbt.parser.common import ParserRef +from dbt.parser.schema_generic_tests import SchemaGenericTestParser # An UnparsedSourceDefinition is taken directly from the yaml @@ -48,7 +49,7 @@ def __init__( ) -> None: self.root_project = root_project self.manifest = manifest - self.schema_parsers: Dict[str, SchemaParser] = {} + self.generic_test_parsers: Dict[str, SchemaGenericTestParser] = {} self.patches_used: Dict[SourceKey, Set[str]] = {} self.sources: Dict[str, SourceDefinition] = {} @@ -188,18 +189,18 @@ def parse_source(self, target: UnpatchedSourceDefinition) -> SourceDefinition: parsed_source.relation_name = self._get_relation_name(parsed_source) return parsed_source - # This code uses the SchemaParser because it shares the '_parse_generic_test' - # code. It might be nice to separate out the generic test code - # and make it common to the schema parser and source patcher. - def get_schema_parser_for(self, package_name: str) -> "SchemaParser": - if package_name in self.schema_parsers: - schema_parser = self.schema_parsers[package_name] + # Use the SchemaGenericTestParser to parse the source tests + def get_generic_test_parser_for(self, package_name: str) -> "SchemaGenericTestParser": + if package_name in self.generic_test_parsers: + generic_test_parser = self.generic_test_parsers[package_name] else: all_projects = self.root_project.load_dependencies() project = all_projects[package_name] - schema_parser = SchemaParser(project, self.manifest, self.root_project) - self.schema_parsers[package_name] = schema_parser - return schema_parser + generic_test_parser = SchemaGenericTestParser( + project, self.manifest, self.root_project + ) + self.generic_test_parsers[package_name] = generic_test_parser + return generic_test_parser def get_source_tests(self, target: UnpatchedSourceDefinition) -> Iterable[GenericTestNode]: for test, column in target.get_tests(): @@ -226,7 +227,7 @@ def get_patch_for( self.patches_used[key].add(unpatched.table.name) return patch - # This calls _parse_generic_test in the SchemaParser + # This calls parse_generic_test in the SchemaGenericTestParser def parse_source_test( self, target: UnpatchedSourceDefinition, @@ -247,10 +248,8 @@ def parse_source_test( tags_sources.append(column.tags) tags = list(itertools.chain.from_iterable(tags_sources)) - # TODO: make the generic_test code common so we don't need to - # create schema parsers to handle the tests - schema_parser = self.get_schema_parser_for(target.package_name) - node = schema_parser._parse_generic_test( + generic_test_parser = self.get_generic_test_parser_for(target.package_name) + node = generic_test_parser.parse_generic_test( target=target, test=test, tags=tags, diff --git a/core/dbt/plugins/__init__.py b/core/dbt/plugins/__init__.py new file mode 100644 index 00000000000..e6ed7198d80 --- /dev/null +++ b/core/dbt/plugins/__init__.py @@ -0,0 +1,23 @@ +from typing import Optional + +from .manager import PluginManager + +# these are just exports, they need "noqa" so flake8 will not complain. +from .manager import dbtPlugin, dbt_hook # noqa + + +PLUGIN_MANAGER: Optional[PluginManager] = None + + +def set_up_plugin_manager(project_name: str): + global PLUGIN_MANAGER + PLUGIN_MANAGER = PluginManager.from_modules(project_name) + + +def get_plugin_manager(project_name: str) -> PluginManager: + global PLUGIN_MANAGER + if not PLUGIN_MANAGER: + set_up_plugin_manager(project_name) + + assert PLUGIN_MANAGER + return PLUGIN_MANAGER diff --git a/core/dbt/plugins/contracts.py b/core/dbt/plugins/contracts.py new file mode 100644 index 00000000000..a9db066dfca --- /dev/null +++ b/core/dbt/plugins/contracts.py @@ -0,0 +1,9 @@ +from typing import Dict + +# just exports, they need "noqa" so flake8 will not complain. +from dbt.contracts.util import ArtifactMixin as PluginArtifact, schema_version # noqa +from dbt.contracts.util import BaseArtifactMetadata, AdditionalPropertiesMixin # noqa +from dbt.dataclass_schema import dbtClassMixin, ExtensibleDbtClassMixin # noqa + + +PluginArtifacts = Dict[str, PluginArtifact] diff --git a/core/dbt/plugins/exceptions.py b/core/dbt/plugins/exceptions.py new file mode 100644 index 00000000000..a4d95467bfb --- /dev/null +++ b/core/dbt/plugins/exceptions.py @@ -0,0 +1,2 @@ +# just exports, they need "noqa" so flake8 will not complain. +from dbt.exceptions import dbtPluginError # noqa diff --git a/core/dbt/plugins/manager.py b/core/dbt/plugins/manager.py new file mode 100644 index 00000000000..df6c455528a --- /dev/null +++ b/core/dbt/plugins/manager.py @@ -0,0 +1,133 @@ +import importlib +import pkgutil +from typing import Dict, List, Callable + +from dbt.contracts.graph.manifest import Manifest +from dbt.exceptions import DbtRuntimeError +from dbt.plugins.contracts import PluginArtifacts +from dbt.plugins.manifest import PluginNodes +import dbt.tracking + + +def dbt_hook(func): + def inner(*args, **kwargs): + try: + return func(*args, **kwargs) + except Exception as e: + raise DbtRuntimeError(f"{func.__name__}: {e}") + + setattr(inner, "is_dbt_hook", True) + return inner + + +class dbtPlugin: + """ + EXPERIMENTAL: dbtPlugin is the base class for creating plugins. + Its interface is **not** stable and will likely change between dbt-core versions. + """ + + def __init__(self, project_name: str): + self.project_name = project_name + try: + self.initialize() + except DbtRuntimeError as e: + # Remove the first line of DbtRuntimeError to avoid redundant "Runtime Error" line + raise DbtRuntimeError("\n".join(str(e).split("\n")[1:])) + except Exception as e: + raise DbtRuntimeError(str(e)) + + @property + def name(self) -> str: + return self.__class__.__name__ + + def initialize(self) -> None: + """ + Initialize the plugin. This function may be overridden by subclasses that have + additional initialization steps. + """ + pass + + def get_nodes(self) -> PluginNodes: + """ + Provide PluginNodes to dbt for injection into dbt's DAG. + Currently the only node types that are accepted are model nodes. + """ + raise NotImplementedError(f"get_nodes hook not implemented for {self.name}") + + def get_manifest_artifacts(self, manifest: Manifest) -> PluginArtifacts: + """ + Given a manifest, provide PluginArtifacts derived for writing by core. + PluginArtifacts share the same lifecycle as the manifest.json file -- they + will either be written or not depending on whether the manifest is written. + """ + raise NotImplementedError(f"get_manifest_artifacts hook not implemented for {self.name}") + + +class PluginManager: + PLUGIN_MODULE_PREFIX = "dbt_" + PLUGIN_ATTR_NAME = "plugins" + + def __init__(self, plugins: List[dbtPlugin]): + self._plugins = plugins + self._valid_hook_names = set() + # default hook implementations from dbtPlugin + for hook_name in dir(dbtPlugin): + if not hook_name.startswith("_"): + self._valid_hook_names.add(hook_name) + + self.hooks: Dict[str, List[Callable]] = {} + for plugin in self._plugins: + for hook_name in dir(plugin): + hook = getattr(plugin, hook_name) + if ( + callable(hook) + and hasattr(hook, "is_dbt_hook") + and hook_name in self._valid_hook_names + ): + if hook_name in self.hooks: + self.hooks[hook_name].append(hook) + else: + self.hooks[hook_name] = [hook] + + @classmethod + def from_modules(cls, project_name: str) -> "PluginManager": + discovered_dbt_modules = { + name: importlib.import_module(name) + for _, name, _ in pkgutil.iter_modules() + if name.startswith(cls.PLUGIN_MODULE_PREFIX) + } + + plugins = [] + for name, module in discovered_dbt_modules.items(): + if hasattr(module, cls.PLUGIN_ATTR_NAME): + available_plugins = getattr(module, cls.PLUGIN_ATTR_NAME, []) + for plugin_cls in available_plugins: + assert issubclass( + plugin_cls, dbtPlugin + ), f"'plugin' in {name} must be subclass of dbtPlugin" + plugin = plugin_cls(project_name=project_name) + plugins.append(plugin) + return cls(plugins=plugins) + + def get_manifest_artifacts(self, manifest: Manifest) -> PluginArtifacts: + all_plugin_artifacts = {} + for hook_method in self.hooks.get("get_manifest_artifacts", []): + plugin_artifacts = hook_method(manifest) + all_plugin_artifacts.update(plugin_artifacts) + return all_plugin_artifacts + + def get_nodes(self) -> PluginNodes: + all_plugin_nodes = PluginNodes() + for hook_method in self.hooks.get("get_nodes", []): + plugin_nodes = hook_method() + dbt.tracking.track_plugin_get_nodes( + { + "plugin_name": hook_method.__self__.name, # type: ignore + "num_model_nodes": len(plugin_nodes.models), + "num_model_packages": len( + {model.package_name for model in plugin_nodes.models.values()} + ), + } + ) + all_plugin_nodes.update(plugin_nodes) + return all_plugin_nodes diff --git a/core/dbt/plugins/manifest.py b/core/dbt/plugins/manifest.py new file mode 100644 index 00000000000..112cd1565b3 --- /dev/null +++ b/core/dbt/plugins/manifest.py @@ -0,0 +1,21 @@ +from dataclasses import dataclass, field +from typing import Dict + +from dbt.contracts.graph.node_args import ModelNodeArgs + +# all these are just exports, they need "noqa" so flake8 will not complain. +from dbt.contracts.graph.manifest import Manifest # noqa +from dbt.node_types import AccessType, NodeType # noqa +from dbt.contracts.graph.unparsed import NodeVersion # noqa +from dbt.graph.graph import UniqueId # noqa + + +@dataclass +class PluginNodes: + models: Dict[str, ModelNodeArgs] = field(default_factory=dict) + + def add_model(self, model_args: ModelNodeArgs) -> None: + self.models[model_args.unique_id] = model_args + + def update(self, other: "PluginNodes"): + self.models.update(other.models) diff --git a/core/dbt/semver.py b/core/dbt/semver.py index e4020931f30..2afcf25aee7 100644 --- a/core/dbt/semver.py +++ b/core/dbt/semver.py @@ -107,7 +107,7 @@ def from_version_string(cls, version_string): def __str__(self): return self.to_version_string() - def to_range(self): + def to_range(self) -> "VersionRange": range_start: VersionSpecifier = UnboundedVersionSpecifier() range_end: VersionSpecifier = UnboundedVersionSpecifier() diff --git a/core/dbt/task/base.py b/core/dbt/task/base.py index 2e33d5769e9..3e7d7544578 100644 --- a/core/dbt/task/base.py +++ b/core/dbt/task/base.py @@ -193,7 +193,7 @@ def __init__(self, node): class BaseRunner(metaclass=ABCMeta): - def __init__(self, config, adapter, node, node_index, num_nodes): + def __init__(self, config, adapter, node, node_index, num_nodes) -> None: self.config = config self.adapter = adapter self.node = node @@ -296,19 +296,6 @@ def from_run_result(self, result, start_time, timing_info): failures=result.failures, ) - def skip_result(self, node, message): - thread_id = threading.current_thread().name - return RunResult( - status=RunStatus.Skipped, - thread_id=thread_id, - execution_time=0, - timing=[], - message=message, - node=node, - adapter_response={}, - failures=None, - ) - def compile_and_execute(self, manifest, ctx): result = None with self.adapter.connection_for(self.node) if get_flags().INTROSPECT else nullcontext(): @@ -318,12 +305,11 @@ def compile_and_execute(self, manifest, ctx): node_info=ctx.node.node_info, ) ) - with collect_timing_info("compile") as timing_info: + with collect_timing_info("compile", ctx.timing.append): # if we fail here, we still have a compiled node to return # this has the benefit of showing a build path for the errant # model ctx.node = self.compile(manifest) - ctx.timing.append(timing_info) # for ephemeral nodes, we only want to compile, not run if not ctx.node.is_ephemeral_model or self.run_ephemeral_models: @@ -333,12 +319,10 @@ def compile_and_execute(self, manifest, ctx): node_info=ctx.node.node_info, ) ) - with collect_timing_info("execute") as timing_info: + with collect_timing_info("execute", ctx.timing.append): result = self.run(ctx.node, manifest) ctx.node = result.node - ctx.timing.append(timing_info) - return result def _handle_catchable_exception(self, e, ctx): @@ -402,8 +386,7 @@ def safe_run(self, manifest): error = exc_str if error is not None: - # we could include compile time for runtime errors here - result = self.error_result(ctx.node, error, started, []) + result = self.error_result(ctx.node, error, started, ctx.timing) elif result is not None: result = self.from_run_result(result, started, ctx.timing) else: @@ -487,7 +470,7 @@ def on_skip(self): ) ) - node_result = self.skip_result(self.node, error_message) + node_result = RunResult.from_node(self.node, RunStatus.Skipped, error_message) return node_result def do_skip(self, cause=None): diff --git a/core/dbt/task/clone.py b/core/dbt/task/clone.py new file mode 100644 index 00000000000..87fb1a78106 --- /dev/null +++ b/core/dbt/task/clone.py @@ -0,0 +1,170 @@ +import threading +from typing import AbstractSet, Any, List, Iterable, Set + +from dbt.adapters.base import BaseRelation +from dbt.clients.jinja import MacroGenerator +from dbt.context.providers import generate_runtime_model_context +from dbt.contracts.results import RunStatus, RunResult +from dbt.dataclass_schema import dbtClassMixin +from dbt.exceptions import DbtInternalError, CompilationError +from dbt.graph import ResourceTypeSelector +from dbt.node_types import NodeType +from dbt.parser.manifest import write_manifest +from dbt.task.base import BaseRunner +from dbt.task.run import _validate_materialization_relations_dict +from dbt.task.runnable import GraphRunnableTask + + +class CloneRunner(BaseRunner): + def before_execute(self): + pass + + def after_execute(self, result): + pass + + def _build_run_model_result(self, model, context): + result = context["load_result"]("main") + if result: + status = RunStatus.Success + message = str(result.response) + else: + status = RunStatus.Success + message = "No-op" + adapter_response = {} + if result and isinstance(result.response, dbtClassMixin): + adapter_response = result.response.to_dict(omit_none=True) + return RunResult( + node=model, + status=status, + timing=[], + thread_id=threading.current_thread().name, + execution_time=0, + message=message, + adapter_response=adapter_response, + failures=None, + ) + + def compile(self, manifest): + # no-op + return self.node + + def _materialization_relations(self, result: Any, model) -> List[BaseRelation]: + if isinstance(result, str): + msg = ( + 'The materialization ("{}") did not explicitly return a ' + "list of relations to add to the cache.".format(str(model.get_materialization())) + ) + raise CompilationError(msg, node=model) + + if isinstance(result, dict): + return _validate_materialization_relations_dict(result, model) + + msg = ( + "Invalid return value from materialization, expected a dict " + 'with key "relations", got: {}'.format(str(result)) + ) + raise CompilationError(msg, node=model) + + def execute(self, model, manifest): + context = generate_runtime_model_context(model, self.config, manifest) + materialization_macro = manifest.find_materialization_macro_by_name( + self.config.project_name, "clone", self.adapter.type() + ) + + if "config" not in context: + raise DbtInternalError( + "Invalid materialization context generated, missing config: {}".format(context) + ) + + context_config = context["config"] + + hook_ctx = self.adapter.pre_model_hook(context_config) + try: + result = MacroGenerator(materialization_macro, context)() + finally: + self.adapter.post_model_hook(context_config, hook_ctx) + + for relation in self._materialization_relations(result, model): + self.adapter.cache_added(relation.incorporate(dbt_created=True)) + + return self._build_run_model_result(model, context) + + +class CloneTask(GraphRunnableTask): + def raise_on_first_error(self): + return False + + def get_model_schemas(self, adapter, selected_uids: Iterable[str]) -> Set[BaseRelation]: + if self.manifest is None: + raise DbtInternalError("manifest was None in get_model_schemas") + result: Set[BaseRelation] = set() + + for node in self.manifest.nodes.values(): + if node.unique_id not in selected_uids: + continue + if node.is_relational and not node.is_ephemeral: + relation = adapter.Relation.create_from(self.config, node) + result.add(relation.without_identifier()) + + # cache the 'other' schemas too! + if node.defer_relation: # type: ignore + other_relation = adapter.Relation.create_from_node( + self.config, node.defer_relation # type: ignore + ) + result.add(other_relation.without_identifier()) + + return result + + def before_run(self, adapter, selected_uids: AbstractSet[str]): + with adapter.connection_named("master"): + # unlike in other tasks, we want to add information from the --state manifest *before* caching! + self.defer_to_manifest(adapter, selected_uids) + # only create *our* schemas, but cache *other* schemas in addition + schemas_to_create = super().get_model_schemas(adapter, selected_uids) + self.create_schemas(adapter, schemas_to_create) + schemas_to_cache = self.get_model_schemas(adapter, selected_uids) + self.populate_adapter_cache(adapter, schemas_to_cache) + + @property + def resource_types(self): + if not self.args.resource_types: + return NodeType.refable() + + values = set(self.args.resource_types) + + if "all" in values: + values.remove("all") + values.update(NodeType.refable()) + + values = [NodeType(val) for val in values if val in NodeType.refable()] + + return list(values) + + def get_node_selector(self) -> ResourceTypeSelector: + resource_types = self.resource_types + + if self.manifest is None or self.graph is None: + raise DbtInternalError("manifest and graph must be set to get perform node selection") + return ResourceTypeSelector( + graph=self.graph, + manifest=self.manifest, + previous_state=self.previous_state, + resource_types=resource_types, + ) + + def get_runner_type(self, _): + return CloneRunner + + # Note that this is different behavior from --defer with other commands, which *merge* + # selected nodes from this manifest + unselected nodes from the other manifest + def defer_to_manifest(self, adapter, selected_uids: AbstractSet[str]): + deferred_manifest = self._get_deferred_manifest() + if deferred_manifest is None: + return + if self.manifest is None: + raise DbtInternalError( + "Expected to defer to manifest, but there is no runtime manifest to defer from!" + ) + self.manifest.add_from_artifact(other=deferred_manifest) + # TODO: is it wrong to write the manifest here? I think it's right... + write_manifest(self.manifest, self.config.target_path) diff --git a/core/dbt/task/compile.py b/core/dbt/task/compile.py index dbf469cd093..ba505e1a6ec 100644 --- a/core/dbt/task/compile.py +++ b/core/dbt/task/compile.py @@ -5,8 +5,13 @@ from dbt.contracts.results import RunStatus, RunResult from dbt.events.base_types import EventLevel from dbt.events.functions import fire_event -from dbt.events.types import CompiledNode, Note -from dbt.exceptions import DbtInternalError, DbtRuntimeError +from dbt.events.types import CompiledNode, Note, ParseInlineNodeError +from dbt.exceptions import ( + CompilationError, + DbtInternalError, + Exception as DbtException, +) + from dbt.graph import ResourceTypeSelector from dbt.node_types import NodeType from dbt.parser.manifest import write_manifest, process_node @@ -97,18 +102,7 @@ def task_end_messages(self, results): ) def _get_deferred_manifest(self) -> Optional[WritableManifest]: - if not self.args.defer: - return None - - state = self.previous_state - if state is None: - raise DbtRuntimeError( - "Received a --defer argument, but no value was provided to --state" - ) - - if state.manifest is None: - raise DbtRuntimeError(f'Could not find manifest in --state path: "{self.args.state}"') - return state.manifest + return super()._get_deferred_manifest() if self.args.defer else None def defer_to_manifest(self, adapter, selected_uids: AbstractSet[str]): deferred_manifest = self._get_deferred_manifest() @@ -125,18 +119,31 @@ def defer_to_manifest(self, adapter, selected_uids: AbstractSet[str]): favor_state=bool(self.args.favor_state), ) # TODO: is it wrong to write the manifest here? I think it's right... - write_manifest(self.manifest, self.config.target_path) + write_manifest(self.manifest, self.config.project_target_path) def _runtime_initialize(self): if getattr(self.args, "inline", None): - block_parser = SqlBlockParser( - project=self.config, manifest=self.manifest, root_project=self.config - ) - sql_node = block_parser.parse_remote(self.args.inline, "inline_query") - process_node(self.config, self.manifest, sql_node) - # keep track of the node added to the manifest - self._inline_node_id = sql_node.unique_id - + try: + block_parser = SqlBlockParser( + project=self.config, manifest=self.manifest, root_project=self.config + ) + sql_node = block_parser.parse_remote(self.args.inline, "inline_query") + process_node(self.config, self.manifest, sql_node) + # keep track of the node added to the manifest + self._inline_node_id = sql_node.unique_id + except CompilationError as exc: + fire_event( + ParseInlineNodeError( + exc=str(exc.msg), + node_info={ + "node_path": "sql/inline_query", + "node_name": "inline_query", + "unique_id": "sqloperation.test.inline_query", + "node_status": "failed", + }, + ) + ) + raise DbtException("Error parsing inline query") super()._runtime_initialize() def after_run(self, adapter, results): diff --git a/core/dbt/task/debug.py b/core/dbt/task/debug.py index 8e70cb68da6..415f6949e68 100644 --- a/core/dbt/task/debug.py +++ b/core/dbt/task/debug.py @@ -1,8 +1,12 @@ # coding=utf-8 +import importlib import os import platform import sys -from typing import Optional, Dict, Any, List + +from collections import namedtuple +from enum import Flag +from typing import Optional, Dict, Any, List, Tuple from dbt.events.functions import fire_event from dbt.events.types import ( @@ -15,6 +19,7 @@ from dbt.adapters.factory import get_adapter, register_adapter from dbt.config import PartialProject, Project, Profile from dbt.config.renderer import DbtProjectYamlRenderer, ProfileRenderer +from dbt.contracts.results import RunStatus from dbt.clients.yaml_helper import load_yaml_text from dbt.links import ProfileConfigDocs from dbt.ui import green, red @@ -58,8 +63,18 @@ FILE_NOT_FOUND = "file not found" +SubtaskStatus = namedtuple( + "SubtaskStatus", ["log_msg", "run_status", "details", "summary_message"] +) + + +class DebugRunStatus(Flag): + SUCCESS = True + FAIL = False + + class DebugTask(BaseTask): - def __init__(self, args, config): + def __init__(self, args, config) -> None: super().__init__(args, config) self.profiles_dir = args.PROFILES_DIR self.profile_path = os.path.join(self.profiles_dir, "profiles.yml") @@ -77,13 +92,9 @@ def __init__(self, args, config): # set by _load_* self.profile: Optional[Profile] = None - self.profile_fail_details = "" self.raw_profile_data: Optional[Dict[str, Any]] = None self.profile_name: Optional[str] = None self.project: Optional[Project] = None - self.project_fail_details = "" - self.any_failure = False - self.messages: List[str] = [] @property def project_profile(self): @@ -91,85 +102,150 @@ def project_profile(self): return None return self.project.profile_name - def path_info(self): - open_cmd = dbt.clients.system.open_dir_cmd() - fire_event(OpenCommand(open_cmd=open_cmd, profiles_dir=self.profiles_dir)) - - def run(self): + def run(self) -> bool: + # WARN: this is a legacy workflow that is not compatible with other runtime flags if self.args.config_dir: - self.path_info() - return not self.any_failure + fire_event( + OpenCommand( + open_cmd=dbt.clients.system.open_dir_cmd(), profiles_dir=str(self.profiles_dir) + ) + ) + return DebugRunStatus.SUCCESS.value - version = get_installed_version().to_version_string(skip_matcher=True) + version: str = get_installed_version().to_version_string(skip_matcher=True) fire_event(DebugCmdOut(msg="dbt version: {}".format(version))) fire_event(DebugCmdOut(msg="python version: {}".format(sys.version.split()[0]))) fire_event(DebugCmdOut(msg="python path: {}".format(sys.executable))) fire_event(DebugCmdOut(msg="os info: {}".format(platform.platform()))) + + # Load profile if possible, then load adapter info (which requires the profile) + load_profile_status: SubtaskStatus = self._load_profile() + fire_event(DebugCmdOut(msg="Using profiles dir at {}".format(self.profiles_dir))) fire_event(DebugCmdOut(msg="Using profiles.yml file at {}".format(self.profile_path))) fire_event(DebugCmdOut(msg="Using dbt_project.yml file at {}".format(self.project_path))) - self.test_configuration() - self.test_dependencies() - self.test_connection() + if load_profile_status.run_status == RunStatus.Success: + if self.profile is None: + raise dbt.exceptions.DbtInternalError( + "Profile should not be None if loading profile completed" + ) + else: + adapter_type: str = self.profile.credentials.type - if self.any_failure: - fire_event( - DebugCmdResult(msg=red(f"{(pluralize(len(self.messages), 'check'))} failed:")) + adapter_version: str = self._read_adapter_version( + f"dbt.adapters.{adapter_type}.__version__" ) + fire_event(DebugCmdOut(msg="adapter type: {}".format(adapter_type))) + fire_event(DebugCmdOut(msg="adapter version: {}".format(adapter_version))) + + # Get project loaded to do additional checks + load_project_status: SubtaskStatus = self._load_project() + + dependencies_statuses: List[SubtaskStatus] = [] + if self.args.connection: + fire_event(DebugCmdOut(msg="Skipping steps before connection verification")) else: - fire_event(DebugCmdResult(msg=green("All checks passed!"))) + # this job's status not logged since already accounted for in _load_* commands + self.test_configuration(load_profile_status.log_msg, load_project_status.log_msg) + dependencies_statuses = self.test_dependencies() + + # Test connection + connection_status = self.test_connection() + + # Log messages from any fails + all_statuses: List[SubtaskStatus] = [ + load_profile_status, + load_project_status, + *dependencies_statuses, + connection_status, + ] + all_failing_statuses: List[SubtaskStatus] = list( + filter(lambda status: status.run_status == RunStatus.Error, all_statuses) + ) - for message in self.messages: - fire_event(DebugCmdResult(msg=f"{message}\n")) + failure_count: int = len(all_failing_statuses) + if failure_count > 0: + fire_event(DebugCmdResult(msg=red(f"{(pluralize(failure_count, 'check'))} failed:"))) + for status in all_failing_statuses: + fire_event(DebugCmdResult(msg=f"{status.summary_message}\n")) + return DebugRunStatus.FAIL.value + else: + fire_event(DebugCmdResult(msg=green("All checks passed!"))) + return DebugRunStatus.SUCCESS.value - return not self.any_failure + # ============================== + # Override for elsewhere in core + # ============================== def interpret_results(self, results): return results - def _load_project(self): - if not os.path.exists(self.project_path): - self.project_fail_details = FILE_NOT_FOUND - return red("ERROR not found") + # =============== + # Loading profile + # =============== - renderer = DbtProjectYamlRenderer(self.profile, self.cli_vars) - - try: - self.project = Project.from_project_root( - self.project_dir, - renderer, - verify_version=self.args.VERSION_CHECK, + def _load_profile(self) -> SubtaskStatus: + """ + Side effects: load self.profile + load self.target_name + load self.raw_profile_data + """ + if not os.path.exists(self.profile_path): + return SubtaskStatus( + log_msg=red("ERROR not found"), + run_status=RunStatus.Error, + details=FILE_NOT_FOUND, + summary_message=MISSING_PROFILE_MESSAGE.format( + path=self.profile_path, url=ProfileConfigDocs + ), ) - except dbt.exceptions.DbtConfigError as exc: - self.project_fail_details = str(exc) - return red("ERROR invalid") - return green("OK found and valid") + raw_profile_data = load_yaml_text(dbt.clients.system.load_file_contents(self.profile_path)) + if isinstance(raw_profile_data, dict): + self.raw_profile_data = raw_profile_data - def _profile_found(self): - if not self.raw_profile_data: - return red("ERROR not found") - assert self.raw_profile_data is not None - if self.profile_name in self.raw_profile_data: - return green("OK found") - else: - return red("ERROR not found") + profile_errors = [] + profile_names, summary_message = self._choose_profile_names() + renderer = ProfileRenderer(self.cli_vars) + for profile_name in profile_names: + try: + profile: Profile = Profile.render( + renderer, + profile_name, + self.args.profile, + self.args.target, + # TODO: Generalize safe access to flags.THREADS: + # https://github.com/dbt-labs/dbt-core/issues/6259 + getattr(self.args, "threads", None), + ) + except dbt.exceptions.DbtConfigError as exc: + profile_errors.append(str(exc)) + else: + if len(profile_names) == 1: + # if a profile was specified, set it on the task + self.target_name = self._choose_target_name(profile_name) + self.profile = profile - def _target_found(self): - requirements = self.raw_profile_data and self.profile_name and self.target_name - if not requirements: - return red("ERROR not found") - # mypy appeasement, we checked just above - assert self.raw_profile_data is not None - assert self.profile_name is not None - assert self.target_name is not None - if self.profile_name not in self.raw_profile_data: - return red("ERROR not found") - profiles = self.raw_profile_data[self.profile_name]["outputs"] - if self.target_name not in profiles: - return red("ERROR not found") - return green("OK found") + if profile_errors: + details = "\n\n".join(profile_errors) + return SubtaskStatus( + log_msg=red("ERROR invalid"), + run_status=RunStatus.Error, + details=details, + summary_message=( + summary_message + f"Profile loading failed for the following reason:" + f"\n{details}" + f"\n" + ), + ) + else: + return SubtaskStatus( + log_msg=green("OK found and valid"), + run_status=RunStatus.Success, + details="", + summary_message="Profile is valid", + ) - def _choose_profile_names(self) -> Optional[List[str]]: + def _choose_profile_names(self) -> Tuple[List[str], str]: project_profile: Optional[str] = None if os.path.exists(self.project_path): try: @@ -185,7 +261,7 @@ def _choose_profile_names(self) -> Optional[List[str]]: args_profile: Optional[str] = getattr(self.args, "profile", None) try: - return [Profile.pick_profile_name(args_profile, project_profile)] + return [Profile.pick_profile_name(args_profile, project_profile)], "" except dbt.exceptions.DbtConfigError: pass # try to guess @@ -194,16 +270,30 @@ def _choose_profile_names(self) -> Optional[List[str]]: if self.raw_profile_data: profiles = [k for k in self.raw_profile_data if k != "config"] if project_profile is None: - self.messages.append("Could not load dbt_project.yml") + summary_message = "Could not load dbt_project.yml\n" elif len(profiles) == 0: - self.messages.append("The profiles.yml has no profiles") + summary_message = "The profiles.yml has no profiles\n" elif len(profiles) == 1: - self.messages.append(ONLY_PROFILE_MESSAGE.format(profiles[0])) + summary_message = ONLY_PROFILE_MESSAGE.format(profiles[0]) else: - self.messages.append( - MULTIPLE_PROFILE_MESSAGE.format("\n".join(" - {}".format(o) for o in profiles)) + summary_message = MULTIPLE_PROFILE_MESSAGE.format( + "\n".join(" - {}".format(o) for o in profiles) ) - return profiles + return profiles, summary_message + + def _read_adapter_version(self, module) -> str: + """read the version out of a standard adapter file""" + try: + version = importlib.import_module(module).version + except ModuleNotFoundError: + version = red("ERROR not found") + except Exception as exc: + version = red("ERROR {}".format(exc)) + raise dbt.exceptions.DbtInternalError( + f"Error when reading adapter version from {module}: {exc}" + ) + + return version def _choose_target_name(self, profile_name: str): has_raw_profile = ( @@ -227,75 +317,109 @@ def _choose_target_name(self, profile_name: str): ) return target_name - def _load_profile(self): - if not os.path.exists(self.profile_path): - self.profile_fail_details = FILE_NOT_FOUND - self.messages.append( - MISSING_PROFILE_MESSAGE.format(path=self.profile_path, url=ProfileConfigDocs) + # =============== + # Loading project + # =============== + + def _load_project(self) -> SubtaskStatus: + """ + Side effect: load self.project + """ + if not os.path.exists(self.project_path): + return SubtaskStatus( + log_msg=red("ERROR not found"), + run_status=RunStatus.Error, + details=FILE_NOT_FOUND, + summary_message=( + f"Project loading failed for the following reason:" + f"\n project path <{self.project_path}> not found" + ), ) - self.any_failure = True - return red("ERROR not found") + + renderer = DbtProjectYamlRenderer(self.profile, self.cli_vars) try: - raw_profile_data = load_yaml_text( - dbt.clients.system.load_file_contents(self.profile_path) + self.project = Project.from_project_root( + self.project_dir, + renderer, + verify_version=self.args.VERSION_CHECK, + ) + except dbt.exceptions.DbtConfigError as exc: + return SubtaskStatus( + log_msg=red("ERROR invalid"), + run_status=RunStatus.Error, + details=str(exc), + summary_message=( + f"Project loading failed for the following reason:" f"\n{str(exc)}" f"\n" + ), ) - except Exception: - pass # we'll report this when we try to load the profile for real else: - if isinstance(raw_profile_data, dict): - self.raw_profile_data = raw_profile_data + return SubtaskStatus( + log_msg=green("OK found and valid"), + run_status=RunStatus.Success, + details="", + summary_message="Project is valid", + ) - profile_errors = [] - profile_names = self._choose_profile_names() - renderer = ProfileRenderer(self.cli_vars) - for profile_name in profile_names: - try: - profile: Profile = Profile.render( - renderer, - profile_name, - self.args.profile, - self.args.target, - # TODO: Generalize safe access to flags.THREADS: - # https://github.com/dbt-labs/dbt-core/issues/6259 - getattr(self.args, "threads", None), - ) - except dbt.exceptions.DbtConfigError as exc: - profile_errors.append(str(exc)) - else: - if len(profile_names) == 1: - # if a profile was specified, set it on the task - self.target_name = self._choose_target_name(profile_name) - self.profile = profile + def _profile_found(self) -> str: + if not self.raw_profile_data: + return red("ERROR not found") + assert self.raw_profile_data is not None + if self.profile_name in self.raw_profile_data: + return green("OK found") + else: + return red("ERROR not found") - if profile_errors: - self.profile_fail_details = "\n\n".join(profile_errors) - return red("ERROR invalid") - return green("OK found and valid") + def _target_found(self) -> str: + requirements = self.raw_profile_data and self.profile_name and self.target_name + if not requirements: + return red("ERROR not found") + # mypy appeasement, we checked just above + assert self.raw_profile_data is not None + assert self.profile_name is not None + assert self.target_name is not None + if self.profile_name not in self.raw_profile_data: + return red("ERROR not found") + profiles = self.raw_profile_data[self.profile_name]["outputs"] + if self.target_name not in profiles: + return red("ERROR not found") + else: + return green("OK found") - def test_git(self): + # ============ + # Config tests + # ============ + + def test_git(self) -> SubtaskStatus: try: dbt.clients.system.run_cmd(os.getcwd(), ["git", "--help"]) except dbt.exceptions.ExecutableError as exc: - self.messages.append("Error from git --help: {!s}".format(exc)) - self.any_failure = True - return red("ERROR") - return green("OK found") + return SubtaskStatus( + log_msg=red("ERROR"), + run_status=RunStatus.Error, + details="git error", + summary_message="Error from git --help: {!s}".format(exc), + ) + else: + return SubtaskStatus( + log_msg=green("OK found"), + run_status=RunStatus.Success, + details="", + summary_message="git is installed and on the path", + ) - def test_dependencies(self): + def test_dependencies(self) -> List[SubtaskStatus]: fire_event(DebugCmdOut(msg="Required dependencies:")) - logline_msg = self.test_git() - fire_event(DebugCmdResult(msg=f" - git [{logline_msg}]\n")) - - def test_configuration(self): - fire_event(DebugCmdOut(msg="Configuration:")) + git_test_status = self.test_git() + fire_event(DebugCmdResult(msg=f" - git [{git_test_status.log_msg}]\n")) - profile_status = self._load_profile() - fire_event(DebugCmdOut(msg=f" profiles.yml file [{profile_status}]")) + return [git_test_status] - project_status = self._load_project() - fire_event(DebugCmdOut(msg=f" dbt_project.yml file [{project_status}]")) + def test_configuration(self, profile_status_msg, project_status_msg): + fire_event(DebugCmdOut(msg="Configuration:")) + fire_event(DebugCmdOut(msg=f" profiles.yml file [{profile_status_msg}]")) + fire_event(DebugCmdOut(msg=f" dbt_project.yml file [{project_status_msg}]")) # skip profile stuff if we can't find a profile name if self.profile_name is not None: @@ -310,72 +434,57 @@ def test_configuration(self): ) ) - self._log_project_fail() - self._log_profile_fail() - - def _log_project_fail(self): - if not self.project_fail_details: - return - - self.any_failure = True - if self.project_fail_details == FILE_NOT_FOUND: - return - msg = ( - f"Project loading failed for the following reason:" - f"\n{self.project_fail_details}" - f"\n" - ) - self.messages.append(msg) - - def _log_profile_fail(self): - if not self.profile_fail_details: - return - - self.any_failure = True - if self.profile_fail_details == FILE_NOT_FOUND: - return - msg = ( - f"Profile loading failed for the following reason:" - f"\n{self.profile_fail_details}" - f"\n" - ) - self.messages.append(msg) + # =============== + # Connection test + # =============== @staticmethod - def attempt_connection(profile): - """Return a string containing the error message, or None if there was - no error. - """ + def attempt_connection(profile) -> Optional[str]: + """Return a string containing the error message, or None if there was no error.""" register_adapter(profile) adapter = get_adapter(profile) try: with adapter.connection_named("debug"): + # is defined in adapter class adapter.debug_query() except Exception as exc: return COULD_NOT_CONNECT_MESSAGE.format( err=str(exc), url=ProfileConfigDocs, ) - return None - def _connection_result(self): - result = self.attempt_connection(self.profile) - if result is not None: - self.messages.append(result) - self.any_failure = True - return red("ERROR") - return green("OK connection ok") - - def test_connection(self): - if not self.profile: - return + def test_connection(self) -> SubtaskStatus: + if self.profile is None: + fire_event(DebugCmdOut(msg="Connection test skipped since no profile was found")) + return SubtaskStatus( + log_msg=red("SKIPPED"), + run_status=RunStatus.Skipped, + details="No profile found", + summary_message="Connection test skipped since no profile was found", + ) + fire_event(DebugCmdOut(msg="Connection:")) for k, v in self.profile.credentials.connection_info(): fire_event(DebugCmdOut(msg=f" {k}: {v}")) - res = self._connection_result() - fire_event(DebugCmdOut(msg=f" Connection test: [{res}]\n")) + connection_result = self.attempt_connection(self.profile) + if connection_result is None: + status = SubtaskStatus( + log_msg=green("OK connection ok"), + run_status=RunStatus.Success, + details="", + summary_message="Connection test passed", + ) + else: + status = SubtaskStatus( + log_msg=red("ERROR"), + run_status=RunStatus.Error, + details="Failure in connecting to db", + summary_message=connection_result, + ) + fire_event(DebugCmdOut(msg=f" Connection test: [{status.log_msg}]\n")) + return status @classmethod def validate_connection(cls, target_dict): diff --git a/core/dbt/task/deps.py b/core/dbt/task/deps.py index 3f194db01d6..849c17b5779 100644 --- a/core/dbt/task/deps.py +++ b/core/dbt/task/deps.py @@ -1,5 +1,5 @@ from typing import Any, Optional - +from pathlib import Path import dbt.utils import dbt.deprecations import dbt.exceptions @@ -29,6 +29,12 @@ class DepsTask(BaseTask): def __init__(self, args: Any, project: Project): + # N.B. This is a temporary fix for a bug when using relative paths via + # --project-dir with deps. A larger overhaul of our path handling methods + # is needed to fix this the "right" way. + # See GH-7615 + project.project_root = str(Path(project.project_root).resolve()) + move_to_nearest_project_dir(project.project_root) super().__init__(args=args, config=None, project=project) self.cli_vars = args.vars diff --git a/core/dbt/task/freshness.py b/core/dbt/task/freshness.py index 95ff76083a9..32f09dd7470 100644 --- a/core/dbt/task/freshness.py +++ b/core/dbt/task/freshness.py @@ -9,7 +9,6 @@ from .runnable import GraphRunnableTask from dbt.contracts.results import ( - FreshnessExecutionResultArtifact, FreshnessResult, PartialSourceFreshnessResult, SourceFreshnessResult, @@ -117,6 +116,11 @@ def execute(self, compiled_node, manifest): status = compiled_node.freshness.status(freshness["age"]) + # adapter_response was not returned in previous versions, so this will be None + # we cannot call to_dict() on NoneType + if adapter_response: + adapter_response = adapter_response.to_dict(omit_none=True) + return SourceFreshnessResult( node=compiled_node, status=status, @@ -124,7 +128,7 @@ def execute(self, compiled_node, manifest): timing=[], execution_time=0, message=None, - adapter_response=adapter_response.to_dict(omit_none=True), + adapter_response=adapter_response or {}, failures=None, **freshness, ) @@ -155,7 +159,7 @@ def result_path(self): if self.args.output: return os.path.realpath(self.args.output) else: - return os.path.join(self.config.target_path, RESULT_FILE_NAME) + return os.path.join(self.config.project_target_path, RESULT_FILE_NAME) def raise_on_first_error(self): return False @@ -173,10 +177,6 @@ def get_node_selector(self): def get_runner_type(self, _): return FreshnessRunner - def write_result(self, result): - artifact = FreshnessExecutionResultArtifact.from_result(result) - artifact.write(self.result_path()) - def get_result(self, results, elapsed_time, generated_at): return FreshnessResult.from_node_results( elapsed_time=elapsed_time, generated_at=generated_at, results=results diff --git a/core/dbt/task/generate.py b/core/dbt/task/generate.py index 4b2fdc49e3a..5e21213e8fb 100644 --- a/core/dbt/task/generate.py +++ b/core/dbt/task/generate.py @@ -2,6 +2,7 @@ import shutil from datetime import datetime from typing import Dict, List, Any, Optional, Tuple, Set +import agate from dbt.dataclass_schema import ValidationError @@ -213,10 +214,12 @@ def run(self) -> CatalogArtifact: compile_results=compile_results, ) - shutil.copyfile(DOCS_INDEX_FILE_PATH, os.path.join(self.config.target_path, "index.html")) + shutil.copyfile( + DOCS_INDEX_FILE_PATH, os.path.join(self.config.project_target_path, "index.html") + ) for asset_path in self.config.asset_paths: - to_asset_path = os.path.join(self.config.target_path, asset_path) + to_asset_path = os.path.join(self.config.project_target_path, asset_path) if os.path.exists(to_asset_path): shutil.rmtree(to_asset_path) @@ -227,10 +230,14 @@ def run(self) -> CatalogArtifact: if self.manifest is None: raise DbtInternalError("self.manifest was None in run!") - adapter = get_adapter(self.config) - with adapter.connection_named("generate_catalog"): - fire_event(BuildingCatalog()) - catalog_table, exceptions = adapter.get_catalog(self.manifest) + if self.args.empty_catalog: + catalog_table: agate.Table = agate.Table([]) + exceptions: List[Exception] = [] + else: + adapter = get_adapter(self.config) + with adapter.connection_named("generate_catalog"): + fire_event(BuildingCatalog()) + catalog_table, exceptions = adapter.get_catalog(self.manifest) catalog_data: List[PrimitiveDict] = [ dict(zip(catalog_table.column_names, map(dbt.utils._coerce_decimal, row))) @@ -252,10 +259,10 @@ def run(self) -> CatalogArtifact: errors=errors, ) - path = os.path.join(self.config.target_path, CATALOG_FILENAME) + path = os.path.join(self.config.project_target_path, CATALOG_FILENAME) results.write(path) if self.args.compile: - write_manifest(self.manifest, self.config.target_path) + write_manifest(self.manifest, self.config.project_target_path) if exceptions: fire_event(WriteCatalogFailure(num_exceptions=len(exceptions))) diff --git a/core/dbt/task/init.py b/core/dbt/task/init.py index dcc37d859bf..4f7509bc708 100644 --- a/core/dbt/task/init.py +++ b/core/dbt/task/init.py @@ -3,7 +3,6 @@ from pathlib import Path import re import shutil -import sys from typing import Optional import yaml @@ -145,17 +144,17 @@ def write_profile(self, profile: dict, profile_name: str): This will overwrite any profile with a matching name.""" # Create the profile directory if it doesn't exist profiles_filepath = Path(get_flags().PROFILES_DIR) / Path("profiles.yml") + + profiles = {profile_name: profile} + if profiles_filepath.exists(): - with open(profiles_filepath, "r+") as f: + with open(profiles_filepath, "r") as f: profiles = yaml.safe_load(f) or {} profiles[profile_name] = profile - f.seek(0) - yaml.dump(profiles, f) - f.truncate() - else: - profiles = {profile_name: profile} - with open(profiles_filepath, "w") as f: - yaml.dump(profiles, f) + + # Write the profiles dictionary to a brand-new or pre-existing file + with open(profiles_filepath, "w") as f: + yaml.dump(profiles, f) def create_profile_from_profile_template(self, profile_template: dict, profile_name: str): """Create and write a profile using the supplied profile_template.""" @@ -221,6 +220,10 @@ def create_profile_using_project_profile_template(self, profile_name): def ask_for_adapter_choice(self) -> str: """Ask the user which adapter (database) they'd like to use.""" available_adapters = list(_get_adapter_plugin_names()) + + if not available_adapters: + raise dbt.exceptions.NoAdaptersAvailableError() + prompt_msg = ( "Which database would you like to use?\n" + "\n".join([f"[{n+1}] {v}" for n, v in enumerate(available_adapters)]) @@ -244,6 +247,21 @@ def get_valid_project_name(self) -> str: return name + def create_new_project(self, project_name: str): + self.copy_starter_repo(project_name) + os.chdir(project_name) + with open("dbt_project.yml", "r") as f: + content = f"{f.read()}".format(project_name=project_name, profile_name=project_name) + with open("dbt_project.yml", "w") as f: + f.write(content) + fire_event( + ProjectCreated( + project_name=project_name, + docs_url=DOCS_URL, + slack_url=SLACK_URL, + ) + ) + def run(self): """Entry point for the init task.""" profiles_dir = get_flags().PROFILES_DIR @@ -258,8 +276,21 @@ def run(self): if in_project: # When dbt init is run inside an existing project, # just setup the user's profile. - fire_event(SettingUpProfile()) profile_name = self.get_profile_name_from_current_project() + else: + # When dbt init is run outside of an existing project, + # create a new project and set up the user's profile. + project_name = self.get_valid_project_name() + project_path = Path(project_name) + if project_path.exists(): + fire_event(ProjectNameAlreadyExists(name=project_name)) + return + self.create_new_project(project_name) + profile_name = project_name + + # Ask for adapter only if skip_profile_setup flag is not provided. + if not self.args.skip_profile_setup: + fire_event(SettingUpProfile()) if not self.check_if_can_write_profile(profile_name=profile_name): return # If a profile_template.yml exists in the project root, that effectively @@ -275,38 +306,3 @@ def run(self): fire_event(InvalidProfileTemplateYAML()) adapter = self.ask_for_adapter_choice() self.create_profile_from_target(adapter, profile_name=profile_name) - return - - # When dbt init is run outside of an existing project, - # create a new project and set up the user's profile. - available_adapters = list(_get_adapter_plugin_names()) - if not len(available_adapters): - print("No adapters available. Go to https://docs.getdbt.com/docs/available-adapters") - sys.exit(1) - project_name = self.get_valid_project_name() - project_path = Path(project_name) - if project_path.exists(): - fire_event(ProjectNameAlreadyExists(name=project_name)) - return - - self.copy_starter_repo(project_name) - os.chdir(project_name) - with open("dbt_project.yml", "r+") as f: - content = f"{f.read()}".format(project_name=project_name, profile_name=project_name) - f.seek(0) - f.write(content) - f.truncate() - - # Ask for adapter only if skip_profile_setup flag is not provided. - if not self.args.skip_profile_setup: - if not self.check_if_can_write_profile(profile_name=project_name): - return - adapter = self.ask_for_adapter_choice() - self.create_profile_from_target(adapter, profile_name=project_name) - fire_event( - ProjectCreated( - project_name=project_name, - docs_url=DOCS_URL, - slack_url=SLACK_URL, - ) - ) diff --git a/core/dbt/task/list.py b/core/dbt/task/list.py index 5553f290433..94cd4997cc2 100644 --- a/core/dbt/task/list.py +++ b/core/dbt/task/list.py @@ -15,6 +15,7 @@ ListCmdOut, ) from dbt.exceptions import DbtRuntimeError, DbtInternalError +from dbt.events.contextvars import task_contextvars class ListTask(GraphRunnableTask): @@ -123,20 +124,23 @@ def generate_paths(self): yield node.original_file_path def run(self): - self.compile_manifest() - output = self.args.output - if output == "selector": - generator = self.generate_selectors - elif output == "name": - generator = self.generate_names - elif output == "json": - generator = self.generate_json - elif output == "path": - generator = self.generate_paths - else: - raise DbtInternalError("Invalid output {}".format(output)) + # We set up a context manager here with "task_contextvars" because we + # we need the project_root in compile_manifest. + with task_contextvars(project_root=self.config.project_root): + self.compile_manifest() + output = self.args.output + if output == "selector": + generator = self.generate_selectors + elif output == "name": + generator = self.generate_names + elif output == "json": + generator = self.generate_json + elif output == "path": + generator = self.generate_paths + else: + raise DbtInternalError("Invalid output {}".format(output)) - return self.output_results(generator()) + return self.output_results(generator()) def output_results(self, results): """Log, or output a plain, newline-delimited, and ready-to-pipe list of nodes found.""" @@ -194,6 +198,7 @@ def get_node_selector(self): manifest=self.manifest, previous_state=self.previous_state, resource_types=self.resource_types, + include_empty_nodes=True, ) def interpret_results(self, results): diff --git a/core/dbt/task/printer.py b/core/dbt/task/printer.py index 9fae854bdb4..94a76675ba7 100644 --- a/core/dbt/task/printer.py +++ b/core/dbt/task/printer.py @@ -14,8 +14,6 @@ RunResultErrorNoMessage, SQLCompiledPath, CheckNodeTestFailure, - FirstRunResultError, - AfterFirstRunResultError, EndOfRunSummary, ) @@ -118,15 +116,7 @@ def print_run_result_error(result, newline: bool = True, is_warning: bool = Fals fire_event(CheckNodeTestFailure(relation_name=result.node.relation_name)) elif result.message is not None: - first = True - for line in result.message.split("\n"): - # TODO: why do we format like this? Is there a reason this needs to - # be split instead of sending it as a single log line? - if first: - fire_event(FirstRunResultError(msg=line)) - first = False - else: - fire_event(AfterFirstRunResultError(msg=line)) + fire_event(RunResultError(msg=result.message)) def print_run_end_messages(results, keyboard_interrupt: bool = False) -> None: diff --git a/core/dbt/task/retry.py b/core/dbt/task/retry.py new file mode 100644 index 00000000000..3a14932aea8 --- /dev/null +++ b/core/dbt/task/retry.py @@ -0,0 +1,116 @@ +from pathlib import Path + +from dbt.cli.flags import Flags +from dbt.cli.types import Command as CliCommand +from dbt.config import RuntimeConfig +from dbt.contracts.results import NodeStatus +from dbt.contracts.state import PreviousState +from dbt.exceptions import DbtRuntimeError +from dbt.graph import GraphQueue +from dbt.task.base import ConfiguredTask +from dbt.task.build import BuildTask +from dbt.task.clone import CloneTask +from dbt.task.compile import CompileTask +from dbt.task.generate import GenerateTask +from dbt.task.run import RunTask +from dbt.task.run_operation import RunOperationTask +from dbt.task.seed import SeedTask +from dbt.task.snapshot import SnapshotTask +from dbt.task.test import TestTask + +RETRYABLE_STATUSES = {NodeStatus.Error, NodeStatus.Fail, NodeStatus.Skipped, NodeStatus.RuntimeErr} + +TASK_DICT = { + "build": BuildTask, + "compile": CompileTask, + "clone": CloneTask, + "generate": GenerateTask, + "seed": SeedTask, + "snapshot": SnapshotTask, + "test": TestTask, + "run": RunTask, + "run-operation": RunOperationTask, +} + +CMD_DICT = { + "build": CliCommand.BUILD, + "compile": CliCommand.COMPILE, + "clone": CliCommand.CLONE, + "generate": CliCommand.DOCS_GENERATE, + "seed": CliCommand.SEED, + "snapshot": CliCommand.SNAPSHOT, + "test": CliCommand.TEST, + "run": CliCommand.RUN, + "run-operation": CliCommand.RUN_OPERATION, +} + + +class RetryTask(ConfiguredTask): + def __init__(self, args, config, manifest): + super().__init__(args, config, manifest) + + state_path = self.args.state or self.config.target_path + + if self.args.warn_error: + RETRYABLE_STATUSES.add(NodeStatus.Warn) + + self.previous_state = PreviousState( + state_path=Path(state_path), + target_path=Path(self.config.target_path), + project_root=Path(self.config.project_root), + ) + + if not self.previous_state.results: + raise DbtRuntimeError( + f"Could not find previous run in '{state_path}' target directory" + ) + + self.previous_args = self.previous_state.results.args + self.previous_command_name = self.previous_args.get("which") + self.task_class = TASK_DICT.get(self.previous_command_name) + + def run(self): + unique_ids = set( + [ + result.unique_id + for result in self.previous_state.results.results + if result.status in RETRYABLE_STATUSES + ] + ) + + cli_command = CMD_DICT.get(self.previous_command_name) + + # Remove these args when their default values are present, otherwise they'll raise an exception + args_to_remove = { + "show": lambda x: True, + "resource_types": lambda x: x == [], + "warn_error_options": lambda x: x == {"exclude": [], "include": []}, + } + + for k, v in args_to_remove.items(): + if k in self.previous_args and v(self.previous_args[k]): + del self.previous_args[k] + + retry_flags = Flags.from_dict(cli_command, self.previous_args) + retry_config = RuntimeConfig.from_args(args=retry_flags) + + class TaskWrapper(self.task_class): + def get_graph_queue(self): + new_graph = self.graph.get_subset_graph(unique_ids) + return GraphQueue( + new_graph.graph, + self.manifest, + unique_ids, + ) + + task = TaskWrapper( + retry_flags, + retry_config, + self.manifest, + ) + + return_value = task.run() + return return_value + + def interpret_results(self, *args, **kwargs): + return self.task_class.interpret_results(*args, **kwargs) diff --git a/core/dbt/task/run.py b/core/dbt/task/run.py index 4b1cea04727..5c2f2d1f094 100644 --- a/core/dbt/task/run.py +++ b/core/dbt/task/run.py @@ -301,18 +301,18 @@ def execute(self, model, manifest): class RunTask(CompileTask): - def __init__(self, args, config, manifest): + def __init__(self, args, config, manifest) -> None: super().__init__(args, config, manifest) - self.ran_hooks = [] + self.ran_hooks: List[HookNode] = [] self._total_executed = 0 def index_offset(self, value: int) -> int: return self._total_executed + value - def raise_on_first_error(self): + def raise_on_first_error(self) -> bool: return False - def get_hook_sql(self, adapter, hook, idx, num_hooks, extra_context): + def get_hook_sql(self, adapter, hook, idx, num_hooks, extra_context) -> str: compiler = adapter.get_compiler() compiled = compiler.compile_node(hook, self.manifest, extra_context) statement = compiled.compiled_code @@ -337,7 +337,7 @@ def get_hooks_by_type(self, hook_type: RunHookType) -> List[HookNode]: hooks.sort(key=self._hook_keyfunc) return hooks - def run_hooks(self, adapter, hook_type: RunHookType, extra_context): + def run_hooks(self, adapter, hook_type: RunHookType, extra_context) -> None: ordered_hooks = self.get_hooks_by_type(hook_type) # on-run-* hooks should run outside of a transaction. This happens @@ -423,7 +423,7 @@ def safe_run_hooks( ) ) - def print_results_line(self, results, execution_time): + def print_results_line(self, results, execution_time) -> None: nodes = [r.node for r in results if hasattr(r, "node")] + self.ran_hooks stat_line = get_counts(nodes) @@ -440,7 +440,7 @@ def print_results_line(self, results, execution_time): ) ) - def before_run(self, adapter, selected_uids: AbstractSet[str]): + def before_run(self, adapter, selected_uids: AbstractSet[str]) -> None: with adapter.connection_named("master"): required_schemas = self.get_model_schemas(adapter, selected_uids) self.create_schemas(adapter, required_schemas) @@ -448,7 +448,7 @@ def before_run(self, adapter, selected_uids: AbstractSet[str]): self.defer_to_manifest(adapter, selected_uids) self.safe_run_hooks(adapter, RunHookType.Start, {}) - def after_run(self, adapter, results): + def after_run(self, adapter, results) -> None: # in on-run-end hooks, provide the value 'database_schemas', which is a # list of unique (database, schema) pairs that successfully executed # models were in. For backwards compatibility, include the old @@ -484,6 +484,6 @@ def get_node_selector(self) -> ResourceTypeSelector: def get_runner_type(self, _): return ModelRunner - def task_end_messages(self, results): + def task_end_messages(self, results) -> None: if results: print_run_end_messages(results) diff --git a/core/dbt/task/run_operation.py b/core/dbt/task/run_operation.py index 70bf39042f7..15f0e9c65cf 100644 --- a/core/dbt/task/run_operation.py +++ b/core/dbt/task/run_operation.py @@ -1,19 +1,26 @@ -from datetime import datetime +import os +import threading import traceback +from datetime import datetime import agate -from .base import ConfiguredTask - import dbt.exceptions from dbt.adapters.factory import get_adapter -from dbt.contracts.results import RunOperationResultsArtifact +from dbt.contracts.files import FileHash +from dbt.contracts.graph.nodes import HookNode +from dbt.contracts.results import RunResultsArtifact, RunResult, RunStatus, TimingInfo from dbt.events.functions import fire_event from dbt.events.types import ( RunningOperationCaughtError, RunningOperationUncaughtError, LogDebugStackTrace, ) +from dbt.exceptions import DbtInternalError +from dbt.node_types import NodeType +from dbt.task.base import ConfiguredTask + +RESULT_FILE_NAME = "run_results.json" class RunOperationTask(ConfiguredTask): @@ -26,10 +33,9 @@ def _get_macro_parts(self): return package_name, macro_name - def _run_unsafe(self) -> agate.Table: + def _run_unsafe(self, package_name, macro_name) -> agate.Table: adapter = get_adapter(self.config) - package_name, macro_name = self._get_macro_parts() macro_kwargs = self.args.args with adapter.connection_named("macro_{}".format(macro_name)): @@ -40,11 +46,16 @@ def _run_unsafe(self) -> agate.Table: return res - def run(self) -> RunOperationResultsArtifact: + def run(self) -> RunResultsArtifact: start = datetime.utcnow() self.compile_manifest() + + success = True + + package_name, macro_name = self._get_macro_parts() + try: - self._run_unsafe() + self._run_unsafe(package_name, macro_name) except dbt.exceptions.Exception as exc: fire_event(RunningOperationCaughtError(exc=str(exc))) fire_event(LogDebugStackTrace(exc_info=traceback.format_exc())) @@ -53,14 +64,64 @@ def run(self) -> RunOperationResultsArtifact: fire_event(RunningOperationUncaughtError(exc=str(exc))) fire_event(LogDebugStackTrace(exc_info=traceback.format_exc())) success = False - else: - success = True + end = datetime.utcnow() - return RunOperationResultsArtifact.from_success( + + macro = ( + self.manifest.find_macro_by_name(macro_name, self.config.project_name, package_name) + if self.manifest + else None + ) + + if macro: + unique_id = macro.unique_id + fqn = unique_id.split(".") + else: + raise DbtInternalError( + f"dbt could not find a macro with the name '{macro_name}' in any package" + ) + + run_result = RunResult( + adapter_response={}, + status=RunStatus.Success if success else RunStatus.Error, + execution_time=(end - start).total_seconds(), + failures=0 if success else 1, + message=None, + node=HookNode( + alias=macro_name, + checksum=FileHash.from_contents(unique_id), + database=self.config.credentials.database, + schema=self.config.credentials.schema, + resource_type=NodeType.Operation, + fqn=fqn, + name=macro_name, + unique_id=unique_id, + package_name=package_name, + path="", + original_file_path="", + ), + thread_id=threading.current_thread().name, + timing=[TimingInfo(name=macro_name, started_at=start, completed_at=end)], + ) + + results = RunResultsArtifact.from_execution_results( generated_at=end, elapsed_time=(end - start).total_seconds(), - success=success, + args={ + k: v + for k, v in self.args.__dict__.items() + if k.islower() and type(v) in (str, int, float, bool, list, dict) + }, + results=[run_result], ) - def interpret_results(self, results): - return results.success + result_path = os.path.join(self.config.project_target_path, RESULT_FILE_NAME) + + if self.args.write_json: + results.write(result_path) + + return results + + @classmethod + def interpret_results(cls, results): + return results.results[0].status == RunStatus.Success diff --git a/core/dbt/task/runnable.py b/core/dbt/task/runnable.py index a6ba3d08ef4..cce7793b598 100644 --- a/core/dbt/task/runnable.py +++ b/core/dbt/task/runnable.py @@ -1,29 +1,29 @@ import os import time -from pathlib import Path from abc import abstractmethod from concurrent.futures import as_completed from datetime import datetime from multiprocessing.dummy import Pool as ThreadPool +from pathlib import Path from typing import Optional, Dict, List, Set, Tuple, Iterable, AbstractSet -from .printer import ( - print_run_result_error, - print_run_end_messages, -) - -from dbt.task.base import ConfiguredTask +import dbt.exceptions +import dbt.tracking +import dbt.utils from dbt.adapters.base import BaseRelation from dbt.adapters.factory import get_adapter -from dbt.logger import ( - DbtProcessState, - TextOnly, - UniqueID, - TimestampNamed, - DbtModelState, - ModelMetadata, - NodeCount, +from dbt.contracts.graph.manifest import WritableManifest +from dbt.contracts.graph.nodes import ResultNode +from dbt.contracts.results import ( + NodeStatus, + RunExecutionResult, + RunningStatus, + RunResult, + RunStatus, + BaseResult, ) +from dbt.contracts.state import PreviousState +from dbt.events.contextvars import log_contextvars, task_contextvars from dbt.events.functions import fire_event, warn_or_error from dbt.events.types import ( Formatting, @@ -36,50 +36,62 @@ EndRunResult, NothingToDo, ) -from dbt.events.contextvars import log_contextvars -from dbt.contracts.graph.nodes import SourceDefinition, ResultNode -from dbt.contracts.results import NodeStatus, RunExecutionResult, RunningStatus -from dbt.contracts.state import PreviousState from dbt.exceptions import ( DbtInternalError, NotImplementedError, DbtRuntimeError, FailFastError, ) - -from dbt.graph import GraphQueue, NodeSelector, SelectionSpec, parse_difference -from dbt.parser.manifest import write_manifest -import dbt.tracking - -import dbt.exceptions from dbt.flags import get_flags -import dbt.utils +from dbt.graph import GraphQueue, NodeSelector, SelectionSpec, parse_difference, UniqueId +from dbt.logger import ( + DbtProcessState, + TextOnly, + UniqueID, + TimestampNamed, + DbtModelState, + ModelMetadata, + NodeCount, +) +from dbt.parser.manifest import write_manifest +from dbt.task.base import ConfiguredTask, BaseRunner +from .printer import ( + print_run_result_error, + print_run_end_messages, +) RESULT_FILE_NAME = "run_results.json" RUNNING_STATE = DbtProcessState("running") class GraphRunnableTask(ConfiguredTask): - MARK_DEPENDENT_ERRORS_STATUSES = [NodeStatus.Error] - def __init__(self, args, config, manifest): + def __init__(self, args, config, manifest) -> None: super().__init__(args, config, manifest) - self.job_queue: Optional[GraphQueue] = None self._flattened_nodes: Optional[List[ResultNode]] = None - - self.run_count: int = 0 + self._raise_next_tick: Optional[DbtRuntimeError] = None + self._skipped_children: Dict[str, Optional[RunResult]] = {} + self.job_queue: Optional[GraphQueue] = None + self.node_results: List[BaseResult] = [] self.num_nodes: int = 0 - self.node_results = [] - self._skipped_children = {} - self._raise_next_tick = None self.previous_state: Optional[PreviousState] = None - self.set_previous_state() + self.previous_defer_state: Optional[PreviousState] = None + self.run_count: int = 0 + self.started_at: float = 0 - def set_previous_state(self): - if self.args.state is not None: + if self.args.state: self.previous_state = PreviousState( - path=self.args.state, current_path=Path(self.config.target_path) + state_path=self.args.state, + target_path=Path(self.config.target_path), + project_root=Path(self.config.project_root), + ) + + if self.args.defer_state: + self.previous_defer_state = PreviousState( + state_path=self.args.defer_state, + target_path=Path(self.config.target_path), + project_root=Path(self.config.project_root), ) def index_offset(self, value: int) -> int: @@ -155,9 +167,9 @@ def get_runner_type(self, node): raise NotImplementedError("Not Implemented") def result_path(self): - return os.path.join(self.config.target_path, RESULT_FILE_NAME) + return os.path.join(self.config.project_target_path, RESULT_FILE_NAME) - def get_runner(self, node): + def get_runner(self, node) -> BaseRunner: adapter = get_adapter(self.config) run_count: int = 0 num_nodes: int = 0 @@ -173,7 +185,7 @@ def get_runner(self, node): cls = self.get_runner_type(node) return cls(self.config, adapter, node, run_count, num_nodes) - def call_runner(self, runner): + def call_runner(self, runner: BaseRunner) -> RunResult: uid_context = UniqueID(runner.node.unique_id) with RUNNING_STATE, uid_context, log_contextvars(node_info=runner.node.node_info): startctx = TimestampNamed("node_started_at") @@ -281,7 +293,7 @@ def callback(result): return - def _handle_result(self, result): + def _handle_result(self, result: RunResult): """Mark the result as completed, insert the `CompileResultNode` into the manifest, and mark any descendants (potentially with a 'cause' if the result was an ephemeral model) as skipped. @@ -295,11 +307,6 @@ def _handle_result(self, result): if self.manifest is None: raise DbtInternalError("manifest was None in _handle_result") - if isinstance(node, SourceDefinition): - self.manifest.update_source(node) - else: - self.manifest.update_node(node) - if result.status in self.MARK_DEPENDENT_ERRORS_STATUSES: if is_ephemeral: cause = result @@ -348,15 +355,33 @@ def execute_nodes(self): pool = ThreadPool(num_threads) try: self.run_queue(pool) - except FailFastError as failure: self._cancel_connections(pool) - print_run_result_error(failure.result) - raise + executed_node_ids = [r.node.unique_id for r in self.node_results] + + for r in self._flattened_nodes: + if r.unique_id not in executed_node_ids: + self.node_results.append( + RunResult.from_node(r, RunStatus.Skipped, "Skipping due to fail_fast") + ) + + print_run_result_error(failure.result) + # ensure information about all nodes is propagated to run results when failing fast + return self.node_results except KeyboardInterrupt: + run_result = self.get_result( + results=self.node_results, + elapsed_time=time.time() - self.started_at, + generated_at=datetime.utcnow(), + ) + + if self.args.write_json and hasattr(run_result, "write"): + run_result.write(self.result_path()) + self._cancel_connections(pool) print_run_end_messages(self.node_results, keyboard_interrupt=True) + raise pool.close() @@ -364,13 +389,17 @@ def execute_nodes(self): return self.node_results - def _mark_dependent_errors(self, node_id, result, cause): + def _mark_dependent_errors( + self, node_id: str, result: RunResult, cause: Optional[RunResult] + ) -> None: if self.graph is None: raise DbtInternalError("graph is None in _mark_dependent_errors") - for dep_node_id in self.graph.get_dependent_nodes(node_id): + for dep_node_id in self.graph.get_dependent_nodes(UniqueId(node_id)): self._skipped_children[dep_node_id] = cause - def populate_adapter_cache(self, adapter, required_schemas: Set[BaseRelation] = None): + def populate_adapter_cache( + self, adapter, required_schemas: Optional[Set[BaseRelation]] = None + ): if not self.args.populate_cache: return @@ -398,14 +427,14 @@ def print_results_line(self, node_results, elapsed): def execute_with_hooks(self, selected_uids: AbstractSet[str]): adapter = get_adapter(self.config) - started = time.time() + self.started_at = time.time() try: self.before_run(adapter, selected_uids) res = self.execute_nodes() self.after_run(adapter, res) finally: adapter.cleanup_connections() - elapsed = time.time() - started + elapsed = time.time() - self.started_at self.print_results_line(self.node_results, elapsed) result = self.get_result( results=self.node_results, elapsed_time=elapsed, generated_at=datetime.utcnow() @@ -413,32 +442,34 @@ def execute_with_hooks(self, selected_uids: AbstractSet[str]): return result - def write_result(self, result): - result.write(self.result_path()) - def run(self): """ Run dbt for the query, based on the graph. """ - self._runtime_initialize() + # We set up a context manager here with "task_contextvars" because we + # need the project_root in runtime_initialize. + with task_contextvars(project_root=self.config.project_root): + self._runtime_initialize() - if self._flattened_nodes is None: - raise DbtInternalError("after _runtime_initialize, _flattened_nodes was still None") + if self._flattened_nodes is None: + raise DbtInternalError( + "after _runtime_initialize, _flattened_nodes was still None" + ) - if len(self._flattened_nodes) == 0: - with TextOnly(): - fire_event(Formatting("")) - warn_or_error(NothingToDo()) - result = self.get_result( - results=[], - generated_at=datetime.utcnow(), - elapsed_time=0.0, - ) - else: - with TextOnly(): - fire_event(Formatting("")) - selected_uids = frozenset(n.unique_id for n in self._flattened_nodes) - result = self.execute_with_hooks(selected_uids) + if len(self._flattened_nodes) == 0: + with TextOnly(): + fire_event(Formatting("")) + warn_or_error(NothingToDo()) + result = self.get_result( + results=[], + generated_at=datetime.utcnow(), + elapsed_time=0.0, + ) + else: + with TextOnly(): + fire_event(Formatting("")) + selected_uids = frozenset(n.unique_id for n in self._flattened_nodes) + result = self.execute_with_hooks(selected_uids) # We have other result types here too, including FreshnessResult if isinstance(result, RunExecutionResult): @@ -452,9 +483,10 @@ def run(self): ) ) - if get_flags().WRITE_JSON: - write_manifest(self.manifest, self.config.target_path) - self.write_result(result) + if self.args.write_json: + write_manifest(self.manifest, self.config.project_target_path) + if hasattr(result, "write"): + result.write(self.result_path()) self.task_end_messages(result.results) return result @@ -556,7 +588,7 @@ def create_schema(relation: BaseRelation) -> None: create_futures.append(fut) for create_future in as_completed(create_futures): - # trigger/re-raise any excceptions while creating schemas + # trigger/re-raise any exceptions while creating schemas create_future.result() def get_result(self, results, elapsed_time, generated_at): @@ -569,3 +601,14 @@ def get_result(self, results, elapsed_time, generated_at): def task_end_messages(self, results): print_run_end_messages(results) + + def _get_deferred_manifest(self) -> Optional[WritableManifest]: + state = self.previous_defer_state or self.previous_state + if not state: + raise DbtRuntimeError( + "--state or --defer-state are required for deferral, but neither was provided" + ) + + if not state.manifest: + raise DbtRuntimeError(f'Could not find manifest in --state path: "{state}"') + return state.manifest diff --git a/core/dbt/task/serve.py b/core/dbt/task/serve.py index 696be89a37f..060c4c93d17 100644 --- a/core/dbt/task/serve.py +++ b/core/dbt/task/serve.py @@ -12,7 +12,7 @@ class ServeTask(ConfiguredTask): def run(self): - os.chdir(self.config.target_path) + os.chdir(self.config.project_target_path) shutil.copyfile(DOCS_INDEX_FILE_PATH, "index.html") port = self.args.port diff --git a/core/dbt/task/show.py b/core/dbt/task/show.py index 58e0948bcfb..f9af847e874 100644 --- a/core/dbt/task/show.py +++ b/core/dbt/task/show.py @@ -2,12 +2,14 @@ import threading import time +from dbt.contracts.graph.nodes import SeedNode from dbt.contracts.results import RunResult, RunStatus from dbt.events.base_types import EventLevel from dbt.events.functions import fire_event from dbt.events.types import ShowNode, Note from dbt.exceptions import DbtRuntimeError from dbt.task.compile import CompileTask, CompileRunner +from dbt.task.seed import SeedRunner class ShowRunner(CompileRunner): @@ -17,8 +19,17 @@ def __init__(self, config, adapter, node, node_index, num_nodes): def execute(self, compiled_node, manifest): start_time = time.time() + + # Allow passing in -1 (or any negative number) to get all rows + limit = None if self.config.args.limit < 0 else self.config.args.limit + + if "sql_header" in compiled_node.unrendered_config: + compiled_node.compiled_code = ( + compiled_node.unrendered_config["sql_header"] + compiled_node.compiled_code + ) + adapter_response, execute_result = self.adapter.execute( - compiled_node.compiled_code, fetch=True + compiled_node.compiled_code, fetch=True, limit=limit ) end_time = time.time() @@ -41,8 +52,11 @@ def _runtime_initialize(self): raise DbtRuntimeError("Either --select or --inline must be passed to show") super()._runtime_initialize() - def get_runner_type(self, _): - return ShowRunner + def get_runner_type(self, node): + if isinstance(node, SeedNode): + return SeedRunner + else: + return ShowRunner def task_end_messages(self, results): is_inline = bool(getattr(self.args, "inline", None)) @@ -61,13 +75,8 @@ def task_end_messages(self, results): ) for result in matched_results: - # Allow passing in -1 (or any negative number) to get all rows table = result.agate_table - if self.args.limit >= 0: - table = table.limit(self.args.limit) - result.agate_table = table - # Hack to get Agate table output as string output = io.StringIO() if self.args.output == "json": @@ -75,9 +84,14 @@ def task_end_messages(self, results): else: table.print_table(output=output, max_rows=None) + node_name = result.node.name + + if hasattr(result.node, "version") and result.node.version: + node_name += f".v{result.node.version}" + fire_event( ShowNode( - node_name=result.node.name, + node_name=node_name, preview=output.getvalue(), is_inline=is_inline, output_format=self.args.output, diff --git a/core/dbt/task/snapshot.py b/core/dbt/task/snapshot.py index 3b66cb21475..258531d20ce 100644 --- a/core/dbt/task/snapshot.py +++ b/core/dbt/task/snapshot.py @@ -27,6 +27,7 @@ def print_result_line(self, result): total=self.num_nodes, execution_time=result.execution_time, node_info=model.node_info, + result_message=result.message, ), level=level, ) diff --git a/core/dbt/tests/fixtures/project.py b/core/dbt/tests/fixtures/project.py index 23243caef58..1b7ef899bd0 100644 --- a/core/dbt/tests/fixtures/project.py +++ b/core/dbt/tests/fixtures/project.py @@ -192,6 +192,24 @@ def dbt_project_yml(project_root, project_config_update): return project_config +# Fixture to provide dependencies +@pytest.fixture(scope="class") +def dependencies(): + return {} + + +# Write out the dependencies.yml file +# Write out the packages.yml file +@pytest.fixture(scope="class") +def dependencies_yml(project_root, dependencies): + if dependencies: + if isinstance(dependencies, str): + data = dependencies + else: + data = yaml.safe_dump(dependencies) + write_file(data, project_root, "dependencies.yml") + + # Fixture to provide packages as either yaml or dictionary @pytest.fixture(scope="class") def packages(): @@ -461,6 +479,7 @@ def project( profiles_yml, dbt_project_yml, packages_yml, + dependencies_yml, selectors_yml, adapter, project_files, @@ -483,6 +502,7 @@ def project( DEBUG=False, LOG_CACHE_EVENTS=False, QUIET=False, + LOG_FILE_MAX_BYTES=1000000, ) setup_event_logger(log_flags) orig_cwd = os.getcwd() diff --git a/core/dbt/tests/util.py b/core/dbt/tests/util.py index 4969c319e2b..7c22a4df94f 100644 --- a/core/dbt/tests/util.py +++ b/core/dbt/tests/util.py @@ -5,7 +5,7 @@ import json import warnings from datetime import datetime -from typing import Dict, List +from typing import Any, Dict, List, Optional from contextlib import contextmanager from dbt.adapters.factory import Adapter @@ -20,7 +20,7 @@ ) from dbt.events.base_types import EventLevel from dbt.events.types import Note - +from dbt.adapters.base.relation import BaseRelation # ============================================================================= # Test utilities @@ -68,8 +68,11 @@ # The first parameter is a list of dbt command line arguments, such as # run_dbt(["run", "--vars", "seed_name: base"]) # If the command is expected to fail, pass in "expect_pass=False"): -# run_dbt("test"], expect_pass=False) -def run_dbt(args: List[str] = None, expect_pass=True): +# run_dbt(["test"], expect_pass=False) +def run_dbt( + args: Optional[List[str]] = None, + expect_pass: bool = True, +): # Ignore logbook warnings warnings.filterwarnings("ignore", category=DeprecationWarning, module="logbook") @@ -111,7 +114,10 @@ def run_dbt(args: List[str] = None, expect_pass=True): # If you want the logs that are normally written to a file, you must # start with the "--debug" flag. The structured schema log CI test # will turn the logs into json, so you have to be prepared for that. -def run_dbt_and_capture(args: List[str] = None, expect_pass=True): +def run_dbt_and_capture( + args: Optional[List[str]] = None, + expect_pass: bool = True, +): try: stringbuf = StringIO() capture_stdout_logs(stringbuf) @@ -121,18 +127,29 @@ def run_dbt_and_capture(args: List[str] = None, expect_pass=True): finally: stop_capture_stdout_logs() - # Json logs will have lots of escape characters which will - # make checks for strings in the logs fail, so remove those. - if '{"code":' in stdout: - stdout = stdout.replace("\\", "") - return res, stdout +def get_logging_events(log_output, event_name): + logging_events = [] + for log_line in log_output.split("\n"): + # skip empty lines + if len(log_line) == 0: + continue + # The adapter logging also shows up, so skip non-json lines + if not log_line.startswith("{"): + continue + if event_name in log_line: + log_dct = json.loads(log_line) + if log_dct["info"]["name"] == event_name: + logging_events.append(log_dct) + return logging_events + + # Used in test cases to get the manifest from the partial parsing file # Note: this uses an internal version of the manifest, and in the future # parts of it will not be supported for external use. -def get_manifest(project_root): +def get_manifest(project_root) -> Optional[Manifest]: path = os.path.join(project_root, "target", "partial_parse.msgpack") if os.path.exists(path): with open(path, "rb") as fp: @@ -143,6 +160,16 @@ def get_manifest(project_root): return None +# Used in test cases to get the run_results.json file. +def get_run_results(project_root) -> Any: + path = os.path.join(project_root, "target", "run_results.json") + if os.path.exists(path): + with open(path) as run_result_text: + return json.load(run_result_text) + else: + return None + + # Used in tests to copy a file, usually from a data directory to the project directory def copy_file(src_path, src, dest_path, dest) -> None: # dest is a list, so that we can provide nested directories, like 'models' etc. @@ -571,3 +598,32 @@ def __eq__(self, other): def __repr__(self): return "AnyStringWith<{!r}>".format(self.contains) + + +def assert_message_in_logs(message: str, logs: str, expected_pass: bool = True): + # if the logs are json strings, then 'jsonify' the message because of things like escape quotes + if os.environ.get("DBT_LOG_FORMAT", "") == "json": + message = message.replace(r'"', r"\"") + + if expected_pass: + assert message in logs + else: + assert message not in logs + + +def get_project_config(project): + file_yaml = read_file(project.project_root, "dbt_project.yml") + return yaml.safe_load(file_yaml) + + +def set_project_config(project, config): + config_yaml = yaml.safe_dump(config) + write_file(config_yaml, project.project_root, "dbt_project.yml") + + +def get_model_file(project, relation: BaseRelation) -> str: + return read_file(project.project_root, "models", f"{relation.name}.sql") + + +def set_model_file(project, relation: BaseRelation, model_sql: str): + write_file(model_sql, project.project_root, "models", f"{relation.name}.sql") diff --git a/core/dbt/tracking.py b/core/dbt/tracking.py index f306d9f0b00..f7c0a2a7d19 100644 --- a/core/dbt/tracking.py +++ b/core/dbt/tracking.py @@ -46,6 +46,7 @@ RPC_REQUEST_SPEC = "iglu:com.dbt/rpc_request/jsonschema/1-0-1" RUNNABLE_TIMING = "iglu:com.dbt/runnable/jsonschema/1-0-0" RUN_MODEL_SPEC = "iglu:com.dbt/run_model/jsonschema/1-0-3" +PLUGIN_GET_NODES = "iglu:com.dbt/plugin_get_nodes/jsonschema/1-0-0" class TimeoutEmitter(Emitter): @@ -409,6 +410,19 @@ def track_partial_parser(options): ) +def track_plugin_get_nodes(options): + context = [SelfDescribingJson(PLUGIN_GET_NODES, options)] + assert active_user is not None, "Cannot track plugin node info when active user is None" + + track( + active_user, + category="dbt", + action="plugin_get_nodes", + label=get_invocation_id(), + context=context, + ) + + def track_runnable_timing(options): context = [SelfDescribingJson(RUNNABLE_TIMING, options)] assert active_user is not None, "Cannot track runnable info when active user is None" diff --git a/core/dbt/utils.py b/core/dbt/utils.py index 4a546a5ab34..6ebd55774ce 100644 --- a/core/dbt/utils.py +++ b/core/dbt/utils.py @@ -16,9 +16,8 @@ from pathlib import PosixPath, WindowsPath from contextlib import contextmanager -from dbt.exceptions import ConnectionError, DuplicateAliasError -from dbt.events.functions import fire_event from dbt.events.types import RetryExternalCall, RecordRetryException +from dbt.helper_types import WarnErrorOptions from dbt import flags from enum import Enum from typing_extensions import Protocol @@ -40,6 +39,7 @@ Sequence, ) +import dbt.events.functions import dbt.exceptions DECIMALS: Tuple[Type[Any], ...] @@ -185,7 +185,7 @@ def _deep_map_render( value: Any, keypath: Tuple[Union[str, int], ...], ) -> Any: - atomic_types: Tuple[Type[Any], ...] = (int, float, str, type(None), bool) + atomic_types: Tuple[Type[Any], ...] = (int, float, str, type(None), bool, datetime.date) ret: Any @@ -337,15 +337,18 @@ class JSONEncoder(json.JSONEncoder): def default(self, obj): if isinstance(obj, DECIMALS): return float(obj) - if isinstance(obj, (datetime.datetime, datetime.date, datetime.time)): + elif isinstance(obj, (datetime.datetime, datetime.date, datetime.time)): return obj.isoformat() - if isinstance(obj, jinja2.Undefined): + elif isinstance(obj, jinja2.Undefined): return "" - if hasattr(obj, "to_dict"): + elif isinstance(obj, Exception): + return repr(obj) + elif hasattr(obj, "to_dict"): # if we have a to_dict we should try to serialize the result of # that! return obj.to_dict(omit_none=True) - return super().default(obj) + else: + return super().default(obj) class ForgivingJSONEncoder(JSONEncoder): @@ -369,7 +372,7 @@ def translate_mapping(self, kwargs: Mapping[str, Any]) -> Dict[str, Any]: for key, value in kwargs.items(): canonical_key = self.aliases.get(key, key) if canonical_key in result: - raise DuplicateAliasError(kwargs, self.aliases, canonical_key) + raise dbt.exceptions.DuplicateAliasError(kwargs, self.aliases, canonical_key) result[canonical_key] = self.translate_value(value) return result @@ -389,9 +392,7 @@ def translate(self, value: Mapping[str, Any]) -> Dict[str, Any]: return self.translate_mapping(value) except RuntimeError as exc: if "maximum recursion depth exceeded" in str(exc): - raise dbt.exceptions.RecursionError( - "Cycle detected in a value passed to translate!" - ) + raise RecursionError("Cycle detected in a value passed to translate!") raise @@ -415,6 +416,7 @@ def translate_aliases( # Note that this only affects hologram json validation. # It has no effect on mashumaro serialization. +# Q: Can this be removed? def restrict_to(*restrictions): """Create the metadata for a restricted dataclass field""" return {"restrict": list(restrictions)} @@ -601,14 +603,17 @@ def _connection_exception_retry(fn, max_attempts: int, attempt: int = 0): except ( requests.exceptions.RequestException, ReadError, + EOFError, ) as exc: if attempt <= max_attempts - 1: - fire_event(RecordRetryException(exc=str(exc))) - fire_event(RetryExternalCall(attempt=attempt, max=max_attempts)) + dbt.events.functions.fire_event(RecordRetryException(exc=str(exc))) + dbt.events.functions.fire_event(RetryExternalCall(attempt=attempt, max=max_attempts)) time.sleep(1) return _connection_exception_retry(fn, max_attempts, attempt + 1) else: - raise ConnectionError("External connection exception occurred: " + str(exc)) + raise dbt.exceptions.ConnectionError( + "External connection exception occurred: " + str(exc) + ) # This is used to serialize the args in the run_results and in the logs. @@ -652,6 +657,9 @@ def args_to_dict(args): # this was required for a test case if isinstance(var_args[key], PosixPath) or isinstance(var_args[key], WindowsPath): var_args[key] = str(var_args[key]) + if isinstance(var_args[key], WarnErrorOptions): + var_args[key] = var_args[key].to_dict() + dict_args[key] = var_args[key] return dict_args diff --git a/core/dbt/version.py b/core/dbt/version.py index edad701b5e8..a0633ef1b4b 100644 --- a/core/dbt/version.py +++ b/core/dbt/version.py @@ -232,5 +232,5 @@ def _get_adapter_plugin_names() -> Iterator[str]: yield plugin_name -__version__ = "1.5.0rc1" +__version__ = "1.7.0b2" installed = get_installed_version() diff --git a/core/setup.py b/core/setup.py index dded8f06baf..5179e5a8fd1 100644 --- a/core/setup.py +++ b/core/setup.py @@ -2,9 +2,9 @@ import os import sys -if sys.version_info < (3, 7, 2): +if sys.version_info < (3, 8): print("Error: dbt does not support this version of Python.") - print("Please upgrade to Python 3.7.2 or higher.") + print("Please upgrade to Python 3.8 or higher.") sys.exit(1) @@ -25,7 +25,7 @@ package_name = "dbt-core" -package_version = "1.5.0rc1" +package_version = "1.7.0b2" description = """With dbt, data analysts and engineers can build analytics \ the way engineers build applications.""" @@ -46,30 +46,50 @@ "console_scripts": ["dbt = dbt.cli.main:cli"], }, install_requires=[ - "Jinja2==3.1.2", - "agate>=1.6,<1.7.1", - "click>=7.0,<9", - "colorama>=0.3.9,<0.4.7", - "hologram>=0.0.14,<=0.0.16", - "isodate>=0.6,<0.7", + # ---- + # dbt-core uses these packages deeply, throughout the codebase, and there have been breaking changes in past patch releases (even though these are major-version-one). + # Pin to the patch or minor version, and bump in each new minor version of dbt-core. + "agate~=1.7.0", + "Jinja2~=3.1.2", + "mashumaro[msgpack]~=3.9", + # ---- + # Legacy: This package has not been updated since 2019, and it is unused in dbt's logging system (since v1.0) + # The dependency here will be removed along with the removal of 'legacy logging', in a future release of dbt-core "logbook>=1.5,<1.6", - "mashumaro[msgpack]==3.6", - "minimal-snowplow-tracker==0.0.2", - "networkx>=2.3,<2.8.1;python_version<'3.8'", - "networkx>=2.3,<3;python_version>='3.8'", - "packaging>20.9", - "sqlparse>=0.2.3,<0.5", - "dbt-extractor~=0.4.1", - "typing-extensions>=3.7.4", - "werkzeug>=1,<3", + # ---- + # dbt-core uses these packages in standard ways. Pin to the major version, and check compatibility + # with major versions in each new minor version of dbt-core. + "click<9", + "networkx>=2.3,<4", + # ---- + # These packages are major-version-0. Keep upper bounds on upcoming minor versions (which could have breaking changes) + # and check compatibility / bump in each new minor version of dbt-core. + "colorama>=0.3.9,<0.5", "pathspec>=0.9,<0.12", - "protobuf>=3.18.3", + "isodate>=0.6,<0.7", + # ---- + "sqlparse>=0.2.3,<0.5", + # ---- + # These are major-version-0 packages also maintained by dbt-labs. Accept patches. + "dbt-extractor~=0.5.0", + "minimal-snowplow-tracker~=0.0.2", + # DSI is under active development, so we're pinning to specific dev versions for now. + "dbt-semantic-interfaces~=0.2.0", + # ---- + # Expect compatibility with all new versions of these packages, so lower bounds only. + "jsonschema>=3.0", + "packaging>20.9", + "protobuf>=4.0.0", "pytz>=2015.7", - # the following are all to match snowflake-connector-python - "requests<3.0.0", - "idna>=2.5,<4", - "cffi>=1.9,<2.0.0", "pyyaml>=6.0", + "typing-extensions>=3.7.4", + # ---- + # Match snowflake-connector-python, to ensure compatibility in dbt-snowflake + "cffi>=1.9,<2.0.0", + "idna>=2.5,<4", + "requests<3.0.0", + "urllib3~=1.0", + # ---- ], zip_safe=False, classifiers=[ @@ -78,11 +98,10 @@ "Operating System :: Microsoft :: Windows", "Operating System :: MacOS :: MacOS X", "Operating System :: POSIX :: Linux", - "Programming Language :: Python :: 3.7", "Programming Language :: Python :: 3.8", "Programming Language :: Python :: 3.9", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", ], - python_requires=">=3.7.2", + python_requires=">=3.8", ) diff --git a/dev-requirements.txt b/dev-requirements.txt index 4920117ffbb..c444fc7d975 100644 --- a/dev-requirements.txt +++ b/dev-requirements.txt @@ -1,20 +1,22 @@ black==23.3.0 bumpversion +ddtrace docutils flake8 flaky freezegun==0.3.12 ipdb -mypy==0.981 +mypy==1.4.1 pip-tools pre-commit -protobuf +protobuf>=4.0.0 pytest pytest-cov pytest-csv pytest-dotenv pytest-logbook pytest-mock +pytest-split pytest-xdist sphinx tox>=3.13 @@ -24,6 +26,7 @@ types-docutils types-PyYAML types-freezegun types-Jinja2 +types-jsonschema types-mock types-protobuf types-python-dateutil @@ -31,3 +34,4 @@ types-pytz types-requests types-setuptools wheel +mocker diff --git a/docker/Dockerfile b/docker/Dockerfile index 76fb1e4f722..6e4f779506e 100644 --- a/docker/Dockerfile +++ b/docker/Dockerfile @@ -9,17 +9,19 @@ ARG build_for=linux/amd64 ## # base image (abstract) ## -FROM --platform=$build_for python:3.11.2-slim-bullseye as base +# Please do not upgrade beyond python3.10.7 currently as dbt-spark does not support +# 3.11py and images do not get made properly +FROM --platform=$build_for python:3.10.7-slim-bullseye as base # N.B. The refs updated automagically every release via bumpversion # N.B. dbt-postgres is currently found in the core codebase so a value of dbt-core@ is correct -ARG dbt_core_ref=dbt-core@v1.5.0rc1 -ARG dbt_postgres_ref=dbt-core@v1.5.0rc1 -ARG dbt_redshift_ref=dbt-redshift@v1.5.0rc1 -ARG dbt_bigquery_ref=dbt-bigquery@v1.5.0rc1 -ARG dbt_snowflake_ref=dbt-snowflake@v1.5.0rc1 -ARG dbt_spark_ref=dbt-spark@v1.5.0rc1 +ARG dbt_core_ref=dbt-core@v1.7.0b2 +ARG dbt_postgres_ref=dbt-core@v1.7.0b2 +ARG dbt_redshift_ref=dbt-redshift@v1.7.0b2 +ARG dbt_bigquery_ref=dbt-bigquery@v1.7.0b2 +ARG dbt_snowflake_ref=dbt-snowflake@v1.7.0b2 +ARG dbt_spark_ref=dbt-spark@v1.7.0b2 # special case args ARG dbt_spark_version=all ARG dbt_third_party @@ -50,7 +52,6 @@ RUN python -m pip install --upgrade pip setuptools wheel --no-cache-dir # Set docker basics WORKDIR /usr/app/dbt/ -VOLUME /usr/app ENTRYPOINT ["dbt"] ## diff --git a/docker/README.md b/docker/README.md index 7a48010b7d3..f735c312d15 100644 --- a/docker/README.md +++ b/docker/README.md @@ -15,7 +15,7 @@ This Dockerfile can create images for the following targets, each named after th In order to build a new image, run the following docker command. ``` -docker build --tag --target +docker build --tag --target ``` --- > **Note:** Docker must be configured to use [BuildKit](https://docs.docker.com/develop/develop-images/build_enhancements/) in order for images to build properly! @@ -54,17 +54,17 @@ docker build --tag \ To build an image named "my-dbt" that supports redshift using the latest releases: ``` cd dbt-core/docker -docker build --tag my-dbt --target dbt-redshift . +docker build --tag my-dbt --target dbt-redshift . ``` To build an image named "my-other-dbt" that supports bigquery using `dbt-core` version 0.21.latest and the bigquery adapter version 1.0.0b1: ``` cd dbt-core/docker docker build \ - --tag my-other-dbt \ + --tag my-other-dbt \ --target dbt-bigquery \ --build-arg dbt_bigquery_ref=dbt-bigquery@v1.0.0b1 \ - --build-arg dbt_core_ref=dbt-core@0.21.latest \ + --build-arg dbt_core_ref=dbt-core@0.21.latest \ . ``` @@ -87,27 +87,28 @@ There are a few special cases worth noting: docker build --tag my_dbt \ --target dbt-postgres \ --build-arg dbt_postgres_ref=dbt-core@1.0.0b1 \ - \ - ``` + +``` * If you need to build against another architecture (linux/arm64 in this example) you can overide the `build_for` build arg: ``` docker build --tag my_dbt \ --target dbt-postgres \ --build-arg build_for=linux/arm64 \ - \ - ``` + +``` + Supported architectures can be found in the python docker [dockerhub page](https://hub.docker.com/_/python). ## Running an image in a container: The `ENTRYPOINT` for this Dockerfile is the command `dbt` so you can bind-mount your project to `/usr/app` and use dbt as normal: ``` docker run \ ---network=host ---mount type=bind,source=path/to/project,target=/usr/app \ ---mount type=bind,source=path/to/profiles.yml,target=/root/.dbt/profiles.yml \ -my-dbt \ -ls + --network=host \ + --mount type=bind,source=path/to/project,target=/usr/app \ + --mount type=bind,source=path/to/profiles.yml,target=/root/.dbt/profiles.yml \ + my-dbt \ + ls ``` --- **Notes:** diff --git a/performance/baselines/1.2.0/parse___01_2000_simple_models.json b/performance/baselines/1.2.0/parse___01_2000_simple_models.json new file mode 100644 index 00000000000..c235a904aa3 --- /dev/null +++ b/performance/baselines/1.2.0/parse___01_2000_simple_models.json @@ -0,0 +1 @@ +{"version":"1.2.0","metric":{"name":"parse","project_name":"01_2000_simple_models"},"ts":"2023-05-09T13:49:21.773314639Z","measurement":{"command":"dbt parse --no-version-check --profiles-dir ../../project_config/","mean":44.19299478025,"stddev":0.2429047068802047,"median":44.17483035975,"user":43.4559033,"system":0.5913923200000001,"min":43.81193651175,"max":44.61466355675,"times":[44.597056272749995,43.96855886975,43.90405755675,44.14156308475,44.49939515775,44.11553658675,44.30173547275,43.932534850749995,43.843978513749995,44.08611205475,43.99133546975,44.39880287075,44.20809763475,44.10553540675,43.81193651175,44.24880915975,44.408731260749995,44.61466355675,44.31538149475,44.36607381875]}} diff --git a/performance/baselines/1.3.0/parse___01_2000_simple_models.json b/performance/baselines/1.3.0/parse___01_2000_simple_models.json new file mode 100644 index 00000000000..fc0c5ba58c7 --- /dev/null +++ b/performance/baselines/1.3.0/parse___01_2000_simple_models.json @@ -0,0 +1 @@ +{"version":"1.3.0","metric":{"name":"parse","project_name":"01_2000_simple_models"},"ts":"2023-05-05T21:26:14.178981105Z","measurement":{"command":"dbt parse --no-version-check --profiles-dir ../../project_config/","mean":57.34703829679,"stddev":1.264070714183875,"median":57.16122855003999,"user":56.124171495,"system":0.6879409899999999,"min":56.03876437454,"max":62.15960342254,"times":[56.45744564454,56.27775436354,56.50617413654,57.34027474654,57.38757627154,57.17093026654,56.29133183054,56.89527107354,57.48466258854,56.87484084654,57.14306217354,57.13537045454,58.00688797954,57.15152683354,57.65667721054,56.03876437454,57.68217591654,58.03524921154,62.15960342254,57.24518659054]}} diff --git a/performance/baselines/1.3.4/parse___01_2000_simple_models.json b/performance/baselines/1.3.4/parse___01_2000_simple_models.json new file mode 100644 index 00000000000..c5431f868ba --- /dev/null +++ b/performance/baselines/1.3.4/parse___01_2000_simple_models.json @@ -0,0 +1 @@ +{"version":"1.3.4","metric":{"name":"parse","project_name":"01_2000_simple_models"},"ts":"2023-05-05T21:21:13.216166358Z","measurement":{"command":"dbt parse --no-version-check --profiles-dir ../../project_config/","mean":43.251824134715,"stddev":0.2626902769638351,"median":43.195683199465,"user":42.82592822,"system":0.444670655,"min":42.988474644965,"max":44.268850566965,"times":[43.117288670965,43.276664016965,44.268850566965,43.175714899965,43.069990564965,43.353031152965,43.064902203965,43.104385867965,43.228237677965,43.151709868965,43.410496816965,43.139105498965,43.112643799965,43.19391977696501,43.303759563965,43.312242193965,43.197446621965,43.297804568965,42.988474644965,43.269813715965]}} diff --git a/performance/baselines/1.4.0/parse___01_2000_simple_models.json b/performance/baselines/1.4.0/parse___01_2000_simple_models.json new file mode 100644 index 00000000000..755ee219662 --- /dev/null +++ b/performance/baselines/1.4.0/parse___01_2000_simple_models.json @@ -0,0 +1 @@ +{"version":"1.4.0","metric":{"name":"parse","project_name":"01_2000_simple_models"},"ts":"2023-05-05T16:07:45.035878166Z","measurement":{"command":"dbt parse --no-version-check --profiles-dir ../../project_config/","mean":53.44691701517499,"stddev":1.9217109918352029,"median":54.31170254667501,"user":52.633288745,"system":0.636774385,"min":49.603911921675,"max":55.743179437675,"times":[55.021354517675,54.25164864567501,54.975722432675,52.635067164675,53.571658032675,51.382873180675,50.043912339675,49.603911921675,51.132099650675,54.615839302675,52.565473620675,51.152761771675,52.459746128675,55.743179437675,54.936982552675005,54.37175644767501,54.852100134675,55.048404930675,55.185989433675005,55.387858656675]}} diff --git a/performance/baselines/1.4.1/parse___01_2000_simple_models.json b/performance/baselines/1.4.1/parse___01_2000_simple_models.json new file mode 100644 index 00000000000..30790656fe7 --- /dev/null +++ b/performance/baselines/1.4.1/parse___01_2000_simple_models.json @@ -0,0 +1 @@ +{"version":"1.4.1","metric":{"name":"parse","project_name":"01_2000_simple_models"},"ts":"2023-05-05T21:23:11.574110714Z","measurement":{"command":"dbt parse --no-version-check --profiles-dir ../../project_config/","mean":51.81799889823499,"stddev":0.49021827459557155,"median":51.877185231885,"user":50.937133405,"system":0.66050657,"min":50.713426685384995,"max":52.451290474385,"times":[51.868264556385,51.967490942385,52.321507218385,51.886105907385,52.451290474385,52.283930937385,51.818989812385,51.978303421385,51.213362656385,50.713426685384995,52.258454610385,51.758877730384995,51.082508232384995,51.128473688385,51.631421367384995,52.194084467385,52.240100726384995,51.64952270338499,51.49970049638499,52.414161330385]}} diff --git a/performance/baselines/1.4.6/parse___01_2000_simple_models.json b/performance/baselines/1.4.6/parse___01_2000_simple_models.json new file mode 100644 index 00000000000..57bef215385 --- /dev/null +++ b/performance/baselines/1.4.6/parse___01_2000_simple_models.json @@ -0,0 +1 @@ +{"version":"1.4.6","metric":{"name":"parse","project_name":"01_2000_simple_models"},"ts":"2023-05-05T21:31:07.688350571Z","measurement":{"command":"dbt parse --no-version-check --profiles-dir ../../project_config/","mean":71.63662348534498,"stddev":1.0486666901040516,"median":71.48043032754501,"user":70.594864785,"system":0.7236668199999998,"min":70.179068043545,"max":73.74777047454499,"times":[70.885587350545,71.733729563545,71.902222862545,70.362755346545,70.179068043545,70.902001253545,72.798824228545,73.209881293545,70.520832511545,71.143232155545,71.623572279545,71.337288375545,71.763221403545,70.426712498545,70.82376365454499,72.50315140754499,71.161477365545,72.747252973545,73.74777047454499,72.96012466454499]}} diff --git a/plugins/postgres/dbt/adapters/postgres/__version__.py b/plugins/postgres/dbt/adapters/postgres/__version__.py index fa6c5a1ac1a..3f5d3c0b7b3 100644 --- a/plugins/postgres/dbt/adapters/postgres/__version__.py +++ b/plugins/postgres/dbt/adapters/postgres/__version__.py @@ -1 +1 @@ -version = "1.5.0rc1" +version = "1.7.0b2" diff --git a/plugins/postgres/dbt/adapters/postgres/connections.py b/plugins/postgres/dbt/adapters/postgres/connections.py index cbbdd33fb38..ac7df536bdb 100644 --- a/plugins/postgres/dbt/adapters/postgres/connections.py +++ b/plugins/postgres/dbt/adapters/postgres/connections.py @@ -12,6 +12,8 @@ from dbt.helper_types import Port from dataclasses import dataclass from typing import Optional +from typing_extensions import Annotated +from mashumaro.jsonschema.annotations import Maximum, Minimum logger = AdapterLogger("Postgres") @@ -21,7 +23,8 @@ class PostgresCredentials(Credentials): host: str user: str - port: Port + # Annotated is used by mashumaro for jsonschema generation + port: Annotated[Port, Minimum(0), Maximum(65535)] password: str # on postgres the password is mandatory connect_timeout: int = 10 role: Optional[str] = None @@ -51,9 +54,16 @@ def _connection_keys(self): "user", "database", "schema", + "connect_timeout", + "role", "search_path", "keepalives_idle", "sslmode", + "sslcert", + "sslkey", + "sslrootcert", + "application_name", + "retries", ) diff --git a/plugins/postgres/dbt/adapters/postgres/impl.py b/plugins/postgres/dbt/adapters/postgres/impl.py index cd49defed83..adffc4d3a62 100644 --- a/plugins/postgres/dbt/adapters/postgres/impl.py +++ b/plugins/postgres/dbt/adapters/postgres/impl.py @@ -1,6 +1,7 @@ from datetime import datetime from dataclasses import dataclass from typing import Optional, Set, List, Any + from dbt.adapters.base.meta import available from dbt.adapters.base.impl import AdapterConfig, ConstraintSupport from dbt.adapters.sql import SQLAdapter @@ -19,8 +20,7 @@ import dbt.utils -# note that this isn't an adapter macro, so just a single underscore -GET_RELATIONS_MACRO_NAME = "postgres_get_relations" +GET_RELATIONS_MACRO_NAME = "postgres__get_relations" @dataclass @@ -139,4 +139,7 @@ def valid_incremental_strategies(self): """The set of standard builtin strategies which this adapter supports out-of-the-box. Not used to validate custom strategies defined by end users. """ - return ["append", "delete+insert"] + return ["append", "delete+insert", "merge"] + + def debug_query(self): + self.execute("select 1 as id") diff --git a/plugins/postgres/dbt/adapters/postgres/relation.py b/plugins/postgres/dbt/adapters/postgres/relation.py index 820a69b0c64..e6a302d4143 100644 --- a/plugins/postgres/dbt/adapters/postgres/relation.py +++ b/plugins/postgres/dbt/adapters/postgres/relation.py @@ -1,10 +1,40 @@ from dataclasses import dataclass +from typing import Optional, Set, FrozenSet + from dbt.adapters.base.relation import BaseRelation +from dbt.adapters.relation_configs import ( + RelationConfigChangeAction, + RelationResults, +) +from dbt.context.providers import RuntimeConfigObject +from dbt.contracts.relation import RelationType from dbt.exceptions import DbtRuntimeError +from dbt.adapters.postgres.relation_configs import ( + PostgresIndexConfig, + PostgresIndexConfigChange, + PostgresMaterializedViewConfig, + PostgresMaterializedViewConfigChangeCollection, + MAX_CHARACTERS_IN_IDENTIFIER, +) + @dataclass(frozen=True, eq=False, repr=False) class PostgresRelation(BaseRelation): + renameable_relations = frozenset( + { + RelationType.View, + RelationType.Table, + RelationType.MaterializedView, + } + ) + replaceable_relations = frozenset( + { + RelationType.View, + RelationType.Table, + } + ) + def __post_init__(self): # Check for length of Postgres table/view names. # Check self.type to exclude test relation identifiers @@ -19,4 +49,58 @@ def __post_init__(self): ) def relation_max_name_length(self): - return 63 + return MAX_CHARACTERS_IN_IDENTIFIER + + def get_materialized_view_config_change_collection( + self, relation_results: RelationResults, runtime_config: RuntimeConfigObject + ) -> Optional[PostgresMaterializedViewConfigChangeCollection]: + config_change_collection = PostgresMaterializedViewConfigChangeCollection() + + existing_materialized_view = PostgresMaterializedViewConfig.from_relation_results( + relation_results + ) + new_materialized_view = PostgresMaterializedViewConfig.from_model_node( + runtime_config.model + ) + + config_change_collection.indexes = self._get_index_config_changes( + existing_materialized_view.indexes, new_materialized_view.indexes + ) + + # we return `None` instead of an empty `PostgresMaterializedViewConfigChangeCollection` object + # so that it's easier and more extensible to check in the materialization: + # `core/../materializations/materialized_view.sql` : + # {% if configuration_changes is none %} + if config_change_collection.has_changes: + return config_change_collection + + def _get_index_config_changes( + self, + existing_indexes: FrozenSet[PostgresIndexConfig], + new_indexes: FrozenSet[PostgresIndexConfig], + ) -> Set[PostgresIndexConfigChange]: + """ + Get the index updates that will occur as a result of a new run + + There are four scenarios: + + 1. Indexes are equal -> don't return these + 2. Index is new -> create these + 3. Index is old -> drop these + 4. Indexes are not equal -> drop old, create new -> two actions + + Returns: a set of index updates in the form {"action": "drop/create", "context": } + """ + drop_changes = set( + PostgresIndexConfigChange.from_dict( + {"action": RelationConfigChangeAction.drop, "context": index} + ) + for index in existing_indexes.difference(new_indexes) + ) + create_changes = set( + PostgresIndexConfigChange.from_dict( + {"action": RelationConfigChangeAction.create, "context": index} + ) + for index in new_indexes.difference(existing_indexes) + ) + return set().union(drop_changes, create_changes) diff --git a/plugins/postgres/dbt/adapters/postgres/relation_configs/__init__.py b/plugins/postgres/dbt/adapters/postgres/relation_configs/__init__.py new file mode 100644 index 00000000000..9fdb942bfa5 --- /dev/null +++ b/plugins/postgres/dbt/adapters/postgres/relation_configs/__init__.py @@ -0,0 +1,11 @@ +from dbt.adapters.postgres.relation_configs.constants import ( # noqa: F401 + MAX_CHARACTERS_IN_IDENTIFIER, +) +from dbt.adapters.postgres.relation_configs.index import ( # noqa: F401 + PostgresIndexConfig, + PostgresIndexConfigChange, +) +from dbt.adapters.postgres.relation_configs.materialized_view import ( # noqa: F401 + PostgresMaterializedViewConfig, + PostgresMaterializedViewConfigChangeCollection, +) diff --git a/plugins/postgres/dbt/adapters/postgres/relation_configs/constants.py b/plugins/postgres/dbt/adapters/postgres/relation_configs/constants.py new file mode 100644 index 00000000000..9228df23043 --- /dev/null +++ b/plugins/postgres/dbt/adapters/postgres/relation_configs/constants.py @@ -0,0 +1 @@ +MAX_CHARACTERS_IN_IDENTIFIER = 63 diff --git a/plugins/postgres/dbt/adapters/postgres/relation_configs/index.py b/plugins/postgres/dbt/adapters/postgres/relation_configs/index.py new file mode 100644 index 00000000000..3a072ea4307 --- /dev/null +++ b/plugins/postgres/dbt/adapters/postgres/relation_configs/index.py @@ -0,0 +1,165 @@ +from dataclasses import dataclass, field +from typing import Set, FrozenSet + +import agate +from dbt.dataclass_schema import StrEnum +from dbt.exceptions import DbtRuntimeError +from dbt.adapters.relation_configs import ( + RelationConfigBase, + RelationConfigValidationMixin, + RelationConfigValidationRule, + RelationConfigChangeAction, + RelationConfigChange, +) + + +class PostgresIndexMethod(StrEnum): + btree = "btree" + hash = "hash" + gist = "gist" + spgist = "spgist" + gin = "gin" + brin = "brin" + + @classmethod + def default(cls) -> "PostgresIndexMethod": + return cls.btree + + +@dataclass(frozen=True, eq=True, unsafe_hash=True) +class PostgresIndexConfig(RelationConfigBase, RelationConfigValidationMixin): + """ + This config fallows the specs found here: + https://www.postgresql.org/docs/current/sql-createindex.html + + The following parameters are configurable by dbt: + - name: the name of the index in the database, this isn't predictable since we apply a timestamp + - unique: checks for duplicate values when the index is created and on data updates + - method: the index method to be used + - column_names: the columns in the index + + Applicable defaults for non-configurable parameters: + - concurrently: `False` + - nulls_distinct: `True` + """ + + name: str = field(default=None, hash=False, compare=False) + column_names: FrozenSet[str] = field(default_factory=frozenset, hash=True) + unique: bool = field(default=False, hash=True) + method: PostgresIndexMethod = field(default=PostgresIndexMethod.default(), hash=True) + + @property + def validation_rules(self) -> Set[RelationConfigValidationRule]: + return { + RelationConfigValidationRule( + validation_check=self.column_names is not None, + validation_error=DbtRuntimeError( + "Indexes require at least one column, but none were provided" + ), + ), + } + + @classmethod + def from_dict(cls, config_dict) -> "PostgresIndexConfig": + # TODO: include the QuotePolicy instead of defaulting to lower() + kwargs_dict = { + "name": config_dict.get("name"), + "column_names": frozenset( + column.lower() for column in config_dict.get("column_names", set()) + ), + "unique": config_dict.get("unique"), + "method": config_dict.get("method"), + } + index: "PostgresIndexConfig" = super().from_dict(kwargs_dict) # type: ignore + return index + + @classmethod + def parse_model_node(cls, model_node_entry: dict) -> dict: + config_dict = { + "column_names": set(model_node_entry.get("columns", set())), + "unique": model_node_entry.get("unique"), + "method": model_node_entry.get("type"), + } + return config_dict + + @classmethod + def parse_relation_results(cls, relation_results_entry: agate.Row) -> dict: + config_dict = { + "name": relation_results_entry.get("name"), + "column_names": set(relation_results_entry.get("column_names", "").split(",")), + "unique": relation_results_entry.get("unique"), + "method": relation_results_entry.get("method"), + } + return config_dict + + @property + def as_node_config(self) -> dict: + """ + Returns: a dictionary that can be passed into `get_create_index_sql()` + """ + node_config = { + "columns": list(self.column_names), + "unique": self.unique, + "type": self.method.value, + } + return node_config + + +@dataclass(frozen=True, eq=True, unsafe_hash=True) +class PostgresIndexConfigChange(RelationConfigChange, RelationConfigValidationMixin): + """ + Example of an index change: + { + "action": "create", + "context": { + "name": "", # we don't know the name since it gets created as a hash at runtime + "columns": ["column_1", "column_3"], + "type": "hash", + "unique": True + } + }, + { + "action": "drop", + "context": { + "name": "index_abc", # we only need this to drop, but we need the rest to compare + "columns": ["column_1"], + "type": "btree", + "unique": True + } + } + """ + + context: PostgresIndexConfig + + @property + def requires_full_refresh(self) -> bool: + return False + + @property + def validation_rules(self) -> Set[RelationConfigValidationRule]: + return { + RelationConfigValidationRule( + validation_check=self.action + in {RelationConfigChangeAction.create, RelationConfigChangeAction.drop}, + validation_error=DbtRuntimeError( + "Invalid operation, only `drop` and `create` changes are supported for indexes." + ), + ), + RelationConfigValidationRule( + validation_check=not ( + self.action == RelationConfigChangeAction.drop and self.context.name is None + ), + validation_error=DbtRuntimeError( + "Invalid operation, attempting to drop an index with no name." + ), + ), + RelationConfigValidationRule( + validation_check=not ( + self.action == RelationConfigChangeAction.create + and self.context.column_names == set() + ), + validation_error=DbtRuntimeError( + "Invalid operations, attempting to create an index with no columns." + ), + ), + } diff --git a/plugins/postgres/dbt/adapters/postgres/relation_configs/materialized_view.py b/plugins/postgres/dbt/adapters/postgres/relation_configs/materialized_view.py new file mode 100644 index 00000000000..15e700e777a --- /dev/null +++ b/plugins/postgres/dbt/adapters/postgres/relation_configs/materialized_view.py @@ -0,0 +1,113 @@ +from dataclasses import dataclass, field +from typing import Set, FrozenSet, List + +import agate +from dbt.adapters.relation_configs import ( + RelationConfigBase, + RelationResults, + RelationConfigValidationMixin, + RelationConfigValidationRule, +) +from dbt.contracts.graph.nodes import ModelNode +from dbt.exceptions import DbtRuntimeError + +from dbt.adapters.postgres.relation_configs.constants import MAX_CHARACTERS_IN_IDENTIFIER +from dbt.adapters.postgres.relation_configs.index import ( + PostgresIndexConfig, + PostgresIndexConfigChange, +) + + +@dataclass(frozen=True, eq=True, unsafe_hash=True) +class PostgresMaterializedViewConfig(RelationConfigBase, RelationConfigValidationMixin): + """ + This config follows the specs found here: + https://www.postgresql.org/docs/current/sql-creatematerializedview.html + + The following parameters are configurable by dbt: + - table_name: name of the materialized view + - query: the query that defines the view + - indexes: the collection (set) of indexes on the materialized view + + Applicable defaults for non-configurable parameters: + - method: `heap` + - tablespace_name: `default_tablespace` + - with_data: `True` + """ + + table_name: str = "" + query: str = "" + indexes: FrozenSet[PostgresIndexConfig] = field(default_factory=frozenset) + + @property + def validation_rules(self) -> Set[RelationConfigValidationRule]: + # index rules get run by default with the mixin + return { + RelationConfigValidationRule( + validation_check=self.table_name is None + or len(self.table_name) <= MAX_CHARACTERS_IN_IDENTIFIER, + validation_error=DbtRuntimeError( + f"The materialized view name is more than {MAX_CHARACTERS_IN_IDENTIFIER} " + f"characters: {self.table_name}" + ), + ), + } + + @classmethod + def from_dict(cls, config_dict: dict) -> "PostgresMaterializedViewConfig": + kwargs_dict = { + "table_name": config_dict.get("table_name"), + "query": config_dict.get("query"), + "indexes": frozenset( + PostgresIndexConfig.from_dict(index) for index in config_dict.get("indexes", {}) + ), + } + materialized_view: "PostgresMaterializedViewConfig" = super().from_dict(kwargs_dict) # type: ignore + return materialized_view + + @classmethod + def from_model_node(cls, model_node: ModelNode) -> "PostgresMaterializedViewConfig": + materialized_view_config = cls.parse_model_node(model_node) + materialized_view = cls.from_dict(materialized_view_config) + return materialized_view + + @classmethod + def parse_model_node(cls, model_node: ModelNode) -> dict: + indexes: List[dict] = model_node.config.extra.get("indexes", []) + config_dict = { + "table_name": model_node.identifier, + "query": model_node.compiled_code, + "indexes": [PostgresIndexConfig.parse_model_node(index) for index in indexes], + } + return config_dict + + @classmethod + def from_relation_results( + cls, relation_results: RelationResults + ) -> "PostgresMaterializedViewConfig": + materialized_view_config = cls.parse_relation_results(relation_results) + materialized_view = cls.from_dict(materialized_view_config) + return materialized_view + + @classmethod + def parse_relation_results(cls, relation_results: RelationResults) -> dict: + indexes: agate.Table = relation_results.get("indexes", agate.Table(rows={})) + config_dict = { + "indexes": [ + PostgresIndexConfig.parse_relation_results(index) for index in indexes.rows + ], + } + return config_dict + + +@dataclass +class PostgresMaterializedViewConfigChangeCollection: + indexes: Set[PostgresIndexConfigChange] = field(default_factory=set) + + @property + def requires_full_refresh(self) -> bool: + return any(index.requires_full_refresh for index in self.indexes) + + @property + def has_changes(self) -> bool: + return self.indexes != set() diff --git a/plugins/postgres/dbt/include/postgres/macros/adapters.sql b/plugins/postgres/dbt/include/postgres/macros/adapters.sql index 07892f35b4b..0c56232bb22 100644 --- a/plugins/postgres/dbt/include/postgres/macros/adapters.sql +++ b/plugins/postgres/dbt/include/postgres/macros/adapters.sql @@ -13,7 +13,9 @@ {% if contract_config.enforced %} {{ get_assert_columns_equivalent(sql) }} {{ get_table_columns_and_constraints() }} ; - insert into {{ relation }} {{ get_column_names() }} + insert into {{ relation }} ( + {{ adapter.dispatch('get_column_names', 'dbt')() }} + ) {%- set sql = get_select_subquery(sql) %} {% else %} as @@ -95,6 +97,14 @@ 'view' as type from pg_views where schemaname ilike '{{ schema_relation.schema }}' + union all + select + '{{ schema_relation.database }}' as database, + matviewname as name, + schemaname as schema, + 'materialized_view' as type + from pg_matviews + where schemaname ilike '{{ schema_relation.schema }}' {% endcall %} {{ return(load_result('list_relations_without_caching').table) }} {% endmacro %} @@ -209,3 +219,34 @@ {% macro postgres__copy_grants() %} {{ return(False) }} {% endmacro %} + + +{% macro postgres__get_show_indexes_sql(relation) %} + select + i.relname as name, + m.amname as method, + ix.indisunique as "unique", + array_to_string(array_agg(a.attname), ',') as column_names + from pg_index ix + join pg_class i + on i.oid = ix.indexrelid + join pg_am m + on m.oid=i.relam + join pg_class t + on t.oid = ix.indrelid + join pg_namespace n + on n.oid = t.relnamespace + join pg_attribute a + on a.attrelid = t.oid + and a.attnum = ANY(ix.indkey) + where t.relname = '{{ relation.identifier }}' + and n.nspname = '{{ relation.schema }}' + and t.relkind in ('r', 'm') + group by 1, 2, 3 + order by 1, 2, 3 +{% endmacro %} + + +{%- macro postgres__get_drop_index_sql(relation, index_name) -%} + drop index if exists "{{ relation.schema }}"."{{ index_name }}" +{%- endmacro -%} diff --git a/plugins/postgres/dbt/include/postgres/macros/relations.sql b/plugins/postgres/dbt/include/postgres/macros/relations.sql index a553f768148..dd50cf00163 100644 --- a/plugins/postgres/dbt/include/postgres/macros/relations.sql +++ b/plugins/postgres/dbt/include/postgres/macros/relations.sql @@ -1,4 +1,4 @@ -{% macro postgres_get_relations () -%} +{% macro postgres__get_relations() -%} {# -- in pg_depend, objid is the dependent, refobjid is the referenced object @@ -42,7 +42,7 @@ referenced_class.kind from relation join class as referenced_class on relation.class=referenced_class.id - where referenced_class.kind in ('r', 'v') + where referenced_class.kind in ('r', 'v', 'm') ), relationships as ( select @@ -74,3 +74,7 @@ {{ return(load_result('relations').table) }} {% endmacro %} + +{% macro postgres_get_relations() %} + {{ return(postgres__get_relations()) }} +{% endmacro %} diff --git a/plugins/postgres/dbt/include/postgres/macros/relations/materialized_view/alter.sql b/plugins/postgres/dbt/include/postgres/macros/relations/materialized_view/alter.sql new file mode 100644 index 00000000000..7592f802639 --- /dev/null +++ b/plugins/postgres/dbt/include/postgres/macros/relations/materialized_view/alter.sql @@ -0,0 +1,50 @@ +{% macro postgres__get_alter_materialized_view_as_sql( + relation, + configuration_changes, + sql, + existing_relation, + backup_relation, + intermediate_relation +) %} + + -- apply a full refresh immediately if needed + {% if configuration_changes.requires_full_refresh %} + + {{ get_replace_sql(existing_relation, relation, sql) }} + + -- otherwise apply individual changes as needed + {% else %} + + {{ postgres__update_indexes_on_materialized_view(relation, configuration_changes.indexes) }} + + {%- endif -%} + +{% endmacro %} + + +{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%} + {{- log("Applying UPDATE INDEXES to: " ~ relation) -}} + + {%- for _index_change in index_changes -%} + {%- set _index = _index_change.context -%} + + {%- if _index_change.action == "drop" -%} + + {{ postgres__get_drop_index_sql(relation, _index.name) }}; + + {%- elif _index_change.action == "create" -%} + + {{ postgres__get_create_index_sql(relation, _index.as_node_config) }} + + {%- endif -%} + + {%- endfor -%} + +{%- endmacro -%} + + +{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %} + {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %} + {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config) %} + {% do return(_configuration_changes) %} +{% endmacro %} diff --git a/plugins/postgres/dbt/include/postgres/macros/relations/materialized_view/create.sql b/plugins/postgres/dbt/include/postgres/macros/relations/materialized_view/create.sql new file mode 100644 index 00000000000..17e5cb06434 --- /dev/null +++ b/plugins/postgres/dbt/include/postgres/macros/relations/materialized_view/create.sql @@ -0,0 +1,8 @@ +{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %} + create materialized view if not exists {{ relation }} as {{ sql }}; + + {% for _index_dict in config.get('indexes', []) -%} + {{- get_create_index_sql(relation, _index_dict) -}} + {%- endfor -%} + +{% endmacro %} diff --git a/plugins/postgres/dbt/include/postgres/macros/relations/materialized_view/describe.sql b/plugins/postgres/dbt/include/postgres/macros/relations/materialized_view/describe.sql new file mode 100644 index 00000000000..cb133b6a8b5 --- /dev/null +++ b/plugins/postgres/dbt/include/postgres/macros/relations/materialized_view/describe.sql @@ -0,0 +1,5 @@ +{% macro postgres__describe_materialized_view(relation) %} + -- for now just get the indexes, we don't need the name or the query yet + {% set _indexes = run_query(get_show_indexes_sql(relation)) %} + {% do return({'indexes': _indexes}) %} +{% endmacro %} diff --git a/plugins/postgres/dbt/include/postgres/macros/relations/materialized_view/drop.sql b/plugins/postgres/dbt/include/postgres/macros/relations/materialized_view/drop.sql new file mode 100644 index 00000000000..2263bb652b2 --- /dev/null +++ b/plugins/postgres/dbt/include/postgres/macros/relations/materialized_view/drop.sql @@ -0,0 +1,3 @@ +{% macro postgres__drop_materialized_view(relation) -%} + drop materialized view if exists {{ relation }} cascade +{%- endmacro %} diff --git a/plugins/postgres/dbt/include/postgres/macros/relations/materialized_view/refresh.sql b/plugins/postgres/dbt/include/postgres/macros/relations/materialized_view/refresh.sql new file mode 100644 index 00000000000..48b863e519b --- /dev/null +++ b/plugins/postgres/dbt/include/postgres/macros/relations/materialized_view/refresh.sql @@ -0,0 +1,3 @@ +{% macro postgres__refresh_materialized_view(relation) %} + refresh materialized view {{ relation }} +{% endmacro %} diff --git a/plugins/postgres/dbt/include/postgres/macros/relations/materialized_view/rename.sql b/plugins/postgres/dbt/include/postgres/macros/relations/materialized_view/rename.sql new file mode 100644 index 00000000000..293ec9d1e12 --- /dev/null +++ b/plugins/postgres/dbt/include/postgres/macros/relations/materialized_view/rename.sql @@ -0,0 +1,3 @@ +{% macro postgres__get_rename_materialized_view_sql(relation, new_name) %} + alter materialized view {{ relation }} rename to {{ new_name }} +{% endmacro %} diff --git a/plugins/postgres/dbt/include/postgres/macros/relations/table/drop.sql b/plugins/postgres/dbt/include/postgres/macros/relations/table/drop.sql new file mode 100644 index 00000000000..146cfc8273f --- /dev/null +++ b/plugins/postgres/dbt/include/postgres/macros/relations/table/drop.sql @@ -0,0 +1,3 @@ +{% macro postgres__drop_table(relation) -%} + drop table if exists {{ relation }} cascade +{%- endmacro %} diff --git a/plugins/postgres/dbt/include/postgres/macros/relations/table/rename.sql b/plugins/postgres/dbt/include/postgres/macros/relations/table/rename.sql new file mode 100644 index 00000000000..bc3c234abb7 --- /dev/null +++ b/plugins/postgres/dbt/include/postgres/macros/relations/table/rename.sql @@ -0,0 +1,3 @@ +{% macro postgres__get_rename_table_sql(relation, new_name) %} + alter table {{ relation }} rename to {{ new_name }} +{% endmacro %} diff --git a/plugins/postgres/dbt/include/postgres/macros/relations/table/replace.sql b/plugins/postgres/dbt/include/postgres/macros/relations/table/replace.sql new file mode 100644 index 00000000000..3750edfdf95 --- /dev/null +++ b/plugins/postgres/dbt/include/postgres/macros/relations/table/replace.sql @@ -0,0 +1,17 @@ +{% macro postgres__get_replace_table_sql(relation, sql) -%} + + {%- set sql_header = config.get('sql_header', none) -%} + {{ sql_header if sql_header is not none }} + + create or replace table {{ relation }} + {% set contract_config = config.get('contract') %} + {% if contract_config.enforced %} + {{ get_assert_columns_equivalent(sql) }} + {{ get_table_columns_and_constraints() }} + {%- set sql = get_select_subquery(sql) %} + {% endif %} + as ( + {{ sql }} + ); + +{%- endmacro %} diff --git a/plugins/postgres/dbt/include/postgres/macros/relations/view/drop.sql b/plugins/postgres/dbt/include/postgres/macros/relations/view/drop.sql new file mode 100644 index 00000000000..46bd5a063eb --- /dev/null +++ b/plugins/postgres/dbt/include/postgres/macros/relations/view/drop.sql @@ -0,0 +1,3 @@ +{% macro postgres__drop_view(relation) -%} + drop view if exists {{ relation }} cascade +{%- endmacro %} diff --git a/plugins/postgres/dbt/include/postgres/macros/relations/view/rename.sql b/plugins/postgres/dbt/include/postgres/macros/relations/view/rename.sql new file mode 100644 index 00000000000..3c890a5b2d0 --- /dev/null +++ b/plugins/postgres/dbt/include/postgres/macros/relations/view/rename.sql @@ -0,0 +1,3 @@ +{% macro postgres__get_rename_view_sql(relation, new_name) %} + alter view {{ relation }} rename to {{ new_name }} +{% endmacro %} diff --git a/plugins/postgres/dbt/include/postgres/macros/relations/view/replace.sql b/plugins/postgres/dbt/include/postgres/macros/relations/view/replace.sql new file mode 100644 index 00000000000..e2724c37e7c --- /dev/null +++ b/plugins/postgres/dbt/include/postgres/macros/relations/view/replace.sql @@ -0,0 +1,15 @@ +{% macro postgres__get_replace_view_sql(relation, sql) -%} + + {%- set sql_header = config.get('sql_header', none) -%} + {{ sql_header if sql_header is not none }} + + create or replace view {{ relation }} + {% set contract_config = config.get('contract') %} + {% if contract_config.enforced %} + {{ get_assert_columns_equivalent(sql) }} + {%- endif %} + as ( + {{ sql }} + ); + +{%- endmacro %} diff --git a/plugins/postgres/dbt/include/postgres/macros/utils/columns_spec_ddl.sql b/plugins/postgres/dbt/include/postgres/macros/utils/columns_spec_ddl.sql index b2f83bea4a9..e69de29bb2d 100644 --- a/plugins/postgres/dbt/include/postgres/macros/utils/columns_spec_ddl.sql +++ b/plugins/postgres/dbt/include/postgres/macros/utils/columns_spec_ddl.sql @@ -1,10 +0,0 @@ -{% macro get_column_names() %} - {# loop through user_provided_columns to get column names #} - {%- set user_provided_columns = model['columns'] -%} - ( - {% for i in user_provided_columns %} - {% set col = user_provided_columns[i] %} - {{ col['name'] }} {{ "," if not loop.last }} - {% endfor %} - ) -{% endmacro %} diff --git a/plugins/postgres/setup.py b/plugins/postgres/setup.py index 3c802021a4f..fcfabc9281b 100644 --- a/plugins/postgres/setup.py +++ b/plugins/postgres/setup.py @@ -2,9 +2,9 @@ import os import sys -if sys.version_info < (3, 7): +if sys.version_info < (3, 8): print("Error: dbt does not support this version of Python.") - print("Please upgrade to Python 3.7 or higher.") + print("Please upgrade to Python 3.8 or higher.") sys.exit(1) @@ -41,7 +41,7 @@ def _dbt_psycopg2_name(): package_name = "dbt-postgres" -package_version = "1.5.0rc1" +package_version = "1.7.0b2" description = """The postgres adapter plugin for dbt (data build tool)""" this_directory = os.path.abspath(os.path.dirname(__file__)) @@ -71,6 +71,8 @@ def _dbt_psycopg2_name(): install_requires=[ "dbt-core=={}".format(package_version), "{}~=2.8".format(DBT_PSYCOPG2_NAME), + # installed via dbt-core, but referenced directly, don't pin to avoid version conflicts with dbt-core + "agate", ], zip_safe=False, classifiers=[ @@ -79,11 +81,10 @@ def _dbt_psycopg2_name(): "Operating System :: Microsoft :: Windows", "Operating System :: MacOS :: MacOS X", "Operating System :: POSIX :: Linux", - "Programming Language :: Python :: 3.7", "Programming Language :: Python :: 3.8", "Programming Language :: Python :: 3.9", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", ], - python_requires=">=3.7", + python_requires=">=3.8", ) diff --git a/pytest.ini b/pytest.ini index 26ae97594fe..0760d49a55a 100644 --- a/pytest.ini +++ b/pytest.ini @@ -5,5 +5,5 @@ filterwarnings = env_files = test.env testpaths = - test/unit tests/functional + tests/unit diff --git a/schemas/dbt/catalog/v1.json b/schemas/dbt/catalog/v1.json index 08f76a591bf..0493014e5e7 100644 --- a/schemas/dbt/catalog/v1.json +++ b/schemas/dbt/catalog/v1.json @@ -1,126 +1,45 @@ { - "type": "object", - "required": [ - "metadata", - "nodes", - "sources" - ], - "properties": { - "metadata": { - "$ref": "#/definitions/CatalogMetadata" - }, - "nodes": { - "type": "object", - "additionalProperties": { - "$ref": "#/definitions/CatalogTable" - } - }, - "sources": { - "type": "object", - "additionalProperties": { - "$ref": "#/definitions/CatalogTable" - } - }, - "errors": { - "oneOf": [ - { - "type": "array", - "items": { - "type": "string" - } - }, - { - "type": "null" - } - ] - } - }, - "additionalProperties": false, - "description": "CatalogArtifact(metadata: dbt.contracts.results.CatalogMetadata, nodes: Dict[str, dbt.contracts.results.CatalogTable], sources: Dict[str, dbt.contracts.results.CatalogTable], errors: Optional[List[str]] = None, _compile_results: Optional[Any] = None)", - "definitions": { + "$ref": "#/$defs/CatalogArtifact", + "$defs": { "CatalogMetadata": { "type": "object", - "required": [], + "title": "CatalogMetadata", "properties": { "dbt_schema_version": { - "type": "string", - "default": "https://schemas.getdbt.com/dbt/catalog/v1.json" + "type": "string" }, "dbt_version": { "type": "string", - "default": "1.5.0a1" + "default": "1.7.0b1" }, "generated_at": { - "type": "string", - "format": "date-time", - "default": "2023-02-09T23:46:55.265093Z" + "type": "string" }, "invocation_id": { - "oneOf": [ + "anyOf": [ { "type": "string" }, { "type": "null" } - ], - "default": "e6a9b266-203d-4fec-93af-fb8f55423a6b" + ] }, "env": { "type": "object", "additionalProperties": { "type": "string" }, - "default": {} - } - }, - "additionalProperties": false, - "description": "CatalogMetadata(dbt_schema_version: str = , dbt_version: str = '1.5.0a1', generated_at: datetime.datetime = , invocation_id: Optional[str] = , env: Dict[str, str] = )" - }, - "CatalogTable": { - "type": "object", - "required": [ - "metadata", - "columns", - "stats" - ], - "properties": { - "metadata": { - "$ref": "#/definitions/TableMetadata" - }, - "columns": { - "type": "object", - "additionalProperties": { - "$ref": "#/definitions/ColumnMetadata" - } - }, - "stats": { - "type": "object", - "additionalProperties": { - "$ref": "#/definitions/StatsItem" + "propertyNames": { + "type": "string" } - }, - "unique_id": { - "oneOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ] } }, - "additionalProperties": false, - "description": "CatalogTable(metadata: dbt.contracts.results.TableMetadata, columns: Dict[str, dbt.contracts.results.ColumnMetadata], stats: Dict[str, dbt.contracts.results.StatsItem], unique_id: Optional[str] = None)" + "additionalProperties": false }, "TableMetadata": { "type": "object", - "required": [ - "type", - "schema", - "name" - ], + "title": "TableMetadata", "properties": { "type": { "type": "string" @@ -132,46 +51,49 @@ "type": "string" }, "database": { - "oneOf": [ + "anyOf": [ { "type": "string" }, { "type": "null" } - ] + ], + "default": null }, "comment": { - "oneOf": [ + "anyOf": [ { "type": "string" }, { "type": "null" } - ] + ], + "default": null }, "owner": { - "oneOf": [ + "anyOf": [ { "type": "string" }, { "type": "null" } - ] + ], + "default": null } }, "additionalProperties": false, - "description": "TableMetadata(type: str, schema: str, name: str, database: Optional[str] = None, comment: Optional[str] = None, owner: Optional[str] = None)" - }, - "ColumnMetadata": { - "type": "object", "required": [ "type", - "index", + "schema", "name" - ], + ] + }, + "ColumnMetadata": { + "type": "object", + "title": "ColumnMetadata", "properties": { "type": { "type": "string" @@ -183,26 +105,27 @@ "type": "string" }, "comment": { - "oneOf": [ + "anyOf": [ { "type": "string" }, { "type": "null" } - ] + ], + "default": null } }, "additionalProperties": false, - "description": "ColumnMetadata(type: str, index: int, name: str, comment: Optional[str] = None)" + "required": [ + "type", + "index", + "name" + ] }, "StatsItem": { "type": "object", - "required": [ - "id", - "label", - "include" - ], + "title": "StatsItem", "properties": { "id": { "type": "string" @@ -211,7 +134,7 @@ "type": "string" }, "value": { - "oneOf": [ + "anyOf": [ { "type": "boolean" }, @@ -230,20 +153,125 @@ "type": "boolean" }, "description": { - "oneOf": [ + "anyOf": [ { "type": "string" }, { "type": "null" } - ] + ], + "default": null + } + }, + "additionalProperties": false, + "required": [ + "id", + "label", + "value", + "include" + ] + }, + "CatalogTable": { + "type": "object", + "title": "CatalogTable", + "properties": { + "metadata": { + "$ref": "#/$defs/TableMetadata" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/$defs/ColumnMetadata" + }, + "propertyNames": { + "type": "string" + } + }, + "stats": { + "type": "object", + "additionalProperties": { + "$ref": "#/$defs/StatsItem" + }, + "propertyNames": { + "type": "string" + } + }, + "unique_id": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null } }, "additionalProperties": false, - "description": "StatsItem(id: str, label: str, value: Union[bool, str, float, NoneType], include: bool, description: Optional[str] = None)" + "required": [ + "metadata", + "columns", + "stats" + ] + }, + "CatalogArtifact": { + "type": "object", + "title": "CatalogArtifact", + "properties": { + "metadata": { + "$ref": "#/$defs/CatalogMetadata" + }, + "nodes": { + "type": "object", + "additionalProperties": { + "$ref": "#/$defs/CatalogTable" + }, + "propertyNames": { + "type": "string" + } + }, + "sources": { + "type": "object", + "additionalProperties": { + "$ref": "#/$defs/CatalogTable" + }, + "propertyNames": { + "type": "string" + } + }, + "errors": { + "anyOf": [ + { + "type": "array", + "items": { + "type": "string" + } + }, + { + "type": "null" + } + ], + "default": null + }, + "_compile_results": { + "anyOf": [ + {}, + { + "type": "null" + } + ], + "default": null + } + }, + "additionalProperties": false, + "required": [ + "metadata", + "nodes", + "sources" + ] } }, - "$schema": "http://json-schema.org/draft-07/schema#", "$id": "https://schemas.getdbt.com/dbt/catalog/v1.json" } diff --git a/schemas/dbt/manifest/v10.json b/schemas/dbt/manifest/v10.json new file mode 100644 index 00000000000..72737e9b8e3 --- /dev/null +++ b/schemas/dbt/manifest/v10.json @@ -0,0 +1,5638 @@ +{ + "type": "object", + "required": [ + "metadata", + "nodes", + "sources", + "macros", + "docs", + "exposures", + "metrics", + "groups", + "selectors", + "semantic_models" + ], + "properties": { + "metadata": { + "$ref": "#/definitions/ManifestMetadata", + "description": "Metadata about the manifest" + }, + "nodes": { + "type": "object", + "additionalProperties": { + "oneOf": [ + { + "$ref": "#/definitions/AnalysisNode" + }, + { + "$ref": "#/definitions/SingularTestNode" + }, + { + "$ref": "#/definitions/HookNode" + }, + { + "$ref": "#/definitions/ModelNode" + }, + { + "$ref": "#/definitions/RPCNode" + }, + { + "$ref": "#/definitions/SqlNode" + }, + { + "$ref": "#/definitions/GenericTestNode" + }, + { + "$ref": "#/definitions/SnapshotNode" + }, + { + "$ref": "#/definitions/SeedNode" + } + ] + }, + "description": "The nodes defined in the dbt project and its dependencies" + }, + "sources": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/SourceDefinition" + }, + "description": "The sources defined in the dbt project and its dependencies" + }, + "macros": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/Macro" + }, + "description": "The macros defined in the dbt project and its dependencies" + }, + "docs": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/Documentation" + }, + "description": "The docs defined in the dbt project and its dependencies" + }, + "exposures": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/Exposure" + }, + "description": "The exposures defined in the dbt project and its dependencies" + }, + "metrics": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/Metric" + }, + "description": "The metrics defined in the dbt project and its dependencies" + }, + "groups": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/Group" + }, + "description": "The groups defined in the dbt project" + }, + "selectors": { + "type": "object", + "description": "The selectors defined in selectors.yml" + }, + "disabled": { + "oneOf": [ + { + "type": "object", + "additionalProperties": { + "type": "array", + "items": { + "oneOf": [ + { + "$ref": "#/definitions/AnalysisNode" + }, + { + "$ref": "#/definitions/SingularTestNode" + }, + { + "$ref": "#/definitions/HookNode" + }, + { + "$ref": "#/definitions/ModelNode" + }, + { + "$ref": "#/definitions/RPCNode" + }, + { + "$ref": "#/definitions/SqlNode" + }, + { + "$ref": "#/definitions/GenericTestNode" + }, + { + "$ref": "#/definitions/SnapshotNode" + }, + { + "$ref": "#/definitions/SeedNode" + }, + { + "$ref": "#/definitions/SourceDefinition" + }, + { + "$ref": "#/definitions/Exposure" + }, + { + "$ref": "#/definitions/Metric" + }, + { + "$ref": "#/definitions/SemanticModel" + } + ] + } + } + }, + { + "type": "null" + } + ], + "description": "A mapping of the disabled nodes in the target" + }, + "parent_map": { + "oneOf": [ + { + "type": "object", + "additionalProperties": { + "type": "array", + "items": { + "type": "string" + } + } + }, + { + "type": "null" + } + ], + "description": "A mapping from\u00a0child nodes to their dependencies" + }, + "child_map": { + "oneOf": [ + { + "type": "object", + "additionalProperties": { + "type": "array", + "items": { + "type": "string" + } + } + }, + { + "type": "null" + } + ], + "description": "A mapping from parent nodes to their dependents" + }, + "group_map": { + "oneOf": [ + { + "type": "object", + "additionalProperties": { + "type": "array", + "items": { + "type": "string" + } + } + }, + { + "type": "null" + } + ], + "description": "A mapping from group names to their nodes" + }, + "semantic_models": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/SemanticModel" + }, + "description": "The semantic models defined in the dbt project" + } + }, + "additionalProperties": false, + "description": "WritableManifest(metadata: dbt.contracts.graph.manifest.ManifestMetadata, nodes: Mapping[str, Union[dbt.contracts.graph.nodes.AnalysisNode, dbt.contracts.graph.nodes.SingularTestNode, dbt.contracts.graph.nodes.HookNode, dbt.contracts.graph.nodes.ModelNode, dbt.contracts.graph.nodes.RPCNode, dbt.contracts.graph.nodes.SqlNode, dbt.contracts.graph.nodes.GenericTestNode, dbt.contracts.graph.nodes.SnapshotNode, dbt.contracts.graph.nodes.SeedNode]], sources: Mapping[str, dbt.contracts.graph.nodes.SourceDefinition], macros: Mapping[str, dbt.contracts.graph.nodes.Macro], docs: Mapping[str, dbt.contracts.graph.nodes.Documentation], exposures: Mapping[str, dbt.contracts.graph.nodes.Exposure], metrics: Mapping[str, dbt.contracts.graph.nodes.Metric], groups: Mapping[str, dbt.contracts.graph.nodes.Group], selectors: Mapping[str, Any], disabled: Union[Mapping[str, List[Union[dbt.contracts.graph.nodes.AnalysisNode, dbt.contracts.graph.nodes.SingularTestNode, dbt.contracts.graph.nodes.HookNode, dbt.contracts.graph.nodes.ModelNode, dbt.contracts.graph.nodes.RPCNode, dbt.contracts.graph.nodes.SqlNode, dbt.contracts.graph.nodes.GenericTestNode, dbt.contracts.graph.nodes.SnapshotNode, dbt.contracts.graph.nodes.SeedNode, dbt.contracts.graph.nodes.SourceDefinition, dbt.contracts.graph.nodes.Exposure, dbt.contracts.graph.nodes.Metric, dbt.contracts.graph.nodes.SemanticModel]]], NoneType], parent_map: Union[Dict[str, List[str]], NoneType], child_map: Union[Dict[str, List[str]], NoneType], group_map: Union[Dict[str, List[str]], NoneType], semantic_models: Mapping[str, dbt.contracts.graph.nodes.SemanticModel])", + "definitions": { + "ManifestMetadata": { + "type": "object", + "required": [], + "properties": { + "dbt_schema_version": { + "type": "string", + "default": "https://schemas.getdbt.com/dbt/manifest/v10.json" + }, + "dbt_version": { + "type": "string", + "default": "1.6.0" + }, + "generated_at": { + "type": "string", + "format": "date-time", + "default": "2023-08-07T20:10:03.381822Z" + }, + "invocation_id": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": "03dee192-ff77-43cc-bc3f-5eeaf6d36344" + }, + "env": { + "type": "object", + "additionalProperties": { + "type": "string" + }, + "default": {} + }, + "project_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "description": "Name of the root project" + }, + "project_id": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "description": "A unique identifier for the project, hashed from the project name" + }, + "user_id": { + "oneOf": [ + { + "type": "string", + "pattern": "[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}" + }, + { + "type": "null" + } + ], + "description": "A unique identifier for the user" + }, + "send_anonymous_usage_stats": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ], + "description": "Whether dbt is configured to send anonymous usage statistics" + }, + "adapter_type": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "description": "The type name of the adapter" + } + }, + "additionalProperties": false, + "description": "Metadata for the manifest." + }, + "AnalysisNode": { + "type": "object", + "required": [ + "schema", + "name", + "resource_type", + "package_name", + "path", + "original_file_path", + "unique_id", + "fqn", + "alias", + "checksum" + ], + "properties": { + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "analysis" + ] + }, + "package_name": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "unique_id": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/NodeConfig", + "default": { + "enabled": true, + "alias": null, + "schema": null, + "database": null, + "tags": [], + "meta": {}, + "group": null, + "materialized": "view", + "incremental_strategy": null, + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { + "show": true, + "node_color": null + }, + "contract": { + "enforced": false + }, + "post-hook": [], + "pre-hook": [] + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "group": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true, + "node_color": null + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1691439003.386713 + }, + "config_call_dict": { + "type": "object", + "default": {} + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "raw_code": { + "type": "string", + "default": "" + }, + "language": { + "type": "string", + "default": "sql" + }, + "refs": { + "type": "array", + "items": { + "$ref": "#/definitions/RefArgs" + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled": { + "type": "boolean", + "default": false + }, + "compiled_code": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "extra_ctes_injected": { + "type": "boolean", + "default": false + }, + "extra_ctes": { + "type": "array", + "items": { + "$ref": "#/definitions/InjectedCTE" + }, + "default": [] + }, + "contract": { + "$ref": "#/definitions/Contract", + "default": { + "enforced": false, + "checksum": null + } + } + }, + "additionalProperties": false, + "description": "AnalysisNode(database: Union[str, NoneType], schema: str, name: str, resource_type: dbt.node_types.NodeType, package_name: str, path: str, original_file_path: str, unique_id: str, fqn: List[str], alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.NodeConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , description: str = '', columns: Dict[str, dbt.contracts.graph.nodes.ColumnInfo] = , meta: Dict[str, Any] = , group: Union[str, NoneType] = None, docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Union[str, NoneType] = None, build_path: Union[str, NoneType] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = , relation_name: Union[str, NoneType] = None, raw_code: str = '', language: str = 'sql', refs: List[dbt.contracts.graph.nodes.RefArgs] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.nodes.DependsOn = , compiled_path: Union[str, NoneType] = None, compiled: bool = False, compiled_code: Union[str, NoneType] = None, extra_ctes_injected: bool = False, extra_ctes: List[dbt.contracts.graph.nodes.InjectedCTE] = , _pre_injected_sql: Union[str, NoneType] = None, contract: dbt.contracts.graph.nodes.Contract = )" + }, + "FileHash": { + "type": "object", + "required": [ + "name", + "checksum" + ], + "properties": { + "name": { + "type": "string" + }, + "checksum": { + "type": "string" + } + }, + "additionalProperties": false, + "description": "FileHash(name: str, checksum: str)" + }, + "NodeConfig": { + "type": "object", + "required": [], + "properties": { + "enabled": { + "type": "boolean", + "default": true + }, + "alias": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "tags": { + "oneOf": [ + { + "type": "array", + "items": { + "type": "string" + } + }, + { + "type": "string" + } + ], + "default": [] + }, + "meta": { + "type": "object", + "default": {} + }, + "group": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "materialized": { + "type": "string", + "default": "view" + }, + "incremental_strategy": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "persist_docs": { + "type": "object", + "default": {} + }, + "post-hook": { + "type": "array", + "items": { + "$ref": "#/definitions/Hook" + }, + "default": [] + }, + "pre-hook": { + "type": "array", + "items": { + "$ref": "#/definitions/Hook" + }, + "default": [] + }, + "quoting": { + "type": "object", + "default": {} + }, + "column_types": { + "type": "object", + "default": {} + }, + "full_refresh": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ] + }, + "unique_key": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "array", + "items": { + "type": "string" + } + }, + { + "type": "null" + } + ] + }, + "on_schema_change": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": "ignore" + }, + "on_configuration_change": { + "type": "string", + "enum": [ + "apply", + "continue", + "fail" + ], + "default": "apply" + }, + "grants": { + "type": "object", + "default": {} + }, + "packages": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true, + "node_color": null + } + }, + "contract": { + "$ref": "#/definitions/ContractConfig", + "default": { + "enforced": false + } + } + }, + "additionalProperties": true, + "description": "NodeConfig(_extra: Dict[str, Any] = , enabled: bool = True, alias: Union[str, NoneType] = None, schema: Union[str, NoneType] = None, database: Union[str, NoneType] = None, tags: Union[List[str], str] = , meta: Dict[str, Any] = , group: Union[str, NoneType] = None, materialized: str = 'view', incremental_strategy: Union[str, NoneType] = None, persist_docs: Dict[str, Any] = , post_hook: List[dbt.contracts.graph.model_config.Hook] = , pre_hook: List[dbt.contracts.graph.model_config.Hook] = , quoting: Dict[str, Any] = , column_types: Dict[str, Any] = , full_refresh: Union[bool, NoneType] = None, unique_key: Union[str, List[str], NoneType] = None, on_schema_change: Union[str, NoneType] = 'ignore', on_configuration_change: dbt.contracts.graph.model_config.OnConfigurationChangeOption = , grants: Dict[str, Any] = , packages: List[str] = , docs: dbt.contracts.graph.unparsed.Docs = , contract: dbt.contracts.graph.model_config.ContractConfig = )" + }, + "Hook": { + "type": "object", + "required": [ + "sql" + ], + "properties": { + "sql": { + "type": "string" + }, + "transaction": { + "type": "boolean", + "default": true + }, + "index": { + "oneOf": [ + { + "type": "integer" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "Hook(sql: str, transaction: bool = True, index: Union[int, NoneType] = None)" + }, + "Docs": { + "type": "object", + "required": [], + "properties": { + "show": { + "type": "boolean", + "default": true + }, + "node_color": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "Docs(show: bool = True, node_color: Union[str, NoneType] = None)" + }, + "ContractConfig": { + "type": "object", + "required": [], + "properties": { + "enforced": { + "type": "boolean", + "default": false + } + }, + "additionalProperties": false, + "description": "ContractConfig(enforced: bool = False)" + }, + "ColumnInfo": { + "type": "object", + "required": [ + "name" + ], + "properties": { + "name": { + "type": "string" + }, + "description": { + "type": "string", + "default": "" + }, + "meta": { + "type": "object", + "default": {} + }, + "data_type": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "constraints": { + "type": "array", + "items": { + "$ref": "#/definitions/ColumnLevelConstraint" + }, + "default": [] + }, + "quote": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ] + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + } + }, + "additionalProperties": true, + "description": "Used in all ManifestNodes and SourceDefinition" + }, + "ColumnLevelConstraint": { + "type": "object", + "required": [ + "type" + ], + "properties": { + "type": { + "type": "string", + "enum": [ + "check", + "not_null", + "unique", + "primary_key", + "foreign_key", + "custom" + ] + }, + "name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "expression": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "warn_unenforced": { + "type": "boolean", + "default": true + }, + "warn_unsupported": { + "type": "boolean", + "default": true + } + }, + "additionalProperties": false, + "description": "ColumnLevelConstraint(type: dbt.contracts.graph.nodes.ConstraintType, name: Union[str, NoneType] = None, expression: Union[str, NoneType] = None, warn_unenforced: bool = True, warn_unsupported: bool = True)" + }, + "RefArgs": { + "type": "object", + "required": [ + "name" + ], + "properties": { + "name": { + "type": "string" + }, + "package": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "version": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "number" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "RefArgs(name: str, package: Union[str, NoneType] = None, version: Union[str, float, NoneType] = None)" + }, + "DependsOn": { + "type": "object", + "required": [], + "properties": { + "macros": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "nodes": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + } + }, + "additionalProperties": false, + "description": "DependsOn(macros: List[str] = , nodes: List[str] = )" + }, + "InjectedCTE": { + "type": "object", + "required": [ + "id", + "sql" + ], + "properties": { + "id": { + "type": "string" + }, + "sql": { + "type": "string" + } + }, + "additionalProperties": false, + "description": "Used in CompiledNodes as part of ephemeral model processing" + }, + "Contract": { + "type": "object", + "required": [], + "properties": { + "enforced": { + "type": "boolean", + "default": false + }, + "checksum": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "Contract(enforced: bool = False, checksum: Union[str, NoneType] = None)" + }, + "SingularTestNode": { + "type": "object", + "required": [ + "schema", + "name", + "resource_type", + "package_name", + "path", + "original_file_path", + "unique_id", + "fqn", + "alias", + "checksum" + ], + "properties": { + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "test" + ] + }, + "package_name": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "unique_id": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/TestConfig", + "default": { + "enabled": true, + "alias": null, + "schema": "dbt_test__audit", + "database": null, + "tags": [], + "meta": {}, + "group": null, + "materialized": "test", + "severity": "ERROR", + "store_failures": null, + "where": null, + "limit": null, + "fail_calc": "count(*)", + "warn_if": "!= 0", + "error_if": "!= 0" + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "group": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true, + "node_color": null + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1691439003.389955 + }, + "config_call_dict": { + "type": "object", + "default": {} + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "raw_code": { + "type": "string", + "default": "" + }, + "language": { + "type": "string", + "default": "sql" + }, + "refs": { + "type": "array", + "items": { + "$ref": "#/definitions/RefArgs" + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled": { + "type": "boolean", + "default": false + }, + "compiled_code": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "extra_ctes_injected": { + "type": "boolean", + "default": false + }, + "extra_ctes": { + "type": "array", + "items": { + "$ref": "#/definitions/InjectedCTE" + }, + "default": [] + }, + "contract": { + "$ref": "#/definitions/Contract", + "default": { + "enforced": false, + "checksum": null + } + } + }, + "additionalProperties": false, + "description": "SingularTestNode(database: Union[str, NoneType], schema: str, name: str, resource_type: dbt.node_types.NodeType, package_name: str, path: str, original_file_path: str, unique_id: str, fqn: List[str], alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.TestConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , description: str = '', columns: Dict[str, dbt.contracts.graph.nodes.ColumnInfo] = , meta: Dict[str, Any] = , group: Union[str, NoneType] = None, docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Union[str, NoneType] = None, build_path: Union[str, NoneType] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = , relation_name: Union[str, NoneType] = None, raw_code: str = '', language: str = 'sql', refs: List[dbt.contracts.graph.nodes.RefArgs] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.nodes.DependsOn = , compiled_path: Union[str, NoneType] = None, compiled: bool = False, compiled_code: Union[str, NoneType] = None, extra_ctes_injected: bool = False, extra_ctes: List[dbt.contracts.graph.nodes.InjectedCTE] = , _pre_injected_sql: Union[str, NoneType] = None, contract: dbt.contracts.graph.nodes.Contract = )" + }, + "TestConfig": { + "type": "object", + "required": [], + "properties": { + "enabled": { + "type": "boolean", + "default": true + }, + "alias": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": "dbt_test__audit" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "tags": { + "oneOf": [ + { + "type": "array", + "items": { + "type": "string" + } + }, + { + "type": "string" + } + ], + "default": [] + }, + "meta": { + "type": "object", + "default": {} + }, + "group": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "materialized": { + "type": "string", + "default": "test" + }, + "severity": { + "type": "string", + "pattern": "^([Ww][Aa][Rr][Nn]|[Ee][Rr][Rr][Oo][Rr])$", + "default": "ERROR" + }, + "store_failures": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ] + }, + "where": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "limit": { + "oneOf": [ + { + "type": "integer" + }, + { + "type": "null" + } + ] + }, + "fail_calc": { + "type": "string", + "default": "count(*)" + }, + "warn_if": { + "type": "string", + "default": "!= 0" + }, + "error_if": { + "type": "string", + "default": "!= 0" + } + }, + "additionalProperties": true, + "description": "TestConfig(_extra: Dict[str, Any] = , enabled: bool = True, alias: Union[str, NoneType] = None, schema: Union[str, NoneType] = 'dbt_test__audit', database: Union[str, NoneType] = None, tags: Union[List[str], str] = , meta: Dict[str, Any] = , group: Union[str, NoneType] = None, materialized: str = 'test', severity: dbt.contracts.graph.model_config.Severity = 'ERROR', store_failures: Union[bool, NoneType] = None, where: Union[str, NoneType] = None, limit: Union[int, NoneType] = None, fail_calc: str = 'count(*)', warn_if: str = '!= 0', error_if: str = '!= 0')" + }, + "HookNode": { + "type": "object", + "required": [ + "schema", + "name", + "resource_type", + "package_name", + "path", + "original_file_path", + "unique_id", + "fqn", + "alias", + "checksum" + ], + "properties": { + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "operation" + ] + }, + "package_name": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "unique_id": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/NodeConfig", + "default": { + "enabled": true, + "alias": null, + "schema": null, + "database": null, + "tags": [], + "meta": {}, + "group": null, + "materialized": "view", + "incremental_strategy": null, + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { + "show": true, + "node_color": null + }, + "contract": { + "enforced": false + }, + "post-hook": [], + "pre-hook": [] + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "group": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true, + "node_color": null + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1691439003.3916101 + }, + "config_call_dict": { + "type": "object", + "default": {} + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "raw_code": { + "type": "string", + "default": "" + }, + "language": { + "type": "string", + "default": "sql" + }, + "refs": { + "type": "array", + "items": { + "$ref": "#/definitions/RefArgs" + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled": { + "type": "boolean", + "default": false + }, + "compiled_code": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "extra_ctes_injected": { + "type": "boolean", + "default": false + }, + "extra_ctes": { + "type": "array", + "items": { + "$ref": "#/definitions/InjectedCTE" + }, + "default": [] + }, + "contract": { + "$ref": "#/definitions/Contract", + "default": { + "enforced": false, + "checksum": null + } + }, + "index": { + "oneOf": [ + { + "type": "integer" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "HookNode(database: Union[str, NoneType], schema: str, name: str, resource_type: dbt.node_types.NodeType, package_name: str, path: str, original_file_path: str, unique_id: str, fqn: List[str], alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.NodeConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , description: str = '', columns: Dict[str, dbt.contracts.graph.nodes.ColumnInfo] = , meta: Dict[str, Any] = , group: Union[str, NoneType] = None, docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Union[str, NoneType] = None, build_path: Union[str, NoneType] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = , relation_name: Union[str, NoneType] = None, raw_code: str = '', language: str = 'sql', refs: List[dbt.contracts.graph.nodes.RefArgs] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.nodes.DependsOn = , compiled_path: Union[str, NoneType] = None, compiled: bool = False, compiled_code: Union[str, NoneType] = None, extra_ctes_injected: bool = False, extra_ctes: List[dbt.contracts.graph.nodes.InjectedCTE] = , _pre_injected_sql: Union[str, NoneType] = None, contract: dbt.contracts.graph.nodes.Contract = , index: Union[int, NoneType] = None)" + }, + "ModelNode": { + "type": "object", + "required": [ + "schema", + "name", + "resource_type", + "package_name", + "path", + "original_file_path", + "unique_id", + "fqn", + "alias", + "checksum" + ], + "properties": { + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "model" + ] + }, + "package_name": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "unique_id": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/NodeConfig", + "default": { + "enabled": true, + "alias": null, + "schema": null, + "database": null, + "tags": [], + "meta": {}, + "group": null, + "materialized": "view", + "incremental_strategy": null, + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { + "show": true, + "node_color": null + }, + "contract": { + "enforced": false + }, + "post-hook": [], + "pre-hook": [] + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "group": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true, + "node_color": null + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1691439003.393298 + }, + "config_call_dict": { + "type": "object", + "default": {} + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "raw_code": { + "type": "string", + "default": "" + }, + "language": { + "type": "string", + "default": "sql" + }, + "refs": { + "type": "array", + "items": { + "$ref": "#/definitions/RefArgs" + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled": { + "type": "boolean", + "default": false + }, + "compiled_code": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "extra_ctes_injected": { + "type": "boolean", + "default": false + }, + "extra_ctes": { + "type": "array", + "items": { + "$ref": "#/definitions/InjectedCTE" + }, + "default": [] + }, + "contract": { + "$ref": "#/definitions/Contract", + "default": { + "enforced": false, + "checksum": null + } + }, + "access": { + "type": "string", + "enum": [ + "protected", + "private", + "public" + ], + "default": "protected" + }, + "constraints": { + "type": "array", + "items": { + "$ref": "#/definitions/ModelLevelConstraint" + }, + "default": [] + }, + "version": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "number" + }, + { + "type": "null" + } + ] + }, + "latest_version": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "number" + }, + { + "type": "null" + } + ] + }, + "deprecation_date": { + "oneOf": [ + { + "type": "string", + "format": "date-time" + }, + { + "type": "null" + } + ] + }, + "defer_relation": { + "oneOf": [ + { + "$ref": "#/definitions/DeferRelation" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "ModelNode(database: Union[str, NoneType], schema: str, name: str, resource_type: dbt.node_types.NodeType, package_name: str, path: str, original_file_path: str, unique_id: str, fqn: List[str], alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.NodeConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , description: str = '', columns: Dict[str, dbt.contracts.graph.nodes.ColumnInfo] = , meta: Dict[str, Any] = , group: Union[str, NoneType] = None, docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Union[str, NoneType] = None, build_path: Union[str, NoneType] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = , relation_name: Union[str, NoneType] = None, raw_code: str = '', language: str = 'sql', refs: List[dbt.contracts.graph.nodes.RefArgs] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.nodes.DependsOn = , compiled_path: Union[str, NoneType] = None, compiled: bool = False, compiled_code: Union[str, NoneType] = None, extra_ctes_injected: bool = False, extra_ctes: List[dbt.contracts.graph.nodes.InjectedCTE] = , _pre_injected_sql: Union[str, NoneType] = None, contract: dbt.contracts.graph.nodes.Contract = , access: dbt.node_types.AccessType = , constraints: List[dbt.contracts.graph.nodes.ModelLevelConstraint] = , version: Union[str, float, NoneType] = None, latest_version: Union[str, float, NoneType] = None, deprecation_date: Union[datetime.datetime, NoneType] = None, defer_relation: Union[dbt.contracts.graph.nodes.DeferRelation, NoneType] = None)" + }, + "ModelLevelConstraint": { + "type": "object", + "required": [ + "type" + ], + "properties": { + "type": { + "type": "string", + "enum": [ + "check", + "not_null", + "unique", + "primary_key", + "foreign_key", + "custom" + ] + }, + "name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "expression": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "warn_unenforced": { + "type": "boolean", + "default": true + }, + "warn_unsupported": { + "type": "boolean", + "default": true + }, + "columns": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + } + }, + "additionalProperties": false, + "description": "ModelLevelConstraint(type: dbt.contracts.graph.nodes.ConstraintType, name: Union[str, NoneType] = None, expression: Union[str, NoneType] = None, warn_unenforced: bool = True, warn_unsupported: bool = True, columns: List[str] = )" + }, + "DeferRelation": { + "type": "object", + "required": [ + "schema", + "alias" + ], + "properties": { + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "alias": { + "type": "string" + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "DeferRelation(database: Union[str, NoneType], schema: str, alias: str, relation_name: Union[str, NoneType])" + }, + "RPCNode": { + "type": "object", + "required": [ + "schema", + "name", + "resource_type", + "package_name", + "path", + "original_file_path", + "unique_id", + "fqn", + "alias", + "checksum" + ], + "properties": { + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "rpc" + ] + }, + "package_name": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "unique_id": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/NodeConfig", + "default": { + "enabled": true, + "alias": null, + "schema": null, + "database": null, + "tags": [], + "meta": {}, + "group": null, + "materialized": "view", + "incremental_strategy": null, + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { + "show": true, + "node_color": null + }, + "contract": { + "enforced": false + }, + "post-hook": [], + "pre-hook": [] + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "group": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true, + "node_color": null + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1691439003.39583 + }, + "config_call_dict": { + "type": "object", + "default": {} + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "raw_code": { + "type": "string", + "default": "" + }, + "language": { + "type": "string", + "default": "sql" + }, + "refs": { + "type": "array", + "items": { + "$ref": "#/definitions/RefArgs" + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled": { + "type": "boolean", + "default": false + }, + "compiled_code": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "extra_ctes_injected": { + "type": "boolean", + "default": false + }, + "extra_ctes": { + "type": "array", + "items": { + "$ref": "#/definitions/InjectedCTE" + }, + "default": [] + }, + "contract": { + "$ref": "#/definitions/Contract", + "default": { + "enforced": false, + "checksum": null + } + } + }, + "additionalProperties": false, + "description": "RPCNode(database: Union[str, NoneType], schema: str, name: str, resource_type: dbt.node_types.NodeType, package_name: str, path: str, original_file_path: str, unique_id: str, fqn: List[str], alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.NodeConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , description: str = '', columns: Dict[str, dbt.contracts.graph.nodes.ColumnInfo] = , meta: Dict[str, Any] = , group: Union[str, NoneType] = None, docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Union[str, NoneType] = None, build_path: Union[str, NoneType] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = , relation_name: Union[str, NoneType] = None, raw_code: str = '', language: str = 'sql', refs: List[dbt.contracts.graph.nodes.RefArgs] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.nodes.DependsOn = , compiled_path: Union[str, NoneType] = None, compiled: bool = False, compiled_code: Union[str, NoneType] = None, extra_ctes_injected: bool = False, extra_ctes: List[dbt.contracts.graph.nodes.InjectedCTE] = , _pre_injected_sql: Union[str, NoneType] = None, contract: dbt.contracts.graph.nodes.Contract = )" + }, + "SqlNode": { + "type": "object", + "required": [ + "schema", + "name", + "resource_type", + "package_name", + "path", + "original_file_path", + "unique_id", + "fqn", + "alias", + "checksum" + ], + "properties": { + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "sql_operation" + ] + }, + "package_name": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "unique_id": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/NodeConfig", + "default": { + "enabled": true, + "alias": null, + "schema": null, + "database": null, + "tags": [], + "meta": {}, + "group": null, + "materialized": "view", + "incremental_strategy": null, + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { + "show": true, + "node_color": null + }, + "contract": { + "enforced": false + }, + "post-hook": [], + "pre-hook": [] + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "group": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true, + "node_color": null + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1691439003.3974268 + }, + "config_call_dict": { + "type": "object", + "default": {} + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "raw_code": { + "type": "string", + "default": "" + }, + "language": { + "type": "string", + "default": "sql" + }, + "refs": { + "type": "array", + "items": { + "$ref": "#/definitions/RefArgs" + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled": { + "type": "boolean", + "default": false + }, + "compiled_code": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "extra_ctes_injected": { + "type": "boolean", + "default": false + }, + "extra_ctes": { + "type": "array", + "items": { + "$ref": "#/definitions/InjectedCTE" + }, + "default": [] + }, + "contract": { + "$ref": "#/definitions/Contract", + "default": { + "enforced": false, + "checksum": null + } + } + }, + "additionalProperties": false, + "description": "SqlNode(database: Union[str, NoneType], schema: str, name: str, resource_type: dbt.node_types.NodeType, package_name: str, path: str, original_file_path: str, unique_id: str, fqn: List[str], alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.NodeConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , description: str = '', columns: Dict[str, dbt.contracts.graph.nodes.ColumnInfo] = , meta: Dict[str, Any] = , group: Union[str, NoneType] = None, docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Union[str, NoneType] = None, build_path: Union[str, NoneType] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = , relation_name: Union[str, NoneType] = None, raw_code: str = '', language: str = 'sql', refs: List[dbt.contracts.graph.nodes.RefArgs] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.nodes.DependsOn = , compiled_path: Union[str, NoneType] = None, compiled: bool = False, compiled_code: Union[str, NoneType] = None, extra_ctes_injected: bool = False, extra_ctes: List[dbt.contracts.graph.nodes.InjectedCTE] = , _pre_injected_sql: Union[str, NoneType] = None, contract: dbt.contracts.graph.nodes.Contract = )" + }, + "GenericTestNode": { + "type": "object", + "required": [ + "test_metadata", + "schema", + "name", + "resource_type", + "package_name", + "path", + "original_file_path", + "unique_id", + "fqn", + "alias", + "checksum" + ], + "properties": { + "test_metadata": { + "$ref": "#/definitions/TestMetadata" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "test" + ] + }, + "package_name": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "unique_id": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/TestConfig", + "default": { + "enabled": true, + "alias": null, + "schema": "dbt_test__audit", + "database": null, + "tags": [], + "meta": {}, + "group": null, + "materialized": "test", + "severity": "ERROR", + "store_failures": null, + "where": null, + "limit": null, + "fail_calc": "count(*)", + "warn_if": "!= 0", + "error_if": "!= 0" + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "group": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true, + "node_color": null + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1691439003.399393 + }, + "config_call_dict": { + "type": "object", + "default": {} + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "raw_code": { + "type": "string", + "default": "" + }, + "language": { + "type": "string", + "default": "sql" + }, + "refs": { + "type": "array", + "items": { + "$ref": "#/definitions/RefArgs" + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled": { + "type": "boolean", + "default": false + }, + "compiled_code": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "extra_ctes_injected": { + "type": "boolean", + "default": false + }, + "extra_ctes": { + "type": "array", + "items": { + "$ref": "#/definitions/InjectedCTE" + }, + "default": [] + }, + "contract": { + "$ref": "#/definitions/Contract", + "default": { + "enforced": false, + "checksum": null + } + }, + "column_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "file_key_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "attached_node": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "GenericTestNode(test_metadata: dbt.contracts.graph.nodes.TestMetadata, database: Union[str, NoneType], schema: str, name: str, resource_type: dbt.node_types.NodeType, package_name: str, path: str, original_file_path: str, unique_id: str, fqn: List[str], alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.TestConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , description: str = '', columns: Dict[str, dbt.contracts.graph.nodes.ColumnInfo] = , meta: Dict[str, Any] = , group: Union[str, NoneType] = None, docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Union[str, NoneType] = None, build_path: Union[str, NoneType] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = , relation_name: Union[str, NoneType] = None, raw_code: str = '', language: str = 'sql', refs: List[dbt.contracts.graph.nodes.RefArgs] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.nodes.DependsOn = , compiled_path: Union[str, NoneType] = None, compiled: bool = False, compiled_code: Union[str, NoneType] = None, extra_ctes_injected: bool = False, extra_ctes: List[dbt.contracts.graph.nodes.InjectedCTE] = , _pre_injected_sql: Union[str, NoneType] = None, contract: dbt.contracts.graph.nodes.Contract = , column_name: Union[str, NoneType] = None, file_key_name: Union[str, NoneType] = None, attached_node: Union[str, NoneType] = None)" + }, + "TestMetadata": { + "type": "object", + "required": [ + "name" + ], + "properties": { + "name": { + "type": "string" + }, + "kwargs": { + "type": "object", + "default": {} + }, + "namespace": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "TestMetadata(name: str, kwargs: Dict[str, Any] = , namespace: Union[str, NoneType] = None)" + }, + "SnapshotNode": { + "type": "object", + "required": [ + "schema", + "name", + "resource_type", + "package_name", + "path", + "original_file_path", + "unique_id", + "fqn", + "alias", + "checksum", + "config" + ], + "properties": { + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "snapshot" + ] + }, + "package_name": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "unique_id": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/SnapshotConfig" + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "group": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true, + "node_color": null + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1691439003.4026701 + }, + "config_call_dict": { + "type": "object", + "default": {} + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "raw_code": { + "type": "string", + "default": "" + }, + "language": { + "type": "string", + "default": "sql" + }, + "refs": { + "type": "array", + "items": { + "$ref": "#/definitions/RefArgs" + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "compiled_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "compiled": { + "type": "boolean", + "default": false + }, + "compiled_code": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "extra_ctes_injected": { + "type": "boolean", + "default": false + }, + "extra_ctes": { + "type": "array", + "items": { + "$ref": "#/definitions/InjectedCTE" + }, + "default": [] + }, + "contract": { + "$ref": "#/definitions/Contract", + "default": { + "enforced": false, + "checksum": null + } + }, + "defer_relation": { + "oneOf": [ + { + "$ref": "#/definitions/DeferRelation" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "SnapshotNode(database: Union[str, NoneType], schema: str, name: str, resource_type: dbt.node_types.NodeType, package_name: str, path: str, original_file_path: str, unique_id: str, fqn: List[str], alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.SnapshotConfig, _event_status: Dict[str, Any] = , tags: List[str] = , description: str = '', columns: Dict[str, dbt.contracts.graph.nodes.ColumnInfo] = , meta: Dict[str, Any] = , group: Union[str, NoneType] = None, docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Union[str, NoneType] = None, build_path: Union[str, NoneType] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = , relation_name: Union[str, NoneType] = None, raw_code: str = '', language: str = 'sql', refs: List[dbt.contracts.graph.nodes.RefArgs] = , sources: List[List[str]] = , metrics: List[List[str]] = , depends_on: dbt.contracts.graph.nodes.DependsOn = , compiled_path: Union[str, NoneType] = None, compiled: bool = False, compiled_code: Union[str, NoneType] = None, extra_ctes_injected: bool = False, extra_ctes: List[dbt.contracts.graph.nodes.InjectedCTE] = , _pre_injected_sql: Union[str, NoneType] = None, contract: dbt.contracts.graph.nodes.Contract = , defer_relation: Union[dbt.contracts.graph.nodes.DeferRelation, NoneType] = None)" + }, + "SnapshotConfig": { + "type": "object", + "required": [], + "properties": { + "enabled": { + "type": "boolean", + "default": true + }, + "alias": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "tags": { + "oneOf": [ + { + "type": "array", + "items": { + "type": "string" + } + }, + { + "type": "string" + } + ], + "default": [] + }, + "meta": { + "type": "object", + "default": {} + }, + "group": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "materialized": { + "type": "string", + "default": "snapshot" + }, + "incremental_strategy": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "persist_docs": { + "type": "object", + "default": {} + }, + "post-hook": { + "type": "array", + "items": { + "$ref": "#/definitions/Hook" + }, + "default": [] + }, + "pre-hook": { + "type": "array", + "items": { + "$ref": "#/definitions/Hook" + }, + "default": [] + }, + "quoting": { + "type": "object", + "default": {} + }, + "column_types": { + "type": "object", + "default": {} + }, + "full_refresh": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ] + }, + "unique_key": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "on_schema_change": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": "ignore" + }, + "on_configuration_change": { + "type": "string", + "enum": [ + "apply", + "continue", + "fail" + ], + "default": "apply" + }, + "grants": { + "type": "object", + "default": {} + }, + "packages": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true, + "node_color": null + } + }, + "contract": { + "$ref": "#/definitions/ContractConfig", + "default": { + "enforced": false + } + }, + "strategy": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "target_schema": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "target_database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "updated_at": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "check_cols": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "array", + "items": { + "type": "string" + } + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": true, + "description": "SnapshotConfig(_extra: Dict[str, Any] = , enabled: bool = True, alias: Union[str, NoneType] = None, schema: Union[str, NoneType] = None, database: Union[str, NoneType] = None, tags: Union[List[str], str] = , meta: Dict[str, Any] = , group: Union[str, NoneType] = None, materialized: str = 'snapshot', incremental_strategy: Union[str, NoneType] = None, persist_docs: Dict[str, Any] = , post_hook: List[dbt.contracts.graph.model_config.Hook] = , pre_hook: List[dbt.contracts.graph.model_config.Hook] = , quoting: Dict[str, Any] = , column_types: Dict[str, Any] = , full_refresh: Union[bool, NoneType] = None, unique_key: Union[str, NoneType] = None, on_schema_change: Union[str, NoneType] = 'ignore', on_configuration_change: dbt.contracts.graph.model_config.OnConfigurationChangeOption = , grants: Dict[str, Any] = , packages: List[str] = , docs: dbt.contracts.graph.unparsed.Docs = , contract: dbt.contracts.graph.model_config.ContractConfig = , strategy: Union[str, NoneType] = None, target_schema: Union[str, NoneType] = None, target_database: Union[str, NoneType] = None, updated_at: Union[str, NoneType] = None, check_cols: Union[str, List[str], NoneType] = None)" + }, + "SeedNode": { + "type": "object", + "required": [ + "schema", + "name", + "resource_type", + "package_name", + "path", + "original_file_path", + "unique_id", + "fqn", + "alias", + "checksum" + ], + "properties": { + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "seed" + ] + }, + "package_name": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "unique_id": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "alias": { + "type": "string" + }, + "checksum": { + "$ref": "#/definitions/FileHash" + }, + "config": { + "$ref": "#/definitions/SeedConfig", + "default": { + "enabled": true, + "alias": null, + "schema": null, + "database": null, + "tags": [], + "meta": {}, + "group": null, + "materialized": "seed", + "incremental_strategy": null, + "persist_docs": {}, + "quoting": {}, + "column_types": {}, + "full_refresh": null, + "unique_key": null, + "on_schema_change": "ignore", + "on_configuration_change": "apply", + "grants": {}, + "packages": [], + "docs": { + "show": true, + "node_color": null + }, + "contract": { + "enforced": false + }, + "quote_columns": null, + "post-hook": [], + "pre-hook": [] + } + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "group": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true, + "node_color": null + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "build_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "deferred": { + "type": "boolean", + "default": false + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "created_at": { + "type": "number", + "default": 1691439003.4056058 + }, + "config_call_dict": { + "type": "object", + "default": {} + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "raw_code": { + "type": "string", + "default": "" + }, + "root_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "depends_on": { + "$ref": "#/definitions/MacroDependsOn", + "default": { + "macros": [] + } + }, + "defer_relation": { + "oneOf": [ + { + "$ref": "#/definitions/DeferRelation" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "SeedNode(database: Union[str, NoneType], schema: str, name: str, resource_type: dbt.node_types.NodeType, package_name: str, path: str, original_file_path: str, unique_id: str, fqn: List[str], alias: str, checksum: dbt.contracts.files.FileHash, config: dbt.contracts.graph.model_config.SeedConfig = , _event_status: Dict[str, Any] = , tags: List[str] = , description: str = '', columns: Dict[str, dbt.contracts.graph.nodes.ColumnInfo] = , meta: Dict[str, Any] = , group: Union[str, NoneType] = None, docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Union[str, NoneType] = None, build_path: Union[str, NoneType] = None, deferred: bool = False, unrendered_config: Dict[str, Any] = , created_at: float = , config_call_dict: Dict[str, Any] = , relation_name: Union[str, NoneType] = None, raw_code: str = '', root_path: Union[str, NoneType] = None, depends_on: dbt.contracts.graph.nodes.MacroDependsOn = , defer_relation: Union[dbt.contracts.graph.nodes.DeferRelation, NoneType] = None)" + }, + "SeedConfig": { + "type": "object", + "required": [], + "properties": { + "enabled": { + "type": "boolean", + "default": true + }, + "alias": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "tags": { + "oneOf": [ + { + "type": "array", + "items": { + "type": "string" + } + }, + { + "type": "string" + } + ], + "default": [] + }, + "meta": { + "type": "object", + "default": {} + }, + "group": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "materialized": { + "type": "string", + "default": "seed" + }, + "incremental_strategy": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "persist_docs": { + "type": "object", + "default": {} + }, + "post-hook": { + "type": "array", + "items": { + "$ref": "#/definitions/Hook" + }, + "default": [] + }, + "pre-hook": { + "type": "array", + "items": { + "$ref": "#/definitions/Hook" + }, + "default": [] + }, + "quoting": { + "type": "object", + "default": {} + }, + "column_types": { + "type": "object", + "default": {} + }, + "full_refresh": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ] + }, + "unique_key": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "array", + "items": { + "type": "string" + } + }, + { + "type": "null" + } + ] + }, + "on_schema_change": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": "ignore" + }, + "on_configuration_change": { + "type": "string", + "enum": [ + "apply", + "continue", + "fail" + ], + "default": "apply" + }, + "grants": { + "type": "object", + "default": {} + }, + "packages": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true, + "node_color": null + } + }, + "contract": { + "$ref": "#/definitions/ContractConfig", + "default": { + "enforced": false + } + }, + "quote_columns": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": true, + "description": "SeedConfig(_extra: Dict[str, Any] = , enabled: bool = True, alias: Union[str, NoneType] = None, schema: Union[str, NoneType] = None, database: Union[str, NoneType] = None, tags: Union[List[str], str] = , meta: Dict[str, Any] = , group: Union[str, NoneType] = None, materialized: str = 'seed', incremental_strategy: Union[str, NoneType] = None, persist_docs: Dict[str, Any] = , post_hook: List[dbt.contracts.graph.model_config.Hook] = , pre_hook: List[dbt.contracts.graph.model_config.Hook] = , quoting: Dict[str, Any] = , column_types: Dict[str, Any] = , full_refresh: Union[bool, NoneType] = None, unique_key: Union[str, List[str], NoneType] = None, on_schema_change: Union[str, NoneType] = 'ignore', on_configuration_change: dbt.contracts.graph.model_config.OnConfigurationChangeOption = , grants: Dict[str, Any] = , packages: List[str] = , docs: dbt.contracts.graph.unparsed.Docs = , contract: dbt.contracts.graph.model_config.ContractConfig = , quote_columns: Union[bool, NoneType] = None)" + }, + "MacroDependsOn": { + "type": "object", + "required": [], + "properties": { + "macros": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + } + }, + "additionalProperties": false, + "description": "Used only in the Macro class" + }, + "SourceDefinition": { + "type": "object", + "required": [ + "schema", + "name", + "resource_type", + "package_name", + "path", + "original_file_path", + "unique_id", + "fqn", + "source_name", + "source_description", + "loader", + "identifier" + ], + "properties": { + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "schema": { + "type": "string" + }, + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "source" + ] + }, + "package_name": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "unique_id": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "source_name": { + "type": "string" + }, + "source_description": { + "type": "string" + }, + "loader": { + "type": "string" + }, + "identifier": { + "type": "string" + }, + "quoting": { + "$ref": "#/definitions/Quoting", + "default": { + "database": null, + "schema": null, + "identifier": null, + "column": null + } + }, + "loaded_at_field": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "freshness": { + "oneOf": [ + { + "$ref": "#/definitions/FreshnessThreshold" + }, + { + "type": "null" + } + ] + }, + "external": { + "oneOf": [ + { + "$ref": "#/definitions/ExternalTable" + }, + { + "type": "null" + } + ] + }, + "description": { + "type": "string", + "default": "" + }, + "columns": { + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/ColumnInfo" + }, + "default": {} + }, + "meta": { + "type": "object", + "default": {} + }, + "source_meta": { + "type": "object", + "default": {} + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "config": { + "$ref": "#/definitions/SourceConfig", + "default": { + "enabled": true + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "created_at": { + "type": "number", + "default": 1691439003.408927 + } + }, + "additionalProperties": false, + "description": "SourceDefinition(database: Union[str, NoneType], schema: str, name: str, resource_type: dbt.node_types.NodeType, package_name: str, path: str, original_file_path: str, unique_id: str, fqn: List[str], source_name: str, source_description: str, loader: str, identifier: str, _event_status: Dict[str, Any] = , quoting: dbt.contracts.graph.unparsed.Quoting = , loaded_at_field: Union[str, NoneType] = None, freshness: Union[dbt.contracts.graph.unparsed.FreshnessThreshold, NoneType] = None, external: Union[dbt.contracts.graph.unparsed.ExternalTable, NoneType] = None, description: str = '', columns: Dict[str, dbt.contracts.graph.nodes.ColumnInfo] = , meta: Dict[str, Any] = , source_meta: Dict[str, Any] = , tags: List[str] = , config: dbt.contracts.graph.model_config.SourceConfig = , patch_path: Union[str, NoneType] = None, unrendered_config: Dict[str, Any] = , relation_name: Union[str, NoneType] = None, created_at: float = )" + }, + "Quoting": { + "type": "object", + "required": [], + "properties": { + "database": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ] + }, + "schema": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ] + }, + "identifier": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ] + }, + "column": { + "oneOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "Quoting(database: Union[bool, NoneType] = None, schema: Union[bool, NoneType] = None, identifier: Union[bool, NoneType] = None, column: Union[bool, NoneType] = None)" + }, + "FreshnessThreshold": { + "type": "object", + "required": [], + "properties": { + "warn_after": { + "oneOf": [ + { + "$ref": "#/definitions/Time" + }, + { + "type": "null" + } + ], + "default": { + "count": null, + "period": null + } + }, + "error_after": { + "oneOf": [ + { + "$ref": "#/definitions/Time" + }, + { + "type": "null" + } + ], + "default": { + "count": null, + "period": null + } + }, + "filter": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "FreshnessThreshold(warn_after: Union[dbt.contracts.graph.unparsed.Time, NoneType] = , error_after: Union[dbt.contracts.graph.unparsed.Time, NoneType] = , filter: Union[str, NoneType] = None)" + }, + "Time": { + "type": "object", + "required": [], + "properties": { + "count": { + "oneOf": [ + { + "type": "integer" + }, + { + "type": "null" + } + ] + }, + "period": { + "oneOf": [ + { + "type": "string", + "enum": [ + "minute", + "hour", + "day" + ] + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "Time(count: Union[int, NoneType] = None, period: Union[dbt.contracts.graph.unparsed.TimePeriod, NoneType] = None)" + }, + "ExternalTable": { + "type": "object", + "required": [], + "properties": { + "location": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "file_format": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "row_format": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "tbl_properties": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "partitions": { + "oneOf": [ + { + "type": "array", + "items": { + "type": "string" + } + }, + { + "type": "array", + "items": { + "$ref": "#/definitions/ExternalPartition" + } + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": true, + "description": "ExternalTable(_extra: Dict[str, Any] = , location: Union[str, NoneType] = None, file_format: Union[str, NoneType] = None, row_format: Union[str, NoneType] = None, tbl_properties: Union[str, NoneType] = None, partitions: Union[List[str], List[dbt.contracts.graph.unparsed.ExternalPartition], NoneType] = None)" + }, + "ExternalPartition": { + "type": "object", + "required": [], + "properties": { + "name": { + "type": "string", + "default": "" + }, + "description": { + "type": "string", + "default": "" + }, + "data_type": { + "type": "string", + "default": "" + }, + "meta": { + "type": "object", + "default": {} + } + }, + "additionalProperties": true, + "description": "ExternalPartition(_extra: Dict[str, Any] = , name: str = '', description: str = '', data_type: str = '', meta: Dict[str, Any] = )" + }, + "SourceConfig": { + "type": "object", + "required": [], + "properties": { + "enabled": { + "type": "boolean", + "default": true + } + }, + "additionalProperties": true, + "description": "SourceConfig(_extra: Dict[str, Any] = , enabled: bool = True)" + }, + "Macro": { + "type": "object", + "required": [ + "name", + "resource_type", + "package_name", + "path", + "original_file_path", + "unique_id", + "macro_sql" + ], + "properties": { + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "macro" + ] + }, + "package_name": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "unique_id": { + "type": "string" + }, + "macro_sql": { + "type": "string" + }, + "depends_on": { + "$ref": "#/definitions/MacroDependsOn", + "default": { + "macros": [] + } + }, + "description": { + "type": "string", + "default": "" + }, + "meta": { + "type": "object", + "default": {} + }, + "docs": { + "$ref": "#/definitions/Docs", + "default": { + "show": true, + "node_color": null + } + }, + "patch_path": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "arguments": { + "type": "array", + "items": { + "$ref": "#/definitions/MacroArgument" + }, + "default": [] + }, + "created_at": { + "type": "number", + "default": 1691439003.409885 + }, + "supported_languages": { + "oneOf": [ + { + "type": "array", + "items": { + "type": "string", + "enum": [ + "python", + "sql" + ] + } + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "Macro(name: str, resource_type: dbt.node_types.NodeType, package_name: str, path: str, original_file_path: str, unique_id: str, macro_sql: str, depends_on: dbt.contracts.graph.nodes.MacroDependsOn = , description: str = '', meta: Dict[str, Any] = , docs: dbt.contracts.graph.unparsed.Docs = , patch_path: Union[str, NoneType] = None, arguments: List[dbt.contracts.graph.unparsed.MacroArgument] = , created_at: float = , supported_languages: Union[List[dbt.node_types.ModelLanguage], NoneType] = None)" + }, + "MacroArgument": { + "type": "object", + "required": [ + "name" + ], + "properties": { + "name": { + "type": "string" + }, + "type": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "description": { + "type": "string", + "default": "" + } + }, + "additionalProperties": false, + "description": "MacroArgument(name: str, type: Union[str, NoneType] = None, description: str = '')" + }, + "Documentation": { + "type": "object", + "required": [ + "name", + "resource_type", + "package_name", + "path", + "original_file_path", + "unique_id", + "block_contents" + ], + "properties": { + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "doc" + ] + }, + "package_name": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "unique_id": { + "type": "string" + }, + "block_contents": { + "type": "string" + } + }, + "additionalProperties": false, + "description": "Documentation(name: str, resource_type: dbt.node_types.NodeType, package_name: str, path: str, original_file_path: str, unique_id: str, block_contents: str)" + }, + "Exposure": { + "type": "object", + "required": [ + "name", + "resource_type", + "package_name", + "path", + "original_file_path", + "unique_id", + "fqn", + "type", + "owner" + ], + "properties": { + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "exposure" + ] + }, + "package_name": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "unique_id": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "type": { + "type": "string", + "enum": [ + "dashboard", + "notebook", + "analysis", + "ml", + "application" + ] + }, + "owner": { + "$ref": "#/definitions/Owner" + }, + "description": { + "type": "string", + "default": "" + }, + "label": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "maturity": { + "oneOf": [ + { + "type": "string", + "enum": [ + "low", + "medium", + "high" + ] + }, + { + "type": "null" + } + ] + }, + "meta": { + "type": "object", + "default": {} + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "config": { + "$ref": "#/definitions/ExposureConfig", + "default": { + "enabled": true + } + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "url": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "refs": { + "type": "array", + "items": { + "$ref": "#/definitions/RefArgs" + }, + "default": [] + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "created_at": { + "type": "number", + "default": 1691439003.411563 + } + }, + "additionalProperties": false, + "description": "Exposure(name: str, resource_type: dbt.node_types.NodeType, package_name: str, path: str, original_file_path: str, unique_id: str, fqn: List[str], type: dbt.contracts.graph.unparsed.ExposureType, owner: dbt.contracts.graph.unparsed.Owner, description: str = '', label: Union[str, NoneType] = None, maturity: Union[dbt.contracts.graph.unparsed.MaturityType, NoneType] = None, meta: Dict[str, Any] = , tags: List[str] = , config: dbt.contracts.graph.model_config.ExposureConfig = , unrendered_config: Dict[str, Any] = , url: Union[str, NoneType] = None, depends_on: dbt.contracts.graph.nodes.DependsOn = , refs: List[dbt.contracts.graph.nodes.RefArgs] = , sources: List[List[str]] = , metrics: List[List[str]] = , created_at: float = )" + }, + "Owner": { + "type": "object", + "required": [], + "properties": { + "email": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": true, + "description": "Owner(_extra: Dict[str, Any] = , email: Union[str, NoneType] = None, name: Union[str, NoneType] = None)" + }, + "ExposureConfig": { + "type": "object", + "required": [], + "properties": { + "enabled": { + "type": "boolean", + "default": true + } + }, + "additionalProperties": true, + "description": "ExposureConfig(_extra: Dict[str, Any] = , enabled: bool = True)" + }, + "Metric": { + "type": "object", + "required": [ + "name", + "resource_type", + "package_name", + "path", + "original_file_path", + "unique_id", + "fqn", + "description", + "label", + "type", + "type_params" + ], + "properties": { + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "metric" + ] + }, + "package_name": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "unique_id": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "description": { + "type": "string" + }, + "label": { + "type": "string" + }, + "type": { + "type": "string", + "enum": [ + "simple", + "ratio", + "cumulative", + "derived" + ] + }, + "type_params": { + "$ref": "#/definitions/MetricTypeParams" + }, + "filter": { + "oneOf": [ + { + "$ref": "#/definitions/WhereFilter" + }, + { + "type": "null" + } + ] + }, + "metadata": { + "oneOf": [ + { + "$ref": "#/definitions/SourceFileMetadata" + }, + { + "type": "null" + } + ] + }, + "meta": { + "type": "object", + "default": {} + }, + "tags": { + "type": "array", + "items": { + "type": "string" + }, + "default": [] + }, + "config": { + "$ref": "#/definitions/MetricConfig", + "default": { + "enabled": true, + "group": null + } + }, + "unrendered_config": { + "type": "object", + "default": {} + }, + "sources": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "refs": { + "type": "array", + "items": { + "$ref": "#/definitions/RefArgs" + }, + "default": [] + }, + "metrics": { + "type": "array", + "items": { + "type": "array", + "items": { + "type": "string" + } + }, + "default": [] + }, + "created_at": { + "type": "number", + "default": 1691439003.41419 + }, + "group": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "Metric(name: str, resource_type: dbt.node_types.NodeType, package_name: str, path: str, original_file_path: str, unique_id: str, fqn: List[str], description: str, label: str, type: dbt_semantic_interfaces.type_enums.metric_type.MetricType, type_params: dbt.contracts.graph.nodes.MetricTypeParams, filter: Union[dbt.contracts.graph.nodes.WhereFilter, NoneType] = None, metadata: Union[dbt.contracts.graph.semantic_models.SourceFileMetadata, NoneType] = None, meta: Dict[str, Any] = , tags: List[str] = , config: dbt.contracts.graph.model_config.MetricConfig = , unrendered_config: Dict[str, Any] = , sources: List[List[str]] = , depends_on: dbt.contracts.graph.nodes.DependsOn = , refs: List[dbt.contracts.graph.nodes.RefArgs] = , metrics: List[List[str]] = , created_at: float = , group: Union[str, NoneType] = None)" + }, + "MetricTypeParams": { + "type": "object", + "required": [], + "properties": { + "measure": { + "oneOf": [ + { + "$ref": "#/definitions/MetricInputMeasure" + }, + { + "type": "null" + } + ] + }, + "input_measures": { + "type": "array", + "items": { + "$ref": "#/definitions/MetricInputMeasure" + }, + "default": [] + }, + "numerator": { + "oneOf": [ + { + "$ref": "#/definitions/MetricInput" + }, + { + "type": "null" + } + ] + }, + "denominator": { + "oneOf": [ + { + "$ref": "#/definitions/MetricInput" + }, + { + "type": "null" + } + ] + }, + "expr": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "window": { + "oneOf": [ + { + "$ref": "#/definitions/MetricTimeWindow" + }, + { + "type": "null" + } + ] + }, + "grain_to_date": { + "oneOf": [ + { + "type": "string", + "enum": [ + "day", + "week", + "month", + "quarter", + "year" + ] + }, + { + "type": "null" + } + ] + }, + "metrics": { + "oneOf": [ + { + "type": "array", + "items": { + "$ref": "#/definitions/MetricInput" + } + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "MetricTypeParams(measure: Union[dbt.contracts.graph.nodes.MetricInputMeasure, NoneType] = None, input_measures: List[dbt.contracts.graph.nodes.MetricInputMeasure] = , numerator: Union[dbt.contracts.graph.nodes.MetricInput, NoneType] = None, denominator: Union[dbt.contracts.graph.nodes.MetricInput, NoneType] = None, expr: Union[str, NoneType] = None, window: Union[dbt.contracts.graph.nodes.MetricTimeWindow, NoneType] = None, grain_to_date: Union[dbt_semantic_interfaces.type_enums.time_granularity.TimeGranularity, NoneType] = None, metrics: Union[List[dbt.contracts.graph.nodes.MetricInput], NoneType] = None)" + }, + "MetricInputMeasure": { + "type": "object", + "required": [ + "name" + ], + "properties": { + "name": { + "type": "string" + }, + "filter": { + "oneOf": [ + { + "$ref": "#/definitions/WhereFilter" + }, + { + "type": "null" + } + ] + }, + "alias": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "MetricInputMeasure(name: str, filter: Union[dbt.contracts.graph.nodes.WhereFilter, NoneType] = None, alias: Union[str, NoneType] = None)" + }, + "WhereFilter": { + "type": "object", + "required": [ + "where_sql_template" + ], + "properties": { + "where_sql_template": { + "type": "string" + } + }, + "additionalProperties": false, + "description": "WhereFilter(where_sql_template: str)" + }, + "MetricInput": { + "type": "object", + "required": [ + "name" + ], + "properties": { + "name": { + "type": "string" + }, + "filter": { + "oneOf": [ + { + "$ref": "#/definitions/WhereFilter" + }, + { + "type": "null" + } + ] + }, + "alias": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "offset_window": { + "oneOf": [ + { + "$ref": "#/definitions/MetricTimeWindow" + }, + { + "type": "null" + } + ] + }, + "offset_to_grain": { + "oneOf": [ + { + "type": "string", + "enum": [ + "day", + "week", + "month", + "quarter", + "year" + ] + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "MetricInput(name: str, filter: Union[dbt.contracts.graph.nodes.WhereFilter, NoneType] = None, alias: Union[str, NoneType] = None, offset_window: Union[dbt.contracts.graph.nodes.MetricTimeWindow, NoneType] = None, offset_to_grain: Union[dbt_semantic_interfaces.type_enums.time_granularity.TimeGranularity, NoneType] = None)" + }, + "MetricTimeWindow": { + "type": "object", + "required": [ + "count", + "granularity" + ], + "properties": { + "count": { + "type": "integer" + }, + "granularity": { + "type": "string", + "enum": [ + "day", + "week", + "month", + "quarter", + "year" + ] + } + }, + "additionalProperties": false, + "description": "MetricTimeWindow(count: int, granularity: dbt_semantic_interfaces.type_enums.time_granularity.TimeGranularity)" + }, + "SourceFileMetadata": { + "type": "object", + "required": [ + "repo_file_path", + "file_slice" + ], + "properties": { + "repo_file_path": { + "type": "string" + }, + "file_slice": { + "$ref": "#/definitions/FileSlice" + } + }, + "additionalProperties": false, + "description": "Provides file context about what something was created from.\n\n Implementation of the dbt-semantic-interfaces `Metadata` protocol\n " + }, + "FileSlice": { + "type": "object", + "required": [ + "filename", + "content", + "start_line_number", + "end_line_number" + ], + "properties": { + "filename": { + "type": "string" + }, + "content": { + "type": "string" + }, + "start_line_number": { + "type": "integer" + }, + "end_line_number": { + "type": "integer" + } + }, + "additionalProperties": false, + "description": "Provides file slice level context about what something was created from.\n\n Implementation of the dbt-semantic-interfaces `FileSlice` protocol\n " + }, + "MetricConfig": { + "type": "object", + "required": [], + "properties": { + "enabled": { + "type": "boolean", + "default": true + }, + "group": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": true, + "description": "MetricConfig(_extra: Dict[str, Any] = , enabled: bool = True, group: Union[str, NoneType] = None)" + }, + "Group": { + "type": "object", + "required": [ + "name", + "resource_type", + "package_name", + "path", + "original_file_path", + "unique_id", + "owner" + ], + "properties": { + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "group" + ] + }, + "package_name": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "unique_id": { + "type": "string" + }, + "owner": { + "$ref": "#/definitions/Owner" + } + }, + "additionalProperties": false, + "description": "Group(name: str, resource_type: dbt.node_types.NodeType, package_name: str, path: str, original_file_path: str, unique_id: str, owner: dbt.contracts.graph.unparsed.Owner)" + }, + "SemanticModel": { + "type": "object", + "required": [ + "name", + "resource_type", + "package_name", + "path", + "original_file_path", + "unique_id", + "fqn", + "model" + ], + "properties": { + "name": { + "type": "string" + }, + "resource_type": { + "type": "string", + "enum": [ + "model", + "analysis", + "test", + "snapshot", + "operation", + "seed", + "rpc", + "sql_operation", + "doc", + "source", + "macro", + "exposure", + "metric", + "group", + "semantic_model" + ] + }, + "package_name": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "unique_id": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "model": { + "type": "string" + }, + "node_relation": { + "oneOf": [ + { + "$ref": "#/definitions/NodeRelation" + }, + { + "type": "null" + } + ] + }, + "description": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "defaults": { + "oneOf": [ + { + "$ref": "#/definitions/Defaults" + }, + { + "type": "null" + } + ] + }, + "entities": { + "type": "array", + "items": { + "$ref": "#/definitions/Entity" + }, + "default": [] + }, + "measures": { + "type": "array", + "items": { + "$ref": "#/definitions/Measure" + }, + "default": [] + }, + "dimensions": { + "type": "array", + "items": { + "$ref": "#/definitions/Dimension" + }, + "default": [] + }, + "metadata": { + "oneOf": [ + { + "$ref": "#/definitions/SourceFileMetadata" + }, + { + "type": "null" + } + ] + }, + "depends_on": { + "$ref": "#/definitions/DependsOn", + "default": { + "macros": [], + "nodes": [] + } + }, + "refs": { + "type": "array", + "items": { + "$ref": "#/definitions/RefArgs" + }, + "default": [] + }, + "created_at": { + "type": "number", + "default": 1691439003.4182558 + }, + "config": { + "$ref": "#/definitions/SemanticModelConfig", + "default": { + "enabled": true + } + }, + "primary_entity": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "SemanticModel(name: str, resource_type: dbt.node_types.NodeType, package_name: str, path: str, original_file_path: str, unique_id: str, fqn: List[str], model: str, node_relation: Union[dbt.contracts.graph.nodes.NodeRelation, NoneType], description: Union[str, NoneType] = None, defaults: Union[dbt.contracts.graph.semantic_models.Defaults, NoneType] = None, entities: Sequence[dbt.contracts.graph.semantic_models.Entity] = , measures: Sequence[dbt.contracts.graph.semantic_models.Measure] = , dimensions: Sequence[dbt.contracts.graph.semantic_models.Dimension] = , metadata: Union[dbt.contracts.graph.semantic_models.SourceFileMetadata, NoneType] = None, depends_on: dbt.contracts.graph.nodes.DependsOn = , refs: List[dbt.contracts.graph.nodes.RefArgs] = , created_at: float = , config: dbt.contracts.graph.model_config.SemanticModelConfig = , primary_entity: Union[str, NoneType] = None)" + }, + "NodeRelation": { + "type": "object", + "required": [ + "alias", + "schema_name" + ], + "properties": { + "alias": { + "type": "string" + }, + "schema_name": { + "type": "string" + }, + "database": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "relation_name": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "NodeRelation(alias: str, schema_name: str, database: Union[str, NoneType] = None, relation_name: Union[str, NoneType] = None)" + }, + "Defaults": { + "type": "object", + "required": [], + "properties": { + "agg_time_dimension": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "Defaults(agg_time_dimension: Union[str, NoneType] = None)" + }, + "Entity": { + "type": "object", + "required": [ + "name", + "type" + ], + "properties": { + "name": { + "type": "string" + }, + "type": { + "type": "string", + "enum": [ + "foreign", + "natural", + "primary", + "unique" + ] + }, + "description": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "role": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "expr": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "Entity(name: str, type: dbt_semantic_interfaces.type_enums.entity_type.EntityType, description: Union[str, NoneType] = None, role: Union[str, NoneType] = None, expr: Union[str, NoneType] = None)" + }, + "Measure": { + "type": "object", + "required": [ + "name", + "agg" + ], + "properties": { + "name": { + "type": "string" + }, + "agg": { + "type": "string", + "enum": [ + "sum", + "min", + "max", + "count_distinct", + "sum_boolean", + "average", + "percentile", + "median", + "count" + ] + }, + "description": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "create_metric": { + "type": "boolean", + "default": false + }, + "expr": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "agg_params": { + "oneOf": [ + { + "$ref": "#/definitions/MeasureAggregationParameters" + }, + { + "type": "null" + } + ] + }, + "non_additive_dimension": { + "oneOf": [ + { + "$ref": "#/definitions/NonAdditiveDimension" + }, + { + "type": "null" + } + ] + }, + "agg_time_dimension": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "Measure(name: str, agg: dbt_semantic_interfaces.type_enums.aggregation_type.AggregationType, description: Union[str, NoneType] = None, create_metric: bool = False, expr: Union[str, NoneType] = None, agg_params: Union[dbt.contracts.graph.semantic_models.MeasureAggregationParameters, NoneType] = None, non_additive_dimension: Union[dbt.contracts.graph.semantic_models.NonAdditiveDimension, NoneType] = None, agg_time_dimension: Union[str, NoneType] = None)" + }, + "MeasureAggregationParameters": { + "type": "object", + "required": [], + "properties": { + "percentile": { + "oneOf": [ + { + "type": "number" + }, + { + "type": "null" + } + ] + }, + "use_discrete_percentile": { + "type": "boolean", + "default": false + }, + "use_approximate_percentile": { + "type": "boolean", + "default": false + } + }, + "additionalProperties": false, + "description": "MeasureAggregationParameters(percentile: Union[float, NoneType] = None, use_discrete_percentile: bool = False, use_approximate_percentile: bool = False)" + }, + "NonAdditiveDimension": { + "type": "object", + "required": [ + "name", + "window_choice", + "window_groupings" + ], + "properties": { + "name": { + "type": "string" + }, + "window_choice": { + "type": "string", + "enum": [ + "sum", + "min", + "max", + "count_distinct", + "sum_boolean", + "average", + "percentile", + "median", + "count" + ] + }, + "window_groupings": { + "type": "array", + "items": { + "type": "string" + } + } + }, + "additionalProperties": false, + "description": "NonAdditiveDimension(name: str, window_choice: dbt_semantic_interfaces.type_enums.aggregation_type.AggregationType, window_groupings: List[str])" + }, + "Dimension": { + "type": "object", + "required": [ + "name", + "type" + ], + "properties": { + "name": { + "type": "string" + }, + "type": { + "type": "string", + "enum": [ + "categorical", + "time" + ] + }, + "description": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "is_partition": { + "type": "boolean", + "default": false + }, + "type_params": { + "oneOf": [ + { + "$ref": "#/definitions/DimensionTypeParams" + }, + { + "type": "null" + } + ] + }, + "expr": { + "oneOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "metadata": { + "oneOf": [ + { + "$ref": "#/definitions/SourceFileMetadata" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "Dimension(name: str, type: dbt_semantic_interfaces.type_enums.dimension_type.DimensionType, description: Union[str, NoneType] = None, is_partition: bool = False, type_params: Union[dbt.contracts.graph.semantic_models.DimensionTypeParams, NoneType] = None, expr: Union[str, NoneType] = None, metadata: Union[dbt.contracts.graph.semantic_models.SourceFileMetadata, NoneType] = None)" + }, + "DimensionTypeParams": { + "type": "object", + "required": [ + "time_granularity" + ], + "properties": { + "time_granularity": { + "type": "string", + "enum": [ + "day", + "week", + "month", + "quarter", + "year" + ] + }, + "validity_params": { + "oneOf": [ + { + "$ref": "#/definitions/DimensionValidityParams" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "description": "DimensionTypeParams(time_granularity: dbt_semantic_interfaces.type_enums.time_granularity.TimeGranularity, validity_params: Union[dbt.contracts.graph.semantic_models.DimensionValidityParams, NoneType] = None)" + }, + "DimensionValidityParams": { + "type": "object", + "required": [], + "properties": { + "is_start": { + "type": "boolean", + "default": false + }, + "is_end": { + "type": "boolean", + "default": false + } + }, + "additionalProperties": false, + "description": "DimensionValidityParams(is_start: bool = False, is_end: bool = False)" + }, + "SemanticModelConfig": { + "type": "object", + "required": [], + "properties": { + "enabled": { + "type": "boolean", + "default": true + } + }, + "additionalProperties": true, + "description": "SemanticModelConfig(_extra: Dict[str, Any] = , enabled: bool = True)" + } + }, + "$schema": "http://json-schema.org/draft-07/schema#", + "$id": "https://schemas.getdbt.com/dbt/manifest/v10.json" +} diff --git a/schemas/dbt/manifest/v11.json b/schemas/dbt/manifest/v11.json new file mode 100644 index 00000000000..b133a238369 --- /dev/null +++ b/schemas/dbt/manifest/v11.json @@ -0,0 +1,5688 @@ +{ + "$ref": "#/$defs/WritableManifest", + "$defs": { + "ManifestMetadata": { + "type": "object", + "title": "ManifestMetadata", + "properties": { + "dbt_schema_version": { + "type": "string" + }, + "dbt_version": { + "type": "string", + "default": "1.7.0b1" + }, + "generated_at": { + "type": "string" + }, + "invocation_id": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "env": { + "type": "object", + "additionalProperties": { + "type": "string" + }, + "propertyNames": { + "type": "string" + } + }, + "project_name": { + "description": "Name of the root project", + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + }, + "project_id": { + "description": "A unique identifier for the project, hashed from the project name", + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + }, + "user_id": { + "description": "A unique identifier for the user", + "anyOf": [ + { + "type": "string", + "format": "uuid" + }, + { + "type": "null" + } + ], + "default": null + }, + "send_anonymous_usage_stats": { + "description": "Whether dbt is configured to send anonymous usage statistics", + "anyOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ], + "default": null + }, + "adapter_type": { + "description": "The type name of the adapter", + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + } + }, + "additionalProperties": false + }, + "FileHash": { + "type": "object", + "title": "FileHash", + "properties": { + "name": { + "type": "string" + }, + "checksum": { + "type": "string" + } + }, + "additionalProperties": false, + "required": [ + "name", + "checksum" + ] + }, + "Hook": { + "type": "object", + "title": "Hook", + "properties": { + "sql": { + "type": "string" + }, + "transaction": { + "type": "boolean", + "default": true + }, + "index": { + "anyOf": [ + { + "type": "integer" + }, + { + "type": "null" + } + ], + "default": null + } + }, + "additionalProperties": false, + "required": [ + "sql" + ] + }, + "Docs": { + "type": "object", + "title": "Docs", + "properties": { + "show": { + "type": "boolean", + "default": true + }, + "node_color": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + } + }, + "additionalProperties": false + }, + "ContractConfig": { + "type": "object", + "title": "ContractConfig", + "properties": { + "enforced": { + "type": "boolean", + "default": false + } + }, + "additionalProperties": false + }, + "NodeConfig": { + "type": "object", + "title": "NodeConfig", + "properties": { + "_extra": { + "type": "object", + "propertyNames": { + "type": "string" + } + }, + "enabled": { + "type": "boolean", + "default": true + }, + "alias": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + }, + "schema": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + }, + "database": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + }, + "tags": { + "anyOf": [ + { + "type": "array", + "items": { + "type": "string" + } + }, + { + "type": "string" + } + ] + }, + "meta": { + "type": "object", + "propertyNames": { + "type": "string" + } + }, + "group": { + 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"title": "NodeRelation", + "properties": { + "alias": { + "type": "string" + }, + "schema_name": { + "type": "string" + }, + "database": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + }, + "relation_name": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + } + }, + "additionalProperties": false, + "required": [ + "alias", + "schema_name" + ] + }, + "Defaults": { + "type": "object", + "title": "Defaults", + "properties": { + "agg_time_dimension": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + } + }, + "additionalProperties": false + }, + "Entity": { + "type": "object", + "title": "Entity", + "properties": { + "name": { + "type": "string" + }, + "type": { + "enum": [ + "foreign", + "natural", + "primary", + "unique" + ] + }, + "description": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + }, + "role": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + }, + "expr": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + } + }, + "additionalProperties": false, + "required": [ + "name", + "type" + ] + }, + "MeasureAggregationParameters": { + "type": "object", + "title": "MeasureAggregationParameters", + "properties": { + "percentile": { + "anyOf": [ + { + "type": "number" + }, + { + "type": "null" + } + ], + "default": null + }, + "use_discrete_percentile": { + "type": "boolean", + "default": false + }, + "use_approximate_percentile": { + "type": "boolean", + "default": false + } + }, + "additionalProperties": false + }, + "NonAdditiveDimension": { + "type": "object", + "title": "NonAdditiveDimension", + "properties": { + "name": { + "type": "string" + }, + "window_choice": { + "enum": [ + "sum", + "min", + "max", + "count_distinct", + "sum_boolean", + "average", + "percentile", + "median", + "count" + ] + }, + "window_groupings": { + "type": "array", + "items": { + "type": "string" + } + } + }, + "additionalProperties": false, + "required": [ + "name", + "window_choice", + "window_groupings" + ] + }, + "Measure": { + "type": "object", + "title": "Measure", + "properties": { + "name": { + "type": "string" + }, + "agg": { + "enum": [ + "sum", + "min", + "max", + "count_distinct", + "sum_boolean", + "average", + "percentile", + "median", + "count" + ] + }, + "description": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + }, + "create_metric": { + "type": "boolean", + "default": false + }, + "expr": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + }, + "agg_params": { + "anyOf": [ + { + "$ref": "#/$defs/MeasureAggregationParameters" + }, + { + "type": "null" + } + ], + "default": null + }, + "non_additive_dimension": { + "anyOf": [ + { + "$ref": "#/$defs/NonAdditiveDimension" + }, + { + "type": "null" + } + ], + "default": null + }, + "agg_time_dimension": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + } + }, + "additionalProperties": false, + "required": [ + "name", + "agg" + ] + }, + "DimensionValidityParams": { + "type": "object", + "title": "DimensionValidityParams", + "properties": { + "is_start": { + "type": "boolean", + "default": false + }, + "is_end": { + "type": "boolean", + "default": false + } + }, + "additionalProperties": false + }, + "DimensionTypeParams": { + "type": "object", + "title": "DimensionTypeParams", + "properties": { + "time_granularity": { + "enum": [ + "day", + "week", + "month", + "quarter", + "year" + ] + }, + "validity_params": { + "anyOf": [ + { + "$ref": "#/$defs/DimensionValidityParams" + }, + { + "type": "null" + } + ], + "default": null + } + }, + "additionalProperties": false, + "required": [ + "time_granularity" + ] + }, + "Dimension": { + "type": "object", + "title": "Dimension", + "properties": { + "name": { + "type": "string" + }, + "type": { + "enum": [ + "categorical", + "time" + ] + }, + "description": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + }, + "is_partition": { + "type": "boolean", + "default": false + }, + "type_params": { + "anyOf": [ + { + "$ref": "#/$defs/DimensionTypeParams" + }, + { + "type": "null" + } + ], + "default": null + }, + "expr": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + }, + "metadata": { + "anyOf": [ + { + "$ref": "#/$defs/SourceFileMetadata" + }, + { + "type": "null" + } + ], + "default": null + } + }, + "additionalProperties": false, + "required": [ + "name", + "type" + ] + }, + "SemanticModelConfig": { + "type": "object", + "title": "SemanticModelConfig", + "properties": { + "_extra": { + "type": "object", + "propertyNames": { + "type": "string" + } + }, + "enabled": { + "type": "boolean", + "default": true + }, + "group": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + } + }, + "additionalProperties": true + }, + "SemanticModel": { + "type": "object", + "title": "SemanticModel", + "properties": { + "name": { + "type": "string" + }, + "resource_type": { + "enum": [ + "model", + "analysis", + "test", + "snapshot", + "operation", + "seed", + "rpc", + "sql_operation", + "doc", + "source", + "macro", + "exposure", + "metric", + "group", + "semantic_model" + ] + }, + "package_name": { + "type": "string" + }, + "path": { + "type": "string" + }, + "original_file_path": { + "type": "string" + }, + "unique_id": { + "type": "string" + }, + "fqn": { + "type": "array", + "items": { + "type": "string" + } + }, + "model": { + "type": "string" + }, + "node_relation": { + "anyOf": [ + { + "$ref": "#/$defs/NodeRelation" + }, + { + "type": "null" + } + ] + }, + "description": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + }, + "defaults": { + "anyOf": [ + { + "$ref": "#/$defs/Defaults" + }, + { + "type": "null" + } + ], + "default": null + }, + "entities": { + "type": "array", + "items": { + "$ref": "#/$defs/Entity" + } + }, + "measures": { + "type": "array", + "items": { + "$ref": "#/$defs/Measure" + } + }, + "dimensions": { + "type": "array", + "items": { + "$ref": "#/$defs/Dimension" + } + }, + "metadata": { + "anyOf": [ + { + "$ref": "#/$defs/SourceFileMetadata" + }, + { + "type": "null" + } + ], + "default": null + }, + "depends_on": { + "$ref": "#/$defs/DependsOn" + }, + "refs": { + "type": "array", + "items": { + "$ref": "#/$defs/RefArgs" + } + }, + "created_at": { + "type": "number" + }, + "config": { + "$ref": "#/$defs/SemanticModelConfig" + }, + "unrendered_config": { + "type": "object", + "propertyNames": { + "type": "string" + } + }, + "primary_entity": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + }, + "group": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + } + }, + "additionalProperties": false, + "required": [ + "name", + "resource_type", + "package_name", + "path", + "original_file_path", + "unique_id", + "fqn", + "model", + "node_relation" + ] + }, + "WritableManifest": { + "type": "object", + "title": "WritableManifest", + "properties": { + "metadata": { + "description": "Metadata about the manifest", + "$ref": "#/$defs/ManifestMetadata" + }, + "nodes": { + "type": "object", + "description": "The nodes defined in the dbt project and its dependencies", + "additionalProperties": { + "anyOf": [ + { + "$ref": "#/$defs/AnalysisNode" + }, + { + "$ref": "#/$defs/SingularTestNode" + }, + { + "$ref": "#/$defs/HookNode" + }, + { + "$ref": "#/$defs/ModelNode" + }, + { + "$ref": "#/$defs/RPCNode" + }, + { + "$ref": "#/$defs/SqlNode" + }, + { + "$ref": "#/$defs/GenericTestNode" + }, + { + "$ref": "#/$defs/SnapshotNode" + }, + { + "$ref": "#/$defs/SeedNode" + } + ] + }, + "propertyNames": { + "type": "string" + } + }, + "sources": { + "type": "object", + "description": "The sources defined in the dbt project and its dependencies", + "additionalProperties": { + "$ref": "#/$defs/SourceDefinition" + }, + "propertyNames": { + "type": "string" + } + }, + "macros": { + "type": "object", + "description": "The macros defined in the dbt project and its dependencies", + "additionalProperties": { + "$ref": "#/$defs/Macro" + }, + "propertyNames": { + "type": "string" + } + }, + "docs": { + "type": "object", + "description": "The docs defined in the dbt project and its dependencies", + "additionalProperties": { + "$ref": "#/$defs/Documentation" + }, + "propertyNames": { + "type": "string" + } + }, + "exposures": { + "type": "object", + "description": "The exposures defined in the dbt project and its dependencies", + "additionalProperties": { + "$ref": "#/$defs/Exposure" + }, + "propertyNames": { + "type": "string" + } + }, + "metrics": { + "type": "object", + "description": "The metrics defined in the dbt project and its dependencies", + "additionalProperties": { + "$ref": "#/$defs/Metric" + }, + "propertyNames": { + "type": "string" + } + }, + "groups": { + "type": "object", + "description": "The groups defined in the dbt project", + "additionalProperties": { + "$ref": "#/$defs/Group" + }, + "propertyNames": { + "type": "string" + } + }, + "selectors": { + "type": "object", + "description": "The selectors defined in selectors.yml", + "propertyNames": { + "type": "string" + } + }, + "disabled": { + "description": "A mapping of the disabled nodes in the target", + "anyOf": [ + { + "type": "object", + "additionalProperties": { + "type": "array", + "items": { + "anyOf": [ + { + "$ref": "#/$defs/AnalysisNode" + }, + { + "$ref": "#/$defs/SingularTestNode" + }, + { + "$ref": "#/$defs/HookNode" + }, + { + "$ref": "#/$defs/ModelNode" + }, + { + "$ref": "#/$defs/RPCNode" + }, + { + "$ref": "#/$defs/SqlNode" + }, + { + "$ref": "#/$defs/GenericTestNode" + }, + { + "$ref": "#/$defs/SnapshotNode" + }, + { + "$ref": "#/$defs/SeedNode" + }, + { + "$ref": "#/$defs/SourceDefinition" + }, + { + "$ref": "#/$defs/Exposure" + }, + { + "$ref": "#/$defs/Metric" + }, + { + "$ref": "#/$defs/SemanticModel" + } + ] + } + }, + "propertyNames": { + "type": "string" + } + }, + { + "type": "null" + } + ] + }, + "parent_map": { + "description": "A mapping from\u00a0child nodes to their dependencies", + "anyOf": [ + { + "type": "object", + "additionalProperties": { + "type": "array", + "items": { + "type": "string" + } + }, + "propertyNames": { + "type": "string" + } + }, + { + "type": "null" + } + ] + }, + "child_map": { + "description": "A mapping from parent nodes to their dependents", + "anyOf": [ + { + "type": "object", + "additionalProperties": { + "type": "array", + "items": { + "type": "string" + } + }, + "propertyNames": { + "type": "string" + } + }, + { + "type": "null" + } + ] + }, + "group_map": { + "description": "A mapping from group names to their nodes", + "anyOf": [ + { + "type": "object", + "additionalProperties": { + "type": "array", + "items": { + "type": "string" + } + }, + "propertyNames": { + "type": "string" + } + }, + { + "type": "null" + } + ] + }, + "semantic_models": { + "type": "object", + "description": "The semantic models defined in the dbt project", + "additionalProperties": { + "$ref": "#/$defs/SemanticModel" + }, + "propertyNames": { + "type": "string" + } + } + }, + "additionalProperties": false, + "required": [ + "metadata", + "nodes", + "sources", + "macros", + "docs", + "exposures", + "metrics", + "groups", + "selectors", + "disabled", + "parent_map", + "child_map", + "group_map", + "semantic_models" + ] + } + }, + "$id": "https://schemas.getdbt.com/dbt/manifest/v11.json" +} diff --git a/schemas/dbt/run-results/v4.json b/schemas/dbt/run-results/v4.json index a1948721752..029886a3a45 100644 --- a/schemas/dbt/run-results/v4.json +++ b/schemas/dbt/run-results/v4.json @@ -1,86 +1,89 @@ { - "type": "object", - "required": [ - "metadata", - "results", - "elapsed_time" - ], - "properties": { - "metadata": { - "$ref": "#/definitions/BaseArtifactMetadata" - }, - "results": { - "type": "array", - "items": { - "$ref": "#/definitions/RunResultOutput" - } - }, - "elapsed_time": { - "type": "number" - }, - "args": { - "type": "object", - "default": {} - } - }, - "additionalProperties": false, - "description": "RunResultsArtifact(metadata: dbt.contracts.util.BaseArtifactMetadata, results: Sequence[dbt.contracts.results.RunResultOutput], elapsed_time: float, args: Dict[str, Any] = )", - "definitions": { + "$ref": "#/$defs/RunResultsArtifact", + "$defs": { "BaseArtifactMetadata": { "type": "object", - "required": [ - "dbt_schema_version" - ], + "title": "BaseArtifactMetadata", "properties": { "dbt_schema_version": { "type": "string" }, "dbt_version": { "type": "string", - "default": "1.5.0a1" + "default": "1.7.0b1" }, "generated_at": { - "type": "string", - "format": "date-time", - "default": "2023-02-09T23:46:55.264544Z" + "type": "string" }, "invocation_id": { - "oneOf": [ + "anyOf": [ { "type": "string" }, { "type": "null" } - ], - "default": "e6a9b266-203d-4fec-93af-fb8f55423a6b" + ] }, "env": { "type": "object", "additionalProperties": { "type": "string" }, - "default": {} + "propertyNames": { + "type": "string" + } } }, "additionalProperties": false, - "description": "BaseArtifactMetadata(dbt_schema_version: str, dbt_version: str = '1.5.0a1', generated_at: datetime.datetime = , invocation_id: Optional[str] = , env: Dict[str, str] = )" + "required": [ + "dbt_schema_version" + ] }, - "RunResultOutput": { + "TimingInfo": { "type": "object", + "title": "TimingInfo", + "properties": { + "name": { + "type": "string" + }, + "started_at": { + "anyOf": [ + { + "type": "string", + "format": "date-time" + }, + { + "type": "null" + } + ], + "default": null + }, + "completed_at": { + "anyOf": [ + { + "type": "string", + "format": "date-time" + }, + { + "type": "null" + } + ], + "default": null + } + }, + "additionalProperties": false, "required": [ - "status", - "timing", - "thread_id", - "execution_time", - "adapter_response", - "unique_id" - ], + "name" + ] + }, + "RunResultOutput": { + "type": "object", + "title": "RunResultOutput", "properties": { "status": { - "oneOf": [ + "anyOf": [ { - "type": "string", "enum": [ "success", "error", @@ -88,7 +91,6 @@ ] }, { - "type": "string", "enum": [ "pass", "error", @@ -98,7 +100,6 @@ ] }, { - "type": "string", "enum": [ "pass", "warn", @@ -111,7 +112,7 @@ "timing": { "type": "array", "items": { - "$ref": "#/definitions/TimingInfo" + "$ref": "#/$defs/TimingInfo" } }, "thread_id": { @@ -121,10 +122,13 @@ "type": "number" }, "adapter_response": { - "type": "object" + "type": "object", + "propertyNames": { + "type": "string" + } }, "message": { - "oneOf": [ + "anyOf": [ { "type": "string" }, @@ -134,7 +138,7 @@ ] }, "failures": { - "oneOf": [ + "anyOf": [ { "type": "integer" }, @@ -148,255 +152,47 @@ } }, "additionalProperties": false, - "description": "RunResultOutput(status: Union[dbt.contracts.results.RunStatus, dbt.contracts.results.TestStatus, dbt.contracts.results.FreshnessStatus], timing: List[dbt.contracts.results.TimingInfo], thread_id: str, execution_time: float, adapter_response: Dict[str, Any], message: Optional[str], failures: Optional[int], unique_id: str)" - }, - "TimingInfo": { - "type": "object", "required": [ - "name" - ], - "properties": { - "name": { - "type": "string" - }, - "started_at": { - "oneOf": [ - { - "type": "string", - "format": "date-time" - }, - { - "type": "null" - } - ] - }, - "completed_at": { - "oneOf": [ - { - "type": "string", - "format": "date-time" - }, - { - "type": "null" - } - ] - } - }, - "additionalProperties": false, - "description": "TimingInfo(name: str, started_at: Optional[datetime.datetime] = None, completed_at: Optional[datetime.datetime] = None)" - }, - "FreshnessMetadata": { - "type": "object", - "required": [], - "properties": { - "dbt_schema_version": { - "type": "string", - "default": "https://schemas.getdbt.com/dbt/sources/v3.json" - }, - "dbt_version": { - "type": "string", - "default": "1.5.0a1" - }, - "generated_at": { - "type": "string", - "format": "date-time", - "default": "2023-02-09T23:46:55.263337Z" - }, - "invocation_id": { - "oneOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "default": "e6a9b266-203d-4fec-93af-fb8f55423a6b" - }, - "env": { - "type": "object", - "additionalProperties": { - "type": "string" - }, - "default": {} - } - }, - "additionalProperties": false, - "description": "FreshnessMetadata(dbt_schema_version: str = , dbt_version: str = '1.5.0a1', generated_at: datetime.datetime = , invocation_id: Optional[str] = , env: Dict[str, str] = )" - }, - "SourceFreshnessRuntimeError": { - "type": "object", - "required": [ - "unique_id", - "status" - ], - "properties": { - "unique_id": { - "type": "string" - }, - "error": { - "oneOf": [ - { - "type": "string" - }, - { - "type": "integer" - }, - { - "type": "null" - } - ] - }, - "status": { - "type": "string", - "enum": [ - "runtime error" - ] - } - }, - "additionalProperties": false, - "description": "SourceFreshnessRuntimeError(unique_id: str, error: Union[str, int, NoneType], status: dbt.contracts.results.FreshnessErrorEnum)" - }, - "SourceFreshnessOutput": { - "type": "object", - "required": [ - "unique_id", - "max_loaded_at", - "snapshotted_at", - "max_loaded_at_time_ago_in_s", "status", - "criteria", - "adapter_response", "timing", "thread_id", - "execution_time" - ], + "execution_time", + "adapter_response", + "message", + "failures", + "unique_id" + ] + }, + "RunResultsArtifact": { + "type": "object", + "title": "RunResultsArtifact", "properties": { - "unique_id": { - "type": "string" - }, - "max_loaded_at": { - "type": "string", - "format": "date-time" - }, - "snapshotted_at": { - "type": "string", - "format": "date-time" - }, - "max_loaded_at_time_ago_in_s": { - "type": "number" - }, - "status": { - "type": "string", - "enum": [ - "pass", - "warn", - "error", - "runtime error" - ] + "metadata": { + "$ref": "#/$defs/BaseArtifactMetadata" }, - "criteria": { - "$ref": "#/definitions/FreshnessThreshold" - }, - "adapter_response": { - "type": "object" - }, - "timing": { + "results": { "type": "array", "items": { - "$ref": "#/definitions/TimingInfo" + "$ref": "#/$defs/RunResultOutput" } }, - "thread_id": { - "type": "string" - }, - "execution_time": { + "elapsed_time": { "type": "number" - } - }, - "additionalProperties": false, - "description": "SourceFreshnessOutput(unique_id: str, max_loaded_at: datetime.datetime, snapshotted_at: datetime.datetime, max_loaded_at_time_ago_in_s: float, status: dbt.contracts.results.FreshnessStatus, criteria: dbt.contracts.graph.unparsed.FreshnessThreshold, adapter_response: Dict[str, Any], timing: List[dbt.contracts.results.TimingInfo], thread_id: str, execution_time: float)" - }, - "FreshnessThreshold": { - "type": "object", - "required": [], - "properties": { - "warn_after": { - "oneOf": [ - { - "$ref": "#/definitions/Time" - }, - { - "type": "null" - } - ], - "default": { - "count": null, - "period": null - } }, - "error_after": { - "oneOf": [ - { - "$ref": "#/definitions/Time" - }, - { - "type": "null" - } - ], - "default": { - "count": null, - "period": null + "args": { + "type": "object", + "propertyNames": { + "type": "string" } - }, - "filter": { - "oneOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ] - } - }, - "additionalProperties": false, - "description": "FreshnessThreshold(warn_after: Optional[dbt.contracts.graph.unparsed.Time] = , error_after: Optional[dbt.contracts.graph.unparsed.Time] = , filter: Optional[str] = None)" - }, - "Time": { - "type": "object", - "required": [], - "properties": { - "count": { - "oneOf": [ - { - "type": "integer" - }, - { - "type": "null" - } - ] - }, - "period": { - "oneOf": [ - { - "type": "string", - "enum": [ - "minute", - "hour", - "day" - ] - }, - { - "type": "null" - } - ] } }, "additionalProperties": false, - "description": "Time(count: Optional[int] = None, period: Optional[dbt.contracts.graph.unparsed.TimePeriod] = None)" + "required": [ + "metadata", + "results", + "elapsed_time" + ] } }, - "$schema": "http://json-schema.org/draft-07/schema#", "$id": "https://schemas.getdbt.com/dbt/run-results/v4.json" } diff --git a/schemas/dbt/run-results/v5.json b/schemas/dbt/run-results/v5.json new file mode 100644 index 00000000000..4e400e5f18a --- /dev/null +++ b/schemas/dbt/run-results/v5.json @@ -0,0 +1,229 @@ +{ + "$ref": "#/$defs/RunResultsArtifact", + "$defs": { + "BaseArtifactMetadata": { + "type": "object", + "title": "BaseArtifactMetadata", + "properties": { + "dbt_schema_version": { + "type": "string" + }, + "dbt_version": { + "type": "string", + "default": "1.7.0b1" + }, + "generated_at": { + "type": "string" + }, + "invocation_id": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "env": { + "type": "object", + "additionalProperties": { + "type": "string" + }, + "propertyNames": { + "type": "string" + } + } + }, + "additionalProperties": false, + "required": [ + "dbt_schema_version" + ] + }, + "TimingInfo": { + "type": "object", + "title": "TimingInfo", + "properties": { + "name": { + "type": "string" + }, + "started_at": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + }, + "completed_at": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null + } + }, + "additionalProperties": false, + "required": [ + "name" + ] + }, + "RunResultOutput": { + "type": "object", + "title": "RunResultOutput", + "properties": { + "status": { + "anyOf": [ + { + "enum": [ + "success", + "error", + "skipped" + ] + }, + { + "enum": [ + "pass", + "error", + "fail", + "warn", + "skipped" + ] + }, + { + "enum": [ + "pass", + "warn", + "error", + "runtime error" + ] + } + ] + }, + "timing": { + "type": "array", + "items": { + "$ref": "#/$defs/TimingInfo" + } + }, + "thread_id": { + "type": "string" + }, + "execution_time": { + "type": "number" + }, + "adapter_response": { + "type": "object", + "propertyNames": { + "type": "string" + } + }, + "message": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "failures": { + "anyOf": [ + { + "type": "integer" + }, + { + "type": "null" + } + ] + }, + "unique_id": { + "type": "string" + }, + "compiled": { + "anyOf": [ + { + "type": "boolean" + }, + { + "type": "null" + } + ] + }, + "compiled_code": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "relation_name": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + } + }, + "additionalProperties": false, + "required": [ + "status", + "timing", + "thread_id", + "execution_time", + "adapter_response", + "message", + "failures", + "unique_id", + "compiled", + "compiled_code", + "relation_name" + ] + }, + "RunResultsArtifact": { + "type": "object", + "title": "RunResultsArtifact", + "properties": { + "metadata": { + "$ref": "#/$defs/BaseArtifactMetadata" + }, + "results": { + "type": "array", + "items": { + "$ref": "#/$defs/RunResultOutput" + } + }, + "elapsed_time": { + "type": "number" + }, + "args": { + "type": "object", + "propertyNames": { + "type": "string" + } + } + }, + "additionalProperties": false, + "required": [ + "metadata", + "results", + "elapsed_time" + ] + } + }, + "$id": "https://schemas.getdbt.com/dbt/run-results/v5.json" +} diff --git a/schemas/dbt/sources/v3.json b/schemas/dbt/sources/v3.json index e36e44b90f7..31dc016bff9 100644 --- a/schemas/dbt/sources/v3.json +++ b/schemas/dbt/sources/v3.json @@ -1,85 +1,51 @@ { - "type": "object", - "required": [ - "metadata", - "results", - "elapsed_time" - ], - "properties": { - "metadata": { - "$ref": "#/definitions/FreshnessMetadata" - }, - "results": { - "type": "array", - "items": { - "oneOf": [ - { - "$ref": "#/definitions/SourceFreshnessRuntimeError" - }, - { - "$ref": "#/definitions/SourceFreshnessOutput" - } - ] - } - }, - "elapsed_time": { - "type": "number" - } - }, - "additionalProperties": false, - "description": "FreshnessExecutionResultArtifact(metadata: dbt.contracts.results.FreshnessMetadata, results: Sequence[Union[dbt.contracts.results.SourceFreshnessRuntimeError, dbt.contracts.results.SourceFreshnessOutput]], elapsed_time: float)", - "definitions": { + "$ref": "#/$defs/FreshnessExecutionResultArtifact", + "$defs": { "FreshnessMetadata": { "type": "object", - "required": [], + "title": "FreshnessMetadata", "properties": { "dbt_schema_version": { - "type": "string", - "default": "https://schemas.getdbt.com/dbt/sources/v3.json" + "type": "string" }, "dbt_version": { "type": "string", - "default": "1.5.0a1" + "default": "1.7.0b1" }, "generated_at": { - "type": "string", - "format": "date-time", - "default": "2023-02-18T14:20:00.362449Z" + "type": "string" }, "invocation_id": { - "oneOf": [ + "anyOf": [ { "type": "string" }, { "type": "null" } - ], - "default": "b1e277bf-2a2c-4d49-9d37-8d1a72cf26c7" + ] }, "env": { "type": "object", "additionalProperties": { "type": "string" }, - "default": {} + "propertyNames": { + "type": "string" + } } }, - "additionalProperties": false, - "description": "FreshnessMetadata(dbt_schema_version: str = , dbt_version: str = '1.5.0a1', generated_at: datetime.datetime = , invocation_id: Optional[str] = , env: Dict[str, str] = )" + "additionalProperties": false }, "SourceFreshnessRuntimeError": { "type": "object", - "required": [ - "unique_id", - "status" - ], + "title": "SourceFreshnessRuntimeError", "properties": { "unique_id": { "type": "string" }, "error": { - "oneOf": [ + "anyOf": [ { "type": "string" }, @@ -92,165 +58,98 @@ ] }, "status": { - "type": "string", "enum": [ "runtime error" ] } }, "additionalProperties": false, - "description": "SourceFreshnessRuntimeError(unique_id: str, error: Union[str, int, NoneType], status: dbt.contracts.results.FreshnessErrorEnum)" - }, - "SourceFreshnessOutput": { - "type": "object", "required": [ "unique_id", - "max_loaded_at", - "snapshotted_at", - "max_loaded_at_time_ago_in_s", - "status", - "criteria", - "adapter_response", - "timing", - "thread_id", - "execution_time" - ], - "properties": { - "unique_id": { - "type": "string" - }, - "max_loaded_at": { - "type": "string", - "format": "date-time" - }, - "snapshotted_at": { - "type": "string", - "format": "date-time" - }, - "max_loaded_at_time_ago_in_s": { - "type": "number" - }, - "status": { - "type": "string", - "enum": [ - "pass", - "warn", - "error", - "runtime error" - ] - }, - "criteria": { - "$ref": "#/definitions/FreshnessThreshold" - }, - "adapter_response": { - "type": "object" - }, - "timing": { - "type": "array", - "items": { - "$ref": "#/definitions/TimingInfo" - } - }, - "thread_id": { - "type": "string" - }, - "execution_time": { - "type": "number" - } - }, - "additionalProperties": false, - "description": "SourceFreshnessOutput(unique_id: str, max_loaded_at: datetime.datetime, snapshotted_at: datetime.datetime, max_loaded_at_time_ago_in_s: float, status: dbt.contracts.results.FreshnessStatus, criteria: dbt.contracts.graph.unparsed.FreshnessThreshold, adapter_response: Dict[str, Any], timing: List[dbt.contracts.results.TimingInfo], thread_id: str, execution_time: float)" + "error", + "status" + ] }, - "FreshnessThreshold": { + "Time": { "type": "object", - "required": [], + "title": "Time", "properties": { - "warn_after": { - "oneOf": [ + "count": { + "anyOf": [ { - "$ref": "#/definitions/Time" + "type": "integer" }, { "type": "null" } ], - "default": { - "count": null, - "period": null - } + "default": null }, - "error_after": { - "oneOf": [ + "period": { + "anyOf": [ { - "$ref": "#/definitions/Time" + "enum": [ + "minute", + "hour", + "day" + ] }, { "type": "null" } ], - "default": { - "count": null, - "period": null - } - }, - "filter": { - "oneOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ] + "default": null } }, - "additionalProperties": false, - "description": "FreshnessThreshold(warn_after: Optional[dbt.contracts.graph.unparsed.Time] = , error_after: Optional[dbt.contracts.graph.unparsed.Time] = , filter: Optional[str] = None)" + "additionalProperties": false }, - "Time": { + "FreshnessThreshold": { "type": "object", - "required": [], + "title": "FreshnessThreshold", "properties": { - "count": { - "oneOf": [ + "warn_after": { + "anyOf": [ { - "type": "integer" + "$ref": "#/$defs/Time" }, { "type": "null" } ] }, - "period": { - "oneOf": [ + "error_after": { + "anyOf": [ { - "type": "string", - "enum": [ - "minute", - "hour", - "day" - ] + "$ref": "#/$defs/Time" }, { "type": "null" } ] + }, + "filter": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ], + "default": null } }, - "additionalProperties": false, - "description": "Time(count: Optional[int] = None, period: Optional[dbt.contracts.graph.unparsed.TimePeriod] = None)" + "additionalProperties": false }, "TimingInfo": { "type": "object", - "required": [ - "name" - ], + "title": "TimingInfo", "properties": { "name": { "type": "string" }, "started_at": { - "oneOf": [ + "anyOf": [ { "type": "string", "format": "date-time" @@ -258,10 +157,11 @@ { "type": "null" } - ] + ], + "default": null }, "completed_at": { - "oneOf": [ + "anyOf": [ { "type": "string", "format": "date-time" @@ -269,13 +169,106 @@ { "type": "null" } + ], + "default": null + } + }, + "additionalProperties": false, + "required": [ + "name" + ] + }, + "SourceFreshnessOutput": { + "type": "object", + "title": "SourceFreshnessOutput", + "properties": { + "unique_id": { + "type": "string" + }, + "max_loaded_at": { + "type": "string" + }, + "snapshotted_at": { + "type": "string" + }, + "max_loaded_at_time_ago_in_s": { + "type": "number" + }, + "status": { + "enum": [ + "pass", + "warn", + "error", + "runtime error" ] + }, + "criteria": { + "$ref": "#/$defs/FreshnessThreshold" + }, + "adapter_response": { + "type": "object", + "propertyNames": { + "type": "string" + } + }, + "timing": { + "type": "array", + "items": { + "$ref": "#/$defs/TimingInfo" + } + }, + "thread_id": { + "type": "string" + }, + "execution_time": { + "type": "number" } }, "additionalProperties": false, - "description": "TimingInfo(name: str, started_at: Optional[datetime.datetime] = None, completed_at: Optional[datetime.datetime] = None)" + "required": [ + "unique_id", + "max_loaded_at", + "snapshotted_at", + "max_loaded_at_time_ago_in_s", + "status", + "criteria", + "adapter_response", + "timing", + "thread_id", + "execution_time" + ] + }, + "FreshnessExecutionResultArtifact": { + "type": "object", + "title": "FreshnessExecutionResultArtifact", + "properties": { + "metadata": { + "$ref": "#/$defs/FreshnessMetadata" + }, + "results": { + "type": "array", + "items": { + "anyOf": [ + { + "$ref": "#/$defs/SourceFreshnessRuntimeError" + }, + { + "$ref": "#/$defs/SourceFreshnessOutput" + } + ] + } + }, + "elapsed_time": { + "type": "number" + } + }, + "additionalProperties": false, + "required": [ + "metadata", + "results", + "elapsed_time" + ] } }, - "$schema": "http://json-schema.org/draft-07/schema#", "$id": "https://schemas.getdbt.com/dbt/sources/v3.json" } diff --git a/scripts/collect-artifact-schema.py b/scripts/collect-artifact-schema.py index 38a446f82c7..da2c6448830 100755 --- a/scripts/collect-artifact-schema.py +++ b/scripts/collect-artifact-schema.py @@ -38,6 +38,7 @@ def write_schema(self, dest_dir: Path): @dataclass class Arguments: + artifact: str path: Path @classmethod @@ -49,8 +50,15 @@ def parse(cls) -> "Arguments": help="The dir to write artifact schema", ) + parser.add_argument( + "--artifact", + type=str, + choices=["manifest", "sources", "run-results", "catalog"], + help="The name of the artifact to update", + ) + parsed = parser.parse_args() - return cls(path=parsed.path) + return cls(artifact=parsed.artifact, path=parsed.path) def collect_artifact_schema(args: Arguments): @@ -58,10 +66,17 @@ def collect_artifact_schema(args: Arguments): FreshnessExecutionResultArtifact, RunResultsArtifact, CatalogArtifact, + # WritableManifest introduces new definitions in hologram which are likely + # getting persisted across invocations of json_schema and making their + # way to other written artifacts - so write it last as a short-term fix. + # https://github.com/dbt-labs/dbt-core/issues/7604 WritableManifest, ] + filtered_artifacts = filter( + lambda a: a.dbt_schema_version.name == args.artifact or args.artifact is None, artifacts + ) artifact_infos = [] - for artifact_cls in artifacts: + for artifact_cls in filtered_artifacts: artifact_infos.append(ArtifactInfo.from_artifact_cls(artifact_cls)) if args and args.path is not None: diff --git a/test/unit/__init__.py b/test/unit/__init__.py deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/tests/adapter/dbt/tests/adapter/__version__.py b/tests/adapter/dbt/tests/adapter/__version__.py index fa6c5a1ac1a..3f5d3c0b7b3 100644 --- a/tests/adapter/dbt/tests/adapter/__version__.py +++ b/tests/adapter/dbt/tests/adapter/__version__.py @@ -1 +1 @@ -version = "1.5.0rc1" +version = "1.7.0b2" diff --git a/tests/adapter/dbt/tests/adapter/constraints/fixtures.py b/tests/adapter/dbt/tests/adapter/constraints/fixtures.py index 3310c59f3df..c8c98b26bd5 100644 --- a/tests/adapter/dbt/tests/adapter/constraints/fixtures.py +++ b/tests/adapter/dbt/tests/adapter/constraints/fixtures.py @@ -12,6 +12,17 @@ '2019-01-01' as date_day """ +foreign_key_model_sql = """ +{{ + config( + materialized = "table" + ) +}} + +select + 1 as id +""" + my_model_view_sql = """ {{ config( @@ -53,6 +64,22 @@ '2019-01-01' as date_day """ +# force dependency on foreign_key_model so that foreign key constraint is enforceable +my_model_wrong_order_depends_on_fk_sql = """ +{{ + config( + materialized = "table" + ) +}} + +-- depends_on: {{ ref('foreign_key_model') }} + +select + 'blue' as color, + 1 as id, + '2019-01-01' as date_day +""" + my_model_view_wrong_order_sql = """ {{ config( @@ -80,6 +107,24 @@ '2019-01-01' as date_day """ +# force dependency on foreign_key_model so that foreign key constraint is enforceable +my_model_incremental_wrong_order_depends_on_fk_sql = """ +{{ + config( + materialized = "incremental", + on_schema_change='append_new_columns' + ) +}} + +-- depends_on: {{ ref('foreign_key_model') }} + +select + 'blue' as color, + 1 as id, + '2019-01-01' as date_day +""" + + # model columns name different to schema definitions my_model_wrong_name_sql = """ {{ @@ -133,6 +178,33 @@ {sql_value} as wrong_data_type_column_name """ +my_model_contract_sql_header_sql = """ +{{ + config( + materialized = "table" + ) +}} + +{% call set_sql_header(config) %} +set session time zone 'Asia/Kolkata'; +{%- endcall %} +select current_setting('timezone') as column_name +""" + +my_model_incremental_contract_sql_header_sql = """ +{{ + config( + materialized = "incremental", + on_schema_change="append_new_columns" + ) +}} + +{% call set_sql_header(config) %} +set session time zone 'Asia/Kolkata'; +{%- endcall %} +select current_setting('timezone') as column_name +""" + # model breaking constraints my_model_with_nulls_sql = """ {{ @@ -179,6 +251,16 @@ '2019-01-01' as date_day """ + +# 'from' is a reserved word, so it must be quoted +my_model_with_quoted_column_name_sql = """ +select + 'blue' as {{ adapter.quote('from') }}, + 1 as id, + '2019-01-01' as date_day +""" + + model_schema_yml = """ version: 2 models: @@ -188,7 +270,46 @@ enforced: true columns: - name: id - quote: true + data_type: integer + description: hello + constraints: + - type: not_null + - type: primary_key + - type: check + expression: (id > 0) + - type: check + expression: id >= 1 + tests: + - unique + - name: color + data_type: text + - name: date_day + data_type: text + - name: my_model_error + config: + contract: + enforced: true + columns: + - name: id + data_type: integer + description: hello + constraints: + - type: not_null + - type: primary_key + - type: check + expression: (id > 0) + tests: + - unique + - name: color + data_type: text + - name: date_day + data_type: text + - name: my_model_wrong_order + config: + contract: + enforced: true + columns: + - name: id data_type: integer description: hello constraints: @@ -202,6 +323,54 @@ data_type: text - name: date_day data_type: text + - name: my_model_wrong_name + config: + contract: + enforced: true + columns: + - name: id + data_type: integer + description: hello + constraints: + - type: not_null + - type: primary_key + - type: check + expression: (id > 0) + tests: + - unique + - name: color + data_type: text + - name: date_day + data_type: text +""" + +model_fk_constraint_schema_yml = """ +version: 2 +models: + - name: my_model + config: + contract: + enforced: true + columns: + - name: id + data_type: integer + description: hello + constraints: + - type: not_null + - type: primary_key + - type: check + expression: (id > 0) + - type: check + expression: id >= 1 + - type: foreign_key + expression: {schema}.foreign_key_model (id) + - type: unique + tests: + - unique + - name: color + data_type: text + - name: date_day + data_type: text - name: my_model_error config: contract: @@ -259,6 +428,16 @@ data_type: text - name: date_day data_type: text + - name: foreign_key_model + config: + contract: + enforced: true + columns: + - name: id + data_type: integer + constraints: + - type: unique + - type: primary_key """ constrained_model_schema_yml = """ @@ -271,14 +450,18 @@ constraints: - type: check expression: (id > 0) + - type: check + expression: id >= 1 - type: primary_key columns: [ id ] - type: unique columns: [ color, date_day ] name: strange_uniqueness_requirement + - type: foreign_key + columns: [ id ] + expression: {schema}.foreign_key_model (id) columns: - name: id - quote: true data_type: integer description: hello constraints: @@ -289,6 +472,16 @@ data_type: text - name: date_day data_type: text + - name: foreign_key_model + config: + contract: + enforced: true + columns: + - name: id + data_type: integer + constraints: + - type: unique + - type: primary_key """ @@ -303,3 +496,46 @@ - name: wrong_data_type_column_name data_type: {data_type} """ + + +model_quoted_column_schema_yml = """ +version: 2 +models: + - name: my_model + config: + contract: + enforced: true + materialized: table + constraints: + - type: check + # this one is the on the user + expression: ("from" = 'blue') + columns: [ '"from"' ] + columns: + - name: id + data_type: integer + description: hello + constraints: + - type: not_null + tests: + - unique + - name: from # reserved word + quote: true + data_type: text + constraints: + - type: not_null + - name: date_day + data_type: text +""" + +model_contract_header_schema_yml = """ +version: 2 +models: + - name: my_model_contract_sql_header + config: + contract: + enforced: true + columns: + - name: column_name + data_type: text +""" diff --git a/tests/adapter/dbt/tests/adapter/constraints/test_constraints.py b/tests/adapter/dbt/tests/adapter/constraints/test_constraints.py index 79140f03bbd..188c3793032 100644 --- a/tests/adapter/dbt/tests/adapter/constraints/test_constraints.py +++ b/tests/adapter/dbt/tests/adapter/constraints/test_constraints.py @@ -23,8 +23,17 @@ my_model_incremental_wrong_name_sql, my_model_with_nulls_sql, my_model_incremental_with_nulls_sql, + my_model_with_quoted_column_name_sql, model_schema_yml, + model_fk_constraint_schema_yml, constrained_model_schema_yml, + model_quoted_column_schema_yml, + foreign_key_model_sql, + my_model_wrong_order_depends_on_fk_sql, + my_model_incremental_wrong_order_depends_on_fk_sql, + my_model_contract_sql_header_sql, + my_model_incremental_contract_sql_header_sql, + model_contract_header_schema_yml, ) @@ -158,7 +167,15 @@ def test__constraints_correct_column_data_types(self, project, data_types): def _normalize_whitespace(input: str) -> str: - return re.sub(r"\s+", " ", input).lower().strip() + subbed = re.sub(r"\s+", " ", input) + return re.sub(r"\s?([\(\),])\s?", r"\1", subbed).lower().strip() + + +def _find_and_replace(sql, find, replace): + sql_tokens = sql.split() + for idx in [n for n, x in enumerate(sql_tokens) if find in x]: + sql_tokens[idx] = replace + return " ".join(sql_tokens) class BaseConstraintsRuntimeDdlEnforcement: @@ -171,15 +188,16 @@ class BaseConstraintsRuntimeDdlEnforcement: @pytest.fixture(scope="class") def models(self): return { - "my_model.sql": my_model_wrong_order_sql, - "constraints_schema.yml": model_schema_yml, + "my_model.sql": my_model_wrong_order_depends_on_fk_sql, + "foreign_key_model.sql": foreign_key_model_sql, + "constraints_schema.yml": model_fk_constraint_schema_yml, } @pytest.fixture(scope="class") def expected_sql(self): return """ create table ( - id integer not null primary key check (id > 0), + id integer not null primary key check ((id > 0)) check (id >= 1) references (id) unique, color text, date_day text ) ; @@ -195,6 +213,7 @@ def expected_sql(self): date_day from ( + -- depends_on: select 'blue' as color, 1 as id, @@ -204,22 +223,27 @@ def expected_sql(self): """ def test__constraints_ddl(self, project, expected_sql): - results = run_dbt(["run", "-s", "my_model"]) - assert len(results) == 1 + unformatted_constraint_schema_yml = read_file("models", "constraints_schema.yml") + write_file( + unformatted_constraint_schema_yml.format(schema=project.test_schema), + "models", + "constraints_schema.yml", + ) + + results = run_dbt(["run", "-s", "+my_model"]) + # assert at least my_model was run - additional upstreams may or may not be provided to the test setup via models fixture + assert len(results) >= 1 # grab the sql and replace the model identifier to make it generic for all adapters # the name is not what we're testing here anyways and varies based on materialization # TODO: consider refactoring this to introspect logs instead generated_sql = read_file("target", "run", "test", "models", "my_model.sql") - generated_sql_modified = _normalize_whitespace(generated_sql) - generated_sql_list = generated_sql_modified.split(" ") - for idx in [n for n, x in enumerate(generated_sql_list) if "my_model" in x]: - generated_sql_list[idx] = "" - generated_sql_generic = " ".join(generated_sql_list) - - expected_sql_check = _normalize_whitespace(expected_sql) + generated_sql_generic = _find_and_replace(generated_sql, "my_model", "") + generated_sql_generic = _find_and_replace( + generated_sql_generic, "foreign_key_model", "" + ) - assert expected_sql_check == generated_sql_generic + assert _normalize_whitespace(expected_sql) == _normalize_whitespace(generated_sql_generic) class BaseConstraintsRollback: @@ -310,8 +334,9 @@ class BaseIncrementalConstraintsRuntimeDdlEnforcement(BaseConstraintsRuntimeDdlE @pytest.fixture(scope="class") def models(self): return { - "my_model.sql": my_model_incremental_wrong_order_sql, - "constraints_schema.yml": model_schema_yml, + "my_model.sql": my_model_incremental_wrong_order_depends_on_fk_sql, + "foreign_key_model.sql": foreign_key_model_sql, + "constraints_schema.yml": model_fk_constraint_schema_yml, } @@ -358,6 +383,45 @@ class TestIncrementalConstraintsRollback(BaseIncrementalConstraintsRollback): pass +class BaseContractSqlHeader: + """Tests a contracted model with a sql header dependency.""" + + def test__contract_sql_header(self, project): + run_dbt(["run", "-s", "my_model_contract_sql_header"]) + + manifest = get_manifest(project.project_root) + model_id = "model.test.my_model_contract_sql_header" + model_config = manifest.nodes[model_id].config + + assert model_config.contract.enforced + + +class BaseTableContractSqlHeader(BaseContractSqlHeader): + @pytest.fixture(scope="class") + def models(self): + return { + "my_model_contract_sql_header.sql": my_model_contract_sql_header_sql, + "constraints_schema.yml": model_contract_header_schema_yml, + } + + +class BaseIncrementalContractSqlHeader(BaseContractSqlHeader): + @pytest.fixture(scope="class") + def models(self): + return { + "my_model_contract_sql_header.sql": my_model_incremental_contract_sql_header_sql, + "constraints_schema.yml": model_contract_header_schema_yml, + } + + +class TestTableContractSqlHeader(BaseTableContractSqlHeader): + pass + + +class TestIncrementalContractSqlHeader(BaseIncrementalContractSqlHeader): + pass + + class BaseModelConstraintsRuntimeEnforcement: """ These model-level constraints pass muster for dbt's preflight checks. Make sure they're @@ -368,7 +432,8 @@ class BaseModelConstraintsRuntimeEnforcement: @pytest.fixture(scope="class") def models(self): return { - "my_model.sql": my_model_sql, + "my_model.sql": my_model_wrong_order_depends_on_fk_sql, + "foreign_key_model.sql": foreign_key_model_sql, "constraints_schema.yml": constrained_model_schema_yml, } @@ -379,9 +444,11 @@ def expected_sql(self): id integer not null, color text, date_day text, - check (id > 0), + check ((id > 0)), + check (id >= 1), primary key (id), - constraint strange_uniqueness_requirement unique (color, date_day) + constraint strange_uniqueness_requirement unique (color, date_day), + foreign key (id) references (id) ) ; insert into ( id , @@ -395,25 +462,71 @@ def expected_sql(self): date_day from ( + -- depends_on: select - 1 as id, 'blue' as color, + 1 as id, '2019-01-01' as date_day ) as model_subq ); """ def test__model_constraints_ddl(self, project, expected_sql): - results = run_dbt(["run", "-s", "my_model"]) - assert len(results) == 1 + unformatted_constraint_schema_yml = read_file("models", "constraints_schema.yml") + write_file( + unformatted_constraint_schema_yml.format(schema=project.test_schema), + "models", + "constraints_schema.yml", + ) + + results = run_dbt(["run", "-s", "+my_model"]) + # assert at least my_model was run - additional upstreams may or may not be provided to the test setup via models fixture + assert len(results) >= 1 generated_sql = read_file("target", "run", "test", "models", "my_model.sql") - generated_sql_list = _normalize_whitespace(generated_sql).split(" ") - generated_sql_list = [ - "" if "my_model" in s else s for s in generated_sql_list - ] - generated_sql_generic = " ".join(generated_sql_list) - assert _normalize_whitespace(expected_sql) == generated_sql_generic + + generated_sql_generic = _find_and_replace(generated_sql, "my_model", "") + generated_sql_generic = _find_and_replace( + generated_sql_generic, "foreign_key_model", "" + ) + + assert _normalize_whitespace(expected_sql) == _normalize_whitespace(generated_sql_generic) class TestModelConstraintsRuntimeEnforcement(BaseModelConstraintsRuntimeEnforcement): pass + + +class BaseConstraintQuotedColumn(BaseConstraintsRuntimeDdlEnforcement): + @pytest.fixture(scope="class") + def models(self): + return { + "my_model.sql": my_model_with_quoted_column_name_sql, + "constraints_schema.yml": model_quoted_column_schema_yml, + } + + @pytest.fixture(scope="class") + def expected_sql(self): + return """ +create table ( + id integer not null, + "from" text not null, + date_day text, + check (("from" = 'blue')) +) ; +insert into ( + id, "from", date_day +) +( + select id, "from", date_day + from ( + select + 'blue' as "from", + 1 as id, + '2019-01-01' as date_day + ) as model_subq +); +""" + + +class TestConstraintQuotedColumn(BaseConstraintQuotedColumn): + pass diff --git a/tests/adapter/dbt/tests/adapter/dbt_clone/fixtures.py b/tests/adapter/dbt/tests/adapter/dbt_clone/fixtures.py new file mode 100644 index 00000000000..aa1d9bf80b2 --- /dev/null +++ b/tests/adapter/dbt/tests/adapter/dbt_clone/fixtures.py @@ -0,0 +1,106 @@ +seed_csv = """id,name +1,Alice +2,Bob +""" + +table_model_sql = """ +{{ config(materialized='table') }} +select * from {{ ref('ephemeral_model') }} + +-- establish a macro dependency to trigger state:modified.macros +-- depends on: {{ my_macro() }} +""" + +view_model_sql = """ +select * from {{ ref('seed') }} + +-- establish a macro dependency that trips infinite recursion if not handled +-- depends on: {{ my_infinitely_recursive_macro() }} +""" + +ephemeral_model_sql = """ +{{ config(materialized='ephemeral') }} +select * from {{ ref('view_model') }} +""" + +exposures_yml = """ +version: 2 +exposures: + - name: my_exposure + type: application + depends_on: + - ref('view_model') + owner: + email: test@example.com +""" + +schema_yml = """ +version: 2 +models: + - name: view_model + columns: + - name: id + tests: + - unique: + severity: error + - not_null + - name: name +""" + +get_schema_name_sql = """ +{% macro generate_schema_name(custom_schema_name, node) -%} + {%- set default_schema = target.schema -%} + {%- if custom_schema_name is not none -%} + {{ return(default_schema ~ '_' ~ custom_schema_name|trim) }} + -- put seeds into a separate schema in "prod", to verify that cloning in "dev" still works + {%- elif target.name == 'default' and node.resource_type == 'seed' -%} + {{ return(default_schema ~ '_' ~ 'seeds') }} + {%- else -%} + {{ return(default_schema) }} + {%- endif -%} +{%- endmacro %} +""" + +snapshot_sql = """ +{% snapshot my_cool_snapshot %} + + {{ + config( + target_database=database, + target_schema=schema, + unique_key='id', + strategy='check', + check_cols=['id'], + ) + }} + select * from {{ ref('view_model') }} + +{% endsnapshot %} +""" +macros_sql = """ +{% macro my_macro() %} + {% do log('in a macro' ) %} +{% endmacro %} +""" + +infinite_macros_sql = """ +{# trigger infinite recursion if not handled #} + +{% macro my_infinitely_recursive_macro() %} + {{ return(adapter.dispatch('my_infinitely_recursive_macro')()) }} +{% endmacro %} + +{% macro default__my_infinitely_recursive_macro() %} + {% if unmet_condition %} + {{ my_infinitely_recursive_macro() }} + {% else %} + {{ return('') }} + {% endif %} +{% endmacro %} +""" + +custom_can_clone_tables_false_macros_sql = """ +{% macro can_clone_table() %} + {{ return(False) }} +{% endmacro %} +""" diff --git a/tests/adapter/dbt/tests/adapter/dbt_clone/test_dbt_clone.py b/tests/adapter/dbt/tests/adapter/dbt_clone/test_dbt_clone.py new file mode 100644 index 00000000000..a7d1c6cd400 --- /dev/null +++ b/tests/adapter/dbt/tests/adapter/dbt_clone/test_dbt_clone.py @@ -0,0 +1,217 @@ +import pytest +import os +import shutil +from copy import deepcopy +from collections import Counter +from dbt.exceptions import DbtRuntimeError +from dbt.tests.util import run_dbt +from dbt.tests.adapter.dbt_clone.fixtures import ( + seed_csv, + table_model_sql, + view_model_sql, + ephemeral_model_sql, + exposures_yml, + schema_yml, + snapshot_sql, + get_schema_name_sql, + macros_sql, + infinite_macros_sql, + custom_can_clone_tables_false_macros_sql, +) + + +class BaseClone: + @pytest.fixture(scope="class") + def models(self): + return { + "table_model.sql": table_model_sql, + "view_model.sql": view_model_sql, + "ephemeral_model.sql": ephemeral_model_sql, + "schema.yml": schema_yml, + "exposures.yml": exposures_yml, + } + + @pytest.fixture(scope="class") + def macros(self): + return { + "macros.sql": macros_sql, + "infinite_macros.sql": infinite_macros_sql, + "get_schema_name.sql": get_schema_name_sql, + } + + @pytest.fixture(scope="class") + def seeds(self): + return { + "seed.csv": seed_csv, + } + + @pytest.fixture(scope="class") + def snapshots(self): + return { + "snapshot.sql": snapshot_sql, + } + + @pytest.fixture(scope="class") + def other_schema(self, unique_schema): + return unique_schema + "_other" + + @property + def project_config_update(self): + return { + "seeds": { + "test": { + "quote_columns": False, + } + } + } + + @pytest.fixture(scope="class") + def profiles_config_update(self, dbt_profile_target, unique_schema, other_schema): + outputs = {"default": dbt_profile_target, "otherschema": deepcopy(dbt_profile_target)} + outputs["default"]["schema"] = unique_schema + outputs["otherschema"]["schema"] = other_schema + return {"test": {"outputs": outputs, "target": "default"}} + + def copy_state(self, project_root): + state_path = os.path.join(project_root, "state") + if not os.path.exists(state_path): + os.makedirs(state_path) + shutil.copyfile( + f"{project_root}/target/manifest.json", f"{project_root}/state/manifest.json" + ) + + def run_and_save_state(self, project_root, with_snapshot=False): + results = run_dbt(["seed"]) + assert len(results) == 1 + assert not any(r.node.deferred for r in results) + results = run_dbt(["run"]) + assert len(results) == 2 + assert not any(r.node.deferred for r in results) + results = run_dbt(["test"]) + assert len(results) == 2 + + if with_snapshot: + results = run_dbt(["snapshot"]) + assert len(results) == 1 + assert not any(r.node.deferred for r in results) + + # copy files + self.copy_state(project_root) + + +# -- Below we define base classes for tests you import the one based on if your adapter uses dbt clone or not -- +class BaseClonePossible(BaseClone): + def test_can_clone_true(self, project, unique_schema, other_schema): + project.create_test_schema(other_schema) + self.run_and_save_state(project.project_root, with_snapshot=True) + + clone_args = [ + "clone", + "--state", + "state", + "--target", + "otherschema", + ] + + results = run_dbt(clone_args) + assert len(results) == 4 + + schema_relations = project.adapter.list_relations( + database=project.database, schema=other_schema + ) + types = [r.type for r in schema_relations] + count_types = Counter(types) + assert count_types == Counter({"table": 3, "view": 1}) + + # objects already exist, so this is a no-op + results = run_dbt(clone_args) + assert len(results) == 4 + assert all("no-op" in r.message.lower() for r in results) + + # recreate all objects + results = run_dbt([*clone_args, "--full-refresh"]) + assert len(results) == 4 + + # select only models this time + results = run_dbt([*clone_args, "--resource-type", "model"]) + assert len(results) == 2 + assert all("no-op" in r.message.lower() for r in results) + + def test_clone_no_state(self, project, unique_schema, other_schema): + project.create_test_schema(other_schema) + self.run_and_save_state(project.project_root, with_snapshot=True) + + clone_args = [ + "clone", + "--target", + "otherschema", + ] + + with pytest.raises( + DbtRuntimeError, + match="--state or --defer-state are required for deferral, but neither was provided", + ): + run_dbt(clone_args) + + +class BaseCloneNotPossible(BaseClone): + @pytest.fixture(scope="class") + def macros(self): + return { + "macros.sql": macros_sql, + "my_can_clone_tables.sql": custom_can_clone_tables_false_macros_sql, + "infinite_macros.sql": infinite_macros_sql, + "get_schema_name.sql": get_schema_name_sql, + } + + def test_can_clone_false(self, project, unique_schema, other_schema): + project.create_test_schema(other_schema) + self.run_and_save_state(project.project_root, with_snapshot=True) + + clone_args = [ + "clone", + "--state", + "state", + "--target", + "otherschema", + ] + + results = run_dbt(clone_args) + assert len(results) == 4 + + schema_relations = project.adapter.list_relations( + database=project.database, schema=other_schema + ) + assert all(r.type == "view" for r in schema_relations) + + # objects already exist, so this is a no-op + results = run_dbt(clone_args) + assert len(results) == 4 + assert all("no-op" in r.message.lower() for r in results) + + # recreate all objects + results = run_dbt([*clone_args, "--full-refresh"]) + assert len(results) == 4 + + # select only models this time + results = run_dbt([*clone_args, "--resource-type", "model"]) + assert len(results) == 2 + assert all("no-op" in r.message.lower() for r in results) + + +class TestPostgresCloneNotPossible(BaseCloneNotPossible): + @pytest.fixture(autouse=True) + def clean_up(self, project): + yield + with project.adapter.connection_named("__test"): + relation = project.adapter.Relation.create( + database=project.database, schema=f"{project.test_schema}_seeds" + ) + project.adapter.drop_schema(relation) + + relation = project.adapter.Relation.create( + database=project.database, schema=project.test_schema + ) + project.adapter.drop_schema(relation) + + pass diff --git a/tests/adapter/dbt/tests/adapter/dbt_debug/test_dbt_debug.py b/tests/adapter/dbt/tests/adapter/dbt_debug/test_dbt_debug.py index eb973b91728..3ad39e9c2ab 100644 --- a/tests/adapter/dbt/tests/adapter/dbt_debug/test_dbt_debug.py +++ b/tests/adapter/dbt/tests/adapter/dbt_debug/test_dbt_debug.py @@ -4,7 +4,7 @@ import yaml from dbt.cli.exceptions import DbtUsageException -from dbt.tests.util import run_dbt +from dbt.tests.util import run_dbt, run_dbt_and_capture MODELS__MODEL_SQL = """ seled 1 as id @@ -51,6 +51,24 @@ def test_ok(self, project): run_dbt(["debug"]) assert "ERROR" not in self.capsys.readouterr().out + def test_connection_flag(self, project): + """Testing that the --connection flag works as expected, including that output is not lost""" + _, out = run_dbt_and_capture(["debug", "--connection"]) + assert "Skipping steps before connection verification" in out + + _, out = run_dbt_and_capture( + ["debug", "--connection", "--target", "NONE"], expect_pass=False + ) + assert "1 check failed" in out + assert "The profile 'test' does not have a target named 'NONE'." in out + + _, out = run_dbt_and_capture( + ["debug", "--connection", "--profiles-dir", "NONE"], expect_pass=False + ) + assert "Using profiles dir at NONE" + assert "1 check failed" in out + assert "dbt looked for a profiles.yml file in NONE" in out + def test_nopass(self, project): run_dbt(["debug", "--target", "nopass"], expect_pass=False) self.assertGotValue(re.compile(r"\s+profiles\.yml file"), "ERROR invalid") @@ -100,3 +118,10 @@ def test_invalid_project_outside_current_dir(self, project): run_dbt(["debug", "--project-dir", "custom"], expect_pass=False) splitout = self.capsys.readouterr().out.split("\n") self.check_project(splitout) + + def test_profile_not_found(self, project): + _, out = run_dbt_and_capture( + ["debug", "--connection", "--profile", "NONE"], expect_pass=False + ) + assert "Profile loading failed for the following reason" in out + assert "Could not find profile named 'NONE'" in out diff --git a/tests/adapter/dbt/tests/adapter/hooks/data/seed_model.sql b/tests/adapter/dbt/tests/adapter/hooks/data/seed_model.sql index 129f2a0c679..af63d56b4f8 100644 --- a/tests/adapter/dbt/tests/adapter/hooks/data/seed_model.sql +++ b/tests/adapter/dbt/tests/adapter/hooks/data/seed_model.sql @@ -12,5 +12,6 @@ create table {schema}.on_model_hook ( target_pass TEXT, target_threads INTEGER, run_started_at TEXT, - invocation_id TEXT + invocation_id TEXT, + thread_id TEXT ); diff --git a/tests/adapter/dbt/tests/adapter/hooks/data/seed_run.sql b/tests/adapter/dbt/tests/adapter/hooks/data/seed_run.sql index ee8170c3540..9872df46170 100644 --- a/tests/adapter/dbt/tests/adapter/hooks/data/seed_run.sql +++ b/tests/adapter/dbt/tests/adapter/hooks/data/seed_run.sql @@ -12,5 +12,6 @@ create table {schema}.on_run_hook ( target_pass TEXT, target_threads INTEGER, run_started_at TEXT, - invocation_id TEXT + invocation_id TEXT, + thread_id TEXT ); diff --git a/tests/adapter/dbt/tests/adapter/hooks/fixtures.py b/tests/adapter/dbt/tests/adapter/hooks/fixtures.py index 8351ad6e069..1fd3962614e 100644 --- a/tests/adapter/dbt/tests/adapter/hooks/fixtures.py +++ b/tests/adapter/dbt/tests/adapter/hooks/fixtures.py @@ -40,7 +40,8 @@ target_pass, target_threads, run_started_at, - invocation_id + invocation_id, + thread_id ) VALUES ( '{{ state }}', '{{ target.dbname }}', @@ -52,7 +53,8 @@ '{{ target.get("pass", "") }}', {{ target.threads }}, '{{ run_started_at }}', - '{{ invocation_id }}' + '{{ invocation_id }}', + '{{ thread_id }}' ) {% endmacro %} @@ -83,7 +85,8 @@ target_pass,\ target_threads,\ run_started_at,\ - invocation_id + invocation_id,\ + thread_id ) VALUES (\ 'start',\ '{{ target.dbname }}',\ @@ -95,7 +98,8 @@ '{{ target.get(\\"pass\\", \\"\\") }}',\ {{ target.threads }},\ '{{ run_started_at }}',\ - '{{ invocation_id }}'\ + '{{ invocation_id }}',\ + '{{ thread_id }}'\ )", "post-hook": "\ insert into {{this.schema}}.on_model_hook (\ @@ -109,7 +113,9 @@ target_pass,\ target_threads,\ run_started_at,\ - invocation_id + invocation_id,\ + thread_id + ) VALUES (\ 'end',\ '{{ target.dbname }}',\ @@ -121,7 +127,8 @@ '{{ target.get(\\"pass\\", \\"\\") }}',\ {{ target.threads }},\ '{{ run_started_at }}',\ - '{{ invocation_id }}'\ + '{{ invocation_id }}',\ + '{{ thread_id }}'\ )" }) }} @@ -144,7 +151,8 @@ target_pass,\ target_threads,\ run_started_at,\ - invocation_id + invocation_id,\ + thread_id ) VALUES (\ 'start',\ '{{ target.dbname }}',\ @@ -156,7 +164,8 @@ '{{ target.get(\\"pass\\", \\"\\") }}',\ {{ target.threads }},\ '{{ run_started_at }}',\ - '{{ invocation_id }}' + '{{ invocation_id }}',\ + '{{ thread_id }}' )", "pre-hook": "\ insert into {{this.schema}}.on_model_hook (\ @@ -170,7 +179,8 @@ target_pass,\ target_threads,\ run_started_at,\ - invocation_id + invocation_id,\ + thread_id ) VALUES (\ 'start',\ '{{ target.dbname }}',\ @@ -182,7 +192,8 @@ '{{ target.get(\\"pass\\", \\"\\") }}',\ {{ target.threads }},\ '{{ run_started_at }}',\ - '{{ invocation_id }}' + '{{ invocation_id }}',\ + '{{ thread_id }}' )", "post-hook": "\ insert into {{this.schema}}.on_model_hook (\ @@ -196,7 +207,8 @@ target_pass,\ target_threads,\ run_started_at,\ - invocation_id + invocation_id,\ + thread_id ) VALUES (\ 'end',\ '{{ target.dbname }}',\ @@ -208,7 +220,8 @@ '{{ target.get(\\"pass\\", \\"\\") }}',\ {{ target.threads }},\ '{{ run_started_at }}',\ - '{{ invocation_id }}'\ + '{{ invocation_id }}',\ + '{{ thread_id }}'\ )" }) }} @@ -231,7 +244,8 @@ target_pass,\ target_threads,\ run_started_at,\ - invocation_id + invocation_id,\ + thread_id ) VALUES (\ 'start',\ '{{ target.dbname }}',\ @@ -243,7 +257,8 @@ '{{ target.get(\\"pass\\", \\"\\") }}',\ {{ target.threads }},\ '{{ run_started_at }}',\ - '{{ invocation_id }}'\ + '{{ invocation_id }}',\ + '{{ thread_id }}'\ )", post_hook="\ insert into {{this.schema}}.on_model_hook (\ @@ -257,7 +272,8 @@ target_pass,\ target_threads,\ run_started_at,\ - invocation_id\ + invocation_id,\ + thread_id\ ) VALUES (\ 'end',\ '{{ target.dbname }}',\ @@ -269,7 +285,8 @@ '{{ target.get(\\"pass\\", \\"\\") }}',\ {{ target.threads }},\ '{{ run_started_at }}',\ - '{{ invocation_id }}'\ + '{{ invocation_id }}',\ + '{{ thread_id }}'\ )" ) }} @@ -292,7 +309,8 @@ '{{ target.get(\\"pass\\", \\"\\") }}' as target_pass,\ {{ target.threads }} as target_threads,\ '{{ run_started_at }}' as run_started_at,\ - '{{ invocation_id }}' as invocation_id + '{{ invocation_id }}' as invocation_id,\ + '{{ thread_id }}' as thread_id from {{ ref('pre') }}\ " }) diff --git a/tests/adapter/dbt/tests/adapter/hooks/test_model_hooks.py b/tests/adapter/dbt/tests/adapter/hooks/test_model_hooks.py index 994106c4071..73995be3b33 100644 --- a/tests/adapter/dbt/tests/adapter/hooks/test_model_hooks.py +++ b/tests/adapter/dbt/tests/adapter/hooks/test_model_hooks.py @@ -35,7 +35,8 @@ target_pass, target_threads, run_started_at, - invocation_id + invocation_id, + thread_id ) VALUES ( 'start', '{{ target.dbname }}', @@ -47,7 +48,8 @@ '{{ target.get("pass", "") }}', {{ target.threads }}, '{{ run_started_at }}', - '{{ invocation_id }}' + '{{ invocation_id }}', + '{{ thread_id }}' ) """ @@ -63,7 +65,8 @@ target_pass, target_threads, run_started_at, - invocation_id + invocation_id, + thread_id ) VALUES ( 'end', '{{ target.dbname }}', @@ -75,7 +78,8 @@ '{{ target.get("pass", "") }}', {{ target.threads }}, '{{ run_started_at }}', - '{{ invocation_id }}' + '{{ invocation_id }}', + '{{ thread_id }}' ) """ @@ -98,6 +102,7 @@ def get_ctx_vars(self, state, count, project): "target_pass", "run_started_at", "invocation_id", + "thread_id", ] field_list = ", ".join(['"{}"'.format(f) for f in fields]) query = f"select {field_list} from {project.test_schema}.on_model_hook where test_state = '{state}'" @@ -127,6 +132,7 @@ def check_hooks(self, state, project, host, count=1): assert ( ctx["invocation_id"] is not None and len(ctx["invocation_id"]) > 0 ), "invocation_id was not set" + assert ctx["thread_id"].startswith("Thread-") class TestPrePostModelHooks(BaseTestPrePost): @@ -204,7 +210,8 @@ def project_config_update(self): '{{ target.get(pass, "") }}' as target_pass, {{ target.threads }} as target_threads, '{{ run_started_at }}' as run_started_at, - '{{ invocation_id }}' as invocation_id + '{{ invocation_id }}' as invocation_id, + '{{ thread_id }}' as thread_id from {{ ref('post') }}""".strip() ], } diff --git a/tests/adapter/dbt/tests/adapter/hooks/test_run_hooks.py b/tests/adapter/dbt/tests/adapter/hooks/test_run_hooks.py index 910d1ad7f98..e508d152450 100644 --- a/tests/adapter/dbt/tests/adapter/hooks/test_run_hooks.py +++ b/tests/adapter/dbt/tests/adapter/hooks/test_run_hooks.py @@ -77,6 +77,7 @@ def get_ctx_vars(self, state, project): "target_pass", "run_started_at", "invocation_id", + "thread_id", ] field_list = ", ".join(['"{}"'.format(f) for f in fields]) query = f"select {field_list} from {project.test_schema}.on_run_hook where test_state = '{state}'" @@ -119,6 +120,7 @@ def check_hooks(self, state, project, host): assert ( ctx["invocation_id"] is not None and len(ctx["invocation_id"]) > 0 ), "invocation_id was not set" + assert ctx["thread_id"].startswith("Thread-") or ctx["thread_id"] == "MainThread" def test_pre_and_post_run_hooks(self, setUp, project, dbt_profile_target): run_dbt(["run"]) diff --git a/tests/adapter/dbt/tests/adapter/materialized_view/basic.py b/tests/adapter/dbt/tests/adapter/materialized_view/basic.py new file mode 100644 index 00000000000..ec90d503650 --- /dev/null +++ b/tests/adapter/dbt/tests/adapter/materialized_view/basic.py @@ -0,0 +1,242 @@ +from typing import Optional, Tuple + +import pytest + +from dbt.adapters.base.relation import BaseRelation +from dbt.contracts.relation import RelationType +from dbt.tests.util import ( + assert_message_in_logs, + get_model_file, + run_dbt, + run_dbt_and_capture, + set_model_file, +) + +from dbt.tests.adapter.materialized_view.files import ( + MY_MATERIALIZED_VIEW, + MY_SEED, + MY_TABLE, + MY_VIEW, +) + + +class MaterializedViewBasic: + """ + Tests basic functionality: + + - create + - idempotent create + - full refresh + - materialized views can replace table/view + - table/view can replace materialized views + - the object is an actual materialized view, not a traditional view + """ + + """ + Configure these + """ + + @staticmethod + def insert_record(project, table: BaseRelation, record: Tuple[int, int]): + raise NotImplementedError( + "To use this test, please implement `insert_record`, inherited from `MaterializedViewsBasic`." + ) + + @staticmethod + def refresh_materialized_view(project, materialized_view: BaseRelation): + raise NotImplementedError( + "To use this test, please implement `refresh_materialized_view`, inherited from `MaterializedViewsBasic`." + ) + + @staticmethod + def query_row_count(project, relation: BaseRelation) -> int: + raise NotImplementedError( + "To use this test, please implement `query_row_count`, inherited from `MaterializedViewsBasic`." + ) + + @staticmethod + def query_relation_type(project, relation: BaseRelation) -> Optional[str]: + raise NotImplementedError( + "To use this test, please implement `query_relation_type`, inherited from `MaterializedViewsBasic`." + ) + + """ + Configure these if needed + """ + + @pytest.fixture(scope="class", autouse=True) + def seeds(self): + return {"my_seed.csv": MY_SEED} + + @pytest.fixture(scope="class", autouse=True) + def models(self): + yield { + "my_table.sql": MY_TABLE, + "my_view.sql": MY_VIEW, + "my_materialized_view.sql": MY_MATERIALIZED_VIEW, + } + + """ + Don't configure these unless absolutely necessary + """ + + @pytest.fixture(scope="class") + def my_materialized_view(self, project) -> BaseRelation: + return project.adapter.Relation.create( + identifier="my_materialized_view", + schema=project.test_schema, + database=project.database, + type=RelationType.MaterializedView, + ) + + @pytest.fixture(scope="class") + def my_view(self, project) -> BaseRelation: + return project.adapter.Relation.create( + identifier="my_view", + schema=project.test_schema, + database=project.database, + type=RelationType.View, + ) + + @pytest.fixture(scope="class") + def my_table(self, project) -> BaseRelation: + return project.adapter.Relation.create( + identifier="my_table", + schema=project.test_schema, + database=project.database, + type=RelationType.Table, + ) + + @pytest.fixture(scope="class") + def my_seed(self, project) -> BaseRelation: + return project.adapter.Relation.create( + identifier="my_seed", + schema=project.test_schema, + database=project.database, + type=RelationType.Table, + ) + + @staticmethod + def swap_table_to_materialized_view(project, table): + initial_model = get_model_file(project, table) + new_model = initial_model.replace( + "materialized='table'", "materialized='materialized_view'" + ) + set_model_file(project, table, new_model) + + @staticmethod + def swap_view_to_materialized_view(project, view): + initial_model = get_model_file(project, view) + new_model = initial_model.replace( + "materialized='view'", "materialized='materialized_view'" + ) + set_model_file(project, view, new_model) + + @staticmethod + def swap_materialized_view_to_table(project, materialized_view): + initial_model = get_model_file(project, materialized_view) + new_model = initial_model.replace( + "materialized='materialized_view'", "materialized='table'" + ) + set_model_file(project, materialized_view, new_model) + + @staticmethod + def swap_materialized_view_to_view(project, materialized_view): + initial_model = get_model_file(project, materialized_view) + new_model = initial_model.replace( + "materialized='materialized_view'", "materialized='view'" + ) + set_model_file(project, materialized_view, new_model) + + @pytest.fixture(scope="function", autouse=True) + def setup(self, project, my_materialized_view): + + run_dbt(["seed"]) + run_dbt(["run", "--models", my_materialized_view.identifier, "--full-refresh"]) + + # the tests touch these files, store their contents in memory + initial_model = get_model_file(project, my_materialized_view) + + yield + + # and then reset them after the test runs + set_model_file(project, my_materialized_view, initial_model) + project.run_sql(f"drop schema if exists {project.test_schema} cascade") + + def test_materialized_view_create(self, project, my_materialized_view): + # setup creates it; verify it's there + assert self.query_relation_type(project, my_materialized_view) == "materialized_view" + + def test_materialized_view_create_idempotent(self, project, my_materialized_view): + # setup creates it once; verify it's there and run once + assert self.query_relation_type(project, my_materialized_view) == "materialized_view" + run_dbt(["run", "--models", my_materialized_view.identifier]) + assert self.query_relation_type(project, my_materialized_view) == "materialized_view" + + def test_materialized_view_full_refresh(self, project, my_materialized_view): + _, logs = run_dbt_and_capture( + ["--debug", "run", "--models", my_materialized_view.identifier, "--full-refresh"] + ) + assert self.query_relation_type(project, my_materialized_view) == "materialized_view" + assert_message_in_logs(f"Applying REPLACE to: {my_materialized_view}", logs) + + def test_materialized_view_replaces_table(self, project, my_table): + run_dbt(["run", "--models", my_table.identifier]) + assert self.query_relation_type(project, my_table) == "table" + + self.swap_table_to_materialized_view(project, my_table) + + run_dbt(["run", "--models", my_table.identifier]) + assert self.query_relation_type(project, my_table) == "materialized_view" + + def test_materialized_view_replaces_view(self, project, my_view): + run_dbt(["run", "--models", my_view.identifier]) + assert self.query_relation_type(project, my_view) == "view" + + self.swap_view_to_materialized_view(project, my_view) + + run_dbt(["run", "--models", my_view.identifier]) + assert self.query_relation_type(project, my_view) == "materialized_view" + + def test_table_replaces_materialized_view(self, project, my_materialized_view): + run_dbt(["run", "--models", my_materialized_view.identifier]) + assert self.query_relation_type(project, my_materialized_view) == "materialized_view" + + self.swap_materialized_view_to_table(project, my_materialized_view) + + run_dbt(["run", "--models", my_materialized_view.identifier]) + assert self.query_relation_type(project, my_materialized_view) == "table" + + def test_view_replaces_materialized_view(self, project, my_materialized_view): + run_dbt(["run", "--models", my_materialized_view.identifier]) + assert self.query_relation_type(project, my_materialized_view) == "materialized_view" + + self.swap_materialized_view_to_view(project, my_materialized_view) + + run_dbt(["run", "--models", my_materialized_view.identifier]) + assert self.query_relation_type(project, my_materialized_view) == "view" + + def test_materialized_view_only_updates_after_refresh( + self, project, my_materialized_view, my_seed + ): + # poll database + table_start = self.query_row_count(project, my_seed) + view_start = self.query_row_count(project, my_materialized_view) + + # insert new record in table + self.insert_record(project, my_seed, (4, 400)) + + # poll database + table_mid = self.query_row_count(project, my_seed) + view_mid = self.query_row_count(project, my_materialized_view) + + # refresh the materialized view + self.refresh_materialized_view(project, my_materialized_view) + + # poll database + table_end = self.query_row_count(project, my_seed) + view_end = self.query_row_count(project, my_materialized_view) + + # new records were inserted in the table but didn't show up in the view until it was refreshed + assert table_start < table_mid == table_end + assert view_start == view_mid < view_end diff --git a/tests/adapter/dbt/tests/adapter/materialized_view/changes.py b/tests/adapter/dbt/tests/adapter/materialized_view/changes.py new file mode 100644 index 00000000000..5fc933fbe0d --- /dev/null +++ b/tests/adapter/dbt/tests/adapter/materialized_view/changes.py @@ -0,0 +1,264 @@ +from typing import Optional + +import pytest + +from dbt.adapters.base.relation import BaseRelation +from dbt.contracts.graph.model_config import OnConfigurationChangeOption +from dbt.contracts.relation import RelationType +from dbt.tests.util import ( + assert_message_in_logs, + get_model_file, + run_dbt, + run_dbt_and_capture, + set_model_file, +) + +from dbt.tests.adapter.materialized_view.files import ( + MY_MATERIALIZED_VIEW, + MY_SEED, +) + + +class MaterializedViewChanges: + """ + Tests change management functionality: + + - apply small changes via alter + - apply large changes via replace + - small changes will not be made if full refresh is also happening + - continue if changes detected and configured to continue + - full refresh is available even if changes are detected and configured to continue + - fail if changes are detected and configured to fail + - full refresh is available even if changes are detected and configured to fail + + To use this class, subclass it and configure it in the adapter. Then create a test class + that inherits both from the adapter's subclass and one of the mixins below. This avoids needing to + configure this class three times. + """ + + """ + Configure these + """ + + @staticmethod + def check_start_state(project, materialized_view): + """ + Check the starting state; this should align with `files.MY_MATERIALIZED_VIEW`. + """ + raise NotImplementedError( + "To use this test, please implement `check_start_state`," + " inherited from `MaterializedViewsChanges`." + ) + + @staticmethod + def change_config_via_alter(project, materialized_view): + """ + Should be a change that can be applied without dropping the materialized view + + If there are no such changes, inherit the corresponding tests and mark them with + `@pytest.mark.skip()`. + """ + pass + + @staticmethod + def check_state_alter_change_is_applied(project, materialized_view): + """ + Verify that the changes in `change_config_via_alter` were applied. + """ + raise NotImplementedError( + "To use this test, please implement `change_config_via_alter` and" + " `check_state_alter_change_is_applied`," + " inherited from `MaterializedViewsChanges`." + ) + + @staticmethod + def change_config_via_replace(project, materialized_view): + """ + Should be a change that will trigger dropping the materialized view + + If there are no such changes, inherit the corresponding tests and mark them with + `@pytest.mark.skip()`. + """ + pass + + @staticmethod + def check_state_replace_change_is_applied(project, materialized_view): + """ + Verify that the changes in `change_config_via_replace` were applied. + This is independent of `check_state_alter_change_is_applied`. + """ + raise NotImplementedError( + "To use this test, please implement `change_config_via_replace` and" + " `check_state_replace_change_is_applied`," + " inherited from `MaterializedViewsChanges`." + ) + + @staticmethod + def query_relation_type(project, relation: BaseRelation) -> Optional[str]: + raise NotImplementedError( + "To use this test, please implement `query_relation_type`, inherited from `MaterializedViewsChanges`." + ) + + """ + Configure these if needed + """ + + @pytest.fixture(scope="class", autouse=True) + def seeds(self): + yield {"my_seed.csv": MY_SEED} + + @pytest.fixture(scope="class", autouse=True) + def models(self): + yield {"my_materialized_view.sql": MY_MATERIALIZED_VIEW} + + """ + Don't configure these unless absolutely necessary + """ + + @pytest.fixture(scope="class") + def my_materialized_view(self, project) -> BaseRelation: + return project.adapter.Relation.create( + identifier="my_materialized_view", + schema=project.test_schema, + database=project.database, + type=RelationType.MaterializedView, + ) + + @pytest.fixture(scope="function", autouse=True) + def setup(self, project, my_materialized_view): + + # make sure the model in the data reflects the files each time + run_dbt(["seed"]) + run_dbt(["run", "--models", my_materialized_view.identifier, "--full-refresh"]) + + # the tests touch these files, store their contents in memory + initial_model = get_model_file(project, my_materialized_view) + + yield + + # and then reset them after the test runs + set_model_file(project, my_materialized_view, initial_model) + + # ensure clean slate each method + project.run_sql(f"drop schema if exists {project.test_schema} cascade") + + def test_full_refresh_occurs_with_changes(self, project, my_materialized_view): + self.change_config_via_alter(project, my_materialized_view) + self.change_config_via_replace(project, my_materialized_view) + _, logs = run_dbt_and_capture( + ["--debug", "run", "--models", my_materialized_view.identifier, "--full-refresh"] + ) + assert self.query_relation_type(project, my_materialized_view) == "materialized_view" + assert_message_in_logs(f"Applying ALTER to: {my_materialized_view}", logs, False) + assert_message_in_logs(f"Applying REPLACE to: {my_materialized_view}", logs) + + +class MaterializedViewChangesApplyMixin: + @pytest.fixture(scope="class") + def project_config_update(self): + return {"models": {"on_configuration_change": OnConfigurationChangeOption.Apply.value}} + + def test_change_is_applied_via_alter(self, project, my_materialized_view): + self.check_start_state(project, my_materialized_view) + + self.change_config_via_alter(project, my_materialized_view) + _, logs = run_dbt_and_capture(["--debug", "run", "--models", my_materialized_view.name]) + + self.check_state_alter_change_is_applied(project, my_materialized_view) + + assert_message_in_logs(f"Applying ALTER to: {my_materialized_view}", logs) + assert_message_in_logs(f"Applying REPLACE to: {my_materialized_view}", logs, False) + + def test_change_is_applied_via_replace(self, project, my_materialized_view): + self.check_start_state(project, my_materialized_view) + + self.change_config_via_alter(project, my_materialized_view) + self.change_config_via_replace(project, my_materialized_view) + _, logs = run_dbt_and_capture(["--debug", "run", "--models", my_materialized_view.name]) + + self.check_state_alter_change_is_applied(project, my_materialized_view) + self.check_state_replace_change_is_applied(project, my_materialized_view) + + assert_message_in_logs(f"Applying REPLACE to: {my_materialized_view}", logs) + + +class MaterializedViewChangesContinueMixin: + @pytest.fixture(scope="class") + def project_config_update(self): + return {"models": {"on_configuration_change": OnConfigurationChangeOption.Continue.value}} + + def test_change_is_not_applied_via_alter(self, project, my_materialized_view): + self.check_start_state(project, my_materialized_view) + + self.change_config_via_alter(project, my_materialized_view) + _, logs = run_dbt_and_capture(["--debug", "run", "--models", my_materialized_view.name]) + + self.check_start_state(project, my_materialized_view) + + assert_message_in_logs( + f"Configuration changes were identified and `on_configuration_change` was set" + f" to `continue` for `{my_materialized_view}`", + logs, + ) + assert_message_in_logs(f"Applying ALTER to: {my_materialized_view}", logs, False) + assert_message_in_logs(f"Applying REPLACE to: {my_materialized_view}", logs, False) + + def test_change_is_not_applied_via_replace(self, project, my_materialized_view): + self.check_start_state(project, my_materialized_view) + + self.change_config_via_alter(project, my_materialized_view) + self.change_config_via_replace(project, my_materialized_view) + _, logs = run_dbt_and_capture(["--debug", "run", "--models", my_materialized_view.name]) + + self.check_start_state(project, my_materialized_view) + + assert_message_in_logs( + f"Configuration changes were identified and `on_configuration_change` was set" + f" to `continue` for `{my_materialized_view}`", + logs, + ) + assert_message_in_logs(f"Applying ALTER to: {my_materialized_view}", logs, False) + assert_message_in_logs(f"Applying REPLACE to: {my_materialized_view}", logs, False) + + +class MaterializedViewChangesFailMixin: + @pytest.fixture(scope="class") + def project_config_update(self): + return {"models": {"on_configuration_change": OnConfigurationChangeOption.Fail.value}} + + def test_change_is_not_applied_via_alter(self, project, my_materialized_view): + self.check_start_state(project, my_materialized_view) + + self.change_config_via_alter(project, my_materialized_view) + _, logs = run_dbt_and_capture( + ["--debug", "run", "--models", my_materialized_view.name], expect_pass=False + ) + + self.check_start_state(project, my_materialized_view) + + assert_message_in_logs( + f"Configuration changes were identified and `on_configuration_change` was set" + f" to `fail` for `{my_materialized_view}`", + logs, + ) + assert_message_in_logs(f"Applying ALTER to: {my_materialized_view}", logs, False) + assert_message_in_logs(f"Applying REPLACE to: {my_materialized_view}", logs, False) + + def test_change_is_not_applied_via_replace(self, project, my_materialized_view): + self.check_start_state(project, my_materialized_view) + + self.change_config_via_alter(project, my_materialized_view) + self.change_config_via_replace(project, my_materialized_view) + _, logs = run_dbt_and_capture( + ["--debug", "run", "--models", my_materialized_view.name], expect_pass=False + ) + + self.check_start_state(project, my_materialized_view) + + assert_message_in_logs( + f"Configuration changes were identified and `on_configuration_change` was set" + f" to `fail` for `{my_materialized_view}`", + logs, + ) + assert_message_in_logs(f"Applying ALTER to: {my_materialized_view}", logs, False) + assert_message_in_logs(f"Applying REPLACE to: {my_materialized_view}", logs, False) diff --git a/tests/adapter/dbt/tests/adapter/materialized_view/files.py b/tests/adapter/dbt/tests/adapter/materialized_view/files.py new file mode 100644 index 00000000000..5334a3f9f6b --- /dev/null +++ b/tests/adapter/dbt/tests/adapter/materialized_view/files.py @@ -0,0 +1,30 @@ +MY_SEED = """ +id,value +1,100 +2,200 +3,300 +""".strip() + + +MY_TABLE = """ +{{ config( + materialized='table', +) }} +select * from {{ ref('my_seed') }} +""" + + +MY_VIEW = """ +{{ config( + materialized='view', +) }} +select * from {{ ref('my_seed') }} +""" + + +MY_MATERIALIZED_VIEW = """ +{{ config( + materialized='materialized_view', +) }} +select * from {{ ref('my_seed') }} +""" diff --git a/tests/adapter/dbt/tests/adapter/persist_docs/fixtures.py b/tests/adapter/dbt/tests/adapter/persist_docs/fixtures.py index f7179bb1ab5..fb96c07506a 100644 --- a/tests/adapter/dbt/tests/adapter/persist_docs/fixtures.py +++ b/tests/adapter/dbt/tests/adapter/persist_docs/fixtures.py @@ -13,6 +13,7 @@ and with 'single quotes' as welll as other; '''abc123''' reserved -- characters +80% of statistics are made up on the spot -- /* comment */ Some $lbl$ labeled $lbl$ and $$ unlabeled $$ dollar-quoting @@ -67,6 +68,7 @@ and with 'single quotes' as welll as other; '''abc123''' reserved -- characters + 80% of statistics are made up on the spot -- /* comment */ Some $lbl$ labeled $lbl$ and $$ unlabeled $$ dollar-quoting @@ -77,6 +79,7 @@ and with 'single quotes' as welll as other; '''abc123''' reserved -- characters + 80% of statistics are made up on the spot -- /* comment */ Some $lbl$ labeled $lbl$ and $$ unlabeled $$ dollar-quoting @@ -90,6 +93,7 @@ and with 'single quotes' as welll as other; '''abc123''' reserved -- characters + 80% of statistics are made up on the spot -- /* comment */ Some $lbl$ labeled $lbl$ and $$ unlabeled $$ dollar-quoting @@ -100,6 +104,7 @@ and with 'single quotes' as welll as other; '''abc123''' reserved -- characters + 80% of statistics are made up on the spot -- /* comment */ Some $lbl$ labeled $lbl$ and $$ unlabeled $$ dollar-quoting @@ -111,6 +116,7 @@ and with 'single quotes' as welll as other; '''abc123''' reserved -- characters + 80% of statistics are made up on the spot -- /* comment */ Some $lbl$ labeled $lbl$ and $$ unlabeled $$ dollar-quoting @@ -121,6 +127,7 @@ and with 'single quotes' as welll as other; '''abc123''' reserved -- characters + 80% of statistics are made up on the spot -- /* comment */ Some $lbl$ labeled $lbl$ and $$ unlabeled $$ dollar-quoting diff --git a/tests/adapter/dbt/tests/adapter/query_comment/test_query_comment.py b/tests/adapter/dbt/tests/adapter/query_comment/test_query_comment.py index 053fcc506c8..16d51b35e75 100644 --- a/tests/adapter/dbt/tests/adapter/query_comment/test_query_comment.py +++ b/tests/adapter/dbt/tests/adapter/query_comment/test_query_comment.py @@ -28,13 +28,6 @@ def run_get_json(self, expect_pass=True): assert len(res) > 0 return raw_logs - def run_assert_comments(self): - logs = self.run_get_json() - return logs - - def test_comments(self, project): - self.run_assert_comments() - # Base setup to be inherited # class BaseQueryComments(BaseDefaultQueryComments): @@ -42,8 +35,9 @@ class BaseQueryComments(BaseDefaultQueryComments): def project_config_update(self): return {"query-comment": "dbt\nrules!\n"} - def matches_comment(self, logs) -> bool: - assert "/* dbt\nrules! */\n" in logs + def test_matches_comment(self, project) -> bool: + logs = self.run_get_json() + assert r"/* dbt\nrules! */\n" in logs class BaseMacroQueryComments(BaseDefaultQueryComments): @@ -51,8 +45,9 @@ class BaseMacroQueryComments(BaseDefaultQueryComments): def project_config_update(self): return {"query-comment": "{{ query_header_no_args() }}"} - def matches_comment(self, logs) -> bool: - assert "/* dbt macros\nare pretty cool */\n" in logs + def test_matches_comment(self, project) -> bool: + logs = self.run_get_json() + assert r"/* dbt macros\nare pretty cool */\n" in logs class BaseMacroArgsQueryComments(BaseDefaultQueryComments): @@ -60,14 +55,17 @@ class BaseMacroArgsQueryComments(BaseDefaultQueryComments): def project_config_update(self): return {"query-comment": "{{ return(ordered_to_json(query_header_args(target.name))) }}"} - def matches_comment(self, logs) -> bool: + def test_matches_comment(self, project) -> bool: + logs = self.run_get_json() expected_dct = { "app": "dbt++", "dbt_version": dbt_version, "macro_version": "0.1.0", - "message": "blah: default2", + "message": f"blah: {project.adapter.config.target_name}", } - expected = "/* {} */\n".format(json.dumps(expected_dct, sort_keys=True)) + expected = r"/* {} */\n".format(json.dumps(expected_dct, sort_keys=True)).replace( + '"', r"\"" + ) assert expected in logs @@ -76,7 +74,7 @@ class BaseMacroInvalidQueryComments(BaseDefaultQueryComments): def project_config_update(self): return {"query-comment": "{{ invalid_query_header() }}"} - def run_assert_comments(self): + def test_run_assert_comments(self, project): with pytest.raises(DbtRuntimeError): self.run_get_json(expect_pass=False) @@ -84,9 +82,10 @@ def run_assert_comments(self): class BaseNullQueryComments(BaseDefaultQueryComments): @pytest.fixture(scope="class") def project_config_update(self): - return {"query-comment": ""} + return {"query-comment": None} - def matches_comment(self, logs) -> bool: + def test_matches_comment(self, project) -> bool: + logs = self.run_get_json() assert "/*" not in logs or "*/" not in logs @@ -95,7 +94,8 @@ class BaseEmptyQueryComments(BaseDefaultQueryComments): def project_config_update(self): return {"query-comment": ""} - def matches_comment(self, logs) -> bool: + def test_matches_comment(self, project) -> bool: + logs = self.run_get_json() assert "/*" not in logs or "*/" not in logs diff --git a/tests/adapter/dbt/tests/adapter/simple_seed/fixtures.py b/tests/adapter/dbt/tests/adapter/simple_seed/fixtures.py index d32caa5b7d6..61754b7ba49 100644 --- a/tests/adapter/dbt/tests/adapter/simple_seed/fixtures.py +++ b/tests/adapter/dbt/tests/adapter/simple_seed/fixtures.py @@ -34,6 +34,10 @@ models__downstream_from_seed_actual = """ select * from {{ ref('seed_actual') }} +""" +models__downstream_from_seed_pipe_separated = """ +select * from {{ ref('seed_pipe_separated') }} + """ models__from_basic_seed = """ select * from {{ this.schema }}.seed_expected diff --git a/tests/adapter/dbt/tests/adapter/simple_seed/seeds.py b/tests/adapter/dbt/tests/adapter/simple_seed/seeds.py index 35ccb0bb7a6..b377d90df13 100644 --- a/tests/adapter/dbt/tests/adapter/simple_seed/seeds.py +++ b/tests/adapter/dbt/tests/adapter/simple_seed/seeds.py @@ -509,6 +509,511 @@ 500,Paula,pshawdv@networksolutions.com,123.27.47.249,2003-10-30 21:19:20 """.lstrip() +seeds__pipe_separated_csv = """ +seed_id|first_name|email|ip_address|birthday +1|Larry|lking0@miitbeian.gov.cn|69.135.206.194|2008-09-12 19:08:31 +2|Larry|lperkins1@toplist.cz|64.210.133.162|1978-05-09 04:15:14 +3|Anna|amontgomery2@miitbeian.gov.cn|168.104.64.114|2011-10-16 04:07:57 +4|Sandra|sgeorge3@livejournal.com|229.235.252.98|1973-07-19 10:52:43 +5|Fred|fwoods4@google.cn|78.229.170.124|2012-09-30 16:38:29 +6|Stephen|shanson5@livejournal.com|182.227.157.105|1995-11-07 21:40:50 +7|William|wmartinez6@upenn.edu|135.139.249.50|1982-09-05 03:11:59 +8|Jessica|jlong7@hao123.com|203.62.178.210|1991-10-16 11:03:15 +9|Douglas|dwhite8@tamu.edu|178.187.247.1|1979-10-01 09:49:48 +10|Lisa|lcoleman9@nydailynews.com|168.234.128.249|2011-05-26 07:45:49 +11|Ralph|rfieldsa@home.pl|55.152.163.149|1972-11-18 19:06:11 +12|Louise|lnicholsb@samsung.com|141.116.153.154|2014-11-25 20:56:14 +13|Clarence|cduncanc@sfgate.com|81.171.31.133|2011-11-17 07:02:36 +14|Daniel|dfranklind@omniture.com|8.204.211.37|1980-09-13 00:09:04 +15|Katherine|klanee@auda.org.au|176.96.134.59|1997-08-22 19:36:56 +16|Billy|bwardf@wikia.com|214.108.78.85|2003-10-19 02:14:47 +17|Annie|agarzag@ocn.ne.jp|190.108.42.70|1988-10-28 15:12:35 +18|Shirley|scolemanh@fastcompany.com|109.251.164.84|1988-08-24 10:50:57 +19|Roger|rfrazieri@scribd.com|38.145.218.108|1985-12-31 15:17:15 +20|Lillian|lstanleyj@goodreads.com|47.57.236.17|1970-06-08 02:09:05 +21|Aaron|arodriguezk@nps.gov|205.245.118.221|1985-10-11 23:07:49 +22|Patrick|pparkerl@techcrunch.com|19.8.100.182|2006-03-29 12:53:56 +23|Phillip|pmorenom@intel.com|41.38.254.103|2011-11-07 15:35:43 +24|Henry|hgarcian@newsvine.com|1.191.216.252|2008-08-28 08:30:44 +25|Irene|iturnero@opera.com|50.17.60.190|1994-04-01 07:15:02 +26|Andrew|adunnp@pen.io|123.52.253.176|2000-11-01 06:03:25 +27|David|dgutierrezq@wp.com|238.23.203.42|1988-01-25 07:29:18 +28|Henry|hsanchezr@cyberchimps.com|248.102.2.185|1983-01-01 13:36:37 +29|Evelyn|epetersons@gizmodo.com|32.80.46.119|1979-07-16 17:24:12 +30|Tammy|tmitchellt@purevolume.com|249.246.167.88|2001-04-03 10:00:23 +31|Jacqueline|jlittleu@domainmarket.com|127.181.97.47|1986-02-11 21:35:50 +32|Earl|eortizv@opera.com|166.47.248.240|1996-07-06 08:16:27 +33|Juan|jgordonw@sciencedirect.com|71.77.2.200|1987-01-31 03:46:44 +34|Diane|dhowellx@nyu.edu|140.94.133.12|1994-06-11 02:30:05 +35|Randy|rkennedyy@microsoft.com|73.255.34.196|2005-05-26 20:28:39 +36|Janice|jriveraz@time.com|22.214.227.32|1990-02-09 04:16:52 +37|Laura|lperry10@diigo.com|159.148.145.73|2015-03-17 05:59:25 +38|Gary|gray11@statcounter.com|40.193.124.56|1970-01-27 10:04:51 +39|Jesse|jmcdonald12@typepad.com|31.7.86.103|2009-03-14 08:14:29 +40|Sandra|sgonzalez13@goodreads.com|223.80.168.239|1993-05-21 14:08:54 +41|Scott|smoore14@archive.org|38.238.46.83|1980-08-30 11:16:56 +42|Phillip|pevans15@cisco.com|158.234.59.34|2011-12-15 23:26:31 +43|Steven|sriley16@google.ca|90.247.57.68|2011-10-29 19:03:28 +44|Deborah|dbrown17@hexun.com|179.125.143.240|1995-04-10 14:36:07 +45|Lori|lross18@ow.ly|64.80.162.180|1980-12-27 16:49:15 +46|Sean|sjackson19@tumblr.com|240.116.183.69|1988-06-12 21:24:45 +47|Terry|tbarnes1a@163.com|118.38.213.137|1997-09-22 16:43:19 +48|Dorothy|dross1b@ebay.com|116.81.76.49|2005-02-28 13:33:24 +49|Samuel|swashington1c@house.gov|38.191.253.40|1989-01-19 21:15:48 +50|Ralph|rcarter1d@tinyurl.com|104.84.60.174|2007-08-11 10:21:49 +51|Wayne|whudson1e@princeton.edu|90.61.24.102|1983-07-03 16:58:12 +52|Rose|rjames1f@plala.or.jp|240.83.81.10|1995-06-08 11:46:23 +53|Louise|lcox1g@theglobeandmail.com|105.11.82.145|2016-09-19 14:45:51 +54|Kenneth|kjohnson1h@independent.co.uk|139.5.45.94|1976-08-17 11:26:19 +55|Donna|dbrown1i@amazon.co.uk|19.45.169.45|2006-05-27 16:51:40 +56|Johnny|jvasquez1j@trellian.com|118.202.238.23|1975-11-17 08:42:32 +57|Patrick|pramirez1k@tamu.edu|231.25.153.198|1997-08-06 11:51:09 +58|Helen|hlarson1l@prweb.com|8.40.21.39|1993-08-04 19:53:40 +59|Patricia|pspencer1m@gmpg.org|212.198.40.15|1977-08-03 16:37:27 +60|Joseph|jspencer1n@marriott.com|13.15.63.238|2005-07-23 20:22:06 +61|Phillip|pschmidt1o@blogtalkradio.com|177.98.201.190|1976-05-19 21:47:44 +62|Joan|jwebb1p@google.ru|105.229.170.71|1972-09-07 17:53:47 +63|Phyllis|pkennedy1q@imgur.com|35.145.8.244|2000-01-01 22:33:37 +64|Katherine|khunter1r@smh.com.au|248.168.205.32|1991-01-09 06:40:24 +65|Laura|lvasquez1s@wiley.com|128.129.115.152|1997-10-23 12:04:56 +66|Juan|jdunn1t@state.gov|44.228.124.51|2004-11-10 05:07:35 +67|Judith|jholmes1u@wiley.com|40.227.179.115|1977-08-02 17:01:45 +68|Beverly|bbaker1v@wufoo.com|208.34.84.59|2016-03-06 20:07:23 +69|Lawrence|lcarr1w@flickr.com|59.158.212.223|1988-09-13 06:07:21 +70|Gloria|gwilliams1x@mtv.com|245.231.88.33|1995-03-18 22:32:46 +71|Steven|ssims1y@cbslocal.com|104.50.58.255|2001-08-05 21:26:20 +72|Betty|bmills1z@arstechnica.com|103.177.214.220|1981-12-14 21:26:54 +73|Mildred|mfuller20@prnewswire.com|151.158.8.130|2000-04-19 10:13:55 +74|Donald|dday21@icq.com|9.178.102.255|1972-12-03 00:58:24 +75|Eric|ethomas22@addtoany.com|85.2.241.227|1992-11-01 05:59:30 +76|Joyce|jarmstrong23@sitemeter.com|169.224.20.36|1985-10-24 06:50:01 +77|Maria|mmartinez24@amazonaws.com|143.189.167.135|2005-10-05 05:17:42 +78|Harry|hburton25@youtube.com|156.47.176.237|1978-03-26 05:53:33 +79|Kevin|klawrence26@hao123.com|79.136.183.83|1994-10-12 04:38:52 +80|David|dhall27@prweb.com|133.149.172.153|1976-12-15 16:24:24 +81|Kathy|kperry28@twitter.com|229.242.72.228|1979-03-04 02:58:56 +82|Adam|aprice29@elegantthemes.com|13.145.21.10|1982-11-07 11:46:59 +83|Brandon|bgriffin2a@va.gov|73.249.128.212|2013-10-30 05:30:36 +84|Henry|hnguyen2b@discovery.com|211.36.214.242|1985-01-09 06:37:27 +85|Eric|esanchez2c@edublogs.org|191.166.188.251|2004-05-01 23:21:42 +86|Jason|jlee2d@jimdo.com|193.92.16.182|1973-01-08 09:05:39 +87|Diana|drichards2e@istockphoto.com|19.130.175.245|1994-10-05 22:50:49 +88|Andrea|awelch2f@abc.net.au|94.155.233.96|2002-04-26 08:41:44 +89|Louis|lwagner2g@miitbeian.gov.cn|26.217.34.111|2003-08-25 07:56:39 +90|Jane|jsims2h@seesaa.net|43.4.220.135|1987-03-20 20:39:04 +91|Larry|lgrant2i@si.edu|97.126.79.34|2000-09-07 20:26:19 +92|Louis|ldean2j@prnewswire.com|37.148.40.127|2011-09-16 20:12:14 +93|Jennifer|jcampbell2k@xing.com|38.106.254.142|1988-07-15 05:06:49 +94|Wayne|wcunningham2l@google.com.hk|223.28.26.187|2009-12-15 06:16:54 +95|Lori|lstevens2m@icq.com|181.250.181.58|1984-10-28 03:29:19 +96|Judy|jsimpson2n@marriott.com|180.121.239.219|1986-02-07 15:18:10 +97|Phillip|phoward2o@usa.gov|255.247.0.175|2002-12-26 08:44:45 +98|Gloria|gwalker2p@usa.gov|156.140.7.128|1997-10-04 07:58:58 +99|Paul|pjohnson2q@umn.edu|183.59.198.197|1991-11-14 12:33:55 +100|Frank|fgreene2r@blogspot.com|150.143.68.121|2010-06-12 23:55:39 +101|Deborah|dknight2s@reverbnation.com|222.131.211.191|1970-07-08 08:54:23 +102|Sandra|sblack2t@tripadvisor.com|254.183.128.254|2000-04-12 02:39:36 +103|Edward|eburns2u@dailymotion.com|253.89.118.18|1993-10-10 10:54:01 +104|Anthony|ayoung2v@ustream.tv|118.4.193.176|1978-08-26 17:07:29 +105|Donald|dlawrence2w@wp.com|139.200.159.227|2007-07-21 20:56:20 +106|Matthew|mfreeman2x@google.fr|205.26.239.92|2014-12-05 17:05:39 +107|Sean|ssanders2y@trellian.com|143.89.82.108|1993-07-14 21:45:02 +108|Sharon|srobinson2z@soundcloud.com|66.234.247.54|1977-04-06 19:07:03 +109|Jennifer|jwatson30@t-online.de|196.102.127.7|1998-03-07 05:12:23 +110|Clarence|cbrooks31@si.edu|218.93.234.73|2002-11-06 17:22:25 +111|Jose|jflores32@goo.gl|185.105.244.231|1995-01-05 06:32:21 +112|George|glee33@adobe.com|173.82.249.196|2015-01-04 02:47:46 +113|Larry|lhill34@linkedin.com|66.5.206.195|2010-11-02 10:21:17 +114|Marie|mmeyer35@mysql.com|151.152.88.107|1990-05-22 20:52:51 +115|Clarence|cwebb36@skype.com|130.198.55.217|1972-10-27 07:38:54 +116|Sarah|scarter37@answers.com|80.89.18.153|1971-08-24 19:29:30 +117|Henry|hhughes38@webeden.co.uk|152.60.114.174|1973-01-27 09:00:42 +118|Teresa|thenry39@hao123.com|32.187.239.106|2015-11-06 01:48:44 +119|Billy|bgutierrez3a@sun.com|52.37.70.134|2002-03-19 03:20:19 +120|Anthony|agibson3b@github.io|154.251.232.213|1991-04-19 01:08:15 +121|Sandra|sromero3c@wikia.com|44.124.171.2|1998-09-06 20:30:34 +122|Paula|pandrews3d@blogs.com|153.142.118.226|2003-06-24 16:31:24 +123|Terry|tbaker3e@csmonitor.com|99.120.45.219|1970-12-09 23:57:21 +124|Lois|lwilson3f@reuters.com|147.44.171.83|1971-01-09 22:28:51 +125|Sara|smorgan3g@nature.com|197.67.192.230|1992-01-28 20:33:24 +126|Charles|ctorres3h@china.com.cn|156.115.216.2|1993-10-02 19:36:34 +127|Richard|ralexander3i@marriott.com|248.235.180.59|1999-02-03 18:40:55 +128|Christina|charper3j@cocolog-nifty.com|152.114.116.129|1978-09-13 00:37:32 +129|Steve|sadams3k@economist.com|112.248.91.98|2004-03-21 09:07:43 +130|Katherine|krobertson3l@ow.ly|37.220.107.28|1977-03-18 19:28:50 +131|Donna|dgibson3m@state.gov|222.218.76.221|1999-02-01 06:46:16 +132|Christina|cwest3n@mlb.com|152.114.6.160|1979-12-24 15:30:35 +133|Sandra|swillis3o@meetup.com|180.71.49.34|1984-09-27 08:05:54 +134|Clarence|cedwards3p@smugmug.com|10.64.180.186|1979-04-16 16:52:10 +135|Ruby|rjames3q@wp.com|98.61.54.20|2007-01-13 14:25:52 +136|Sarah|smontgomery3r@tripod.com|91.45.164.172|2009-07-25 04:34:30 +137|Sarah|soliver3s@eventbrite.com|30.106.39.146|2012-05-09 22:12:33 +138|Deborah|dwheeler3t@biblegateway.com|59.105.213.173|1999-11-09 08:08:44 +139|Deborah|dray3u@i2i.jp|11.108.186.217|2014-02-04 03:15:19 +140|Paul|parmstrong3v@alexa.com|6.250.59.43|2009-12-21 10:08:53 +141|Aaron|abishop3w@opera.com|207.145.249.62|1996-04-25 23:20:23 +142|Henry|hsanders3x@google.ru|140.215.203.171|2012-01-29 11:52:32 +143|Anne|aanderson3y@1688.com|74.150.102.118|1982-04-03 13:46:17 +144|Victor|vmurphy3z@hugedomains.com|222.155.99.152|1987-11-03 19:58:41 +145|Evelyn|ereid40@pbs.org|249.122.33.117|1977-12-14 17:09:57 +146|Brian|bgonzalez41@wikia.com|246.254.235.141|1991-02-24 00:45:58 +147|Sandra|sgray42@squarespace.com|150.73.28.159|1972-07-28 17:26:32 +148|Alice|ajones43@a8.net|78.253.12.177|2002-12-05 16:57:46 +149|Jessica|jhanson44@mapquest.com|87.229.30.160|1994-01-30 11:40:04 +150|Louise|lbailey45@reuters.com|191.219.31.101|2011-09-07 21:11:45 +151|Christopher|cgonzalez46@printfriendly.com|83.137.213.239|1984-10-24 14:58:04 +152|Gregory|gcollins47@yandex.ru|28.176.10.115|1998-07-25 17:17:10 +153|Jane|jperkins48@usnews.com|46.53.164.159|1979-08-19 15:25:00 +154|Phyllis|plong49@yahoo.co.jp|208.140.88.2|1985-07-06 02:16:36 +155|Adam|acarter4a@scribd.com|78.48.148.204|2005-07-20 03:31:09 +156|Frank|fweaver4b@angelfire.com|199.180.255.224|2011-03-04 23:07:54 +157|Ronald|rmurphy4c@cloudflare.com|73.42.97.231|1991-01-11 10:39:41 +158|Richard|rmorris4d@e-recht24.de|91.9.97.223|2009-01-17 21:05:15 +159|Rose|rfoster4e@woothemes.com|203.169.53.16|1991-04-21 02:09:38 +160|George|ggarrett4f@uiuc.edu|186.61.5.167|1989-11-11 11:29:42 +161|Victor|vhamilton4g@biblegateway.com|121.229.138.38|2012-06-22 18:01:23 +162|Mark|mbennett4h@businessinsider.com|209.184.29.203|1980-04-16 15:26:34 +163|Martin|mwells4i@ifeng.com|97.223.55.105|2010-05-26 14:08:18 +164|Diana|dstone4j@google.ru|90.155.52.47|2013-02-11 00:14:54 +165|Walter|wferguson4k@blogger.com|30.63.212.44|1986-02-20 17:46:46 +166|Denise|dcoleman4l@vistaprint.com|10.209.153.77|1992-05-13 20:14:14 +167|Philip|pknight4m@xing.com|15.28.135.167|2000-09-11 18:41:13 +168|Russell|rcarr4n@youtube.com|113.55.165.50|2008-07-10 17:49:27 +169|Donna|dburke4o@dion.ne.jp|70.0.105.111|1992-02-10 17:24:58 +170|Anne|along4p@squidoo.com|36.154.58.107|2012-08-19 23:35:31 +171|Clarence|cbanks4q@webeden.co.uk|94.57.53.114|1972-03-11 21:46:44 +172|Betty|bbowman4r@cyberchimps.com|178.115.209.69|2013-01-13 21:34:51 +173|Andrew|ahudson4s@nytimes.com|84.32.252.144|1998-09-15 14:20:04 +174|Keith|kgordon4t@cam.ac.uk|189.237.211.102|2009-01-22 05:34:38 +175|Patrick|pwheeler4u@mysql.com|47.22.117.226|1984-09-05 22:33:15 +176|Jesse|jfoster4v@mapquest.com|229.95.131.46|1990-01-20 12:19:15 +177|Arthur|afisher4w@jugem.jp|107.255.244.98|1983-10-13 11:08:46 +178|Nicole|nryan4x@wsj.com|243.211.33.221|1974-05-30 23:19:14 +179|Bruce|bjohnson4y@sfgate.com|17.41.200.101|1992-09-23 02:02:19 +180|Terry|tcox4z@reference.com|20.189.120.106|1982-02-13 12:43:14 +181|Ashley|astanley50@kickstarter.com|86.3.56.98|1976-05-09 01:27:16 +182|Michael|mrivera51@about.me|72.118.249.0|1971-11-11 17:28:37 +183|Steven|sgonzalez52@mozilla.org|169.112.247.47|2002-08-24 14:59:25 +184|Kathleen|kfuller53@bloglovin.com|80.93.59.30|2002-03-11 13:41:29 +185|Nicole|nhenderson54@usda.gov|39.253.60.30|1995-04-24 05:55:07 +186|Ralph|rharper55@purevolume.com|167.147.142.189|1980-02-10 18:35:45 +187|Heather|hcunningham56@photobucket.com|96.222.196.229|2007-06-15 05:37:50 +188|Nancy|nlittle57@cbc.ca|241.53.255.175|2007-07-12 23:42:48 +189|Juan|jramirez58@pinterest.com|190.128.84.27|1978-11-07 23:37:37 +190|Beverly|bfowler59@chronoengine.com|54.144.230.49|1979-03-31 23:27:28 +191|Shirley|sstevens5a@prlog.org|200.97.231.248|2011-12-06 07:08:50 +192|Annie|areyes5b@squidoo.com|223.32.182.101|2011-05-28 02:42:09 +193|Jack|jkelley5c@tiny.cc|47.34.118.150|1981-12-05 17:31:40 +194|Keith|krobinson5d@1und1.de|170.210.209.31|1999-03-09 11:05:43 +195|Joseph|jmiller5e@google.com.au|136.74.212.139|1984-10-08 13:18:20 +196|Annie|aday5f@blogspot.com|71.99.186.69|1986-02-18 12:27:34 +197|Nancy|nperez5g@liveinternet.ru|28.160.6.107|1983-10-20 17:51:20 +198|Tammy|tward5h@ucoz.ru|141.43.164.70|1980-03-31 04:45:29 +199|Doris|dryan5i@ted.com|239.117.202.188|1985-07-03 03:17:53 +200|Rose|rmendoza5j@photobucket.com|150.200.206.79|1973-04-21 21:36:40 +201|Cynthia|cbutler5k@hubpages.com|80.153.174.161|2001-01-20 01:42:26 +202|Samuel|soliver5l@people.com.cn|86.127.246.140|1970-09-02 02:19:00 +203|Carl|csanchez5m@mysql.com|50.149.237.107|1993-12-01 07:02:09 +204|Kathryn|kowens5n@geocities.jp|145.166.205.201|2004-07-06 18:39:33 +205|Nicholas|nnichols5o@parallels.com|190.240.66.170|2014-11-11 18:52:19 +206|Keith|kwillis5p@youtube.com|181.43.206.100|1998-06-13 06:30:51 +207|Justin|jwebb5q@intel.com|211.54.245.74|2000-11-04 16:58:26 +208|Gary|ghicks5r@wikipedia.org|196.154.213.104|1992-12-01 19:48:28 +209|Martin|mpowell5s@flickr.com|153.67.12.241|1983-06-30 06:24:32 +210|Brenda|bkelley5t@xinhuanet.com|113.100.5.172|2005-01-08 20:50:22 +211|Edward|eray5u@a8.net|205.187.246.65|2011-09-26 08:04:44 +212|Steven|slawson5v@senate.gov|238.150.250.36|1978-11-22 02:48:09 +213|Robert|rthompson5w@furl.net|70.7.89.236|2001-09-12 08:52:07 +214|Jack|jporter5x@diigo.com|220.172.29.99|1976-07-26 14:29:21 +215|Lisa|ljenkins5y@oakley.com|150.151.170.180|2010-03-20 19:21:16 +216|Theresa|tbell5z@mayoclinic.com|247.25.53.173|2001-03-11 05:36:40 +217|Jimmy|jstephens60@weather.com|145.101.93.235|1983-04-12 09:35:30 +218|Louis|lhunt61@amazon.co.jp|78.137.6.253|1997-08-29 19:34:34 +219|Lawrence|lgilbert62@ted.com|243.132.8.78|2015-04-08 22:06:56 +220|David|dgardner63@4shared.com|204.40.46.136|1971-07-09 03:29:11 +221|Charles|ckennedy64@gmpg.org|211.83.233.2|2011-02-26 11:55:04 +222|Lillian|lbanks65@msu.edu|124.233.12.80|2010-05-16 20:29:02 +223|Ernest|enguyen66@baidu.com|82.45.128.148|1996-07-04 10:07:04 +224|Ryan|rrussell67@cloudflare.com|202.53.240.223|1983-08-05 12:36:29 +225|Donald|ddavis68@ustream.tv|47.39.218.137|1989-05-27 02:30:56 +226|Joe|jscott69@blogspot.com|140.23.131.75|1973-03-16 12:21:31 +227|Anne|amarshall6a@google.ca|113.162.200.197|1988-12-09 03:38:29 +228|Willie|wturner6b@constantcontact.com|85.83.182.249|1991-10-06 01:51:10 +229|Nicole|nwilson6c@sogou.com|30.223.51.135|1977-05-29 19:54:56 +230|Janet|jwheeler6d@stumbleupon.com|153.194.27.144|2011-03-13 12:48:47 +231|Lois|lcarr6e@statcounter.com|0.41.36.53|1993-02-06 04:52:01 +232|Shirley|scruz6f@tmall.com|37.156.39.223|2007-02-18 17:47:01 +233|Patrick|pford6g@reverbnation.com|36.198.200.89|1977-03-06 15:47:24 +234|Lisa|lhudson6h@usatoday.com|134.213.58.137|2014-10-28 01:56:56 +235|Pamela|pmartinez6i@opensource.org|5.151.127.202|1987-11-30 16:44:47 +236|Larry|lperez6j@infoseek.co.jp|235.122.96.148|1979-01-18 06:33:45 +237|Pamela|pramirez6k@census.gov|138.233.34.163|2012-01-29 10:35:20 +238|Daniel|dcarr6l@php.net|146.21.152.242|1984-11-17 08:22:59 +239|Patrick|psmith6m@indiegogo.com|136.222.199.36|2001-05-30 22:16:44 +240|Raymond|rhenderson6n@hc360.com|116.31.112.38|2000-01-05 20:35:41 +241|Teresa|treynolds6o@miitbeian.gov.cn|198.126.205.220|1996-11-08 01:27:31 +242|Johnny|jmason6p@flickr.com|192.8.232.114|2013-05-14 05:35:50 +243|Angela|akelly6q@guardian.co.uk|234.116.60.197|1977-08-20 02:05:17 +244|Douglas|dcole6r@cmu.edu|128.135.212.69|2016-10-26 17:40:36 +245|Frances|fcampbell6s@twitpic.com|94.22.243.235|1987-04-26 07:07:13 +246|Donna|dgreen6t@chron.com|227.116.46.107|2011-07-25 12:59:54 +247|Benjamin|bfranklin6u@redcross.org|89.141.142.89|1974-05-03 20:28:18 +248|Randy|rpalmer6v@rambler.ru|70.173.63.178|2011-12-20 17:40:18 +249|Melissa|mmurray6w@bbb.org|114.234.118.137|1991-02-26 12:45:44 +250|Jean|jlittle6x@epa.gov|141.21.163.254|1991-08-16 04:57:09 +251|Daniel|dolson6y@nature.com|125.75.104.97|2010-04-23 06:25:54 +252|Kathryn|kwells6z@eventbrite.com|225.104.28.249|2015-01-31 02:21:50 +253|Theresa|tgonzalez70@ox.ac.uk|91.93.156.26|1971-12-11 10:31:31 +254|Beverly|broberts71@bluehost.com|244.40.158.89|2013-09-21 13:02:31 +255|Pamela|pmurray72@netscape.com|218.54.95.216|1985-04-16 00:34:00 +256|Timothy|trichardson73@amazonaws.com|235.49.24.229|2000-11-11 09:48:28 +257|Mildred|mpalmer74@is.gd|234.125.95.132|1992-05-25 02:25:02 +258|Jessica|jcampbell75@google.it|55.98.30.140|2014-08-26 00:26:34 +259|Beverly|bthomas76@cpanel.net|48.78.228.176|1970-08-18 10:40:05 +260|Eugene|eward77@cargocollective.com|139.226.204.2|1996-12-04 23:17:00 +261|Andrea|aallen78@webnode.com|160.31.214.38|2009-07-06 07:22:37 +262|Justin|jruiz79@merriam-webster.com|150.149.246.122|2005-06-06 11:44:19 +263|Kenneth|kedwards7a@networksolutions.com|98.82.193.128|2001-07-03 02:00:10 +264|Rachel|rday7b@miibeian.gov.cn|114.15.247.221|1994-08-18 19:45:40 +265|Russell|rmiller7c@instagram.com|184.130.152.253|1977-11-06 01:58:12 +266|Bonnie|bhudson7d@cornell.edu|235.180.186.206|1990-12-03 22:45:24 +267|Raymond|rknight7e@yandex.ru|161.2.44.252|1995-08-25 04:31:19 +268|Bonnie|brussell7f@elpais.com|199.237.57.207|1991-03-29 08:32:06 +269|Marie|mhenderson7g@elpais.com|52.203.131.144|2004-06-04 21:50:28 +270|Alan|acarr7h@trellian.com|147.51.205.72|2005-03-03 10:51:31 +271|Barbara|bturner7i@hugedomains.com|103.160.110.226|2004-08-04 13:42:40 +272|Christina|cdaniels7j@census.gov|0.238.61.251|1972-10-18 12:47:33 +273|Jeremy|jgomez7k@reuters.com|111.26.65.56|2013-01-13 10:41:35 +274|Laura|lwood7l@icio.us|149.153.38.205|2011-06-25 09:33:59 +275|Matthew|mbowman7m@auda.org.au|182.138.206.172|1999-03-05 03:25:36 +276|Denise|dparker7n@icq.com|0.213.88.138|2011-11-04 09:43:06 +277|Phillip|pparker7o@discuz.net|219.242.165.240|1973-10-19 04:22:29 +278|Joan|jpierce7p@salon.com|63.31.213.202|1989-04-09 22:06:24 +279|Irene|ibaker7q@cbc.ca|102.33.235.114|1992-09-04 13:00:57 +280|Betty|bbowman7r@ted.com|170.91.249.242|2015-09-28 08:14:22 +281|Teresa|truiz7s@boston.com|82.108.158.207|1999-07-18 05:17:09 +282|Helen|hbrooks7t@slideshare.net|102.87.162.187|2003-01-06 15:45:29 +283|Karen|kgriffin7u@wunderground.com|43.82.44.184|2010-05-28 01:56:37 +284|Lisa|lfernandez7v@mtv.com|200.238.218.220|1993-04-03 20:33:51 +285|Jesse|jlawrence7w@timesonline.co.uk|95.122.105.78|1990-01-05 17:28:43 +286|Terry|tross7x@macromedia.com|29.112.114.133|2009-08-29 21:32:17 +287|Angela|abradley7y@icq.com|177.44.27.72|1989-10-04 21:46:06 +288|Maria|mhart7z@dailymotion.com|55.27.55.202|1975-01-21 01:22:57 +289|Raymond|randrews80@pinterest.com|88.90.78.67|1992-03-16 21:37:40 +290|Kathy|krice81@bluehost.com|212.63.196.102|2000-12-14 03:06:44 +291|Cynthia|cramos82@nymag.com|107.89.190.6|2005-06-28 02:02:33 +292|Kimberly|kjones83@mysql.com|86.169.101.101|2007-06-13 22:56:49 +293|Timothy|thansen84@microsoft.com|108.100.254.90|2003-04-04 10:31:57 +294|Carol|cspencer85@berkeley.edu|75.118.144.187|1999-03-30 14:53:21 +295|Louis|lmedina86@latimes.com|141.147.163.24|1991-04-11 17:53:13 +296|Margaret|mcole87@google.fr|53.184.26.83|1991-12-19 01:54:10 +297|Mary|mgomez88@yellowpages.com|208.56.57.99|1976-05-21 18:05:08 +298|Amanda|aanderson89@geocities.com|147.73.15.252|1987-08-22 15:05:28 +299|Kathryn|kgarrett8a@nature.com|27.29.177.220|1976-07-15 04:25:04 +300|Dorothy|dmason8b@shareasale.com|106.210.99.193|1990-09-03 21:39:31 +301|Lois|lkennedy8c@amazon.de|194.169.29.187|2007-07-29 14:09:31 +302|Irene|iburton8d@washingtonpost.com|196.143.110.249|2013-09-05 11:32:46 +303|Betty|belliott8e@wired.com|183.105.222.199|1979-09-19 19:29:13 +304|Bobby|bmeyer8f@census.gov|36.13.161.145|2014-05-24 14:34:39 +305|Ann|amorrison8g@sfgate.com|72.154.54.137|1978-10-05 14:22:34 +306|Daniel|djackson8h@wunderground.com|144.95.32.34|1990-07-27 13:23:05 +307|Joe|jboyd8i@alibaba.com|187.105.86.178|2011-09-28 16:46:32 +308|Ralph|rdunn8j@fc2.com|3.19.87.255|1984-10-18 08:00:40 +309|Craig|ccarter8k@gizmodo.com|235.152.76.215|1998-07-04 12:15:21 +310|Paula|pdean8l@hhs.gov|161.100.173.197|1973-02-13 09:38:55 +311|Andrew|agarrett8m@behance.net|199.253.123.218|1991-02-14 13:36:32 +312|Janet|jhowell8n@alexa.com|39.189.139.79|2012-11-24 20:17:33 +313|Keith|khansen8o@godaddy.com|116.186.223.196|1987-08-23 21:22:05 +314|Nicholas|nedwards8p@state.gov|142.175.142.11|1977-03-28 18:27:27 +315|Jacqueline|jallen8q@oaic.gov.au|189.66.135.192|1994-10-26 11:44:26 +316|Frank|fgardner8r@mapy.cz|154.77.119.169|1983-01-29 19:19:51 +317|Eric|eharrison8s@google.cn|245.139.65.123|1984-02-04 09:54:36 +318|Gregory|gcooper8t@go.com|171.147.0.221|2004-06-14 05:22:08 +319|Jean|jfreeman8u@rakuten.co.jp|67.243.121.5|1977-01-07 18:23:43 +320|Juan|jlewis8v@shinystat.com|216.181.171.189|2001-08-23 17:32:43 +321|Randy|rwilliams8w@shinystat.com|105.152.146.28|1983-02-17 00:05:50 +322|Stephen|shart8x@sciencedirect.com|196.131.205.148|2004-02-15 10:12:03 +323|Annie|ahunter8y@example.com|63.36.34.103|2003-07-23 21:15:25 +324|Melissa|mflores8z@cbc.ca|151.230.217.90|1983-11-02 14:53:56 +325|Jane|jweaver90@about.me|0.167.235.217|1987-07-29 00:13:44 +326|Anthony|asmith91@oracle.com|97.87.48.41|2001-05-31 18:44:11 +327|Terry|tdavis92@buzzfeed.com|46.20.12.51|2015-09-12 23:13:55 +328|Brandon|bmontgomery93@gravatar.com|252.101.48.186|2010-10-28 08:26:27 +329|Chris|cmurray94@bluehost.com|25.158.167.97|2004-05-05 16:10:31 +330|Denise|dfuller95@hugedomains.com|216.210.149.28|1979-04-20 08:57:24 +331|Arthur|amcdonald96@sakura.ne.jp|206.42.36.213|2009-08-15 03:26:16 +332|Jesse|jhoward97@google.cn|46.181.118.30|1974-04-18 14:08:41 +333|Frank|fsimpson98@domainmarket.com|163.220.211.87|2006-06-30 14:46:52 +334|Janice|jwoods99@pen.io|229.245.237.182|1988-04-06 11:52:58 +335|Rebecca|rroberts9a@huffingtonpost.com|148.96.15.80|1976-10-05 08:44:16 +336|Joshua|jray9b@opensource.org|192.253.12.198|1971-12-25 22:27:07 +337|Joyce|jcarpenter9c@statcounter.com|125.171.46.215|2001-12-31 22:08:13 +338|Andrea|awest9d@privacy.gov.au|79.101.180.201|1983-02-18 20:07:47 +339|Christine|chudson9e@yelp.com|64.198.43.56|1997-09-08 08:03:43 +340|Joe|jparker9f@earthlink.net|251.215.148.153|1973-11-04 05:08:18 +341|Thomas|tkim9g@answers.com|49.187.34.47|1991-08-07 21:13:48 +342|Janice|jdean9h@scientificamerican.com|4.197.117.16|2009-12-08 02:35:49 +343|James|jmitchell9i@umich.edu|43.121.18.147|2011-04-28 17:04:09 +344|Charles|cgardner9j@purevolume.com|197.78.240.240|1998-02-11 06:47:07 +345|Robert|rhenderson9k@friendfeed.com|215.84.180.88|2002-05-10 15:33:14 +346|Chris|cgray9l@4shared.com|249.70.192.240|1998-10-03 16:43:42 +347|Gloria|ghayes9m@hibu.com|81.103.138.26|1999-12-26 11:23:13 +348|Edward|eramirez9n@shareasale.com|38.136.90.136|2010-08-19 08:01:06 +349|Cheryl|cbutler9o@google.ca|172.180.78.172|1995-05-27 20:03:52 +350|Margaret|mwatkins9p@sfgate.com|3.20.198.6|2014-10-21 01:42:58 +351|Rebecca|rwelch9q@examiner.com|45.81.42.208|2001-02-08 12:19:06 +352|Joe|jpalmer9r@phpbb.com|163.202.92.190|1970-01-05 11:29:12 +353|Sandra|slewis9s@dyndns.org|77.215.201.236|1974-01-05 07:04:04 +354|Todd|tfranklin9t@g.co|167.125.181.82|2009-09-28 10:13:58 +355|Joseph|jlewis9u@webmd.com|244.204.6.11|1990-10-21 15:49:57 +356|Alan|aknight9v@nydailynews.com|152.197.95.83|1996-03-08 08:43:17 +357|Sharon|sdean9w@123-reg.co.uk|237.46.40.26|1985-11-30 12:09:24 +358|Annie|awright9x@cafepress.com|190.45.231.111|2000-08-24 11:56:06 +359|Diane|dhamilton9y@youtube.com|85.146.171.196|2015-02-24 02:03:57 +360|Antonio|alane9z@auda.org.au|61.63.146.203|2001-05-13 03:43:34 +361|Matthew|mallena0@hhs.gov|29.97.32.19|1973-02-19 23:43:32 +362|Bonnie|bfowlera1@soup.io|251.216.99.53|2013-08-01 15:35:41 +363|Margaret|mgraya2@examiner.com|69.255.151.79|1998-01-23 22:24:59 +364|Joan|jwagnera3@printfriendly.com|192.166.120.61|1973-07-13 00:30:22 +365|Catherine|cperkinsa4@nytimes.com|58.21.24.214|2006-11-19 11:52:26 +366|Mark|mcartera5@cpanel.net|220.33.102.142|2007-09-09 09:43:27 +367|Paula|ppricea6@msn.com|36.182.238.124|2009-11-11 09:13:05 +368|Catherine|cgreena7@army.mil|228.203.58.19|2005-08-09 16:52:15 +369|Helen|hhamiltona8@symantec.com|155.56.194.99|2005-02-01 05:40:36 +370|Jane|jmeyera9@ezinearticles.com|133.244.113.213|2013-11-06 22:10:23 +371|Wanda|wevansaa@bloglovin.com|233.125.192.48|1994-12-26 23:43:42 +372|Mark|mmarshallab@tumblr.com|114.74.60.47|2016-09-29 18:03:01 +373|Andrew|amartinezac@google.cn|182.54.37.130|1976-06-06 17:04:17 +374|Helen|hmoralesad@e-recht24.de|42.45.4.123|1977-03-28 19:06:59 +375|Bonnie|bstoneae@php.net|196.149.79.137|1970-02-05 17:05:58 +376|Douglas|dfreemanaf@nasa.gov|215.65.124.218|2008-11-20 21:51:55 +377|Willie|wwestag@army.mil|35.189.92.118|1992-07-24 05:08:08 +378|Cheryl|cwagnerah@upenn.edu|228.239.222.141|2010-01-25 06:29:01 +379|Sandra|swardai@baidu.com|63.11.113.240|1985-05-23 08:07:37 +380|Julie|jrobinsonaj@jugem.jp|110.58.202.50|2015-03-05 09:42:07 +381|Larry|lwagnerak@shop-pro.jp|98.234.25.24|1975-07-22 22:22:02 +382|Juan|jcastilloal@yelp.com|24.174.74.202|2007-01-17 09:32:43 +383|Donna|dfrazieram@artisteer.com|205.26.147.45|1990-02-11 20:55:46 +384|Rachel|rfloresan@w3.org|109.60.216.162|1983-05-22 22:42:18 +385|Robert|rreynoldsao@theguardian.com|122.65.209.130|2009-05-01 18:02:51 +386|Donald|dbradleyap@etsy.com|42.54.35.126|1997-01-16 16:31:52 +387|Rachel|rfisheraq@nih.gov|160.243.250.45|2006-02-17 22:05:49 +388|Nicholas|nhamiltonar@princeton.edu|156.211.37.111|1976-06-21 03:36:29 +389|Timothy|twhiteas@ca.gov|36.128.23.70|1975-09-24 03:51:18 +390|Diana|dbradleyat@odnoklassniki.ru|44.102.120.184|1983-04-27 09:02:50 +391|Billy|bfowlerau@jimdo.com|91.200.68.196|1995-01-29 06:57:35 +392|Bruce|bandrewsav@ucoz.com|48.12.101.125|1992-10-27 04:31:39 +393|Linda|lromeroaw@usa.gov|100.71.233.19|1992-06-08 15:13:18 +394|Debra|dwatkinsax@ucoz.ru|52.160.233.193|2001-11-11 06:51:01 +395|Katherine|kburkeay@wix.com|151.156.242.141|2010-06-14 19:54:28 +396|Martha|mharrisonaz@youku.com|21.222.10.199|1989-10-16 14:17:55 +397|Dennis|dwellsb0@youtu.be|103.16.29.3|1985-12-21 06:05:51 +398|Gloria|grichardsb1@bloglines.com|90.147.120.234|1982-08-27 01:04:43 +399|Brenda|bfullerb2@t.co|33.253.63.90|2011-04-20 05:00:35 +400|Larry|lhendersonb3@disqus.com|88.95.132.128|1982-08-31 02:15:12 +401|Richard|rlarsonb4@wisc.edu|13.48.231.150|1979-04-15 14:08:09 +402|Terry|thuntb5@usa.gov|65.91.103.240|1998-05-15 11:50:49 +403|Harry|hburnsb6@nasa.gov|33.38.21.244|1981-04-12 14:02:20 +404|Diana|dellisb7@mlb.com|218.229.81.135|1997-01-29 00:17:25 +405|Jack|jburkeb8@tripadvisor.com|210.227.182.216|1984-03-09 17:24:03 +406|Julia|jlongb9@fotki.com|10.210.12.104|2005-10-26 03:54:13 +407|Lois|lscottba@msu.edu|188.79.136.138|1973-02-02 18:40:39 +408|Sandra|shendersonbb@shareasale.com|114.171.220.108|2012-06-09 18:22:26 +409|Irene|isanchezbc@cdbaby.com|109.255.50.119|1983-09-28 21:11:27 +410|Emily|ebrooksbd@bandcamp.com|227.81.93.79|1970-08-31 21:08:01 +411|Michelle|mdiazbe@businessweek.com|236.249.6.226|1993-05-22 08:07:07 +412|Tammy|tbennettbf@wisc.edu|145.253.239.152|1978-12-31 20:24:51 +413|Christine|cgreenebg@flickr.com|97.25.140.118|1978-07-17 12:55:30 +414|Patricia|pgarzabh@tuttocitta.it|139.246.192.211|1984-02-27 13:40:08 +415|Kimberly|kromerobi@aol.com|73.56.88.247|1976-09-16 14:22:04 +416|George|gjohnstonbj@fda.gov|240.36.245.185|1979-07-24 14:36:02 +417|Eugene|efullerbk@sciencedaily.com|42.38.105.140|2012-09-12 01:56:41 +418|Andrea|astevensbl@goo.gl|31.152.207.204|1979-05-24 11:06:21 +419|Shirley|sreidbm@scientificamerican.com|103.60.31.241|1984-02-23 04:07:41 +420|Terry|tmorenobn@blinklist.com|92.161.34.42|1994-06-25 14:01:35 +421|Christopher|cmorenobo@go.com|158.86.176.82|1973-09-05 09:18:47 +422|Dennis|dhansonbp@ning.com|40.160.81.75|1982-01-20 10:19:41 +423|Beverly|brussellbq@de.vu|138.32.56.204|1997-11-06 07:20:19 +424|Howard|hparkerbr@163.com|103.171.134.171|2015-06-24 15:37:10 +425|Helen|hmccoybs@fema.gov|61.200.4.71|1995-06-20 08:59:10 +426|Ann|ahudsonbt@cafepress.com|239.187.71.125|1977-04-11 07:59:28 +427|Tina|twestbu@nhs.uk|80.213.117.74|1992-08-19 05:54:44 +428|Terry|tnguyenbv@noaa.gov|21.93.118.95|1991-09-19 23:22:55 +429|Ashley|aburtonbw@wix.com|233.176.205.109|2009-11-10 05:01:20 +430|Eric|emyersbx@1und1.de|168.91.212.67|1987-08-10 07:16:20 +431|Barbara|blittleby@lycos.com|242.14.189.239|2008-08-02 12:13:04 +432|Sean|sevansbz@instagram.com|14.39.177.13|2007-04-16 17:28:49 +433|Shirley|sburtonc0@newsvine.com|34.107.138.76|1980-12-10 02:19:29 +434|Patricia|pfreemanc1@so-net.ne.jp|219.213.142.117|1987-03-01 02:25:45 +435|Paula|pfosterc2@vkontakte.ru|227.14.138.141|1972-09-22 12:59:34 +436|Nicole|nstewartc3@1688.com|8.164.23.115|1998-10-27 00:10:17 +437|Earl|ekimc4@ovh.net|100.26.244.177|2013-01-22 10:05:46 +438|Beverly|breedc5@reuters.com|174.12.226.27|1974-09-22 07:29:36 +439|Lawrence|lbutlerc6@a8.net|105.164.42.164|1992-06-05 00:43:40 +440|Charles|cmoorec7@ucoz.com|252.197.131.69|1990-04-09 02:34:05 +441|Alice|alawsonc8@live.com|183.73.220.232|1989-02-28 09:11:04 +442|Dorothy|dcarpenterc9@arstechnica.com|241.47.200.14|2005-05-02 19:57:21 +443|Carolyn|cfowlerca@go.com|213.109.55.202|1978-09-10 20:18:20 +444|Anthony|alongcb@free.fr|169.221.158.204|1984-09-13 01:59:23 +445|Annie|amoorecc@e-recht24.de|50.34.148.61|2009-03-26 03:41:07 +446|Carlos|candrewscd@ihg.com|236.69.59.212|1972-03-29 22:42:48 +447|Beverly|bramosce@google.ca|164.250.184.49|1982-11-10 04:34:01 +448|Teresa|tlongcf@umich.edu|174.88.53.223|1987-05-17 12:48:00 +449|Roy|rboydcg@uol.com.br|91.58.243.215|1974-06-16 17:59:54 +450|Ashley|afieldsch@tamu.edu|130.138.11.126|1983-09-15 05:52:36 +451|Judith|jhawkinsci@cmu.edu|200.187.103.245|2003-10-22 12:24:03 +452|Rebecca|rwestcj@ocn.ne.jp|72.85.3.103|1980-11-13 11:01:26 +453|Raymond|rporterck@infoseek.co.jp|146.33.216.151|1982-05-17 23:58:03 +454|Janet|jmarshallcl@odnoklassniki.ru|52.46.193.166|1998-10-04 00:02:21 +455|Shirley|speterscm@salon.com|248.126.31.15|1987-01-30 06:04:59 +456|Annie|abowmancn@economist.com|222.213.248.59|2006-03-14 23:52:59 +457|Jean|jlarsonco@blogspot.com|71.41.25.195|2007-09-08 23:49:45 +458|Phillip|pmoralescp@stanford.edu|74.119.87.28|2011-03-14 20:25:40 +459|Norma|nrobinsoncq@economist.com|28.225.21.54|1989-10-21 01:22:43 +460|Kimberly|kclarkcr@dion.ne.jp|149.171.132.153|2008-06-27 02:27:30 +461|Ruby|rmorriscs@ucla.edu|177.85.163.249|2016-01-28 16:43:44 +462|Jonathan|jcastilloct@tripod.com|78.4.28.77|2000-05-24 17:33:06 +463|Edward|ebryantcu@jigsy.com|140.31.98.193|1992-12-17 08:32:47 +464|Chris|chamiltoncv@eepurl.com|195.171.234.206|1970-12-05 03:42:19 +465|Michael|mweavercw@reference.com|7.233.133.213|1987-03-29 02:30:54 +466|Howard|hlawrencecx@businessweek.com|113.225.124.224|1990-07-30 07:20:57 +467|Philip|phowardcy@comsenz.com|159.170.247.249|2010-10-15 10:18:37 +468|Mary|mmarshallcz@xing.com|125.132.189.70|2007-07-19 13:48:47 +469|Scott|salvarezd0@theguardian.com|78.49.103.230|1987-10-31 06:10:44 +470|Wayne|wcarrolld1@blog.com|238.1.120.204|1980-11-19 03:26:10 +471|Jennifer|jwoodsd2@multiply.com|92.20.224.49|2010-05-06 22:17:04 +472|Raymond|rwelchd3@toplist.cz|176.158.35.240|2007-12-12 19:02:51 +473|Steven|sdixond4@wisc.edu|167.55.237.52|1984-05-05 11:44:37 +474|Ralph|rjamesd5@ameblo.jp|241.190.50.133|2000-07-06 08:44:37 +475|Jason|jrobinsond6@hexun.com|138.119.139.56|2006-02-03 05:27:45 +476|Doris|dwoodd7@fema.gov|180.220.156.190|1978-05-11 20:14:20 +477|Elizabeth|eberryd8@youtu.be|74.188.53.229|2006-11-18 08:29:06 +478|Irene|igilbertd9@privacy.gov.au|194.152.218.1|1985-09-17 02:46:52 +479|Jessica|jdeanda@ameblo.jp|178.103.93.118|1974-06-07 19:04:05 +480|Rachel|ralvarezdb@phoca.cz|17.22.223.174|1999-03-08 02:43:25 +481|Kenneth|kthompsondc@shinystat.com|229.119.91.234|2007-05-15 13:17:32 +482|Harold|hmurraydd@parallels.com|133.26.188.80|1993-11-15 03:42:07 +483|Paula|phowellde@samsung.com|34.215.28.216|1993-11-29 15:55:00 +484|Ruth|rpiercedf@tripadvisor.com|111.30.130.123|1986-08-17 10:19:38 +485|Phyllis|paustindg@vk.com|50.84.34.178|1994-04-13 03:05:24 +486|Laura|lfosterdh@usnews.com|37.8.101.33|2001-06-30 08:58:59 +487|Eric|etaylordi@com.com|103.183.253.45|2006-09-15 20:18:46 +488|Doris|driveradj@prweb.com|247.16.2.199|1989-05-08 09:27:09 +489|Ryan|rhughesdk@elegantthemes.com|103.234.153.232|1989-08-01 18:36:06 +490|Steve|smoralesdl@jigsy.com|3.76.84.207|2011-03-13 17:01:05 +491|Louis|lsullivandm@who.int|78.135.44.208|1975-11-26 16:01:23 +492|Catherine|ctuckerdn@seattletimes.com|93.137.106.21|1990-03-13 16:14:56 +493|Ann|adixondo@gmpg.org|191.136.222.111|2002-06-05 14:22:18 +494|Johnny|jhartdp@amazon.com|103.252.198.39|1988-07-30 23:54:49 +495|Susan|srichardsdq@skype.com|126.247.192.11|2005-01-09 12:08:14 +496|Brenda|bparkerdr@skype.com|63.232.216.86|1974-05-18 05:58:29 +497|Tammy|tmurphyds@constantcontact.com|56.56.37.112|2014-08-05 18:22:25 +498|Larry|lhayesdt@wordpress.com|162.146.13.46|1997-02-26 14:01:53 +499||ethomasdu@hhs.gov|6.241.88.250|2007-09-14 13:03:34 +500|Paula|pshawdv@networksolutions.com|123.27.47.249|2003-10-30 21:19:20 +""".lstrip() + + seeds__expected_sql = """ create table {schema}.seed_expected ( seed_id INTEGER, diff --git a/tests/adapter/dbt/tests/adapter/simple_seed/test_seed.py b/tests/adapter/dbt/tests/adapter/simple_seed/test_seed.py index 40b56e61efb..74f2f07a4dc 100644 --- a/tests/adapter/dbt/tests/adapter/simple_seed/test_seed.py +++ b/tests/adapter/dbt/tests/adapter/simple_seed/test_seed.py @@ -18,6 +18,7 @@ from dbt.tests.adapter.simple_seed.fixtures import ( models__downstream_from_seed_actual, models__from_basic_seed, + models__downstream_from_seed_pipe_separated, ) from dbt.tests.adapter.simple_seed.seeds import ( @@ -29,6 +30,7 @@ seeds__wont_parse_csv, seed__unicode_csv, seed__with_dots_csv, + seeds__pipe_separated_csv, ) @@ -163,6 +165,84 @@ def test_simple_seed_with_drop_and_schema(self, project): check_relations_equal(project.adapter, [f"{custom_schema}.seed_actual", "seed_expected"]) +class SeedUniqueDelimiterTestBase(SeedConfigBase): + @pytest.fixture(scope="class") + def project_config_update(self): + return { + "seeds": {"quote_columns": False, "delimiter": "|"}, + } + + @pytest.fixture(scope="class", autouse=True) + def setUp(self, project): + """Create table for ensuring seeds and models used in tests build correctly""" + project.run_sql(seeds__expected_sql) + + @pytest.fixture(scope="class") + def seeds(self, test_data_dir): + return {"seed_pipe_separated.csv": seeds__pipe_separated_csv} + + @pytest.fixture(scope="class") + def models(self): + return { + "models__downstream_from_seed_pipe_separated.sql": models__downstream_from_seed_pipe_separated, + } + + def _build_relations_for_test(self, project): + """The testing environment needs seeds and models to interact with""" + seed_result = run_dbt(["seed"]) + assert len(seed_result) == 1 + check_relations_equal(project.adapter, ["seed_expected", "seed_pipe_separated"]) + + run_result = run_dbt() + assert len(run_result) == 1 + check_relations_equal( + project.adapter, ["models__downstream_from_seed_pipe_separated", "seed_expected"] + ) + + def _check_relation_end_state(self, run_result, project, exists: bool): + assert len(run_result) == 1 + check_relations_equal(project.adapter, ["seed_pipe_separated", "seed_expected"]) + if exists: + check_table_does_exist(project.adapter, "models__downstream_from_seed_pipe_separated") + else: + check_table_does_not_exist( + project.adapter, "models__downstream_from_seed_pipe_separated" + ) + + +class TestSeedWithUniqueDelimiter(SeedUniqueDelimiterTestBase): + def test_seed_with_unique_delimiter(self, project): + """Testing correct run of seeds with a unique delimiter (pipe in this case)""" + self._build_relations_for_test(project) + self._check_relation_end_state(run_result=run_dbt(["seed"]), project=project, exists=True) + + +class TestSeedWithWrongDelimiter(SeedUniqueDelimiterTestBase): + @pytest.fixture(scope="class") + def project_config_update(self): + return { + "seeds": {"quote_columns": False, "delimiter": ";"}, + } + + def test_seed_with_wrong_delimiter(self, project): + """Testing failure of running dbt seed with a wrongly configured delimiter""" + seed_result = run_dbt(["seed"], expect_pass=False) + assert "syntax error" in seed_result.results[0].message.lower() + + +class TestSeedWithEmptyDelimiter(SeedUniqueDelimiterTestBase): + @pytest.fixture(scope="class") + def project_config_update(self): + return { + "seeds": {"quote_columns": False, "delimiter": ""}, + } + + def test_seed_with_empty_delimiter(self, project): + """Testing failure of running dbt seed with an empty configured delimiter value""" + seed_result = run_dbt(["seed"], expect_pass=False) + assert "compilation error" in seed_result.results[0].message.lower() + + class TestSimpleSeedEnabledViaConfig(object): @pytest.fixture(scope="session") def seeds(self): diff --git a/tests/adapter/dbt/tests/adapter/utils/base_utils.py b/tests/adapter/dbt/tests/adapter/utils/base_utils.py index 9e0df09aa39..622b4ab4224 100644 --- a/tests/adapter/dbt/tests/adapter/utils/base_utils.py +++ b/tests/adapter/dbt/tests/adapter/utils/base_utils.py @@ -1,19 +1,41 @@ import pytest from dbt.tests.util import run_dbt +macros__equals_sql = """ +{% macro equals(expr1, expr2) -%} +case when (({{ expr1 }} = {{ expr2 }}) or ({{ expr1 }} is null and {{ expr2 }} is null)) + then 0 + else 1 +end = 0 +{% endmacro %} +""" + macros__test_assert_equal_sql = """ {% test assert_equal(model, actual, expected) %} -select * from {{ model }} where {{ actual }} != {{ expected }} - +select * from {{ model }} +where not {{ equals(actual, expected) }} {% endtest %} """ +macros__replace_empty_sql = """ +{% macro replace_empty(expr) -%} +case + when {{ expr }} = 'EMPTY' then '' + else {{ expr }} +end +{% endmacro %} +""" + class BaseUtils: # setup @pytest.fixture(scope="class") def macros(self): - return {"test_assert_equal.sql": macros__test_assert_equal_sql} + return { + "equals.sql": macros__equals_sql, + "test_assert_equal.sql": macros__test_assert_equal_sql, + "replace_empty.sql": macros__replace_empty_sql, + } # make it possible to dynamically update the macro call with a namespace # (e.g.) 'dateadd', 'dbt.dateadd', 'dbt_utils.dateadd' diff --git a/tests/adapter/dbt/tests/adapter/utils/fixture_concat.py b/tests/adapter/dbt/tests/adapter/utils/fixture_concat.py index d1630af3eea..8421d53eb66 100644 --- a/tests/adapter/dbt/tests/adapter/utils/fixture_concat.py +++ b/tests/adapter/dbt/tests/adapter/utils/fixture_concat.py @@ -1,18 +1,29 @@ # concat +# https://github.com/dbt-labs/dbt-core/issues/4725 seeds__data_concat_csv = """input_1,input_2,output a,b,ab -a,,a -,b,b -,, +a,EMPTY,a +EMPTY,b,b +EMPTY,EMPTY,EMPTY """ models__test_concat_sql = """ -with data as ( +with seed_data as ( select * from {{ ref('data_concat') }} +), + +data as ( + + select + {{ replace_empty('input_1') }} as input_1, + {{ replace_empty('input_2') }} as input_2, + {{ replace_empty('output') }} as output + from seed_data + ) select diff --git a/tests/adapter/dbt/tests/adapter/utils/fixture_equals.py b/tests/adapter/dbt/tests/adapter/utils/fixture_equals.py new file mode 100644 index 00000000000..67a6699c6ef --- /dev/null +++ b/tests/adapter/dbt/tests/adapter/utils/fixture_equals.py @@ -0,0 +1,41 @@ +# equals + +SEEDS__DATA_EQUALS_CSV = """key_name,x,y,expected +1,1,1,same +2,1,2,different +3,1,null,different +4,2,1,different +5,2,2,same +6,2,null,different +7,null,1,different +8,null,2,different +9,null,null,same +""" + + +MODELS__EQUAL_VALUES_SQL = """ +with data as ( + + select * from {{ ref('data_equals') }} + +) + +select * +from data +where + {{ equals('x', 'y') }} +""" + + +MODELS__NOT_EQUAL_VALUES_SQL = """ +with data as ( + + select * from {{ ref('data_equals') }} + +) + +select * +from data +where + not {{ equals('x', 'y') }} +""" diff --git a/tests/adapter/dbt/tests/adapter/utils/fixture_hash.py b/tests/adapter/dbt/tests/adapter/utils/fixture_hash.py index 39d8f02704c..91f366fc504 100644 --- a/tests/adapter/dbt/tests/adapter/utils/fixture_hash.py +++ b/tests/adapter/dbt/tests/adapter/utils/fixture_hash.py @@ -1,18 +1,28 @@ # hash +# https://github.com/dbt-labs/dbt-core/issues/4725 seeds__data_hash_csv = """input_1,output ab,187ef4436122d1cc2f40dc2b92f0eba0 a,0cc175b9c0f1b6a831c399e269772661 1,c4ca4238a0b923820dcc509a6f75849b -,d41d8cd98f00b204e9800998ecf8427e +EMPTY,d41d8cd98f00b204e9800998ecf8427e """ models__test_hash_sql = """ -with data as ( +with seed_data as ( select * from {{ ref('data_hash') }} +), + +data as ( + + select + {{ replace_empty('input_1') }} as input_1, + {{ replace_empty('output') }} as output + from seed_data + ) select diff --git a/tests/adapter/dbt/tests/adapter/utils/fixture_null_compare.py b/tests/adapter/dbt/tests/adapter/utils/fixture_null_compare.py new file mode 100644 index 00000000000..9af2f9a2e32 --- /dev/null +++ b/tests/adapter/dbt/tests/adapter/utils/fixture_null_compare.py @@ -0,0 +1,34 @@ +MODELS__TEST_MIXED_NULL_COMPARE_SQL = """ +select + 1 as actual, + null as expected +""" + + +MODELS__TEST_MIXED_NULL_COMPARE_YML = """ +version: 2 +models: + - name: test_mixed_null_compare + tests: + - assert_equal: + actual: actual + expected: expected +""" + + +MODELS__TEST_NULL_COMPARE_SQL = """ +select + null as actual, + null as expected +""" + + +MODELS__TEST_NULL_COMPARE_YML = """ +version: 2 +models: + - name: test_null_compare + tests: + - assert_equal: + actual: actual + expected: expected +""" diff --git a/tests/adapter/dbt/tests/adapter/utils/fixture_split_part.py b/tests/adapter/dbt/tests/adapter/utils/fixture_split_part.py index 7fc70e5bf54..244fbdb7464 100644 --- a/tests/adapter/dbt/tests/adapter/utils/fixture_split_part.py +++ b/tests/adapter/dbt/tests/adapter/utils/fixture_split_part.py @@ -1,9 +1,9 @@ # split_part -seeds__data_split_part_csv = """parts,split_on,result_1,result_2,result_3 -a|b|c,|,a,b,c -1|2|3,|,1,2,3 -,|,,, +seeds__data_split_part_csv = """parts,split_on,result_1,result_2,result_3,result_4 +a|b|c,|,a,b,c,c +1|2|3,|,1,2,3,3 +,|,,,, """ @@ -34,6 +34,14 @@ {{ split_part('parts', 'split_on', 3) }} as actual, result_3 as expected +from data + +union all + +select + {{ split_part('parts', 'split_on', -1) }} as actual, + result_4 as expected + from data """ diff --git a/tests/adapter/dbt/tests/adapter/utils/test_equals.py b/tests/adapter/dbt/tests/adapter/utils/test_equals.py new file mode 100644 index 00000000000..51e7fe84bd3 --- /dev/null +++ b/tests/adapter/dbt/tests/adapter/utils/test_equals.py @@ -0,0 +1,54 @@ +import pytest +from dbt.tests.adapter.utils.base_utils import macros__equals_sql +from dbt.tests.adapter.utils.fixture_equals import ( + SEEDS__DATA_EQUALS_CSV, + MODELS__EQUAL_VALUES_SQL, + MODELS__NOT_EQUAL_VALUES_SQL, +) +from dbt.tests.util import run_dbt, relation_from_name + + +class BaseEquals: + @pytest.fixture(scope="class") + def macros(self): + return { + "equals.sql": macros__equals_sql, + } + + @pytest.fixture(scope="class") + def seeds(self): + return { + "data_equals.csv": SEEDS__DATA_EQUALS_CSV, + } + + @pytest.fixture(scope="class") + def models(self): + return { + "equal_values.sql": MODELS__EQUAL_VALUES_SQL, + "not_equal_values.sql": MODELS__NOT_EQUAL_VALUES_SQL, + } + + def test_equal_values(self, project): + run_dbt(["seed"]) + run_dbt(["run"]) + + # There are 9 cases total; 3 are equal and 6 are not equal + + # 3 are equal + relation = relation_from_name(project.adapter, "equal_values") + result = project.run_sql( + f"select count(*) as num_rows from {relation} where expected = 'same'", fetch="one" + ) + assert result[0] == 3 + + # 6 are not equal + relation = relation_from_name(project.adapter, "not_equal_values") + result = project.run_sql( + f"select count(*) as num_rows from {relation} where expected = 'different'", + fetch="one", + ) + assert result[0] == 6 + + +class TestEquals(BaseEquals): + pass diff --git a/tests/adapter/dbt/tests/adapter/utils/test_null_compare.py b/tests/adapter/dbt/tests/adapter/utils/test_null_compare.py new file mode 100644 index 00000000000..eac901f3972 --- /dev/null +++ b/tests/adapter/dbt/tests/adapter/utils/test_null_compare.py @@ -0,0 +1,40 @@ +import pytest + +from dbt.tests.adapter.utils.base_utils import BaseUtils +from dbt.tests.adapter.utils.fixture_null_compare import ( + MODELS__TEST_MIXED_NULL_COMPARE_SQL, + MODELS__TEST_MIXED_NULL_COMPARE_YML, + MODELS__TEST_NULL_COMPARE_SQL, + MODELS__TEST_NULL_COMPARE_YML, +) +from dbt.tests.util import run_dbt + + +class BaseMixedNullCompare(BaseUtils): + @pytest.fixture(scope="class") + def models(self): + return { + "test_mixed_null_compare.yml": MODELS__TEST_MIXED_NULL_COMPARE_YML, + "test_mixed_null_compare.sql": MODELS__TEST_MIXED_NULL_COMPARE_SQL, + } + + def test_build_assert_equal(self, project): + run_dbt() + run_dbt(["test"], expect_pass=False) + + +class BaseNullCompare(BaseUtils): + @pytest.fixture(scope="class") + def models(self): + return { + "test_null_compare.yml": MODELS__TEST_NULL_COMPARE_YML, + "test_null_compare.sql": MODELS__TEST_NULL_COMPARE_SQL, + } + + +class TestMixedNullCompare(BaseMixedNullCompare): + pass + + +class TestNullCompare(BaseNullCompare): + pass diff --git a/tests/adapter/dbt/tests/adapter/utils/test_validate_sql.py b/tests/adapter/dbt/tests/adapter/utils/test_validate_sql.py new file mode 100644 index 00000000000..24bdd287f94 --- /dev/null +++ b/tests/adapter/dbt/tests/adapter/utils/test_validate_sql.py @@ -0,0 +1,75 @@ +from typing import Type + +import pytest + +from dbt.adapters.base.impl import BaseAdapter +from dbt.exceptions import DbtRuntimeError, InvalidConnectionError + + +class BaseValidateSqlMethod: + """Tests the behavior of the validate_sql method for the relevant adapters. + + The valid and invalid SQL should work with most engines by default, but + both inputs can be overridden as needed for a given engine to get the correct + behavior. + + The base method is meant to throw the appropriate custom exception when validate_sql + fails. + """ + + @pytest.fixture(scope="class") + def valid_sql(self) -> str: + """Returns a valid statement for issuing as a validate_sql query. + + Ideally this would be checkable for non-execution. For example, we could use a + CREATE TABLE statement with an assertion that no table was created. However, + for most adapter types this is unnecessary - the EXPLAIN keyword has exactly the + behavior we want, and here we are essentially testing to make sure it is + supported. As such, we return a simple SELECT query, and leave it to + engine-specific test overrides to specify more detailed behavior as appropriate. + """ + + return "select 1" + + @pytest.fixture(scope="class") + def invalid_sql(self) -> str: + """Returns an invalid statement for issuing a bad validate_sql query.""" + + return "Let's run some invalid SQL and see if we get an error!" + + @pytest.fixture(scope="class") + def expected_exception(self) -> Type[Exception]: + """Returns the Exception type thrown by a failed query. + + Defaults to dbt.exceptions.DbtRuntimeError because that is the most common + base exception for adapters to throw.""" + return DbtRuntimeError + + def test_validate_sql_success(self, adapter: BaseAdapter, valid_sql: str) -> None: + """Executes validate_sql on valid SQL. No news is good news.""" + with adapter.connection_named("test_valid_sql_validation"): + adapter.validate_sql(valid_sql) + + def test_validate_sql_failure( + self, + adapter: BaseAdapter, + invalid_sql: str, + expected_exception: Type[Exception], + ) -> None: + """Executes validate_sql on invalid SQL, expecting the exception.""" + with pytest.raises(expected_exception=expected_exception) as excinfo: + with adapter.connection_named("test_invalid_sql_validation"): + adapter.validate_sql(invalid_sql) + + # InvalidConnectionError is a subclass of DbtRuntimeError, so we have to handle + # it separately. + if excinfo.type == InvalidConnectionError: + raise ValueError( + "Unexpected InvalidConnectionError. This typically indicates a problem " + "with the test setup, rather than the expected error for an invalid " + "validate_sql query." + ) from excinfo.value + + +class TestValidateSqlMethod(BaseValidateSqlMethod): + pass diff --git a/tests/adapter/setup.py b/tests/adapter/setup.py index 6ae06442f3b..87477a1d0a9 100644 --- a/tests/adapter/setup.py +++ b/tests/adapter/setup.py @@ -2,9 +2,9 @@ import os import sys -if sys.version_info < (3, 7): +if sys.version_info < (3, 8): print("Error: dbt does not support this version of Python.") - print("Please upgrade to Python 3.7 or higher.") + print("Please upgrade to Python 3.8 or higher.") sys.exit(1) @@ -20,7 +20,7 @@ package_name = "dbt-tests-adapter" -package_version = "1.5.0rc1" +package_version = "1.7.0b2" description = """The dbt adapter tests for adapter plugins""" this_directory = os.path.abspath(os.path.dirname(__file__)) @@ -48,9 +48,10 @@ "Operating System :: Microsoft :: Windows", "Operating System :: MacOS :: MacOS X", "Operating System :: POSIX :: Linux", - "Programming Language :: Python :: 3.7", "Programming Language :: Python :: 3.8", "Programming Language :: Python :: 3.9", + "Programming Language :: Python :: 3.10", + "Programming Language :: Python :: 3.11", ], - python_requires=">=3.7", + python_requires=">=3.8", ) diff --git a/tests/functional/README.md b/tests/functional/README.md index 5c24a3e75eb..b5aa542ea4a 100644 --- a/tests/functional/README.md +++ b/tests/functional/README.md @@ -11,4 +11,4 @@ * Explore using: * https://github.com/pytest-docker-compose/pytest-docker-compose or * https://github.com/avast/pytest-docker for automatically managing a postgres instance running in a docker container - * Track test converage (https://pytest-cov.readthedocs.io/en/latest) + * Track test coverage (https://pytest-cov.readthedocs.io/en/latest) diff --git a/tests/functional/groups/test_access.py b/tests/functional/access/test_access.py similarity index 50% rename from tests/functional/groups/test_access.py rename to tests/functional/access/test_access.py index 2a8902b3027..424616970f7 100644 --- a/tests/functional/groups/test_access.py +++ b/tests/functional/access/test_access.py @@ -1,4 +1,7 @@ import pytest + +from dbt.tests.fixtures.project import write_project_files +from tests.fixtures.dbt_integration_project import dbt_integration_project # noqa: F401 from dbt.tests.util import run_dbt, get_manifest, write_file, rm_file from dbt.node_types import AccessType from dbt.exceptions import InvalidAccessTypeError, DbtReferenceError @@ -10,19 +13,26 @@ yet_another_model_sql = "select 999 as weird" schema_yml = """ -version: 2 +models: + - name: my_model + description: "my model" + access: public + - name: another_model + description: "yet another model" +""" +ephemeral_schema_yml = """ models: - name: my_model description: "my model" access: public + config: + materialized: ephemeral - name: another_model description: "yet another model" """ v2_schema_yml = """ -version: 2 - models: - name: my_model description: "my model" @@ -39,8 +49,6 @@ """ groups_yml = """ -version: 2 - groups: - name: analytics owner: @@ -52,8 +60,6 @@ v3_schema_yml = """ -version: 2 - models: - name: my_model description: "my model" @@ -67,8 +73,6 @@ """ v4_schema_yml = """ -version: 2 - models: - name: my_model description: "my model" @@ -82,8 +86,6 @@ """ simple_exposure_yml = """ -version: 2 - exposures: - name: simple_exposure label: simple exposure label @@ -95,8 +97,6 @@ """ v5_schema_yml = """ -version: 2 - models: - name: my_model description: "my model" @@ -112,7 +112,7 @@ group: analytics - name: people_model description: "some people" - access: private + access: public group: analytics """ @@ -124,22 +124,40 @@ select 1 as id, 'Callum' as first_name, 'McCann' as last_name, 'emerald' as favorite_color, true as loves_dbt, 0 as tenure, current_timestamp as created_at """ -people_metric_yml = """ -version: 2 +people_semantic_model_yml = """ +semantic_models: + - name: semantic_people + model: ref('people_model') + dimensions: + - name: favorite_color + type: categorical + - name: created_at + type: TIME + type_params: + time_granularity: day + measures: + - name: years_tenure + agg: SUM + expr: tenure + - name: people + agg: count + expr: id + entities: + - name: id + type: primary + defaults: + agg_time_dimension: created_at +""" +people_metric_yml = """ metrics: - name: number_of_people label: "Number of people" description: Total count of people - model: "ref('people_model')" - calculation_method: count - expression: "*" - timestamp: created_at - time_grains: [day, week, month] - dimensions: - - favorite_color - - loves_dbt + type: simple + type_params: + measure: "people" meta: my_meta: 'testing' config: @@ -147,21 +165,14 @@ """ v2_people_metric_yml = """ -version: 2 - metrics: - name: number_of_people label: "Number of people" description: Total count of people - model: "ref('people_model')" - calculation_method: count - expression: "*" - timestamp: created_at - time_grains: [day, week, month] - dimensions: - - favorite_color - - loves_dbt + type: simple + type_params: + measure: "people" meta: my_meta: 'testing' config: @@ -169,6 +180,59 @@ """ +dbt_integration_project__dbt_project_yml_restrited_access = """ +name: dbt_integration_project +version: '1.0' +config-version: 2 + +model-paths: ["models"] # paths to models +analysis-paths: ["analyses"] # path with analysis files which are compiled, but not run +target-path: "target" # path for compiled code +clean-targets: ["target"] # directories removed by the clean task +test-paths: ["tests"] # where to store test results +seed-paths: ["seeds"] # load CSVs from this directory with `dbt seed` +macro-paths: ["macros"] # where to find macros + +profile: user + +models: + dbt_integration_project: + +restrict-access: True +""" + + +dbt_integration_project__schema_yml_protected_model = """ +version: 2 +models: +- name: table_model + access: protected +""" + +dbt_integration_project__schema_yml_private_model = """ +version: 2 +models: +- name: table_model + access: private + group: package +""" + +ref_package_model_sql = """ + select * from {{ ref('dbt_integration_project', 'table_model') }} +""" + +schema_yml_ref_package_model = """ +version: 2 +models: +- name: ref_package_model + group: package +""" + +metricflow_time_spine_sql = """ +SELECT to_date('02/20/2023', 'mm/dd/yyyy') as date_day +""" + + class TestAccess: @pytest.fixture(scope="class") def models(self): @@ -179,11 +243,9 @@ def models(self): } def test_access_attribute(self, project): + manifest = run_dbt(["parse"]) + assert len(manifest.nodes) == 2 - results = run_dbt(["run"]) - assert len(results) == 2 - - manifest = get_manifest(project.project_root) my_model_id = "model.test.my_model" another_model_id = "model.test.another_model" assert my_model_id in manifest.nodes @@ -192,25 +254,34 @@ def test_access_attribute(self, project): assert manifest.nodes[my_model_id].access == AccessType.Public assert manifest.nodes[another_model_id].access == AccessType.Protected + # write a file with invalid materialization for public access value + write_file(ephemeral_schema_yml, project.project_root, "models", "schema.yml") + with pytest.raises(InvalidAccessTypeError): + run_dbt(["parse"]) + # write a file with an invalid access value write_file(yet_another_model_sql, project.project_root, "models", "yet_another_model.sql") write_file(v2_schema_yml, project.project_root, "models", "schema.yml") with pytest.raises(InvalidAccessTypeError): - run_dbt(["run"]) + run_dbt(["parse"]) + + write_file(v2_schema_yml, project.project_root, "models", "schema.yml") + with pytest.raises(InvalidAccessTypeError): + run_dbt(["parse"]) # Remove invalid access files and write out model that refs my_model rm_file(project.project_root, "models", "yet_another_model.sql") write_file(schema_yml, project.project_root, "models", "schema.yml") write_file(ref_my_model_sql, project.project_root, "models", "ref_my_model.sql") - results = run_dbt(["run"]) - assert len(results) == 3 + manifest = run_dbt(["parse"]) + assert len(manifest.nodes) == 3 # make my_model private, set same group on my_model and ref_my_model write_file(groups_yml, project.project_root, "models", "groups.yml") write_file(v3_schema_yml, project.project_root, "models", "schema.yml") - results = run_dbt(["run"]) - assert len(results) == 3 + manifest = run_dbt(["parse"]) + assert len(manifest.nodes) == 3 manifest = get_manifest(project.project_root) ref_my_model_id = "model.test.ref_my_model" assert manifest.nodes[my_model_id].group == "analytics" @@ -219,33 +290,111 @@ def test_access_attribute(self, project): # Change group on ref_my_model and it should raise write_file(v4_schema_yml, project.project_root, "models", "schema.yml") with pytest.raises(DbtReferenceError): - run_dbt(["run"]) + run_dbt(["parse"]) # put back group on ref_my_model, add exposure with ref to private model write_file(v3_schema_yml, project.project_root, "models", "schema.yml") # verify it works again - results = run_dbt(["run"]) - assert len(results) == 3 + manifest = run_dbt(["parse"]) + assert len(manifest.nodes) == 3 # Write out exposure refing private my_model write_file(simple_exposure_yml, project.project_root, "models", "simple_exposure.yml") # Fails with reference error with pytest.raises(DbtReferenceError): - run_dbt(["run"]) + run_dbt(["parse"]) # Remove exposure and add people model and metric file write_file(v5_schema_yml, project.project_root, "models", "schema.yml") rm_file(project.project_root, "models", "simple_exposure.yml") write_file(people_model_sql, "models", "people_model.sql") + write_file(people_semantic_model_yml, "models", "people_semantic_model.yml") write_file(people_metric_yml, "models", "people_metric.yml") + write_file(metricflow_time_spine_sql, "models", "metricflow_time_spine.sql") # Should succeed - results = run_dbt(["run"]) - assert len(results) == 4 + manifest = run_dbt(["parse"]) + assert len(manifest.nodes) == 5 manifest = get_manifest(project.project_root) metric_id = "metric.test.number_of_people" assert manifest.metrics[metric_id].group == "analytics" - # Change group of metric - write_file(v2_people_metric_yml, "models", "people_metric.yml") - # Should raise a reference error + +class TestUnrestrictedPackageAccess: + @pytest.fixture(scope="class", autouse=True) + def setUp(self, project_root, dbt_integration_project): # noqa: F811 + write_project_files(project_root, "dbt_integration_project", dbt_integration_project) + + @pytest.fixture(scope="class") + def packages(self): + return {"packages": [{"local": "dbt_integration_project"}]} + + @pytest.fixture(scope="class") + def models(self): + return {"ref_protected_package_model.sql": ref_package_model_sql} + + def test_unrestricted_protected_ref(self, project): + write_file( + dbt_integration_project__schema_yml_protected_model, + project.project_root, + "dbt_integration_project", + "models", + "schema.yml", + ) + run_dbt(["deps"]) + + # Runs without issue because restrict-access defaults to False + manifest = run_dbt(["parse"]) + assert len(manifest.nodes) == 4 + root_project_model = manifest.nodes["model.test.ref_protected_package_model"] + assert root_project_model.depends_on_nodes == ["model.dbt_integration_project.table_model"] + + +class TestRestrictedPackageAccess: + @pytest.fixture(scope="class", autouse=True) + def setUp(self, project_root, dbt_integration_project): # noqa: F811 + write_project_files(project_root, "dbt_integration_project", dbt_integration_project) + # Set table_model.access to protected + write_file( + dbt_integration_project__schema_yml_protected_model, + project_root, + "dbt_integration_project", + "models", + "schema.yml", + ) + # Set dbt_integration_project.restrict-access to True + write_file( + dbt_integration_project__dbt_project_yml_restrited_access, + project_root, + "dbt_integration_project", + "dbt_project.yml", + ) + + @pytest.fixture(scope="class") + def packages(self): + return {"packages": [{"local": "dbt_integration_project"}]} + + @pytest.fixture(scope="class") + def models(self): + return { + "ref_package_model.sql": ref_package_model_sql, + "schema.yml": schema_yml_ref_package_model, + } + + def test_restricted_protected_ref(self, project): + run_dbt(["deps"]) + with pytest.raises(DbtReferenceError): + run_dbt(["parse"]) + + def test_restricted_private_ref(self, project): + run_dbt(["deps"]) + + # Set table_model.access to private + write_file( + dbt_integration_project__schema_yml_private_model, + project.project_root, + "dbt_integration_project", + "models", + "schema.yml", + ) + with pytest.raises(DbtReferenceError): - run_dbt(["run"]) + run_dbt(["parse"]) diff --git a/tests/functional/artifacts/data/state/v1/manifest.json b/tests/functional/artifacts/data/state/v1/manifest.json index 413c9e038e7..2811b74562a 100644 --- a/tests/functional/artifacts/data/state/v1/manifest.json +++ b/tests/functional/artifacts/data/state/v1/manifest.json @@ -1 +1 @@ -{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v1.json", "dbt_version": "0.19.2", "generated_at": "2022-06-08T05:12:57.550908Z", "invocation_id": "57566e21-fbd4-4848-87ca-d05ddbd9012e", "env": {}, "project_id": "098f6bcd4621d373cade4e832627b4f6", "user_id": null, "send_anonymous_usage_stats": false, "adapter_type": "postgres"}, "nodes": {"model.test.my_model": {"raw_sql": "select 1 as id", "resource_type": "model", "depends_on": {"macros": [], "nodes": []}, "config": {"enabled": true, "materialized": "view", "persist_docs": {}, "vars": {}, "quoting": {}, "column_types": {}, "alias": null, "schema": null, "database": null, "tags": [], "full_refresh": null, "post-hook": [], "pre-hook": []}, "database": "jerco", "schema": "dbt_jcohen", "fqn": ["test", "my_model"], "unique_id": "model.test.my_model", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "my_model.sql", "original_file_path": "models/my_model.sql", "name": "my_model", "alias": "my_model", "checksum": {"name": "sha256", "checksum": "479636cb85ce8d3b0f8db5ff13cf338b61254ad98d905630eac61f963e719e9d"}, "tags": [], "refs": [], "sources": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}}}, "sources": {}, "macros": {"macro.test.drop_relation": {"unique_id": "macro.test.drop_relation", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(dbt_labs_materialized_views.drop_relation(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.test.postgres__list_relations_without_caching": {"unique_id": "macro.test.postgres__list_relations_without_caching", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {{ return(dbt_labs_materialized_views.postgres__list_relations_without_caching(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.test.postgres_get_relations": {"unique_id": "macro.test.postgres_get_relations", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(dbt_labs_materialized_views.postgres_get_relations()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.postgres_get_relations"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.test.redshift__list_relations_without_caching": {"unique_id": "macro.test.redshift__list_relations_without_caching", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "redshift__list_relations_without_caching", "macro_sql": "{% macro redshift__list_relations_without_caching(schema_relation) %}\n {{ return(dbt_labs_materialized_views.redshift__list_relations_without_caching(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.redshift__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.test.load_relation": {"unique_id": "macro.test.load_relation", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(dbt_labs_materialized_views.redshift_load_relation_or_mv(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__get_catalog": {"unique_id": "macro.dbt_postgres.postgres__get_catalog", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "name": "postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n\n {%- call statement('catalog', fetch_result=True) -%}\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n\n where (\n {%- for schema in schemas -%}\n upper(sch.nspname) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence = 'p' -- [p]ermanent table. Other values are [u]nlogged table, [t]emporary table\n and tbl.relkind in ('r', 'v', 'f', 'p') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table, [m]aterialized view\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres_get_relations": {"unique_id": "macro.dbt_postgres.postgres_get_relations", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "name": "postgres_get_relations", "macro_sql": "{% macro postgres_get_relations () -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__create_table_as": {"unique_id": "macro.dbt_postgres.postgres__create_table_as", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__create_schema": {"unique_id": "macro.dbt_postgres.postgres__create_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__drop_schema": {"unique_id": "macro.dbt_postgres.postgres__drop_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__information_schema_name": {"unique_id": "macro.dbt_postgres.postgres__information_schema_name", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__list_schemas": {"unique_id": "macro.dbt_postgres.postgres__list_schemas", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__check_schema_exists": {"unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__current_timestamp": {"unique_id": "macro.dbt_postgres.postgres__current_timestamp", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__snapshot_get_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__make_temp_relation": {"unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix_length = suffix|length + dtstring|length %}\n {% set relation_max_name_length = 63 %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Temp relation suffix is too long (' ~ suffix|length ~ ' characters). Maximum length is ' ~ (relation_max_name_length - dtstring|length) ~ ' characters.') %}\n {% endif %}\n {% set tmp_identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix ~ dtstring %}\n {% do return(base_relation.incorporate(\n path={\n \"identifier\": tmp_identifier,\n \"schema\": none,\n \"database\": none\n })) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres_escape_comment": {"unique_id": "macro.dbt_postgres.postgres_escape_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__alter_relation_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__alter_column_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% for column_name in column_dict %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "name": "postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.statement": {"unique_id": "macro.dbt.statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/core.sql", "original_file_path": "macros/core.sql", "name": "statement", "macro_sql": "{% macro statement(name=None, fetch_result=False, auto_begin=True) -%}\n {%- if execute: -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- set res, table = adapter.execute(sql, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.noop_statement": {"unique_id": "macro.dbt.noop_statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/core.sql", "original_file_path": "macros/core.sql", "name": "noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.run_hooks": {"unique_id": "macro.dbt.run_hooks", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.column_list": {"unique_id": "macro.dbt.column_list", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "column_list", "macro_sql": "{% macro column_list(columns) %}\n {%- for col in columns %}\n {{ col.name }} {% if not loop.last %},{% endif %}\n {% endfor -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.column_list_for_create_table": {"unique_id": "macro.dbt.column_list_for_create_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "column_list_for_create_table", "macro_sql": "{% macro column_list_for_create_table(columns) %}\n {%- for col in columns %}\n {{ col.name }} {{ col.data_type }} {%- if not loop.last %},{% endif %}\n {% endfor -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.make_hook_config": {"unique_id": "macro.dbt.make_hook_config", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.before_begin": {"unique_id": "macro.dbt.before_begin", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.in_transaction": {"unique_id": "macro.dbt.in_transaction", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.after_commit": {"unique_id": "macro.dbt.after_commit", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.drop_relation_if_exists": {"unique_id": "macro.dbt.drop_relation_if_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.load_relation": {"unique_id": "macro.dbt.load_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.should_full_refresh": {"unique_id": "macro.dbt.should_full_refresh", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.snapshot_merge_sql": {"unique_id": "macro.dbt.snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot/snapshot_merge.sql", "name": "snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql')(target, source, insert_cols) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__snapshot_merge_sql": {"unique_id": "macro.dbt.default__snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot/snapshot_merge.sql", "name": "default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n ;\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.strategy_dispatch": {"unique_id": "macro.dbt.strategy_dispatch", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.snapshot_hash_arguments": {"unique_id": "macro.dbt.snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments')(args) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__snapshot_hash_arguments": {"unique_id": "macro.dbt.default__snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.snapshot_get_time": {"unique_id": "macro.dbt.snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_get_time", "macro_sql": "{% macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__snapshot_get_time": {"unique_id": "macro.dbt.default__snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() -%}\n {{ current_timestamp() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.snapshot_timestamp_strategy": {"unique_id": "macro.dbt.snapshot_timestamp_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/fishtown-analytics/dbt/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.snapshot_string_as_time": {"unique_id": "macro.dbt.snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time')(timestamp) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__snapshot_string_as_time": {"unique_id": "macro.dbt.default__snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.snapshot_check_all_get_existing_columns": {"unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists) -%}\n {%- set query_columns = get_columns_in_query(node['compiled_sql']) -%}\n {%- if not target_exists -%}\n {# no table yet -> return whatever the query does #}\n {{ return([false, query_columns]) }}\n {%- endif -%}\n {# handle any schema changes #}\n {%- set target_table = node.get('alias', node.get('name')) -%}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=target_table) -%}\n {%- set existing_cols = get_columns_in_query('select * from ' ~ target_relation) -%}\n {%- set ns = namespace() -%} {# handle for-loop scoping with a namespace #}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(col) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return([ns.column_added, intersection]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.snapshot_check_strategy": {"unique_id": "macro.dbt.snapshot_check_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n \n {% set select_current_time -%}\n select {{ snapshot_get_time() }} as snapshot_start\n {%- endset %}\n\n {#-- don't access the column by name, to avoid dealing with casing issues on snowflake #}\n {%- set now = run_query(select_current_time)[0][0] -%}\n {% if now is none or now is undefined -%}\n {%- do exceptions.raise_compiler_error('Could not get a snapshot start time from the database') -%}\n {%- endif %}\n {% set updated_at = snapshot_string_as_time(now) %}\n\n {% set column_added = false %}\n\n {% if check_cols_config == 'all' %}\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists) %}\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {% set check_cols = check_cols_config %}\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n TRUE\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.run_query", "macro.dbt.snapshot_string_as_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.create_columns": {"unique_id": "macro.dbt.create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns')(relation, columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__create_columns": {"unique_id": "macro.dbt.default__create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.post_snapshot": {"unique_id": "macro.dbt.post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot')(staging_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__post_snapshot": {"unique_id": "macro.dbt.default__post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.snapshot_staging_table": {"unique_id": "macro.dbt.snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select \n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n \n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n \n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.build_snapshot_table": {"unique_id": "macro.dbt.build_snapshot_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.get_or_create_relation": {"unique_id": "macro.dbt.get_or_create_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.build_snapshot_staging_table": {"unique_id": "macro.dbt.build_snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set tmp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, tmp_relation, select) }}\n {% endcall %}\n\n {% do return(tmp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.materialization_snapshot_default": {"unique_id": "macro.dbt.materialization_snapshot_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n\n {% if not adapter.check_schema_exists(model.database, model.schema) %}\n {% do create_schema(model.database, model.schema) %}\n {% endif %}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_sql']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_schema", "macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.persist_docs", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.create_csv_table": {"unique_id": "macro.dbt.create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.reset_csv_table": {"unique_id": "macro.dbt.reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.load_csv_rows": {"unique_id": "macro.dbt.load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__create_csv_table": {"unique_id": "macro.dbt.default__create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__reset_csv_table": {"unique_id": "macro.dbt.default__reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.get_seed_column_quoted_csv": {"unique_id": "macro.dbt.get_seed_column_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.basic_load_csv_rows": {"unique_id": "macro.dbt.basic_load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "basic_load_csv_rows", "macro_sql": "{% macro basic_load_csv_rows(model, batch_size, agate_table) %}\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n %s\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_seed_column_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__load_csv_rows": {"unique_id": "macro.dbt.default__load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n {{ return(basic_load_csv_rows(model, 10000, agate_table) )}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.basic_load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.materialization_seed_default": {"unique_id": "macro.dbt.materialization_seed_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set agate_table = load_agate_table() -%}\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ create_table_sql }};\n -- dbt seed --\n {{ sql }}\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.incremental_upsert": {"unique_id": "macro.dbt.incremental_upsert", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/helpers.sql", "original_file_path": "macros/materializations/incremental/helpers.sql", "name": "incremental_upsert", "macro_sql": "{% macro incremental_upsert(tmp_relation, target_relation, unique_key=none, statement_name=\"main\") %}\n {%- set dest_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set dest_cols_csv = dest_columns | map(attribute='quoted') | join(', ') -%}\n\n {%- if unique_key is not none -%}\n delete\n from {{ target_relation }}\n where ({{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ tmp_relation }}\n );\n {%- endif %}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ tmp_relation }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.materialization_incremental_default": {"unique_id": "macro.dbt.materialization_incremental_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/incremental.sql", "original_file_path": "macros/materializations/incremental/incremental.sql", "name": "materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n {% set unique_key = config.get('unique_key') %}\n\n {% set target_relation = this.incorporate(type='table') %}\n {% set existing_relation = load_relation(this) %}\n {% set tmp_relation = make_temp_relation(this) %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n {% if existing_relation is none %}\n {% set build_sql = create_table_as(False, target_relation, sql) %}\n {% elif existing_relation.is_view or should_full_refresh() %}\n {#-- Make sure the backup doesn't exist so we don't encounter issues with the rename below #}\n {% set backup_identifier = existing_relation.identifier ~ \"__dbt_backup\" %}\n {% set backup_relation = existing_relation.incorporate(path={\"identifier\": backup_identifier}) %}\n {% do adapter.drop_relation(backup_relation) %}\n\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% set build_sql = create_table_as(False, target_relation, sql) %}\n {% do to_drop.append(backup_relation) %}\n {% else %}\n {% set tmp_relation = make_temp_relation(target_relation) %}\n {% do run_query(create_table_as(True, tmp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=tmp_relation,\n to_relation=target_relation) %}\n {% set build_sql = incremental_upsert(tmp_relation, target_relation, unique_key=unique_key) %}\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.load_relation", "macro.dbt.make_temp_relation", "macro.dbt.run_hooks", "macro.dbt.create_table_as", "macro.dbt.should_full_refresh", "macro.dbt.run_query", "macro.dbt.incremental_upsert", "macro.dbt.statement", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.get_merge_sql": {"unique_id": "macro.dbt.get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, predicates=none) -%}\n {{ adapter.dispatch('get_merge_sql')(target, source, unique_key, dest_columns, predicates) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.get_delete_insert_merge_sql": {"unique_id": "macro.dbt.get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql')(target, source, unique_key, dest_columns) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__get_merge_sql": {"unique_id": "macro.dbt.default__get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, predicates) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{ predicates | join(' and ') }}\n\n {% if unique_key %}\n when matched then update set\n {% for column in dest_columns -%}\n {{ adapter.quote(column.name) }} = DBT_INTERNAL_SOURCE.{{ adapter.quote(column.name) }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.get_quoted_csv": {"unique_id": "macro.dbt.get_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.common_get_delete_insert_merge_sql": {"unique_id": "macro.dbt.common_get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "common_get_delete_insert_merge_sql", "macro_sql": "{% macro common_get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key is not none %}\n delete from {{ target }}\n where ({{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n );\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n );\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__get_delete_insert_merge_sql": {"unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n {{ common_get_delete_insert_merge_sql(target, source, unique_key, dest_columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.common_get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.materialization_table_default": {"unique_id": "macro.dbt.materialization_table_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/table/table.sql", "original_file_path": "macros/materializations/table/table.sql", "name": "materialization_table_default", "macro_sql": "{% materialization table, default %}\n {%- set identifier = model['alias'] -%}\n {%- set tmp_identifier = model['name'] + '__dbt_tmp' -%}\n {%- set backup_identifier = model['name'] + '__dbt_backup' -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier,\n schema=schema,\n database=database,\n type='table') -%}\n {%- set intermediate_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema,\n database=database,\n type='table') -%}\n\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if old_relation is none else old_relation.type -%}\n {%- set backup_relation = api.Relation.create(identifier=backup_identifier,\n schema=schema,\n database=database,\n type=backup_relation_type) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n\n -- drop the temp relations if they exists for some reason\n {{ adapter.drop_relation(intermediate_relation) }}\n {{ adapter.drop_relation(backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ create_table_as(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if old_relation is not none %}\n {{ adapter.rename_relation(target_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.persist_docs", "macro.dbt.drop_relation_if_exists"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.materialization_view_default": {"unique_id": "macro.dbt.materialization_view_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/view.sql", "original_file_path": "macros/materializations/view/view.sql", "name": "materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set identifier = model['alias'] -%}\n {%- set tmp_identifier = model['name'] + '__dbt_tmp' -%}\n {%- set backup_identifier = model['name'] + '__dbt_backup' -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {%- set intermediate_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema, database=database, type='view') -%}\n\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"old_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the old_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the old_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if old_relation is none else old_relation.type -%}\n {%- set backup_relation = api.Relation.create(identifier=backup_identifier,\n schema=schema, database=database,\n type=backup_relation_type) -%}\n\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exists for some reason\n {{ adapter.drop_relation(intermediate_relation) }}\n {{ adapter.drop_relation(backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ create_view_as(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if old_relation is not none %}\n {{ adapter.rename_relation(target_relation, backup_relation) }}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_view_as", "macro.dbt.persist_docs", "macro.dbt.drop_relation_if_exists"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.handle_existing_table": {"unique_id": "macro.dbt.handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/view/create_or_replace_view.sql", "name": "handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch(\"handle_existing_table\", packages=['dbt'])(full_refresh, old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__handle_existing_table": {"unique_id": "macro.dbt.default__handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/view/create_or_replace_view.sql", "name": "default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.create_or_replace_view": {"unique_id": "macro.dbt.create_or_replace_view", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/view/create_or_replace_view.sql", "name": "create_or_replace_view", "macro_sql": "{% macro create_or_replace_view(run_outside_transaction_hooks=True) %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n\n {% if run_outside_transaction_hooks %}\n -- no transactions on BigQuery\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n {% endif %}\n\n -- `BEGIN` happens here on Snowflake\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ create_view_as(target_relation, sql) }}\n {%- endcall %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if run_outside_transaction_hooks %}\n -- No transactions on BigQuery\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n {% endif %}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.generate_alias_name": {"unique_id": "macro.dbt.generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_alias.sql", "original_file_path": "macros/etc/get_custom_alias.sql", "name": "generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name is none -%}\n\n {{ node.name }}\n\n {%- else -%}\n\n {{ custom_alias_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.run_query": {"unique_id": "macro.dbt.run_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/query.sql", "original_file_path": "macros/etc/query.sql", "name": "run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.is_incremental": {"unique_id": "macro.dbt.is_incremental", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/is_incremental.sql", "original_file_path": "macros/etc/is_incremental.sql", "name": "is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.convert_datetime": {"unique_id": "macro.dbt.convert_datetime", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.dates_in_range": {"unique_id": "macro.dbt.dates_in_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partiton start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.partition_range": {"unique_id": "macro.dbt.partition_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.py_current_timestring": {"unique_id": "macro.dbt.py_current_timestring", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.generate_schema_name": {"unique_id": "macro.dbt.generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_schema.sql", "original_file_path": "macros/etc/get_custom_schema.sql", "name": "generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.generate_schema_name_for_env": {"unique_id": "macro.dbt.generate_schema_name_for_env", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_schema.sql", "original_file_path": "macros/etc/get_custom_schema.sql", "name": "generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.generate_database_name": {"unique_id": "macro.dbt.generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_database.sql", "original_file_path": "macros/etc/get_custom_database.sql", "name": "generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name')(custom_database_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__generate_database_name": {"unique_id": "macro.dbt.default__generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_database.sql", "original_file_path": "macros/etc/get_custom_database.sql", "name": "default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.get_columns_in_query": {"unique_id": "macro.dbt.get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query')(select_sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__get_columns_in_query": {"unique_id": "macro.dbt.default__get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n {% endcall %}\n\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.create_schema": {"unique_id": "macro.dbt.create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__create_schema": {"unique_id": "macro.dbt.default__create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.drop_schema": {"unique_id": "macro.dbt.drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__drop_schema": {"unique_id": "macro.dbt.default__drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.create_table_as": {"unique_id": "macro.dbt.create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, sql) -%}\n {{ adapter.dispatch('create_table_as')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__create_table_as": {"unique_id": "macro.dbt.default__create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n as (\n {{ sql }}\n );\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.create_view_as": {"unique_id": "macro.dbt.create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__create_view_as": {"unique_id": "macro.dbt.default__create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }} as (\n {{ sql }}\n );\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.get_catalog": {"unique_id": "macro.dbt.get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog')(information_schema, schemas)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__get_catalog": {"unique_id": "macro.dbt.default__get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.get_columns_in_relation": {"unique_id": "macro.dbt.get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.sql_convert_columns_in_relation": {"unique_id": "macro.dbt.sql_convert_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__get_columns_in_relation": {"unique_id": "macro.dbt.default__get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.alter_column_type": {"unique_id": "macro.dbt.alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.alter_column_comment": {"unique_id": "macro.dbt.alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment')(relation, column_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__alter_column_comment": {"unique_id": "macro.dbt.default__alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.alter_relation_comment": {"unique_id": "macro.dbt.alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment')(relation, relation_comment)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__alter_relation_comment": {"unique_id": "macro.dbt.default__alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.persist_docs": {"unique_id": "macro.dbt.persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__persist_docs": {"unique_id": "macro.dbt.default__persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__alter_column_type": {"unique_id": "macro.dbt.default__alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.drop_relation": {"unique_id": "macro.dbt.drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__drop_relation": {"unique_id": "macro.dbt.default__drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.truncate_relation": {"unique_id": "macro.dbt.truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__truncate_relation": {"unique_id": "macro.dbt.default__truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.rename_relation": {"unique_id": "macro.dbt.rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation')(from_relation, to_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__rename_relation": {"unique_id": "macro.dbt.default__rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.information_schema_name": {"unique_id": "macro.dbt.information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__information_schema_name": {"unique_id": "macro.dbt.default__information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.list_schemas": {"unique_id": "macro.dbt.list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__list_schemas": {"unique_id": "macro.dbt.default__list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.check_schema_exists": {"unique_id": "macro.dbt.check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists')(information_schema, schema)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__check_schema_exists": {"unique_id": "macro.dbt.default__check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.list_relations_without_caching": {"unique_id": "macro.dbt.list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching')(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__list_relations_without_caching": {"unique_id": "macro.dbt.default__list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.current_timestamp": {"unique_id": "macro.dbt.current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "current_timestamp", "macro_sql": "{% macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__current_timestamp": {"unique_id": "macro.dbt.default__current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter '+adapter.type()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.collect_freshness": {"unique_id": "macro.dbt.collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__collect_freshness": {"unique_id": "macro.dbt.default__collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.make_temp_relation": {"unique_id": "macro.dbt.make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation')(base_relation, suffix))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__make_temp_relation": {"unique_id": "macro.dbt.default__make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {% set tmp_identifier = base_relation.identifier ~ suffix %}\n {% set tmp_relation = base_relation.incorporate(\n path={\"identifier\": tmp_identifier}) -%}\n\n {% do return(tmp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.set_sql_header": {"unique_id": "macro.dbt.set_sql_header", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__test_relationships": {"unique_id": "macro.dbt.default__test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/relationships.sql", "original_file_path": "macros/schema_tests/relationships.sql", "name": "default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, to, field) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('from')) %}\n\n\nselect count(*) as validation_errors\nfrom (\n select {{ column_name }} as id from {{ model }}\n) as child\nleft join (\n select {{ field }} as id from {{ to }}\n) as parent on parent.id = child.id\nwhere child.id is not null\n and parent.id is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.test_relationships": {"unique_id": "macro.dbt.test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/relationships.sql", "original_file_path": "macros/schema_tests/relationships.sql", "name": "test_relationships", "macro_sql": "{% macro test_relationships(model, to, field) %}\n {% set macro = adapter.dispatch('test_relationships') %}\n {{ macro(model, to, field, **kwargs) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__test_not_null": {"unique_id": "macro.dbt.default__test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/not_null.sql", "original_file_path": "macros/schema_tests/not_null.sql", "name": "default__test_not_null", "macro_sql": "{% macro default__test_not_null(model) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n\nselect count(*) as validation_errors\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.test_not_null": {"unique_id": "macro.dbt.test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/not_null.sql", "original_file_path": "macros/schema_tests/not_null.sql", "name": "test_not_null", "macro_sql": "{% macro test_not_null(model) %}\n {% set macro = adapter.dispatch('test_not_null') %}\n {{ macro(model, **kwargs) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__test_unique": {"unique_id": "macro.dbt.default__test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/unique.sql", "original_file_path": "macros/schema_tests/unique.sql", "name": "default__test_unique", "macro_sql": "{% macro default__test_unique(model) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n\nselect count(*) as validation_errors\nfrom (\n\n select\n {{ column_name }}\n\n from {{ model }}\n where {{ column_name }} is not null\n group by {{ column_name }}\n having count(*) > 1\n\n) validation_errors\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.test_unique": {"unique_id": "macro.dbt.test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/unique.sql", "original_file_path": "macros/schema_tests/unique.sql", "name": "test_unique", "macro_sql": "{% macro test_unique(model) %}\n {% set macro = adapter.dispatch('test_unique') %}\n {{ macro(model, **kwargs) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__test_accepted_values": {"unique_id": "macro.dbt.default__test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/accepted_values.sql", "original_file_path": "macros/schema_tests/accepted_values.sql", "name": "default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, values) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('field')) %}\n{% set quote_values = kwargs.get('quote', True) %}\n\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field not in (\n {% for value in values -%}\n {% if quote_values -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n)\n\nselect count(*) as validation_errors\nfrom validation_errors\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.test_accepted_values": {"unique_id": "macro.dbt.test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/accepted_values.sql", "original_file_path": "macros/schema_tests/accepted_values.sql", "name": "test_accepted_values", "macro_sql": "{% macro test_accepted_values(model, values) %}\n {% set macro = adapter.dispatch('test_accepted_values') %}\n {{ macro(model, values, **kwargs) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}}, "docs": {"dbt.__overview__": {"unique_id": "dbt.__overview__", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "overview.md", "original_file_path": "docs/overview.md", "name": "__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--models` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/overview)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [chat](https://community.getdbt.com/) on Slack for live questions and support."}}, "exposures": {}, "selectors": {}, "disabled": [], "parent_map": {"model.test.my_model": []}, "child_map": {"model.test.my_model": []}} +{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v1.json", "dbt_version": "0.19.2", "generated_at": "2022-06-08T05:12:57.550908Z", "invocation_id": "57566e21-fbd4-4848-87ca-d05ddbd9012e", "env": {}, "project_id": "098f6bcd4621d373cade4e832627b4f6", "user_id": null, "send_anonymous_usage_stats": false, "adapter_type": "postgres"}, "nodes": {"model.test.my_model": {"raw_sql": "select 1 as id", "resource_type": "model", "depends_on": {"macros": [], "nodes": []}, "config": {"enabled": true, "materialized": "view", "persist_docs": {}, "vars": {}, "quoting": {}, "column_types": {}, "alias": null, "schema": null, "database": null, "tags": [], "full_refresh": null, "post-hook": [], "pre-hook": []}, "database": "jerco", "schema": "dbt_jcohen", "fqn": ["test", "my_model"], "unique_id": "model.test.my_model", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "my_model.sql", "original_file_path": "models/my_model.sql", "name": "my_model", "alias": "my_model", "checksum": {"name": "sha256", "checksum": "479636cb85ce8d3b0f8db5ff13cf338b61254ad98d905630eac61f963e719e9d"}, "tags": [], "refs": [], "sources": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}}}, "sources": {}, "macros": {"macro.test.drop_relation": {"unique_id": "macro.test.drop_relation", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(dbt_labs_materialized_views.drop_relation(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.test.postgres__list_relations_without_caching": {"unique_id": "macro.test.postgres__list_relations_without_caching", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {{ return(dbt_labs_materialized_views.postgres__list_relations_without_caching(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.test.postgres_get_relations": {"unique_id": "macro.test.postgres_get_relations", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(dbt_labs_materialized_views.postgres_get_relations()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.postgres_get_relations"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.test.redshift__list_relations_without_caching": {"unique_id": "macro.test.redshift__list_relations_without_caching", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "redshift__list_relations_without_caching", "macro_sql": "{% macro redshift__list_relations_without_caching(schema_relation) %}\n {{ return(dbt_labs_materialized_views.redshift__list_relations_without_caching(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.redshift__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.test.load_relation": {"unique_id": "macro.test.load_relation", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(dbt_labs_materialized_views.redshift_load_relation_or_mv(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__get_catalog": {"unique_id": "macro.dbt_postgres.postgres__get_catalog", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "name": "postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n\n {%- call statement('catalog', fetch_result=True) -%}\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n\n where (\n {%- for schema in schemas -%}\n upper(sch.nspname) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence = 'p' -- [p]ermanent table. Other values are [u]nlogged table, [t]emporary table\n and tbl.relkind in ('r', 'v', 'f', 'p') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table, [m]aterialized view\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres_get_relations": {"unique_id": "macro.dbt_postgres.postgres_get_relations", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "name": "postgres_get_relations", "macro_sql": "{% macro postgres_get_relations () -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__create_table_as": {"unique_id": "macro.dbt_postgres.postgres__create_table_as", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__create_schema": {"unique_id": "macro.dbt_postgres.postgres__create_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__drop_schema": {"unique_id": "macro.dbt_postgres.postgres__drop_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__information_schema_name": {"unique_id": "macro.dbt_postgres.postgres__information_schema_name", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__list_schemas": {"unique_id": "macro.dbt_postgres.postgres__list_schemas", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__check_schema_exists": {"unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__current_timestamp": {"unique_id": "macro.dbt_postgres.postgres__current_timestamp", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__snapshot_get_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__make_temp_relation": {"unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix_length = suffix|length + dtstring|length %}\n {% set relation_max_name_length = 63 %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Temp relation suffix is too long (' ~ suffix|length ~ ' characters). Maximum length is ' ~ (relation_max_name_length - dtstring|length) ~ ' characters.') %}\n {% endif %}\n {% set tmp_identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix ~ dtstring %}\n {% do return(base_relation.incorporate(\n path={\n \"identifier\": tmp_identifier,\n \"schema\": none,\n \"database\": none\n })) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres_escape_comment": {"unique_id": "macro.dbt_postgres.postgres_escape_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__alter_relation_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__alter_column_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% for column_name in column_dict %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "name": "postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.statement": {"unique_id": "macro.dbt.statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/core.sql", "original_file_path": "macros/core.sql", "name": "statement", "macro_sql": "{% macro statement(name=None, fetch_result=False, auto_begin=True) -%}\n {%- if execute: -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- set res, table = adapter.execute(sql, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.noop_statement": {"unique_id": "macro.dbt.noop_statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/core.sql", "original_file_path": "macros/core.sql", "name": "noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.run_hooks": {"unique_id": "macro.dbt.run_hooks", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.column_list": {"unique_id": "macro.dbt.column_list", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "column_list", "macro_sql": "{% macro column_list(columns) %}\n {%- for col in columns %}\n {{ col.name }} {% if not loop.last %},{% endif %}\n {% endfor -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.column_list_for_create_table": {"unique_id": "macro.dbt.column_list_for_create_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "column_list_for_create_table", "macro_sql": "{% macro column_list_for_create_table(columns) %}\n {%- for col in columns %}\n {{ col.name }} {{ col.data_type }} {%- if not loop.last %},{% endif %}\n {% endfor -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.make_hook_config": {"unique_id": "macro.dbt.make_hook_config", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.before_begin": {"unique_id": "macro.dbt.before_begin", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.in_transaction": {"unique_id": "macro.dbt.in_transaction", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.after_commit": {"unique_id": "macro.dbt.after_commit", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.drop_relation_if_exists": {"unique_id": "macro.dbt.drop_relation_if_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.load_relation": {"unique_id": "macro.dbt.load_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.should_full_refresh": {"unique_id": "macro.dbt.should_full_refresh", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.snapshot_merge_sql": {"unique_id": "macro.dbt.snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot/snapshot_merge.sql", "name": "snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql')(target, source, insert_cols) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__snapshot_merge_sql": {"unique_id": "macro.dbt.default__snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot/snapshot_merge.sql", "name": "default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n ;\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.strategy_dispatch": {"unique_id": "macro.dbt.strategy_dispatch", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.snapshot_hash_arguments": {"unique_id": "macro.dbt.snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments')(args) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__snapshot_hash_arguments": {"unique_id": "macro.dbt.default__snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.snapshot_get_time": {"unique_id": "macro.dbt.snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_get_time", "macro_sql": "{% macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__snapshot_get_time": {"unique_id": "macro.dbt.default__snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() -%}\n {{ current_timestamp() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.snapshot_timestamp_strategy": {"unique_id": "macro.dbt.snapshot_timestamp_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/fishtown-analytics/dbt/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.snapshot_string_as_time": {"unique_id": "macro.dbt.snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time')(timestamp) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__snapshot_string_as_time": {"unique_id": "macro.dbt.default__snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.snapshot_check_all_get_existing_columns": {"unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists) -%}\n {%- set query_columns = get_columns_in_query(node['compiled_sql']) -%}\n {%- if not target_exists -%}\n {# no table yet -> return whatever the query does #}\n {{ return([false, query_columns]) }}\n {%- endif -%}\n {# handle any schema changes #}\n {%- set target_table = node.get('alias', node.get('name')) -%}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=target_table) -%}\n {%- set existing_cols = get_columns_in_query('select * from ' ~ target_relation) -%}\n {%- set ns = namespace() -%} {# handle for-loop scoping with a namespace #}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(col) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return([ns.column_added, intersection]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.snapshot_check_strategy": {"unique_id": "macro.dbt.snapshot_check_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n \n {% set select_current_time -%}\n select {{ snapshot_get_time() }} as snapshot_start\n {%- endset %}\n\n {#-- don't access the column by name, to avoid dealing with casing issues on snowflake #}\n {%- set now = run_query(select_current_time)[0][0] -%}\n {% if now is none or now is undefined -%}\n {%- do exceptions.raise_compiler_error('Could not get a snapshot start time from the database') -%}\n {%- endif %}\n {% set updated_at = snapshot_string_as_time(now) %}\n\n {% set column_added = false %}\n\n {% if check_cols_config == 'all' %}\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists) %}\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {% set check_cols = check_cols_config %}\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n TRUE\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.run_query", "macro.dbt.snapshot_string_as_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.create_columns": {"unique_id": "macro.dbt.create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns')(relation, columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__create_columns": {"unique_id": "macro.dbt.default__create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.post_snapshot": {"unique_id": "macro.dbt.post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot')(staging_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__post_snapshot": {"unique_id": "macro.dbt.default__post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.snapshot_staging_table": {"unique_id": "macro.dbt.snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select \n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n \n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n \n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.build_snapshot_table": {"unique_id": "macro.dbt.build_snapshot_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.get_or_create_relation": {"unique_id": "macro.dbt.get_or_create_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.build_snapshot_staging_table": {"unique_id": "macro.dbt.build_snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set tmp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, tmp_relation, select) }}\n {% endcall %}\n\n {% do return(tmp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.materialization_snapshot_default": {"unique_id": "macro.dbt.materialization_snapshot_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n\n {% if not adapter.check_schema_exists(model.database, model.schema) %}\n {% do create_schema(model.database, model.schema) %}\n {% endif %}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_sql']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_schema", "macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.persist_docs", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.create_csv_table": {"unique_id": "macro.dbt.create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.reset_csv_table": {"unique_id": "macro.dbt.reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.load_csv_rows": {"unique_id": "macro.dbt.load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__create_csv_table": {"unique_id": "macro.dbt.default__create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__reset_csv_table": {"unique_id": "macro.dbt.default__reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.get_seed_column_quoted_csv": {"unique_id": "macro.dbt.get_seed_column_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.basic_load_csv_rows": {"unique_id": "macro.dbt.basic_load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "basic_load_csv_rows", "macro_sql": "{% macro basic_load_csv_rows(model, batch_size, agate_table) %}\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n %s\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_seed_column_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__load_csv_rows": {"unique_id": "macro.dbt.default__load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n {{ return(basic_load_csv_rows(model, 10000, agate_table) )}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.basic_load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.materialization_seed_default": {"unique_id": "macro.dbt.materialization_seed_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set agate_table = load_agate_table() -%}\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ create_table_sql }};\n -- dbt seed --\n {{ sql }}\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.incremental_upsert": {"unique_id": "macro.dbt.incremental_upsert", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/helpers.sql", "original_file_path": "macros/materializations/incremental/helpers.sql", "name": "incremental_upsert", "macro_sql": "{% macro incremental_upsert(tmp_relation, target_relation, unique_key=none, statement_name=\"main\") %}\n {%- set dest_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set dest_cols_csv = dest_columns | map(attribute='quoted') | join(', ') -%}\n\n {%- if unique_key is not none -%}\n delete\n from {{ target_relation }}\n where ({{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ tmp_relation }}\n );\n {%- endif %}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ tmp_relation }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.materialization_incremental_default": {"unique_id": "macro.dbt.materialization_incremental_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/incremental.sql", "original_file_path": "macros/materializations/incremental/incremental.sql", "name": "materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n {% set unique_key = config.get('unique_key') %}\n\n {% set target_relation = this.incorporate(type='table') %}\n {% set existing_relation = load_relation(this) %}\n {% set tmp_relation = make_temp_relation(this) %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n {% if existing_relation is none %}\n {% set build_sql = create_table_as(False, target_relation, sql) %}\n {% elif existing_relation.is_view or should_full_refresh() %}\n {#-- Make sure the backup doesn't exist so we don't encounter issues with the rename below #}\n {% set backup_identifier = existing_relation.identifier ~ \"__dbt_backup\" %}\n {% set backup_relation = existing_relation.incorporate(path={\"identifier\": backup_identifier}) %}\n {% do adapter.drop_relation(backup_relation) %}\n\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% set build_sql = create_table_as(False, target_relation, sql) %}\n {% do to_drop.append(backup_relation) %}\n {% else %}\n {% set tmp_relation = make_temp_relation(target_relation) %}\n {% do run_query(create_table_as(True, tmp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=tmp_relation,\n to_relation=target_relation) %}\n {% set build_sql = incremental_upsert(tmp_relation, target_relation, unique_key=unique_key) %}\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.load_relation", "macro.dbt.make_temp_relation", "macro.dbt.run_hooks", "macro.dbt.create_table_as", "macro.dbt.should_full_refresh", "macro.dbt.run_query", "macro.dbt.incremental_upsert", "macro.dbt.statement", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.get_merge_sql": {"unique_id": "macro.dbt.get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, predicates=none) -%}\n {{ adapter.dispatch('get_merge_sql')(target, source, unique_key, dest_columns, predicates) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.get_delete_insert_merge_sql": {"unique_id": "macro.dbt.get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql')(target, source, unique_key, dest_columns) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__get_merge_sql": {"unique_id": "macro.dbt.default__get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, predicates) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{ predicates | join(' and ') }}\n\n {% if unique_key %}\n when matched then update set\n {% for column in dest_columns -%}\n {{ adapter.quote(column.name) }} = DBT_INTERNAL_SOURCE.{{ adapter.quote(column.name) }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.get_quoted_csv": {"unique_id": "macro.dbt.get_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.common_get_delete_insert_merge_sql": {"unique_id": "macro.dbt.common_get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "common_get_delete_insert_merge_sql", "macro_sql": "{% macro common_get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key is not none %}\n delete from {{ target }}\n where ({{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n );\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n );\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__get_delete_insert_merge_sql": {"unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n {{ common_get_delete_insert_merge_sql(target, source, unique_key, dest_columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.common_get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.materialization_table_default": {"unique_id": "macro.dbt.materialization_table_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/table/table.sql", "original_file_path": "macros/materializations/table/table.sql", "name": "materialization_table_default", "macro_sql": "{% materialization table, default %}\n {%- set identifier = model['alias'] -%}\n {%- set tmp_identifier = model['name'] + '__dbt_tmp' -%}\n {%- set backup_identifier = model['name'] + '__dbt_backup' -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier,\n schema=schema,\n database=database,\n type='table') -%}\n {%- set intermediate_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema,\n database=database,\n type='table') -%}\n\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if old_relation is none else old_relation.type -%}\n {%- set backup_relation = api.Relation.create(identifier=backup_identifier,\n schema=schema,\n database=database,\n type=backup_relation_type) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n\n -- drop the temp relations if they exists for some reason\n {{ adapter.drop_relation(intermediate_relation) }}\n {{ adapter.drop_relation(backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ create_table_as(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if old_relation is not none %}\n {{ adapter.rename_relation(target_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.persist_docs", "macro.dbt.drop_relation_if_exists"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.materialization_view_default": {"unique_id": "macro.dbt.materialization_view_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/view.sql", "original_file_path": "macros/materializations/view/view.sql", "name": "materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set identifier = model['alias'] -%}\n {%- set tmp_identifier = model['name'] + '__dbt_tmp' -%}\n {%- set backup_identifier = model['name'] + '__dbt_backup' -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {%- set intermediate_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema, database=database, type='view') -%}\n\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"old_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the old_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the old_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if old_relation is none else old_relation.type -%}\n {%- set backup_relation = api.Relation.create(identifier=backup_identifier,\n schema=schema, database=database,\n type=backup_relation_type) -%}\n\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exists for some reason\n {{ adapter.drop_relation(intermediate_relation) }}\n {{ adapter.drop_relation(backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ create_view_as(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if old_relation is not none %}\n {{ adapter.rename_relation(target_relation, backup_relation) }}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_view_as", "macro.dbt.persist_docs", "macro.dbt.drop_relation_if_exists"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.handle_existing_table": {"unique_id": "macro.dbt.handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/view/create_or_replace_view.sql", "name": "handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch(\"handle_existing_table\", packages=['dbt'])(full_refresh, old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__handle_existing_table": {"unique_id": "macro.dbt.default__handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/view/create_or_replace_view.sql", "name": "default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.create_or_replace_view": {"unique_id": "macro.dbt.create_or_replace_view", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/view/create_or_replace_view.sql", "name": "create_or_replace_view", "macro_sql": "{% macro create_or_replace_view(run_outside_transaction_hooks=True) %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n\n {% if run_outside_transaction_hooks %}\n -- no transactions on BigQuery\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n {% endif %}\n\n -- `BEGIN` happens here on Snowflake\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ create_view_as(target_relation, sql) }}\n {%- endcall %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if run_outside_transaction_hooks %}\n -- No transactions on BigQuery\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n {% endif %}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.generate_alias_name": {"unique_id": "macro.dbt.generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_alias.sql", "original_file_path": "macros/etc/get_custom_alias.sql", "name": "generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name is none -%}\n\n {{ node.name }}\n\n {%- else -%}\n\n {{ custom_alias_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.run_query": {"unique_id": "macro.dbt.run_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/query.sql", "original_file_path": "macros/etc/query.sql", "name": "run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.is_incremental": {"unique_id": "macro.dbt.is_incremental", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/is_incremental.sql", "original_file_path": "macros/etc/is_incremental.sql", "name": "is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.convert_datetime": {"unique_id": "macro.dbt.convert_datetime", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.dates_in_range": {"unique_id": "macro.dbt.dates_in_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.partition_range": {"unique_id": "macro.dbt.partition_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.py_current_timestring": {"unique_id": "macro.dbt.py_current_timestring", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.generate_schema_name": {"unique_id": "macro.dbt.generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_schema.sql", "original_file_path": "macros/etc/get_custom_schema.sql", "name": "generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.generate_schema_name_for_env": {"unique_id": "macro.dbt.generate_schema_name_for_env", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_schema.sql", "original_file_path": "macros/etc/get_custom_schema.sql", "name": "generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.generate_database_name": {"unique_id": "macro.dbt.generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_database.sql", "original_file_path": "macros/etc/get_custom_database.sql", "name": "generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name')(custom_database_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__generate_database_name": {"unique_id": "macro.dbt.default__generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_database.sql", "original_file_path": "macros/etc/get_custom_database.sql", "name": "default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.get_columns_in_query": {"unique_id": "macro.dbt.get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query')(select_sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__get_columns_in_query": {"unique_id": "macro.dbt.default__get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n {% endcall %}\n\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.create_schema": {"unique_id": "macro.dbt.create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__create_schema": {"unique_id": "macro.dbt.default__create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.drop_schema": {"unique_id": "macro.dbt.drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__drop_schema": {"unique_id": "macro.dbt.default__drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.create_table_as": {"unique_id": "macro.dbt.create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, sql) -%}\n {{ adapter.dispatch('create_table_as')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__create_table_as": {"unique_id": "macro.dbt.default__create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n as (\n {{ sql }}\n );\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.create_view_as": {"unique_id": "macro.dbt.create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__create_view_as": {"unique_id": "macro.dbt.default__create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }} as (\n {{ sql }}\n );\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.get_catalog": {"unique_id": "macro.dbt.get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog')(information_schema, schemas)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__get_catalog": {"unique_id": "macro.dbt.default__get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.get_columns_in_relation": {"unique_id": "macro.dbt.get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.sql_convert_columns_in_relation": {"unique_id": "macro.dbt.sql_convert_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__get_columns_in_relation": {"unique_id": "macro.dbt.default__get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.alter_column_type": {"unique_id": "macro.dbt.alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.alter_column_comment": {"unique_id": "macro.dbt.alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment')(relation, column_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__alter_column_comment": {"unique_id": "macro.dbt.default__alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.alter_relation_comment": {"unique_id": "macro.dbt.alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment')(relation, relation_comment)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__alter_relation_comment": {"unique_id": "macro.dbt.default__alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.persist_docs": {"unique_id": "macro.dbt.persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__persist_docs": {"unique_id": "macro.dbt.default__persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__alter_column_type": {"unique_id": "macro.dbt.default__alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.drop_relation": {"unique_id": "macro.dbt.drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__drop_relation": {"unique_id": "macro.dbt.default__drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.truncate_relation": {"unique_id": "macro.dbt.truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__truncate_relation": {"unique_id": "macro.dbt.default__truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.rename_relation": {"unique_id": "macro.dbt.rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation')(from_relation, to_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__rename_relation": {"unique_id": "macro.dbt.default__rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.information_schema_name": {"unique_id": "macro.dbt.information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__information_schema_name": {"unique_id": "macro.dbt.default__information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.list_schemas": {"unique_id": "macro.dbt.list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__list_schemas": {"unique_id": "macro.dbt.default__list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.check_schema_exists": {"unique_id": "macro.dbt.check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists')(information_schema, schema)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__check_schema_exists": {"unique_id": "macro.dbt.default__check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.list_relations_without_caching": {"unique_id": "macro.dbt.list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching')(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__list_relations_without_caching": {"unique_id": "macro.dbt.default__list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.current_timestamp": {"unique_id": "macro.dbt.current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "current_timestamp", "macro_sql": "{% macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__current_timestamp": {"unique_id": "macro.dbt.default__current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter '+adapter.type()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.collect_freshness": {"unique_id": "macro.dbt.collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__collect_freshness": {"unique_id": "macro.dbt.default__collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.make_temp_relation": {"unique_id": "macro.dbt.make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation')(base_relation, suffix))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__make_temp_relation": {"unique_id": "macro.dbt.default__make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {% set tmp_identifier = base_relation.identifier ~ suffix %}\n {% set tmp_relation = base_relation.incorporate(\n path={\"identifier\": tmp_identifier}) -%}\n\n {% do return(tmp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.set_sql_header": {"unique_id": "macro.dbt.set_sql_header", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__test_relationships": {"unique_id": "macro.dbt.default__test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/relationships.sql", "original_file_path": "macros/schema_tests/relationships.sql", "name": "default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, to, field) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('from')) %}\n\n\nselect count(*) as validation_errors\nfrom (\n select {{ column_name }} as id from {{ model }}\n) as child\nleft join (\n select {{ field }} as id from {{ to }}\n) as parent on parent.id = child.id\nwhere child.id is not null\n and parent.id is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.test_relationships": {"unique_id": "macro.dbt.test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/relationships.sql", "original_file_path": "macros/schema_tests/relationships.sql", "name": "test_relationships", "macro_sql": "{% macro test_relationships(model, to, field) %}\n {% set macro = adapter.dispatch('test_relationships') %}\n {{ macro(model, to, field, **kwargs) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__test_not_null": {"unique_id": "macro.dbt.default__test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/not_null.sql", "original_file_path": "macros/schema_tests/not_null.sql", "name": "default__test_not_null", "macro_sql": "{% macro default__test_not_null(model) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n\nselect count(*) as validation_errors\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.test_not_null": {"unique_id": "macro.dbt.test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/not_null.sql", "original_file_path": "macros/schema_tests/not_null.sql", "name": "test_not_null", "macro_sql": "{% macro test_not_null(model) %}\n {% set macro = adapter.dispatch('test_not_null') %}\n {{ macro(model, **kwargs) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__test_unique": {"unique_id": "macro.dbt.default__test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/unique.sql", "original_file_path": "macros/schema_tests/unique.sql", "name": "default__test_unique", "macro_sql": "{% macro default__test_unique(model) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n\nselect count(*) as validation_errors\nfrom (\n\n select\n {{ column_name }}\n\n from {{ model }}\n where {{ column_name }} is not null\n group by {{ column_name }}\n having count(*) > 1\n\n) validation_errors\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.test_unique": {"unique_id": "macro.dbt.test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/unique.sql", "original_file_path": "macros/schema_tests/unique.sql", "name": "test_unique", "macro_sql": "{% macro test_unique(model) %}\n {% set macro = adapter.dispatch('test_unique') %}\n {{ macro(model, **kwargs) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.default__test_accepted_values": {"unique_id": "macro.dbt.default__test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/accepted_values.sql", "original_file_path": "macros/schema_tests/accepted_values.sql", "name": "default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, values) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('field')) %}\n{% set quote_values = kwargs.get('quote', True) %}\n\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field not in (\n {% for value in values -%}\n {% if quote_values -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n)\n\nselect count(*) as validation_errors\nfrom validation_errors\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}, "macro.dbt.test_accepted_values": {"unique_id": "macro.dbt.test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/accepted_values.sql", "original_file_path": "macros/schema_tests/accepted_values.sql", "name": "test_accepted_values", "macro_sql": "{% macro test_accepted_values(model, values) %}\n {% set macro = adapter.dispatch('test_accepted_values') %}\n {{ macro(model, values, **kwargs) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": []}}, "docs": {"dbt.__overview__": {"unique_id": "dbt.__overview__", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "overview.md", "original_file_path": "docs/overview.md", "name": "__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--models` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/overview)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [chat](https://community.getdbt.com/) on Slack for live questions and support."}}, "exposures": {}, "selectors": {}, "disabled": [], "parent_map": {"model.test.my_model": []}, "child_map": {"model.test.my_model": []}} diff --git a/tests/functional/artifacts/data/state/v10/manifest.json b/tests/functional/artifacts/data/state/v10/manifest.json new file mode 100644 index 00000000000..07ba4f56c0a --- /dev/null +++ b/tests/functional/artifacts/data/state/v10/manifest.json @@ -0,0 +1 @@ +{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v10.json", "dbt_version": "1.6.0b4", "generated_at": "2023-06-15T22:05:40.848437Z", "invocation_id": "07d49dc8-6d0d-440c-aa9d-64fc456ee50d", "env": {}, "project_name": "test", "project_id": "098f6bcd4621d373cade4e832627b4f6", "user_id": null, "send_anonymous_usage_stats": false, "adapter_type": "postgres"}, "nodes": {"model.test.my_model": {"database": "dbt", "schema": "test16868667402551820116_test_previous_version_state", "name": "my_model", "resource_type": "model", "package_name": "test", "path": "my_model.sql", "original_file_path": "models/my_model.sql", "unique_id": "model.test.my_model", "fqn": ["test", "my_model"], "alias": "my_model", "checksum": {"name": "sha256", "checksum": "3ea0f972fa1b56aa2dc2f56ee784b6a5796312f9a813d59ae70fd8855f10d16d"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "Example model", "columns": {"id": {"name": "id", "description": "", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "test://models/schema.yml", "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1686866740.297339, "relation_name": "\"dbt\".\"test16868667402551820116_test_previous_version_state\".\"my_model\"", "raw_code": "select 1 as id", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "snapshot.test.snapshot_seed": {"database": "dbt", "schema": "test16868667402551820116_test_previous_version_state", "name": "snapshot_seed", "resource_type": "snapshot", "package_name": "test", "path": "snapshot_seed.sql", "original_file_path": "snapshots/snapshot_seed.sql", "unique_id": "snapshot.test.snapshot_seed", "fqn": ["test", "snapshot_seed", "snapshot_seed"], "alias": "snapshot_seed", "checksum": {"name": "sha256", "checksum": "5fc998f39655f8fe52443a919e749b6e23883ef90202b040412baac13c6bfe18"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "snapshot", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": "id", "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "strategy": "check", "target_schema": "test16868667402551820116_test_previous_version_state", "target_database": null, "updated_at": null, "check_cols": "all", "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"unique_key": "id", "strategy": "check", "check_cols": "all", "target_schema": "test16868667402551820116_test_previous_version_state"}, "created_at": 1686866740.231673, "relation_name": "\"dbt\".\"test16868667402551820116_test_previous_version_state\".\"snapshot_seed\"", "raw_code": "\n{{\n config(\n unique_key='id',\n strategy='check',\n check_cols='all',\n target_schema=schema,\n )\n}}\nselect * from {{ ref('my_seed') }}\n", "language": "sql", "refs": [{"name": "my_seed", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["seed.test.my_seed"]}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}}, "analysis.test.a": {"database": "dbt", "schema": "test16868667402551820116_test_previous_version_state", "name": "a", "resource_type": "analysis", "package_name": "test", "path": "analysis/a.sql", "original_file_path": "analyses/a.sql", "unique_id": "analysis.test.a", "fqn": ["test", "analysis", "a"], "alias": "a", "checksum": {"name": "sha256", "checksum": "a389c282f569f0bbdc2a8a4f174dea746c28582fdaf2048d31d9226af9feab23"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1686866740.257885, "relation_name": null, "raw_code": "select 4 as id", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}}, "test.test.just_my": {"database": "dbt", "schema": "test16868667402551820116_test_previous_version_state_dbt_test__audit", "name": "just_my", "resource_type": "test", "package_name": "test", "path": "just_my.sql", "original_file_path": "tests/just_my.sql", "unique_id": "test.test.just_my", "fqn": ["test", "just_my"], "alias": "just_my", "checksum": {"name": "sha256", "checksum": "744889a2e2d9ce380619265e1217d7ccf6e6ca896c048d42ebe0f9cfb74d7156"}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["data_test_tag"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["data_test_tag"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["data_test_tag"]}, "created_at": 1686866740.279339, "relation_name": null, "raw_code": "{{ config(tags = ['data_test_tag']) }}\n\nselect * from {{ ref('my_model') }}\nwhere false", "language": "sql", "refs": [{"name": "my_model", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.test.my_model"]}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}}, "seed.test.my_seed": {"database": "dbt", "schema": "test16868667402551820116_test_previous_version_state", "name": "my_seed", "resource_type": "seed", "package_name": "test", "path": "my_seed.csv", "original_file_path": "seeds/my_seed.csv", "unique_id": "seed.test.my_seed", "fqn": ["test", "my_seed"], "alias": "my_seed", "checksum": {"name": "sha256", "checksum": "f7ede83f36165ac6b7a047aa2c3f212dff385bfa9f35f395108cd06fc8e96943"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "quote_columns": null, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1686866740.2853289, "relation_name": "\"dbt\".\"test16868667402551820116_test_previous_version_state\".\"my_seed\"", "raw_code": "", "root_path": "/private/var/folders/k6/gtt07v8j2vn51m_z05xk_fjc0000gp/T/pytest-of-michelleark/pytest-1078/project7", "depends_on": {"macros": []}}, "test.test.not_null_my_model_id.43e0e9183a": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "id", "model": "{{ get_where_subquery(ref('my_model')) }}"}, "namespace": null}, "database": "dbt", "schema": "test16868667402551820116_test_previous_version_state_dbt_test__audit", "name": "not_null_my_model_id", "resource_type": "test", "package_name": "test", "path": "not_null_my_model_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.test.not_null_my_model_id.43e0e9183a", "fqn": ["test", "not_null_my_model_id"], "alias": "not_null_my_model_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1686866740.2977989, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "my_model", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null"], "nodes": ["model.test.my_model"]}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}, "column_name": "id", "file_key_name": "models.my_model", "attached_node": "model.test.my_model"}, "test.test.check_nothing_my_model_.d5a5e66110": {"test_metadata": {"name": "check_nothing", "kwargs": {"model": "{{ get_where_subquery(ref('my_model')) }}"}, "namespace": null}, "database": "dbt", "schema": "test16868667402551820116_test_previous_version_state_dbt_test__audit", "name": "check_nothing_my_model_", "resource_type": "test", "package_name": "test", "path": "check_nothing_my_model_.sql", "original_file_path": "models/schema.yml", "unique_id": "test.test.check_nothing_my_model_.d5a5e66110", "fqn": ["test", "check_nothing_my_model_"], "alias": "check_nothing_my_model_", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1686866740.298699, "relation_name": null, "raw_code": "{{ test_check_nothing(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "my_model", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.test.test_check_nothing", "macro.dbt.get_where_subquery"], "nodes": ["model.test.my_model"]}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}, "column_name": null, "file_key_name": "models.my_model", "attached_node": "model.test.my_model"}}, "sources": {"source.test.my_source.my_table": {"database": "dbt", "schema": "my_source", "name": "my_table", "resource_type": "source", "package_name": "test", "path": "models/schema.yml", "original_file_path": "models/schema.yml", "unique_id": "source.test.my_source.my_table", "fqn": ["test", "my_source", "my_table"], "source_name": "my_source", "source_description": "My source", "loader": "a_loader", "identifier": "my_seed", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "My table", "columns": {}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"dbt\".\"my_source\".\"my_seed\"", "created_at": 1686866740.325227}}, "macros": {"macro.test.test_check_nothing": {"name": "test_check_nothing", "resource_type": "macro", "package_name": "test", "path": "macros/dummy_test.sql", "original_file_path": "macros/dummy_test.sql", "unique_id": "macro.test.test_check_nothing", "macro_sql": "{% test check_nothing(model) %}\n-- a silly test to make sure that table-level tests show up in the manifest\n-- without a column_name field\n\nselect 0\n\n{% endtest %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.905021, "supported_languages": null}, "macro.test.test_disabled_check_nothing": {"name": "test_disabled_check_nothing", "resource_type": "macro", "package_name": "test", "path": "macros/disabled_dummy_test.sql", "original_file_path": "macros/disabled_dummy_test.sql", "unique_id": "macro.test.test_disabled_check_nothing", "macro_sql": "{% test disabled_check_nothing(model) %}\n-- a silly test to make sure that table-level tests show up in the manifest\n-- without a column_name field\n\n{{ config(enabled=False) }}\nselect 0\n\n{% endtest %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.905236, "supported_languages": null}, "macro.test.do_nothing": {"name": "do_nothing", "resource_type": "macro", "package_name": "test", "path": "macros/do_nothing.sql", "original_file_path": "macros/do_nothing.sql", "unique_id": "macro.test.do_nothing", "macro_sql": "{% macro do_nothing(foo2, bar2) %}\n select\n '{{ foo2 }}' as foo2,\n '{{ bar2 }}' as bar2\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9054358, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9057338, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.905937, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.906058, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.906174, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9062881, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n\n {%- call statement('catalog', fetch_result=True) -%}\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n\n where (\n {%- for schema in schemas -%}\n upper(sch.nspname) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table, [m]aterialized view\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.907404, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations () -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v', 'm')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9080598, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }} ;\n insert into {{ relation }} (\n {{ adapter.dispatch('get_column_names', 'dbt')() }}\n )\n {%- set sql = get_select_subquery(sql) %}\n {% else %}\n as\n {% endif %}\n (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.default__get_column_names", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.916847, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.91736, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.917681, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9180028, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.918491, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n matviewname as name,\n schemaname as schema,\n 'materialized_view' as type\n from pg_matviews\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9189389, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.919116, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.919468, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.919866, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9207418, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.920945, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.92128, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9215639, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.921994, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9222221, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.922845, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9230561, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.923174, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_indexes_sql": {"name": "postgres__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_indexes_sql", "macro_sql": "{% macro postgres__get_show_indexes_sql(relation) %}\n select\n i.relname as name,\n m.amname as method,\n ix.indisunique as \"unique\",\n array_to_string(array_agg(a.attname), ',') as column_names\n from pg_index ix\n join pg_class i\n on i.oid = ix.indexrelid\n join pg_am m\n on m.oid=i.relam\n join pg_class t\n on t.oid = ix.indrelid\n join pg_namespace n\n on n.oid = t.relnamespace\n join pg_attribute a\n on a.attrelid = t.oid\n and a.attnum = ANY(ix.indkey)\n where t.relname = '{{ relation.identifier }}'\n and n.nspname = '{{ relation.schema }}'\n and t.relkind in ('r', 'm')\n group by 1, 2, 3\n order by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.923362, "supported_languages": null}, "macro.dbt_postgres.postgres__get_drop_index_sql": {"name": "postgres__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_drop_index_sql", "macro_sql": "\n\n\n{%- macro postgres__get_drop_index_sql(relation, index_name) -%}\n drop index if exists \"{{ index_name }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9234781, "supported_languages": null}, "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql": {"name": "postgres__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/materialized_view.sql", "original_file_path": "macros/materializations/materialized_view.sql", "unique_id": "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n\n -- apply a full refresh immediately if needed\n {% if configuration_changes.requires_full_refresh %}\n\n {{ get_replace_materialized_view_as_sql(relation, sql, existing_relation, backup_relation, intermediate_relation) }}\n\n -- otherwise apply individual changes as needed\n {% else %}\n\n {{ postgres__update_indexes_on_materialized_view(relation, configuration_changes.indexes) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_materialized_view_as_sql", "macro.dbt_postgres.postgres__update_indexes_on_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.925513, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/materialized_view.sql", "original_file_path": "macros/materializations/materialized_view.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n create materialized view if not exists {{ relation }} as {{ sql }};\n\n {% for _index_dict in config.get('indexes', []) -%}\n {{- get_create_index_sql(relation, _index_dict) -}}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.925809, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_materialized_view_as_sql": {"name": "postgres__get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/materialized_view.sql", "original_file_path": "macros/materializations/materialized_view.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_replace_materialized_view_as_sql(relation, sql, existing_relation, backup_relation, intermediate_relation) %}\n {{- get_create_materialized_view_as_sql(intermediate_relation, sql) -}}\n\n {% if existing_relation is not none %}\n alter materialized view {{ existing_relation }} rename to {{ backup_relation.include(database=False, schema=False) }};\n {% endif %}\n\n alter materialized view {{ intermediate_relation }} rename to {{ relation.include(database=False, schema=False) }};\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.926251, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/materialized_view.sql", "original_file_path": "macros/materializations/materialized_view.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config) %}\n {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.926552, "supported_languages": null}, "macro.dbt_postgres.postgres__refresh_materialized_view": {"name": "postgres__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/materialized_view.sql", "original_file_path": "macros/materializations/materialized_view.sql", "unique_id": "macro.dbt_postgres.postgres__refresh_materialized_view", "macro_sql": "{% macro postgres__refresh_materialized_view(relation) %}\n refresh materialized view {{ relation }};\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9266639, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/materialized_view.sql", "original_file_path": "macros/materializations/materialized_view.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n {%- for _index_change in index_changes -%}\n {%- set _index = _index_change.context -%}\n\n {%- if _index_change.action == \"drop\" -%}\n\n {{ postgres__get_drop_index_sql(relation, _index.name) }};\n\n {%- elif _index_change.action == \"create\" -%}\n\n {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n {%- endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.927538, "supported_languages": null}, "macro.dbt_postgres.postgres__describe_materialized_view": {"name": "postgres__describe_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/materialized_view.sql", "original_file_path": "macros/materializations/materialized_view.sql", "unique_id": "macro.dbt_postgres.postgres__describe_materialized_view", "macro_sql": "{% macro postgres__describe_materialized_view(relation) %}\n -- for now just get the indexes, we don't need the name or the query yet\n {% set _indexes = run_query(get_show_indexes_sql(relation)) %}\n {% do return({'indexes': _indexes}) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.927799, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9282198, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.928952, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9291751, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.929821, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.933095, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.933248, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9337611, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.93418, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9352992, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9355001, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.935651, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.935796, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.93594, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.936321, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9366488, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9369779, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9374368, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.937716, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9414232, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9415958, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.941828, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.942587, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9427662, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.942945, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.944406, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9457479, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.949944, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9502442, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.950419, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.950509, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.950659, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.950779, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9509912, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.951912, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.952109, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.952372, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.952814, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.959171, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type='table') -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ create_table_as(False, target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.961309, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.96177, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.962092, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.962476, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9628649, "supported_languages": null}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.964499, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.965066, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.96576, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.966012, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.966753, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.973333, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.975059, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.975334, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9763808, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.976661, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9773371, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.977994, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9788969, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.979143, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.979338, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.97965, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.979845, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.980153, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.980345, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.980617, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9808059, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.980958, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9812422, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.986599, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.9923131, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.993597, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.994841, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866739.995734, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.00081, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.001211, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.001477, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_materialized_view_as_sql(target_relation, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_materialized_view_as_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0028448, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0030851, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0037708, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/get_materialized_view_configuration_changes.sql", "original_file_path": "macros/materializations/models/materialized_view/get_materialized_view_configuration_changes.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.004201, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/get_materialized_view_configuration_changes.sql", "original_file_path": "macros/materializations/models/materialized_view/get_materialized_view_configuration_changes.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.004351, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/alter_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/alter_materialized_view.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.004844, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/alter_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/alter_materialized_view.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0050392, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/refresh_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/refresh_materialized_view.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.005354, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/refresh_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/refresh_materialized_view.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.005497, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_as_sql": {"name": "get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/replace_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/replace_materialized_view.sql", "unique_id": "macro.dbt.get_replace_materialized_view_as_sql", "macro_sql": "{% macro get_replace_materialized_view_as_sql(relation, sql, existing_relation, backup_relation, intermediate_relation) %}\n {{- log('Applying REPLACE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_replace_materialized_view_as_sql', 'dbt')(relation, sql, existing_relation, backup_relation, intermediate_relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.005922, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_as_sql": {"name": "default__get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/replace_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/replace_materialized_view.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_as_sql", "macro_sql": "{% macro default__get_replace_materialized_view_as_sql(relation, sql, existing_relation, backup_relation, intermediate_relation) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0061, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/create_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/create_materialized_view.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.006444, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/create_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/create_materialized_view.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.006588, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.007582, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.007775, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.008335, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0085068, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.008647, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(model['columns'])) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.009815, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.010207, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.010566, "supported_languages": null}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/table.sql", "original_file_path": "macros/materializations/models/table/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0132139, "supported_languages": ["sql"]}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0141, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0142899, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.01474, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.015427, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.015902, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.016098, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0162828, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/view.sql", "original_file_path": "macros/materializations/models/view/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.018986, "supported_languages": ["sql"]}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0193, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0195289, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/models/view/create_or_replace_view.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0210712, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.021506, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.021672, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0218592, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.022293, "supported_languages": null}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.025664, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.030952, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0318878, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.03213, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0326211, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.032821, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.03296, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0331059, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.033222, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.033383, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.033503, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.033992, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.034178, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.035498, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.035939, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.03633, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0368562, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.037127, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.03742, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0378208, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.038083, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.038441, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.038743, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0389981, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.039579, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0410838, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.041682, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.041986, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.043896, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.045207, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.045981, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0462232, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.046456, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0465338, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0468748, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.047046, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.047293, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.047421, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.047677, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.047786, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0481331, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.048299, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.048528, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.048606, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0488791, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0490198, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.049322, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.049462, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0501099, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0505269, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.050875, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.051044, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.05133, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.05154, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0518012, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0519629, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0522099, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.052376, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.052629, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.052742, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.053036, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.053173, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.053419, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.053525, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0544379, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0545988, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.05477, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.05493, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.055095, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.05525, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.055417, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.055597, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.055763, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.055924, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.056152, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0563042, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.056467, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.056619, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0569038, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.05704, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.05729, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.057397, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0577438, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.058016, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.058172, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0587149, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0588832, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0591109, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.059392, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.059523, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.059903, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.060155, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.060443, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.060589, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0609689, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0611598, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0613241, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.061701, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0621881, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0623412, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.062486, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0626, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.062769, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.062847, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.063015, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.063187, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.06404, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.06418, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0643399, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.064756, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.064949, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.06509, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.065251, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0653791, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.068177, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.068349, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0685818, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.068946, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.069203, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.069538, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.069727, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.069891, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.070103, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0703921, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0706549, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.071231, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.071469, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.071618, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.071816, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.072244, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.072669, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.074408, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.074529, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0747058, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.074825, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.07518, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.07537, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.075477, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.075714, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.075927, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.076239, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.076437, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.076677, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.077376, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.077572, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.077827, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.078071, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.079268, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.079964, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.080141, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0803561, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.080527, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0808089, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0813088, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.082826, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.083091, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.083284, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.083443, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0836291, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.083881, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.084092, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0844018, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.084596, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.084832, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.085769, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {%- if relation.is_table -%}\n {{- drop_table(relation) -}}\n {%- elif relation.is_view -%}\n {{- drop_view(relation) -}}\n {%- elif relation.is_materialized_view -%}\n {{- drop_materialized_view(relation) -}}\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endif -%}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.drop_table", "macro.dbt.drop_view", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.086236, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.086426, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.086535, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.086717, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.086825, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.087008, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.087115, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0894122, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.08958, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0898979, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.090126, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.090341, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.090529, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {{ col_err.append(col['name']) }}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.091316, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.091671, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.09186, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.092225, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.092521, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0931442, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.09341, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.094219, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0958772, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0960371, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.096898, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.097322, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0979211, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0984251, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0985, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0990112, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0992498, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.0995479, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1686866740.09983, "supported_languages": null}}, "docs": {"doc.test.somedoc": {"name": "somedoc", "resource_type": "doc", "package_name": "test", "path": "somedoc.md", "original_file_path": "models/somedoc.md", "unique_id": "doc.test.somedoc", "block_contents": "Testing, testing"}, "doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {"exposure.test.simple_exposure": {"name": "simple_exposure", "resource_type": "exposure", "package_name": "test", "path": "schema.yml", "original_file_path": "models/schema.yml", "unique_id": "exposure.test.simple_exposure", "fqn": ["test", "simple_exposure"], "type": "dashboard", "owner": {"email": "something@example.com", "name": null}, "description": "", "label": null, "maturity": null, "meta": {}, "tags": [], "config": {"enabled": true}, "unrendered_config": {}, "url": null, "depends_on": {"macros": [], "nodes": ["source.test.my_source.my_table", "model.test.my_model"]}, "refs": [{"name": "my_model", "package": null, "version": null}], "sources": [["my_source", "my_table"]], "metrics": [], "created_at": 1686866740.304866}}, "metrics": {"metric.test.my_metric": {"name": "my_metric", "resource_type": "metric", "package_name": "test", "path": "schema.yml", "original_file_path": "models/schema.yml", "unique_id": "metric.test.my_metric", "fqn": ["test", "my_metric"], "description": "", "label": "Count records", "type": "simple", "type_params": {"measure": {"name": "customers", "filter": null, "alias": null}, "measures": [], "numerator": null, "denominator": null, "expr": null, "window": null, "grain_to_date": null, "metrics": []}, "filter": null, "metadata": null, "meta": {}, "tags": [], "config": {"enabled": true, "group": null}, "unrendered_config": {}, "sources": [], "depends_on": {"macros": [], "nodes": []}, "refs": [], "metrics": [], "created_at": 1686866740.324069, "group": null}}, "groups": {}, "selectors": {}, "disabled": {"model.test.disabled_model": [{"database": "dbt", "schema": "test16868667402551820116_test_previous_version_state", "name": "disabled_model", "resource_type": "model", "package_name": "test", "path": "disabled_model.sql", "original_file_path": "models/disabled_model.sql", "unique_id": "model.test.disabled_model", "fqn": ["test", "disabled_model"], "alias": "disabled_model", "checksum": {"name": "sha256", "checksum": "597106d23ce34e3cd2430588e5c1cf474ebdd138fc47e09b925a4ab258a27acc"}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1686866740.228131, "config_call_dict": {"enabled": false}, "relation_name": "\"dbt\".\"test16868667402551820116_test_previous_version_state\".\"disabled_model\"", "raw_code": "{{ config(enabled=False) }}\nselect 2 as id", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "state_relation": null}], "snapshot.test.disabled_snapshot_seed": [{"database": "dbt", "schema": "test16868667402551820116_test_previous_version_state", "name": "disabled_snapshot_seed", "resource_type": "snapshot", "package_name": "test", "path": "disabled_snapshot_seed.sql", "original_file_path": "snapshots/disabled_snapshot_seed.sql", "unique_id": "snapshot.test.disabled_snapshot_seed", "fqn": ["test", "disabled_snapshot_seed", "disabled_snapshot_seed"], "alias": "disabled_snapshot_seed", "checksum": {"name": "sha256", "checksum": "fe76c9dd437341c9e82a0f2a8baf3148f961b768eaa0a4410cd27d3c071bd617"}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "snapshot", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": "id", "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "strategy": "check", "target_schema": "test16868667402551820116_test_previous_version_state", "target_database": null, "updated_at": null, "check_cols": "all", "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"unique_key": "id", "strategy": "check", "check_cols": "all", "target_schema": "test16868667402551820116_test_previous_version_state", "enabled": false}, "created_at": 1686866740.2343721, "config_call_dict": {"unique_key": "id", "strategy": "check", "check_cols": "all", "target_schema": "test16868667402551820116_test_previous_version_state", "enabled": false}, "relation_name": "\"dbt\".\"test16868667402551820116_test_previous_version_state\".\"disabled_snapshot_seed\"", "raw_code": "\n{{\n config(\n unique_key='id',\n strategy='check',\n check_cols='all',\n target_schema=schema,\n enabled=False,\n )\n}}\nselect * from {{ ref('my_seed') }}\n", "language": "sql", "refs": [{"name": "my_seed", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}, "state_relation": null}], "analysis.test.disabled_al": [{"database": "dbt", "schema": "test16868667402551820116_test_previous_version_state", "name": "disabled_al", "resource_type": "analysis", "package_name": "test", "path": "analysis/disabled_al.sql", "original_file_path": "analyses/disabled_al.sql", "unique_id": "analysis.test.disabled_al", "fqn": ["test", "analysis", "disabled_al"], "alias": "disabled_al", "checksum": {"name": "sha256", "checksum": "32d36ad6cff0786eb562440ba60ef6c9b9a7f4c282dfb7a52eaf19d36370f0e1"}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1686866740.255522, "config_call_dict": {"enabled": false}, "relation_name": null, "raw_code": "{{ config(enabled=False) }}\nselect 9 as id", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}}], "test.test.disabled_just_my": [{"database": "dbt", "schema": "test16868667402551820116_test_previous_version_state_dbt_test__audit", "name": "disabled_just_my", "resource_type": "test", "package_name": "test", "path": "disabled_just_my.sql", "original_file_path": "tests/disabled_just_my.sql", "unique_id": "test.test.disabled_just_my", "fqn": ["test", "disabled_just_my"], "alias": "disabled_just_my", "checksum": {"name": "sha256", "checksum": "4f2268fd89a3b4ef899264ada6d7aa33603671cbc5d5acead7dc2eadf1add985"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1686866740.277295, "config_call_dict": {"enabled": false}, "relation_name": null, "raw_code": "{{ config(enabled=False) }}\n\nselect * from {{ ref('my_model') }}\nwhere false", "language": "sql", "refs": [{"name": "my_model", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}}], "test.test.disabled_check_nothing_my_model_.f2c6a72d37": [{"test_metadata": {"name": "disabled_check_nothing", "kwargs": {"model": "{{ get_where_subquery(ref('my_model')) }}"}, "namespace": null}, "database": "dbt", "schema": "test16868667402551820116_test_previous_version_state_dbt_test__audit", "name": "disabled_check_nothing_my_model_", "resource_type": "test", "package_name": "test", "path": "disabled_check_nothing_my_model_.sql", "original_file_path": "models/schema.yml", "unique_id": "test.test.disabled_check_nothing_my_model_.f2c6a72d37", "fqn": ["test", "disabled_check_nothing_my_model_"], "alias": "disabled_check_nothing_my_model_", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1686866740.3009222, "config_call_dict": {"enabled": false}, "relation_name": null, "raw_code": "{{ test_disabled_check_nothing(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "my_model", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.test.test_disabled_check_nothing", "macro.dbt.get_where_subquery"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}, "column_name": null, "file_key_name": "models.my_model", "attached_node": "model.test.my_model"}], "exposure.test.disabled_exposure": [{"name": 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"customers", "filter": null, "alias": null}, "measures": [], "numerator": null, "denominator": null, "expr": null, "window": null, "grain_to_date": null, "metrics": []}, "filter": null, "metadata": null, "meta": {}, "tags": [], "config": {"enabled": false, "group": null}, "unrendered_config": {"enabled": false}, "sources": [], "depends_on": {"macros": [], "nodes": []}, "refs": [], "metrics": [], "created_at": 1686866740.324469, "group": null}], "seed.test.disabled_seed": [{"database": "dbt", "schema": "test16868667402551820116_test_previous_version_state", "name": "disabled_seed", "resource_type": "seed", "package_name": "test", "path": "disabled_seed.csv", "original_file_path": "seeds/disabled_seed.csv", "unique_id": "seed.test.disabled_seed", "fqn": ["test", "disabled_seed"], "alias": "disabled_seed", "checksum": {"name": "sha256", "checksum": "31fddd8ec40c6aba6a3a8e7d83fedea2fd0a56c47b64ea3df1847ec1b018e2d1"}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "quote_columns": null, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "test://models/schema.yml", "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1686866740.3037848, "config_call_dict": {}, "relation_name": "\"dbt\".\"test16868667402551820116_test_previous_version_state\".\"disabled_seed\"", "raw_code": "", "root_path": "/private/var/folders/k6/gtt07v8j2vn51m_z05xk_fjc0000gp/T/pytest-of-michelleark/pytest-1078/project7", "depends_on": {"macros": []}, "state_relation": null}], "source.test.my_source.disabled_table": [{"database": "dbt", "schema": "my_source", "name": "disabled_table", "resource_type": "source", "package_name": "test", "path": "models/schema.yml", "original_file_path": "models/schema.yml", "unique_id": "source.test.my_source.disabled_table", "fqn": ["test", "my_source", "disabled_table"], "source_name": "my_source", "source_description": "My source", "loader": "a_loader", "identifier": "disabled_table", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Disabled table", "columns": {}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": false}, "patch_path": null, "unrendered_config": {"enabled": false}, "relation_name": "\"dbt\".\"my_source\".\"disabled_table\"", "created_at": 1686866740.325343}]}, "parent_map": {"model.test.my_model": [], "snapshot.test.snapshot_seed": ["seed.test.my_seed"], "analysis.test.a": [], "test.test.just_my": ["model.test.my_model"], "seed.test.my_seed": [], "test.test.not_null_my_model_id.43e0e9183a": ["model.test.my_model"], "test.test.check_nothing_my_model_.d5a5e66110": ["model.test.my_model"], "source.test.my_source.my_table": [], "exposure.test.simple_exposure": ["model.test.my_model", "source.test.my_source.my_table"], "metric.test.my_metric": []}, "child_map": {"model.test.my_model": ["exposure.test.simple_exposure", "test.test.check_nothing_my_model_.d5a5e66110", "test.test.just_my", "test.test.not_null_my_model_id.43e0e9183a"], "snapshot.test.snapshot_seed": [], "analysis.test.a": [], "test.test.just_my": [], "seed.test.my_seed": ["snapshot.test.snapshot_seed"], "test.test.not_null_my_model_id.43e0e9183a": [], "test.test.check_nothing_my_model_.d5a5e66110": [], "source.test.my_source.my_table": ["exposure.test.simple_exposure"], "exposure.test.simple_exposure": [], "metric.test.my_metric": []}, "group_map": {}, "semantic_nodes": {}} diff --git a/tests/functional/artifacts/data/state/v11/manifest.json b/tests/functional/artifacts/data/state/v11/manifest.json new file mode 100644 index 00000000000..7b80e1d6480 --- /dev/null +++ b/tests/functional/artifacts/data/state/v11/manifest.json @@ -0,0 +1 @@ +{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v11.json", "dbt_version": "1.7.0a1", "generated_at": "2023-08-07T20:29:42.331653Z", "invocation_id": "1ba3b6e8-079e-4269-afe0-65e0021df874", "env": {}, "project_name": "test", "project_id": "098f6bcd4621d373cade4e832627b4f6", "user_id": null, "send_anonymous_usage_stats": false, "adapter_type": "postgres"}, "nodes": {"model.test.my_model": {"database": "dbt", "schema": "test16914401792498484874_test_previous_version_state", "name": "my_model", "resource_type": "model", "package_name": "test", "path": 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"full_refresh": null, "unique_key": "id", "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "strategy": "check", "target_schema": "test16914401792498484874_test_previous_version_state", "target_database": null, "updated_at": null, "check_cols": "all", "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"unique_key": "id", "strategy": "check", "check_cols": "all", "target_schema": "test16914401792498484874_test_previous_version_state"}, "created_at": 1691440180.86524, "relation_name": "\"dbt\".\"test16914401792498484874_test_previous_version_state\".\"snapshot_seed\"", "raw_code": "\n{{\n config(\n unique_key='id',\n strategy='check',\n check_cols='all',\n target_schema=schema,\n )\n}}\nselect * from {{ ref('my_seed') }}\n", "language": "sql", "refs": [{"name": "my_seed", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["seed.test.my_seed"]}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}}, "analysis.test.a": {"database": "dbt", "schema": "test16914401792498484874_test_previous_version_state", "name": "a", "resource_type": "analysis", "package_name": "test", "path": "analysis/a.sql", "original_file_path": "analyses/a.sql", "unique_id": "analysis.test.a", "fqn": ["test", "analysis", "a"], "alias": "a", "checksum": {"name": "sha256", "checksum": "a389c282f569f0bbdc2a8a4f174dea746c28582fdaf2048d31d9226af9feab23"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1691440180.898926, "relation_name": null, "raw_code": "select 4 as id", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}}, "test.test.just_my": {"database": "dbt", "schema": "test16914401792498484874_test_previous_version_state_dbt_test__audit", "name": "just_my", "resource_type": "test", "package_name": "test", "path": "just_my.sql", "original_file_path": "tests/just_my.sql", "unique_id": "test.test.just_my", "fqn": ["test", "just_my"], "alias": "just_my", "checksum": {"name": "sha256", "checksum": "744889a2e2d9ce380619265e1217d7ccf6e6ca896c048d42ebe0f9cfb74d7156"}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["data_test_tag"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["data_test_tag"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["data_test_tag"]}, "created_at": 1691440180.9211771, "relation_name": null, "raw_code": "{{ config(tags = ['data_test_tag']) }}\n\nselect * from {{ ref('my_model') }}\nwhere false", "language": "sql", "refs": [{"name": "my_model", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.test.my_model"]}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}}, "seed.test.my_seed": {"database": "dbt", "schema": "test16914401792498484874_test_previous_version_state", "name": "my_seed", "resource_type": "seed", "package_name": "test", "path": "my_seed.csv", "original_file_path": "seeds/my_seed.csv", "unique_id": "seed.test.my_seed", "fqn": ["test", "my_seed"], "alias": "my_seed", "checksum": {"name": "sha256", "checksum": "f7ede83f36165ac6b7a047aa2c3f212dff385bfa9f35f395108cd06fc8e96943"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "delimiter": ",", "quote_columns": null, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1691440180.94458, "relation_name": "\"dbt\".\"test16914401792498484874_test_previous_version_state\".\"my_seed\"", "raw_code": "", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-37/project0", "depends_on": {"macros": []}}, "test.test.not_null_my_model_id.43e0e9183a": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "id", "model": "{{ get_where_subquery(ref('my_model')) }}"}, "namespace": null}, "database": "dbt", "schema": "test16914401792498484874_test_previous_version_state_dbt_test__audit", "name": "not_null_my_model_id", "resource_type": "test", "package_name": "test", "path": "not_null_my_model_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.test.not_null_my_model_id.43e0e9183a", "fqn": ["test", "not_null_my_model_id"], "alias": "not_null_my_model_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1691440180.9897559, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "my_model", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null"], "nodes": ["model.test.my_model"]}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}, "column_name": "id", "file_key_name": "models.my_model", "attached_node": "model.test.my_model"}, "test.test.check_nothing_my_model_.d5a5e66110": {"test_metadata": {"name": "check_nothing", "kwargs": {"model": "{{ get_where_subquery(ref('my_model')) }}"}, "namespace": null}, "database": "dbt", "schema": "test16914401792498484874_test_previous_version_state_dbt_test__audit", "name": "check_nothing_my_model_", "resource_type": "test", "package_name": "test", "path": "check_nothing_my_model_.sql", "original_file_path": "models/schema.yml", "unique_id": "test.test.check_nothing_my_model_.d5a5e66110", "fqn": ["test", "check_nothing_my_model_"], "alias": "check_nothing_my_model_", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1691440180.991947, "relation_name": null, "raw_code": "{{ test_check_nothing(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "my_model", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.test.test_check_nothing", "macro.dbt.get_where_subquery"], "nodes": ["model.test.my_model"]}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}, "column_name": null, "file_key_name": "models.my_model", "attached_node": "model.test.my_model"}}, "sources": {"source.test.my_source.my_table": {"database": "dbt", "schema": "my_source", "name": "my_table", "resource_type": "source", "package_name": "test", "path": "models/schema.yml", "original_file_path": "models/schema.yml", "unique_id": "source.test.my_source.my_table", "fqn": ["test", "my_source", "my_table"], "source_name": "my_source", "source_description": "My source", "loader": "a_loader", "identifier": "my_seed", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "My table", "columns": {}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"dbt\".\"my_source\".\"my_seed\"", "created_at": 1691440181.0562031}}, "macros": {"macro.test.test_check_nothing": {"name": "test_check_nothing", "resource_type": "macro", "package_name": "test", "path": "macros/dummy_test.sql", "original_file_path": "macros/dummy_test.sql", "unique_id": "macro.test.test_check_nothing", "macro_sql": "{% test check_nothing(model) %}\n-- a silly test to make sure that table-level tests show up in the manifest\n-- without a column_name field\n\nselect 0\n\n{% endtest %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.070293, "supported_languages": null}, "macro.test.test_disabled_check_nothing": {"name": "test_disabled_check_nothing", "resource_type": "macro", "package_name": "test", "path": "macros/disabled_dummy_test.sql", "original_file_path": "macros/disabled_dummy_test.sql", "unique_id": "macro.test.test_disabled_check_nothing", "macro_sql": "{% test disabled_check_nothing(model) %}\n-- a silly test to make sure that table-level tests show up in the manifest\n-- without a column_name field\n\n{{ config(enabled=False) }}\nselect 0\n\n{% endtest %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.070791, "supported_languages": null}, "macro.test.do_nothing": {"name": "do_nothing", "resource_type": "macro", "package_name": "test", "path": "macros/do_nothing.sql", "original_file_path": "macros/do_nothing.sql", "unique_id": "macro.test.do_nothing", "macro_sql": "{% macro do_nothing(foo2, bar2) %}\n select\n '{{ foo2 }}' as foo2,\n '{{ bar2 }}' as bar2\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.071234, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.071847, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.072321, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.072598, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.072875, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.0731578, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n\n {%- call statement('catalog', fetch_result=True) -%}\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n\n where (\n {%- for schema in schemas -%}\n upper(sch.nspname) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table, [m]aterialized view\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.075398, "supported_languages": null}, "macro.dbt_postgres.postgres__get_relations": {"name": "postgres__get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres__get_relations", "macro_sql": "{% macro postgres__get_relations() -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v', 'm')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.0767848, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(postgres__get_relations()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.077117, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }} ;\n insert into {{ relation }} (\n {{ adapter.dispatch('get_column_names', 'dbt')() }}\n )\n {%- set sql = get_select_subquery(sql) %}\n {% else %}\n as\n {% endif %}\n (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.default__get_column_names", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.0937831, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.0949938, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.0958998, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.096676, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.097812, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n matviewname as name,\n schemaname as schema,\n 'materialized_view' as type\n from pg_matviews\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.098848, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.099282, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.100289, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.101322, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.103395, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.103884, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.1049118, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.105603, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.106642, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.107208, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.108663, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.10928, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.1095989, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_indexes_sql": {"name": "postgres__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_indexes_sql", "macro_sql": "{% macro postgres__get_show_indexes_sql(relation) %}\n select\n i.relname as name,\n m.amname as method,\n ix.indisunique as \"unique\",\n array_to_string(array_agg(a.attname), ',') as column_names\n from pg_index ix\n join pg_class i\n on i.oid = ix.indexrelid\n join pg_am m\n on m.oid=i.relam\n join pg_class t\n on t.oid = ix.indrelid\n join pg_namespace n\n on n.oid = t.relnamespace\n join pg_attribute a\n on a.attrelid = t.oid\n and a.attnum = ANY(ix.indkey)\n where t.relname = '{{ relation.identifier }}'\n and n.nspname = '{{ relation.schema }}'\n and t.relkind in ('r', 'm')\n group by 1, 2, 3\n order by 1, 2, 3\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.110028, "supported_languages": null}, "macro.dbt_postgres.postgres__get_drop_index_sql": {"name": "postgres__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_drop_index_sql", "macro_sql": "\n\n\n{%- macro postgres__get_drop_index_sql(relation, index_name) -%}\n drop index if exists \"{{ relation.schema }}\".\"{{ index_name }}\"\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.1104121, "supported_languages": null}, "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql": {"name": "postgres__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/materialized_view.sql", "original_file_path": "macros/materializations/materialized_view.sql", "unique_id": "macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n\n -- apply a full refresh immediately if needed\n {% if configuration_changes.requires_full_refresh %}\n\n {{ get_replace_materialized_view_as_sql(relation, sql, existing_relation, backup_relation, intermediate_relation) }}\n\n -- otherwise apply individual changes as needed\n {% else %}\n\n {{ postgres__update_indexes_on_materialized_view(relation, configuration_changes.indexes) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_materialized_view_as_sql", "macro.dbt_postgres.postgres__update_indexes_on_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.114413, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql": {"name": "postgres__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/materialized_view.sql", "original_file_path": "macros/materializations/materialized_view.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_create_materialized_view_as_sql(relation, sql) %}\n create materialized view if not exists {{ relation }} as {{ sql }};\n\n {% for _index_dict in config.get('indexes', []) -%}\n {{- get_create_index_sql(relation, _index_dict) -}}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.115294, "supported_languages": null}, "macro.dbt_postgres.postgres__get_replace_materialized_view_as_sql": {"name": "postgres__get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/materialized_view.sql", "original_file_path": "macros/materializations/materialized_view.sql", "unique_id": "macro.dbt_postgres.postgres__get_replace_materialized_view_as_sql", "macro_sql": "{% macro postgres__get_replace_materialized_view_as_sql(relation, sql, existing_relation, backup_relation, intermediate_relation) %}\n {{- get_create_materialized_view_as_sql(intermediate_relation, sql) -}}\n\n {% if existing_relation is not none %}\n alter materialized view {{ existing_relation }} rename to {{ backup_relation.include(database=False, schema=False) }};\n {% endif %}\n\n alter materialized view {{ intermediate_relation }} rename to {{ relation.include(database=False, schema=False) }};\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.116357, "supported_languages": null}, "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes": {"name": "postgres__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/materialized_view.sql", "original_file_path": "macros/materializations/materialized_view.sql", "unique_id": "macro.dbt_postgres.postgres__get_materialized_view_configuration_changes", "macro_sql": "{% macro postgres__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {% set _existing_materialized_view = postgres__describe_materialized_view(existing_relation) %}\n {% set _configuration_changes = existing_relation.get_materialized_view_config_change_collection(_existing_materialized_view, new_config) %}\n {% do return(_configuration_changes) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__describe_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.1170769, "supported_languages": null}, "macro.dbt_postgres.postgres__refresh_materialized_view": {"name": "postgres__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/materialized_view.sql", "original_file_path": "macros/materializations/materialized_view.sql", "unique_id": "macro.dbt_postgres.postgres__refresh_materialized_view", "macro_sql": "{% macro postgres__refresh_materialized_view(relation) %}\n refresh materialized view {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.117355, "supported_languages": null}, "macro.dbt_postgres.postgres__update_indexes_on_materialized_view": {"name": "postgres__update_indexes_on_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/materialized_view.sql", "original_file_path": "macros/materializations/materialized_view.sql", "unique_id": "macro.dbt_postgres.postgres__update_indexes_on_materialized_view", "macro_sql": "\n\n\n{%- macro postgres__update_indexes_on_materialized_view(relation, index_changes) -%}\n {{- log(\"Applying UPDATE INDEXES to: \" ~ relation) -}}\n\n {%- for _index_change in index_changes -%}\n {%- set _index = _index_change.context -%}\n\n {%- if _index_change.action == \"drop\" -%}\n\n {{ postgres__get_drop_index_sql(relation, _index.name) }};\n\n {%- elif _index_change.action == \"create\" -%}\n\n {{ postgres__get_create_index_sql(relation, _index.as_node_config) }}\n\n {%- endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql", "macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.1185112, "supported_languages": null}, "macro.dbt_postgres.postgres__describe_materialized_view": {"name": "postgres__describe_materialized_view", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/materialized_view.sql", "original_file_path": "macros/materializations/materialized_view.sql", "unique_id": "macro.dbt_postgres.postgres__describe_materialized_view", "macro_sql": "{% macro postgres__describe_materialized_view(relation) %}\n -- for now just get the indexes, we don't need the name or the query yet\n {% set _indexes = run_query(get_show_indexes_sql(relation)) %}\n {% do return({'indexes': _indexes}) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.1192052, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.120142, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.12173, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.122273, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.123748, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.130668, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.1310568, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.13233, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.133286, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.1356218, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.136107, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.1364741, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.136837, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.137197, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.137994, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.138756, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.13964, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.140648, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.1412969, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.148299, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.148711, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.149267, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.15099, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.1514199, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.151839, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.155089, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.158284, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.165449, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.166134, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.166538, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.166764, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.167116, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.167403, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.167891, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.1698828, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.170335, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.171081, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.172201, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.185229, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type='table') -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ create_table_as(False, target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.189966, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.190988, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.191759, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.192611, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.193567, "supported_languages": null}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.196668, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.198057, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.1997051, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.2002912, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.202024, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.212682, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.216616, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.21732, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.219748, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.2203908, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.2220218, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.2234108, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.2252102, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.2257652, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.226215, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.226969, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.2274182, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.2281191, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.228576, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.229218, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.229672, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.2300491, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.230741, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.2416909, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.251324, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.254244, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.257107, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.2592158, "supported_languages": null}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.268107, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.269056, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.269679, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_materialized_view_as_sql(target_relation, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_materialized_view_as_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.2728288, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.27339, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.274963, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/get_materialized_view_configuration_changes.sql", "original_file_path": "macros/materializations/models/materialized_view/get_materialized_view_configuration_changes.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.275917, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/get_materialized_view_configuration_changes.sql", "original_file_path": "macros/materializations/models/materialized_view/get_materialized_view_configuration_changes.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.276288, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/alter_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/alter_materialized_view.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.277397, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/alter_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/alter_materialized_view.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.277892, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/refresh_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/refresh_materialized_view.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.278632, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/refresh_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/refresh_materialized_view.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.2790139, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_as_sql": {"name": "get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/replace_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/replace_materialized_view.sql", "unique_id": "macro.dbt.get_replace_materialized_view_as_sql", "macro_sql": "{% macro get_replace_materialized_view_as_sql(relation, sql, existing_relation, backup_relation, intermediate_relation) %}\n {{- log('Applying REPLACE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_replace_materialized_view_as_sql', 'dbt')(relation, sql, existing_relation, backup_relation, intermediate_relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_replace_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.279973, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_as_sql": {"name": "default__get_replace_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/replace_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/replace_materialized_view.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_as_sql", "macro_sql": "{% macro default__get_replace_materialized_view_as_sql(relation, sql, existing_relation, backup_relation, intermediate_relation) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.280412, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/create_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/create_materialized_view.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.281301, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view/create_materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view/create_materialized_view.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.281683, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.2822368, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.282658, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.2833312, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation }} clone {{ defer_relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.2836668, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.2903922, "supported_languages": ["sql"]}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.292397, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.2928672, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.294262, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.294677, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.29502, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.298988, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.300363, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3012679, "supported_languages": null}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/table.sql", "original_file_path": "macros/materializations/models/table/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.307889, "supported_languages": ["sql"]}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.30974, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.31021, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.311289, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.312926, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.31407, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.314547, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.315066, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/view.sql", "original_file_path": "macros/materializations/models/view/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.321437, "supported_languages": ["sql"]}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.322133, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.322679, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/models/view/create_or_replace_view.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.326168, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.327127, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.327552, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3280041, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.329016, "supported_languages": null}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.336669, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3454552, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3475578, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3482618, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3494751, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.349937, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.350264, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.350621, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3509161, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.351319, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3516219, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.352771, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3533561, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.356551, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.357485, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.358403, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3594902, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.360228, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3609312, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3617952, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.36254, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.363391, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3641012, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.364686, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.365979, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.369216, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3706071, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.371307, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.374628, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.377856, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3798249, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3805308, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.381087, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.38129, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3820338, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.382445, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.383023, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3833401, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.384038, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3843079, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.385071, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.385487, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3860219, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3862221, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.386838, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3871932, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3878698, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.388227, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.389538, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.390626, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3913941, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.391814, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.392496, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.392988, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.393586, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.393982, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.394551, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.394948, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3955321, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3958, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.396518, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.396868, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.397446, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.397714, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.399575, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.3999622, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.400367, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.400755, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.401145, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.401521, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4019089, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.402339, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4027379, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4031029, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.403604, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.403957, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.404344, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4046981, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.405327, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.405653, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.40622, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4064798, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.407228, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4078531, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.40821, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.409259, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4096599, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4103281, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4109702, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4113002, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.412131, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.412707, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.413344, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.413671, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.414459, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.415064, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.415454, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.415895, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.417001, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4173682, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.417716, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4179761, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4183722, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.418567, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.418962, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4193568, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.421094, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4214349, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.42182, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.422765, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.423254, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4237282, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.424196, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.424513, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4293242, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.429745, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.430277, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.43099, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4315891, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.43253, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.432981, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.433389, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.433883, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.434575, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.43518, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4364989, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.437057, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.437417, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.437897, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.438814, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4400241, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.440707, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4412549, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4443898, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.44468, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.445083, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.445368, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.446187, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.446638, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4469702, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.447506, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4479702, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.448641, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4491, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.449687, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4512398, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.451693, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4522839, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.452825, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.455776, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4571, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.45751, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.457997, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4584908, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.459122, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.460255, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4634519, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.46409, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.464551, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4649558, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.465441, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.466049, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4665542, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.467294, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.467995, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.468404, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4688158, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n {{ exceptions.raise_not_implemented(\n 'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.469204, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.470975, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {%- if relation.is_table -%}\n {{- drop_table(relation) -}}\n {%- elif relation.is_view -%}\n {{- drop_view(relation) -}}\n {%- elif relation.is_materialized_view -%}\n {{- drop_materialized_view(relation) -}}\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endif -%}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.drop_table", "macro.dbt.drop_view", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.472041, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{ return(adapter.dispatch('drop_table', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4724748, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.472734, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{ return(adapter.dispatch('drop_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.473155, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4734132, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{ return(adapter.dispatch('drop_materialized_view', 'dbt')(relation)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.473834, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/drop_relation.sql", "original_file_path": "macros/adapters/drop_relation.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.474092, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.478016, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.478462, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.479197, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.479716, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.480208, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4806452, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {{ col_err.append(col['name']) }}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n cast(null as {{ col['data_type'] }}) as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.482412, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4833338, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4837701, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.484585, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4851232, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4865139, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.487134, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.488967, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4919412, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.492311, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.49422, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.49517, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.496516, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.497599, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.497788, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.49883, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.4993868, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.500064, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1691440180.5007129, "supported_languages": null}}, "docs": {"doc.test.somedoc": {"name": "somedoc", "resource_type": "doc", "package_name": "test", "path": "somedoc.md", "original_file_path": "models/somedoc.md", "unique_id": "doc.test.somedoc", "block_contents": "Testing, testing"}, "doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {"exposure.test.simple_exposure": {"name": "simple_exposure", "resource_type": "exposure", "package_name": "test", "path": "schema.yml", "original_file_path": "models/schema.yml", "unique_id": "exposure.test.simple_exposure", "fqn": ["test", "simple_exposure"], "type": "dashboard", "owner": {"email": "something@example.com", "name": null}, "description": "", "label": null, "maturity": null, "meta": {}, "tags": [], "config": {"enabled": true}, "unrendered_config": {}, "url": null, "depends_on": {"macros": [], "nodes": ["source.test.my_source.my_table", "model.test.my_model"]}, "refs": [{"name": "my_model", "package": null, "version": null}], "sources": [["my_source", "my_table"]], "metrics": [], "created_at": 1691440181.0311701}}, "metrics": {"metric.test.my_metric": {"name": "my_metric", "resource_type": "metric", "package_name": "test", "path": "schema.yml", "original_file_path": "models/schema.yml", "unique_id": "metric.test.my_metric", "fqn": ["test", "my_metric"], "description": "", "label": "Count records", "type": "simple", "type_params": {"measure": {"name": "customers", "filter": null, "alias": null}, "input_measures": [{"name": "customers", "filter": null, "alias": null}], "numerator": null, "denominator": null, "expr": null, "window": null, "grain_to_date": null, "metrics": []}, "filter": null, "metadata": null, "meta": {}, "tags": [], "config": {"enabled": true, "group": null}, "unrendered_config": {}, "sources": [], "depends_on": {"macros": [], "nodes": ["semantic_model.test.semantic_people"]}, "refs": [], "metrics": [], "created_at": 1691440181.041922, "group": null}}, "groups": {}, "selectors": {}, "disabled": {"model.test.disabled_model": [{"database": "dbt", "schema": "test16914401792498484874_test_previous_version_state", "name": "disabled_model", "resource_type": "model", "package_name": "test", "path": "disabled_model.sql", "original_file_path": "models/disabled_model.sql", "unique_id": "model.test.disabled_model", "fqn": ["test", "disabled_model"], "alias": "disabled_model", "checksum": {"name": "sha256", "checksum": "597106d23ce34e3cd2430588e5c1cf474ebdd138fc47e09b925a4ab258a27acc"}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1691440180.841795, "config_call_dict": {"enabled": false}, "relation_name": "\"dbt\".\"test16914401792498484874_test_previous_version_state\".\"disabled_model\"", "raw_code": "{{ config(enabled=False) }}\nselect 2 as id", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null, "defer_relation": null}], "snapshot.test.disabled_snapshot_seed": [{"database": "dbt", "schema": "test16914401792498484874_test_previous_version_state", "name": "disabled_snapshot_seed", "resource_type": "snapshot", "package_name": "test", "path": "disabled_snapshot_seed.sql", "original_file_path": "snapshots/disabled_snapshot_seed.sql", "unique_id": "snapshot.test.disabled_snapshot_seed", "fqn": ["test", "disabled_snapshot_seed", "disabled_snapshot_seed"], "alias": "disabled_snapshot_seed", "checksum": {"name": "sha256", "checksum": "fe76c9dd437341c9e82a0f2a8baf3148f961b768eaa0a4410cd27d3c071bd617"}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "snapshot", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": "id", "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "strategy": "check", "target_schema": "test16914401792498484874_test_previous_version_state", "target_database": null, "updated_at": null, "check_cols": "all", "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"unique_key": "id", "strategy": "check", "check_cols": "all", "target_schema": "test16914401792498484874_test_previous_version_state", "enabled": false}, "created_at": 1691440180.87534, "config_call_dict": {"unique_key": "id", "strategy": "check", "check_cols": "all", "target_schema": "test16914401792498484874_test_previous_version_state", "enabled": false}, "relation_name": "\"dbt\".\"test16914401792498484874_test_previous_version_state\".\"disabled_snapshot_seed\"", "raw_code": "\n{{\n config(\n unique_key='id',\n strategy='check',\n check_cols='all',\n target_schema=schema,\n enabled=False,\n )\n}}\nselect * from {{ ref('my_seed') }}\n", "language": "sql", "refs": [{"name": "my_seed", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}, "defer_relation": null}], "analysis.test.disabled_al": [{"database": "dbt", "schema": "test16914401792498484874_test_previous_version_state", "name": "disabled_al", "resource_type": "analysis", "package_name": "test", "path": "analysis/disabled_al.sql", "original_file_path": "analyses/disabled_al.sql", "unique_id": "analysis.test.disabled_al", "fqn": ["test", "analysis", "disabled_al"], "alias": "disabled_al", "checksum": {"name": "sha256", "checksum": "32d36ad6cff0786eb562440ba60ef6c9b9a7f4c282dfb7a52eaf19d36370f0e1"}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1691440180.893058, "config_call_dict": {"enabled": false}, "relation_name": null, "raw_code": "{{ config(enabled=False) }}\nselect 9 as id", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}}], "test.test.disabled_just_my": [{"database": "dbt", "schema": "test16914401792498484874_test_previous_version_state_dbt_test__audit", "name": "disabled_just_my", "resource_type": "test", "package_name": "test", "path": "disabled_just_my.sql", "original_file_path": "tests/disabled_just_my.sql", "unique_id": "test.test.disabled_just_my", "fqn": ["test", "disabled_just_my"], "alias": "disabled_just_my", "checksum": {"name": "sha256", "checksum": "4f2268fd89a3b4ef899264ada6d7aa33603671cbc5d5acead7dc2eadf1add985"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1691440180.916724, "config_call_dict": {"enabled": false}, "relation_name": null, "raw_code": "{{ config(enabled=False) }}\n\nselect * from {{ ref('my_model') }}\nwhere false", "language": "sql", "refs": [{"name": "my_model", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}}], "test.test.disabled_check_nothing_my_model_.f2c6a72d37": [{"test_metadata": {"name": "disabled_check_nothing", "kwargs": {"model": "{{ get_where_subquery(ref('my_model')) }}"}, "namespace": null}, "database": "dbt", "schema": "test16914401792498484874_test_previous_version_state_dbt_test__audit", "name": "disabled_check_nothing_my_model_", "resource_type": "test", "package_name": "test", "path": "disabled_check_nothing_my_model_.sql", "original_file_path": "models/schema.yml", "unique_id": "test.test.disabled_check_nothing_my_model_.f2c6a72d37", "fqn": ["test", "disabled_check_nothing_my_model_"], "alias": "disabled_check_nothing_my_model_", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": false, 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"test.test.not_null_my_model_id.43e0e9183a"], "model.test.metricflow_time_spine": [], "snapshot.test.snapshot_seed": [], "analysis.test.a": [], "test.test.just_my": [], "seed.test.my_seed": ["snapshot.test.snapshot_seed"], "test.test.not_null_my_model_id.43e0e9183a": [], "test.test.check_nothing_my_model_.d5a5e66110": [], "source.test.my_source.my_table": ["exposure.test.simple_exposure"], "exposure.test.simple_exposure": [], "metric.test.my_metric": [], "semantic_model.test.semantic_people": ["metric.test.my_metric"]}, "group_map": {}, "semantic_models": {"semantic_model.test.semantic_people": {"name": "semantic_people", "resource_type": "semantic_model", "package_name": "test", "path": "schema.yml", "original_file_path": "models/schema.yml", "unique_id": "semantic_model.test.semantic_people", "fqn": ["test", "semantic_people"], "model": "ref('my_model')", "node_relation": {"alias": "my_model", "schema_name": "test16914401792498484874_test_previous_version_state", "database": "dbt", "relation_name": "\"dbt\".\"test16914401792498484874_test_previous_version_state\".\"my_model\""}, "description": null, "defaults": {"agg_time_dimension": "created_at"}, "entities": [{"name": "id", "type": "primary", "description": null, "role": null, "expr": null}], "measures": [{"name": "years_tenure", "agg": "sum", "description": null, "create_metric": false, "expr": "tenure", "agg_params": null, "non_additive_dimension": null, "agg_time_dimension": null}, {"name": "people", "agg": "count", "description": null, "create_metric": false, "expr": "id", "agg_params": null, "non_additive_dimension": null, "agg_time_dimension": null}, {"name": "customers", "agg": "count", "description": null, "create_metric": false, "expr": "id", "agg_params": null, "non_additive_dimension": null, "agg_time_dimension": null}], "dimensions": [{"name": "favorite_color", "type": "categorical", "description": null, "is_partition": false, "type_params": null, "expr": null, "metadata": null}, {"name": "created_at", "type": "time", "description": null, "is_partition": false, "type_params": {"time_granularity": "day", "validity_params": null}, "expr": null, "metadata": null}], "metadata": null, "depends_on": {"macros": [], "nodes": ["model.test.my_model"]}, "refs": [{"name": "my_model", "package": null, "version": null}], "created_at": 1691440181.05326, "config": {"enabled": true}, "primary_entity": null}}} diff --git a/tests/functional/artifacts/data/state/v2/manifest.json b/tests/functional/artifacts/data/state/v2/manifest.json index f188994aca7..25532471aea 100644 --- a/tests/functional/artifacts/data/state/v2/manifest.json +++ b/tests/functional/artifacts/data/state/v2/manifest.json @@ -1 +1 @@ -{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v2.json", "dbt_version": "0.20.2", "generated_at": "2022-06-08T05:12:43.870174Z", "invocation_id": "b9b21a26-1804-47f9-866b-620501fe5540", "env": {}, "project_id": "098f6bcd4621d373cade4e832627b4f6", "user_id": null, "send_anonymous_usage_stats": false, "adapter_type": "postgres"}, "nodes": {"model.test.my_model": {"raw_sql": "select 1 as id", "resource_type": "model", "depends_on": {"macros": [], "nodes": []}, "config": {"enabled": true, "materialized": "view", "persist_docs": {}, "vars": {}, "quoting": {}, "column_types": {}, "alias": null, "schema": null, "database": null, "tags": [], "full_refresh": null, "post-hook": [], "pre-hook": []}, "database": "jerco", "schema": "dbt_jcohen", "fqn": ["test", "my_model"], "unique_id": "model.test.my_model", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "my_model.sql", "original_file_path": "models/my_model.sql", "name": "my_model", "alias": "my_model", "checksum": {"name": "sha256", "checksum": "479636cb85ce8d3b0f8db5ff13cf338b61254ad98d905630eac61f963e719e9d"}, "tags": [], "refs": [], "sources": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true}, "patch_path": null, "compiled_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1654665164}}, "sources": {}, "macros": {"macro.test.drop_relation": {"unique_id": "macro.test.drop_relation", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(dbt_labs_materialized_views.drop_relation(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.test.postgres__list_relations_without_caching": {"unique_id": "macro.test.postgres__list_relations_without_caching", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {{ return(dbt_labs_materialized_views.postgres__list_relations_without_caching(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.test.postgres_get_relations": {"unique_id": "macro.test.postgres_get_relations", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(dbt_labs_materialized_views.postgres_get_relations()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.postgres_get_relations"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.test.redshift__list_relations_without_caching": {"unique_id": "macro.test.redshift__list_relations_without_caching", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "redshift__list_relations_without_caching", "macro_sql": "{% macro redshift__list_relations_without_caching(schema_relation) %}\n {{ return(dbt_labs_materialized_views.redshift__list_relations_without_caching(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.redshift__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.test.load_relation": {"unique_id": "macro.test.load_relation", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(dbt_labs_materialized_views.redshift_load_relation_or_mv(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__get_catalog": {"unique_id": "macro.dbt_postgres.postgres__get_catalog", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "name": "postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n\n {%- call statement('catalog', fetch_result=True) -%}\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n\n where (\n {%- for schema in schemas -%}\n upper(sch.nspname) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence = 'p' -- [p]ermanent table. Other values are [u]nlogged table, [t]emporary table\n and tbl.relkind in ('r', 'v', 'f', 'p') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table, [m]aterialized view\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres_get_relations": {"unique_id": "macro.dbt_postgres.postgres_get_relations", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "name": "postgres_get_relations", "macro_sql": "{% macro postgres_get_relations () -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__create_table_as": {"unique_id": "macro.dbt_postgres.postgres__create_table_as", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__get_create_index_sql": {"unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__create_schema": {"unique_id": "macro.dbt_postgres.postgres__create_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__drop_schema": {"unique_id": "macro.dbt_postgres.postgres__drop_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__information_schema_name": {"unique_id": "macro.dbt_postgres.postgres__information_schema_name", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__list_schemas": {"unique_id": "macro.dbt_postgres.postgres__list_schemas", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__check_schema_exists": {"unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__current_timestamp": {"unique_id": "macro.dbt_postgres.postgres__current_timestamp", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__snapshot_get_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__make_temp_relation": {"unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix_length = suffix|length + dtstring|length %}\n {% set relation_max_name_length = 63 %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Temp relation suffix is too long (' ~ suffix|length ~ ' characters). Maximum length is ' ~ (relation_max_name_length - dtstring|length) ~ ' characters.') %}\n {% endif %}\n {% set tmp_identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix ~ dtstring %}\n {% do return(base_relation.incorporate(\n path={\n \"identifier\": tmp_identifier,\n \"schema\": none,\n \"database\": none\n })) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres_escape_comment": {"unique_id": "macro.dbt_postgres.postgres_escape_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__alter_relation_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__alter_column_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% for column_name in column_dict %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "name": "postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.statement": {"unique_id": "macro.dbt.statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/core.sql", "original_file_path": "macros/core.sql", "name": "statement", "macro_sql": "{% macro statement(name=None, fetch_result=False, auto_begin=True) -%}\n {%- if execute: -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- set res, table = adapter.execute(sql, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.noop_statement": {"unique_id": "macro.dbt.noop_statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/core.sql", "original_file_path": "macros/core.sql", "name": "noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.get_test_sql": {"unique_id": "macro.dbt.get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/test.sql", "original_file_path": "macros/materializations/test.sql", "name": "get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.default__get_test_sql": {"unique_id": "macro.dbt.default__get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/test.sql", "original_file_path": "macros/materializations/test.sql", "name": "default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.materialization_test_default": {"unique_id": "macro.dbt.materialization_test_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/test.sql", "original_file_path": "macros/materializations/test.sql", "name": "materialization_test_default", "macro_sql": "\n\n{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type='table') -%} %}\n \n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n \n {% call statement(auto_begin=True) %}\n {{ create_table_as(False, target_relation, sql) }}\n {% endcall %}\n \n {% do relations.append(target_relation) %}\n \n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n \n {{ adapter.commit() }}\n \n {% else %}\n\n {% set main_sql = sql %}\n \n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n \n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.run_hooks": {"unique_id": "macro.dbt.run_hooks", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.column_list": {"unique_id": "macro.dbt.column_list", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "column_list", "macro_sql": "{% macro column_list(columns) %}\n {%- for col in columns %}\n {{ col.name }} {% if not loop.last %},{% endif %}\n {% endfor -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.column_list_for_create_table": {"unique_id": "macro.dbt.column_list_for_create_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "column_list_for_create_table", "macro_sql": "{% macro column_list_for_create_table(columns) %}\n {%- for col in columns %}\n {{ col.name }} {{ col.data_type }} {%- if not loop.last %},{% endif %}\n {% endfor -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.make_hook_config": {"unique_id": "macro.dbt.make_hook_config", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.before_begin": {"unique_id": "macro.dbt.before_begin", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.in_transaction": {"unique_id": "macro.dbt.in_transaction", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.after_commit": {"unique_id": "macro.dbt.after_commit", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.drop_relation_if_exists": {"unique_id": "macro.dbt.drop_relation_if_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.load_relation": {"unique_id": "macro.dbt.load_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.should_full_refresh": {"unique_id": "macro.dbt.should_full_refresh", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.should_store_failures": {"unique_id": "macro.dbt.should_store_failures", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.snapshot_merge_sql": {"unique_id": "macro.dbt.snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot/snapshot_merge.sql", "name": "snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql')(target, source, insert_cols) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.default__snapshot_merge_sql": {"unique_id": "macro.dbt.default__snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot/snapshot_merge.sql", "name": "default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n ;\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.strategy_dispatch": {"unique_id": "macro.dbt.strategy_dispatch", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.snapshot_hash_arguments": {"unique_id": "macro.dbt.snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments')(args) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.default__snapshot_hash_arguments": {"unique_id": "macro.dbt.default__snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.snapshot_get_time": {"unique_id": "macro.dbt.snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_get_time", "macro_sql": "{% macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.default__snapshot_get_time": {"unique_id": "macro.dbt.default__snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() -%}\n {{ current_timestamp() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.snapshot_timestamp_strategy": {"unique_id": "macro.dbt.snapshot_timestamp_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/fishtown-analytics/dbt/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.snapshot_string_as_time": {"unique_id": "macro.dbt.snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time')(timestamp) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.default__snapshot_string_as_time": {"unique_id": "macro.dbt.default__snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.snapshot_check_all_get_existing_columns": {"unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists) -%}\n {%- set query_columns = get_columns_in_query(node['compiled_sql']) -%}\n {%- if not target_exists -%}\n {# no table yet -> return whatever the query does #}\n {{ return([false, query_columns]) }}\n {%- endif -%}\n {# handle any schema changes #}\n {%- set target_table = node.get('alias', node.get('name')) -%}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=target_table) -%}\n {%- set existing_cols = get_columns_in_query('select * from ' ~ target_relation) -%}\n {%- set ns = namespace() -%} {# handle for-loop scoping with a namespace #}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(col) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return([ns.column_added, intersection]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.snapshot_check_strategy": {"unique_id": "macro.dbt.snapshot_check_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n \n {% set select_current_time -%}\n select {{ snapshot_get_time() }} as snapshot_start\n {%- endset %}\n\n {#-- don't access the column by name, to avoid dealing with casing issues on snowflake #}\n {%- set now = run_query(select_current_time)[0][0] -%}\n {% if now is none or now is undefined -%}\n {%- do exceptions.raise_compiler_error('Could not get a snapshot start time from the database') -%}\n {%- endif %}\n {% set updated_at = config.get('updated_at', snapshot_string_as_time(now)) %}\n\n {% set column_added = false %}\n\n {% if check_cols_config == 'all' %}\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists) %}\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {% set check_cols = check_cols_config %}\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n TRUE\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.run_query", "macro.dbt.snapshot_string_as_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.create_columns": {"unique_id": "macro.dbt.create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns')(relation, columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.default__create_columns": {"unique_id": "macro.dbt.default__create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.post_snapshot": {"unique_id": "macro.dbt.post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot')(staging_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.default__post_snapshot": {"unique_id": "macro.dbt.default__post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.snapshot_staging_table": {"unique_id": "macro.dbt.snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select \n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n \n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n \n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.build_snapshot_table": {"unique_id": "macro.dbt.build_snapshot_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.get_or_create_relation": {"unique_id": "macro.dbt.get_or_create_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.build_snapshot_staging_table": {"unique_id": "macro.dbt.build_snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set tmp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, tmp_relation, select) }}\n {% endcall %}\n\n {% do return(tmp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.materialization_snapshot_default": {"unique_id": "macro.dbt.materialization_snapshot_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n\n {% if not adapter.check_schema_exists(model.database, model.schema) %}\n {% do create_schema(model.database, model.schema) %}\n {% endif %}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_sql']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_schema", "macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.create_csv_table": {"unique_id": "macro.dbt.create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.reset_csv_table": {"unique_id": "macro.dbt.reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.load_csv_rows": {"unique_id": "macro.dbt.load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.default__create_csv_table": {"unique_id": "macro.dbt.default__create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.default__reset_csv_table": {"unique_id": "macro.dbt.default__reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.get_seed_column_quoted_csv": {"unique_id": "macro.dbt.get_seed_column_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.basic_load_csv_rows": {"unique_id": "macro.dbt.basic_load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "basic_load_csv_rows", "macro_sql": "{% macro basic_load_csv_rows(model, batch_size, agate_table) %}\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n %s\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_seed_column_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__load_csv_rows": {"unique_id": "macro.dbt.default__load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n {{ return(basic_load_csv_rows(model, 10000, agate_table) )}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.basic_load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.materialization_seed_default": {"unique_id": "macro.dbt.materialization_seed_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set agate_table = load_agate_table() -%}\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ create_table_sql }};\n -- dbt seed --\n {{ sql }}\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.incremental_upsert": {"unique_id": "macro.dbt.incremental_upsert", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/helpers.sql", "original_file_path": "macros/materializations/incremental/helpers.sql", "name": "incremental_upsert", "macro_sql": "{% macro incremental_upsert(tmp_relation, target_relation, unique_key=none, statement_name=\"main\") %}\n {%- set dest_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set dest_cols_csv = dest_columns | map(attribute='quoted') | join(', ') -%}\n\n {%- if unique_key is not none -%}\n delete\n from {{ target_relation }}\n where ({{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ tmp_relation }}\n );\n {%- endif %}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ tmp_relation }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.materialization_incremental_default": {"unique_id": "macro.dbt.materialization_incremental_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/incremental.sql", "original_file_path": "macros/materializations/incremental/incremental.sql", "name": "materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n {% set unique_key = config.get('unique_key') %}\n\n {% set target_relation = this.incorporate(type='table') %}\n {% set existing_relation = load_relation(this) %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n {% if existing_relation is none %}\n {% set build_sql = create_table_as(False, target_relation, sql) %}\n {% elif existing_relation.is_view or should_full_refresh() %}\n {#-- Make sure the backup doesn't exist so we don't encounter issues with the rename below #}\n {% set tmp_identifier = model['name'] + '__dbt_tmp' %}\n {% set backup_identifier = model['name'] + \"__dbt_backup\" %}\n\n {% set intermediate_relation = existing_relation.incorporate(path={\"identifier\": tmp_identifier}) %}\n {% set backup_relation = existing_relation.incorporate(path={\"identifier\": backup_identifier}) %}\n\n {% do adapter.drop_relation(intermediate_relation) %}\n {% do adapter.drop_relation(backup_relation) %}\n\n {% set build_sql = create_table_as(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% do to_drop.append(backup_relation) %}\n {% else %}\n {% set tmp_relation = make_temp_relation(target_relation) %}\n {% do run_query(create_table_as(True, tmp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=tmp_relation,\n to_relation=target_relation) %}\n {% set build_sql = incremental_upsert(tmp_relation, target_relation, unique_key=unique_key) %}\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %} \n {% do adapter.rename_relation(target_relation, backup_relation) %} \n {% do adapter.rename_relation(intermediate_relation, target_relation) %} \n {% endif %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.load_relation", "macro.dbt.run_hooks", "macro.dbt.create_table_as", "macro.dbt.should_full_refresh", "macro.dbt.make_temp_relation", "macro.dbt.run_query", "macro.dbt.incremental_upsert", "macro.dbt.statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.get_merge_sql": {"unique_id": "macro.dbt.get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, predicates=none) -%}\n {{ adapter.dispatch('get_merge_sql')(target, source, unique_key, dest_columns, predicates) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.get_delete_insert_merge_sql": {"unique_id": "macro.dbt.get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql')(target, source, unique_key, dest_columns) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__get_merge_sql": {"unique_id": "macro.dbt.default__get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, predicates) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set update_columns = config.get('merge_update_columns', default = dest_columns | map(attribute=\"quoted\") | list) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{ predicates | join(' and ') }}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.get_quoted_csv": {"unique_id": "macro.dbt.get_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.common_get_delete_insert_merge_sql": {"unique_id": "macro.dbt.common_get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "common_get_delete_insert_merge_sql", "macro_sql": "{% macro common_get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key is not none %}\n delete from {{ target }}\n where ({{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n );\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n );\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__get_delete_insert_merge_sql": {"unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n {{ common_get_delete_insert_merge_sql(target, source, unique_key, dest_columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.common_get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.materialization_table_default": {"unique_id": "macro.dbt.materialization_table_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/table/table.sql", "original_file_path": "macros/materializations/table/table.sql", "name": "materialization_table_default", "macro_sql": "{% materialization table, default %}\n {%- set identifier = model['alias'] -%}\n {%- set tmp_identifier = model['name'] + '__dbt_tmp' -%}\n {%- set backup_identifier = model['name'] + '__dbt_backup' -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier,\n schema=schema,\n database=database,\n type='table') -%}\n {%- set intermediate_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema,\n database=database,\n type='table') -%}\n\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if old_relation is none else old_relation.type -%}\n {%- set backup_relation = api.Relation.create(identifier=backup_identifier,\n schema=schema,\n database=database,\n type=backup_relation_type) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n\n -- drop the temp relations if they exists for some reason\n {{ adapter.drop_relation(intermediate_relation) }}\n {{ adapter.drop_relation(backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ create_table_as(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if old_relation is not none %}\n {{ adapter.rename_relation(target_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.create_indexes", "macro.dbt.persist_docs", "macro.dbt.drop_relation_if_exists"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.materialization_view_default": {"unique_id": "macro.dbt.materialization_view_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/view.sql", "original_file_path": "macros/materializations/view/view.sql", "name": "materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set identifier = model['alias'] -%}\n {%- set tmp_identifier = model['name'] + '__dbt_tmp' -%}\n {%- set backup_identifier = model['name'] + '__dbt_backup' -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {%- set intermediate_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema, database=database, type='view') -%}\n\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"old_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the old_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the old_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if old_relation is none else old_relation.type -%}\n {%- set backup_relation = api.Relation.create(identifier=backup_identifier,\n schema=schema, database=database,\n type=backup_relation_type) -%}\n\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exists for some reason\n {{ adapter.drop_relation(intermediate_relation) }}\n {{ adapter.drop_relation(backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ create_view_as(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if old_relation is not none %}\n {{ adapter.rename_relation(target_relation, backup_relation) }}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_view_as", "macro.dbt.persist_docs", "macro.dbt.drop_relation_if_exists"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.handle_existing_table": {"unique_id": "macro.dbt.handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/view/create_or_replace_view.sql", "name": "handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', macro_namespace = 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__handle_existing_table": {"unique_id": "macro.dbt.default__handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/view/create_or_replace_view.sql", "name": "default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.create_or_replace_view": {"unique_id": "macro.dbt.create_or_replace_view", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/view/create_or_replace_view.sql", "name": "create_or_replace_view", "macro_sql": "{% macro create_or_replace_view(run_outside_transaction_hooks=True) %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n\n {% if run_outside_transaction_hooks %}\n -- no transactions on BigQuery\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n {% endif %}\n\n -- `BEGIN` happens here on Snowflake\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ create_view_as(target_relation, sql) }}\n {%- endcall %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if run_outside_transaction_hooks %}\n -- No transactions on BigQuery\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n {% endif %}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.generate_alias_name": {"unique_id": "macro.dbt.generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_alias.sql", "original_file_path": "macros/etc/get_custom_alias.sql", "name": "generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name is none -%}\n\n {{ node.name }}\n\n {%- else -%}\n\n {{ custom_alias_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.run_query": {"unique_id": "macro.dbt.run_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/query.sql", "original_file_path": "macros/etc/query.sql", "name": "run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.is_incremental": {"unique_id": "macro.dbt.is_incremental", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/is_incremental.sql", "original_file_path": "macros/etc/is_incremental.sql", "name": "is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.convert_datetime": {"unique_id": "macro.dbt.convert_datetime", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.dates_in_range": {"unique_id": "macro.dbt.dates_in_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partiton start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.partition_range": {"unique_id": "macro.dbt.partition_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.py_current_timestring": {"unique_id": "macro.dbt.py_current_timestring", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.generate_schema_name": {"unique_id": "macro.dbt.generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_schema.sql", "original_file_path": "macros/etc/get_custom_schema.sql", "name": "generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.generate_schema_name_for_env": {"unique_id": "macro.dbt.generate_schema_name_for_env", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_schema.sql", "original_file_path": "macros/etc/get_custom_schema.sql", "name": "generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.generate_database_name": {"unique_id": "macro.dbt.generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_database.sql", "original_file_path": "macros/etc/get_custom_database.sql", "name": "generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name')(custom_database_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__generate_database_name": {"unique_id": "macro.dbt.default__generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_database.sql", "original_file_path": "macros/etc/get_custom_database.sql", "name": "default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.get_columns_in_query": {"unique_id": "macro.dbt.get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query')(select_sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__get_columns_in_query": {"unique_id": "macro.dbt.default__get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n {% endcall %}\n\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.create_schema": {"unique_id": "macro.dbt.create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__create_schema": {"unique_id": "macro.dbt.default__create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.drop_schema": {"unique_id": "macro.dbt.drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__drop_schema": {"unique_id": "macro.dbt.default__drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.create_table_as": {"unique_id": "macro.dbt.create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, sql) -%}\n {{ adapter.dispatch('create_table_as')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__create_table_as": {"unique_id": "macro.dbt.default__create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n as (\n {{ sql }}\n );\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.get_create_index_sql": {"unique_id": "macro.dbt.get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql')(relation, index_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__get_create_index_sql": {"unique_id": "macro.dbt.default__get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.create_indexes": {"unique_id": "macro.dbt.create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes')(relation) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__create_indexes": {"unique_id": "macro.dbt.default__create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.create_view_as": {"unique_id": "macro.dbt.create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__create_view_as": {"unique_id": "macro.dbt.default__create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }} as (\n {{ sql }}\n );\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.get_catalog": {"unique_id": "macro.dbt.get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog')(information_schema, schemas)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__get_catalog": {"unique_id": "macro.dbt.default__get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.get_columns_in_relation": {"unique_id": "macro.dbt.get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.sql_convert_columns_in_relation": {"unique_id": "macro.dbt.sql_convert_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__get_columns_in_relation": {"unique_id": "macro.dbt.default__get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.alter_column_type": {"unique_id": "macro.dbt.alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.alter_column_comment": {"unique_id": "macro.dbt.alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment')(relation, column_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__alter_column_comment": {"unique_id": "macro.dbt.default__alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.alter_relation_comment": {"unique_id": "macro.dbt.alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment')(relation, relation_comment)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__alter_relation_comment": {"unique_id": "macro.dbt.default__alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.persist_docs": {"unique_id": "macro.dbt.persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__persist_docs": {"unique_id": "macro.dbt.default__persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__alter_column_type": {"unique_id": "macro.dbt.default__alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.drop_relation": {"unique_id": "macro.dbt.drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__drop_relation": {"unique_id": "macro.dbt.default__drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.truncate_relation": {"unique_id": "macro.dbt.truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__truncate_relation": {"unique_id": "macro.dbt.default__truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.rename_relation": {"unique_id": "macro.dbt.rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation')(from_relation, to_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__rename_relation": {"unique_id": "macro.dbt.default__rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.information_schema_name": {"unique_id": "macro.dbt.information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__information_schema_name": {"unique_id": "macro.dbt.default__information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.list_schemas": {"unique_id": "macro.dbt.list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__list_schemas": {"unique_id": "macro.dbt.default__list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.check_schema_exists": {"unique_id": "macro.dbt.check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists')(information_schema, schema)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__check_schema_exists": {"unique_id": "macro.dbt.default__check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.list_relations_without_caching": {"unique_id": "macro.dbt.list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching')(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__list_relations_without_caching": {"unique_id": "macro.dbt.default__list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.current_timestamp": {"unique_id": "macro.dbt.current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "current_timestamp", "macro_sql": "{% macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__current_timestamp": {"unique_id": "macro.dbt.default__current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter '+adapter.type()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.collect_freshness": {"unique_id": "macro.dbt.collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__collect_freshness": {"unique_id": "macro.dbt.default__collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.make_temp_relation": {"unique_id": "macro.dbt.make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation')(base_relation, suffix))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__make_temp_relation": {"unique_id": "macro.dbt.default__make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {% set tmp_identifier = base_relation.identifier ~ suffix %}\n {% set tmp_relation = base_relation.incorporate(\n path={\"identifier\": tmp_identifier}) -%}\n\n {% do return(tmp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.set_sql_header": {"unique_id": "macro.dbt.set_sql_header", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__test_relationships": {"unique_id": "macro.dbt.default__test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/relationships.sql", "original_file_path": "macros/schema_tests/relationships.sql", "name": "default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.test_relationships": {"unique_id": "macro.dbt.test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/relationships.sql", "original_file_path": "macros/schema_tests/relationships.sql", "name": "test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__test_not_null": {"unique_id": "macro.dbt.default__test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/not_null.sql", "original_file_path": "macros/schema_tests/not_null.sql", "name": "default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\nselect *\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.test_not_null": {"unique_id": "macro.dbt.test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/not_null.sql", "original_file_path": "macros/schema_tests/not_null.sql", "name": "test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__test_unique": {"unique_id": "macro.dbt.default__test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/unique.sql", "original_file_path": "macros/schema_tests/unique.sql", "name": "default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.test_unique": {"unique_id": "macro.dbt.test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/unique.sql", "original_file_path": "macros/schema_tests/unique.sql", "name": "test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__test_accepted_values": {"unique_id": "macro.dbt.default__test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/accepted_values.sql", "original_file_path": "macros/schema_tests/accepted_values.sql", "name": "default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by 1\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.test_accepted_values": {"unique_id": "macro.dbt.test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/accepted_values.sql", "original_file_path": "macros/schema_tests/accepted_values.sql", "name": "test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}}, "docs": {"dbt.__overview__": {"unique_id": "dbt.__overview__", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "overview.md", "original_file_path": "docs/overview.md", "name": "__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--models` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/overview)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [chat](https://community.getdbt.com/) on Slack for live questions and support."}}, "exposures": {}, "selectors": {}, "disabled": [], "parent_map": {"model.test.my_model": []}, "child_map": {"model.test.my_model": []}} +{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v2.json", "dbt_version": "0.20.2", "generated_at": "2022-06-08T05:12:43.870174Z", "invocation_id": "b9b21a26-1804-47f9-866b-620501fe5540", "env": {}, "project_id": "098f6bcd4621d373cade4e832627b4f6", "user_id": null, "send_anonymous_usage_stats": false, "adapter_type": "postgres"}, "nodes": {"model.test.my_model": {"raw_sql": "select 1 as id", "resource_type": "model", "depends_on": {"macros": [], "nodes": []}, "config": {"enabled": true, "materialized": "view", "persist_docs": {}, "vars": {}, "quoting": {}, "column_types": {}, "alias": null, "schema": null, "database": null, "tags": [], "full_refresh": null, "post-hook": [], "pre-hook": []}, "database": "jerco", "schema": "dbt_jcohen", "fqn": ["test", "my_model"], "unique_id": "model.test.my_model", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "my_model.sql", "original_file_path": "models/my_model.sql", "name": "my_model", "alias": "my_model", "checksum": {"name": "sha256", "checksum": "479636cb85ce8d3b0f8db5ff13cf338b61254ad98d905630eac61f963e719e9d"}, "tags": [], "refs": [], "sources": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true}, "patch_path": null, "compiled_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1654665164}}, "sources": {}, "macros": {"macro.test.drop_relation": {"unique_id": "macro.test.drop_relation", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(dbt_labs_materialized_views.drop_relation(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.test.postgres__list_relations_without_caching": {"unique_id": "macro.test.postgres__list_relations_without_caching", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {{ return(dbt_labs_materialized_views.postgres__list_relations_without_caching(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.test.postgres_get_relations": {"unique_id": "macro.test.postgres_get_relations", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(dbt_labs_materialized_views.postgres_get_relations()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.postgres_get_relations"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.test.redshift__list_relations_without_caching": {"unique_id": "macro.test.redshift__list_relations_without_caching", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "redshift__list_relations_without_caching", "macro_sql": "{% macro redshift__list_relations_without_caching(schema_relation) %}\n {{ return(dbt_labs_materialized_views.redshift__list_relations_without_caching(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.redshift__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.test.load_relation": {"unique_id": "macro.test.load_relation", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(dbt_labs_materialized_views.redshift_load_relation_or_mv(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__get_catalog": {"unique_id": "macro.dbt_postgres.postgres__get_catalog", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "name": "postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n\n {%- call statement('catalog', fetch_result=True) -%}\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n\n where (\n {%- for schema in schemas -%}\n upper(sch.nspname) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence = 'p' -- [p]ermanent table. Other values are [u]nlogged table, [t]emporary table\n and tbl.relkind in ('r', 'v', 'f', 'p') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table, [m]aterialized view\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres_get_relations": {"unique_id": "macro.dbt_postgres.postgres_get_relations", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "name": "postgres_get_relations", "macro_sql": "{% macro postgres_get_relations () -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__create_table_as": {"unique_id": "macro.dbt_postgres.postgres__create_table_as", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__get_create_index_sql": {"unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__create_schema": {"unique_id": "macro.dbt_postgres.postgres__create_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__drop_schema": {"unique_id": "macro.dbt_postgres.postgres__drop_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__information_schema_name": {"unique_id": "macro.dbt_postgres.postgres__information_schema_name", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__list_schemas": {"unique_id": "macro.dbt_postgres.postgres__list_schemas", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__check_schema_exists": {"unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__current_timestamp": {"unique_id": "macro.dbt_postgres.postgres__current_timestamp", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__snapshot_get_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__make_temp_relation": {"unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix_length = suffix|length + dtstring|length %}\n {% set relation_max_name_length = 63 %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Temp relation suffix is too long (' ~ suffix|length ~ ' characters). Maximum length is ' ~ (relation_max_name_length - dtstring|length) ~ ' characters.') %}\n {% endif %}\n {% set tmp_identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix ~ dtstring %}\n {% do return(base_relation.incorporate(\n path={\n \"identifier\": tmp_identifier,\n \"schema\": none,\n \"database\": none\n })) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres_escape_comment": {"unique_id": "macro.dbt_postgres.postgres_escape_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__alter_relation_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__alter_column_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% for column_name in column_dict %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "name": "postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.statement": {"unique_id": "macro.dbt.statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/core.sql", "original_file_path": "macros/core.sql", "name": "statement", "macro_sql": "{% macro statement(name=None, fetch_result=False, auto_begin=True) -%}\n {%- if execute: -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- set res, table = adapter.execute(sql, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.noop_statement": {"unique_id": "macro.dbt.noop_statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/core.sql", "original_file_path": "macros/core.sql", "name": "noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.get_test_sql": {"unique_id": "macro.dbt.get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/test.sql", "original_file_path": "macros/materializations/test.sql", "name": "get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.default__get_test_sql": {"unique_id": "macro.dbt.default__get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/test.sql", "original_file_path": "macros/materializations/test.sql", "name": "default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.materialization_test_default": {"unique_id": "macro.dbt.materialization_test_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/test.sql", "original_file_path": "macros/materializations/test.sql", "name": "materialization_test_default", "macro_sql": "\n\n{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type='table') -%} %}\n \n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n \n {% call statement(auto_begin=True) %}\n {{ create_table_as(False, target_relation, sql) }}\n {% endcall %}\n \n {% do relations.append(target_relation) %}\n \n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n \n {{ adapter.commit() }}\n \n {% else %}\n\n {% set main_sql = sql %}\n \n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n \n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.run_hooks": {"unique_id": "macro.dbt.run_hooks", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.column_list": {"unique_id": "macro.dbt.column_list", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "column_list", "macro_sql": "{% macro column_list(columns) %}\n {%- for col in columns %}\n {{ col.name }} {% if not loop.last %},{% endif %}\n {% endfor -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.column_list_for_create_table": {"unique_id": "macro.dbt.column_list_for_create_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "column_list_for_create_table", "macro_sql": "{% macro column_list_for_create_table(columns) %}\n {%- for col in columns %}\n {{ col.name }} {{ col.data_type }} {%- if not loop.last %},{% endif %}\n {% endfor -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.make_hook_config": {"unique_id": "macro.dbt.make_hook_config", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.before_begin": {"unique_id": "macro.dbt.before_begin", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.in_transaction": {"unique_id": "macro.dbt.in_transaction", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.after_commit": {"unique_id": "macro.dbt.after_commit", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.drop_relation_if_exists": {"unique_id": "macro.dbt.drop_relation_if_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.load_relation": {"unique_id": "macro.dbt.load_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.should_full_refresh": {"unique_id": "macro.dbt.should_full_refresh", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.should_store_failures": {"unique_id": "macro.dbt.should_store_failures", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.snapshot_merge_sql": {"unique_id": "macro.dbt.snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot/snapshot_merge.sql", "name": "snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql')(target, source, insert_cols) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.default__snapshot_merge_sql": {"unique_id": "macro.dbt.default__snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot/snapshot_merge.sql", "name": "default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n ;\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.strategy_dispatch": {"unique_id": "macro.dbt.strategy_dispatch", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.snapshot_hash_arguments": {"unique_id": "macro.dbt.snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments')(args) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.default__snapshot_hash_arguments": {"unique_id": "macro.dbt.default__snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.snapshot_get_time": {"unique_id": "macro.dbt.snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_get_time", "macro_sql": "{% macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.default__snapshot_get_time": {"unique_id": "macro.dbt.default__snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() -%}\n {{ current_timestamp() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.snapshot_timestamp_strategy": {"unique_id": "macro.dbt.snapshot_timestamp_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/fishtown-analytics/dbt/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.snapshot_string_as_time": {"unique_id": "macro.dbt.snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time')(timestamp) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.default__snapshot_string_as_time": {"unique_id": "macro.dbt.default__snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.snapshot_check_all_get_existing_columns": {"unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists) -%}\n {%- set query_columns = get_columns_in_query(node['compiled_sql']) -%}\n {%- if not target_exists -%}\n {# no table yet -> return whatever the query does #}\n {{ return([false, query_columns]) }}\n {%- endif -%}\n {# handle any schema changes #}\n {%- set target_table = node.get('alias', node.get('name')) -%}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=target_table) -%}\n {%- set existing_cols = get_columns_in_query('select * from ' ~ target_relation) -%}\n {%- set ns = namespace() -%} {# handle for-loop scoping with a namespace #}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(col) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return([ns.column_added, intersection]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.snapshot_check_strategy": {"unique_id": "macro.dbt.snapshot_check_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n \n {% set select_current_time -%}\n select {{ snapshot_get_time() }} as snapshot_start\n {%- endset %}\n\n {#-- don't access the column by name, to avoid dealing with casing issues on snowflake #}\n {%- set now = run_query(select_current_time)[0][0] -%}\n {% if now is none or now is undefined -%}\n {%- do exceptions.raise_compiler_error('Could not get a snapshot start time from the database') -%}\n {%- endif %}\n {% set updated_at = config.get('updated_at', snapshot_string_as_time(now)) %}\n\n {% set column_added = false %}\n\n {% if check_cols_config == 'all' %}\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists) %}\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {% set check_cols = check_cols_config %}\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n TRUE\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.run_query", "macro.dbt.snapshot_string_as_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.create_columns": {"unique_id": "macro.dbt.create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns')(relation, columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.default__create_columns": {"unique_id": "macro.dbt.default__create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.post_snapshot": {"unique_id": "macro.dbt.post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot')(staging_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.default__post_snapshot": {"unique_id": "macro.dbt.default__post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.snapshot_staging_table": {"unique_id": "macro.dbt.snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select \n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n \n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n \n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.build_snapshot_table": {"unique_id": "macro.dbt.build_snapshot_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.get_or_create_relation": {"unique_id": "macro.dbt.get_or_create_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.build_snapshot_staging_table": {"unique_id": "macro.dbt.build_snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set tmp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, tmp_relation, select) }}\n {% endcall %}\n\n {% do return(tmp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.materialization_snapshot_default": {"unique_id": "macro.dbt.materialization_snapshot_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n\n {% if not adapter.check_schema_exists(model.database, model.schema) %}\n {% do create_schema(model.database, model.schema) %}\n {% endif %}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_sql']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_schema", "macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.create_csv_table": {"unique_id": "macro.dbt.create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.reset_csv_table": {"unique_id": "macro.dbt.reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.load_csv_rows": {"unique_id": "macro.dbt.load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.default__create_csv_table": {"unique_id": "macro.dbt.default__create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.default__reset_csv_table": {"unique_id": "macro.dbt.default__reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.get_seed_column_quoted_csv": {"unique_id": "macro.dbt.get_seed_column_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665163}, "macro.dbt.basic_load_csv_rows": {"unique_id": "macro.dbt.basic_load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "basic_load_csv_rows", "macro_sql": "{% macro basic_load_csv_rows(model, batch_size, agate_table) %}\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n %s\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_seed_column_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__load_csv_rows": {"unique_id": "macro.dbt.default__load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n {{ return(basic_load_csv_rows(model, 10000, agate_table) )}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.basic_load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.materialization_seed_default": {"unique_id": "macro.dbt.materialization_seed_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set agate_table = load_agate_table() -%}\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ create_table_sql }};\n -- dbt seed --\n {{ sql }}\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.incremental_upsert": {"unique_id": "macro.dbt.incremental_upsert", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/helpers.sql", "original_file_path": "macros/materializations/incremental/helpers.sql", "name": "incremental_upsert", "macro_sql": "{% macro incremental_upsert(tmp_relation, target_relation, unique_key=none, statement_name=\"main\") %}\n {%- set dest_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set dest_cols_csv = dest_columns | map(attribute='quoted') | join(', ') -%}\n\n {%- if unique_key is not none -%}\n delete\n from {{ target_relation }}\n where ({{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ tmp_relation }}\n );\n {%- endif %}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ tmp_relation }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.materialization_incremental_default": {"unique_id": "macro.dbt.materialization_incremental_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/incremental.sql", "original_file_path": "macros/materializations/incremental/incremental.sql", "name": "materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n {% set unique_key = config.get('unique_key') %}\n\n {% set target_relation = this.incorporate(type='table') %}\n {% set existing_relation = load_relation(this) %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n {% if existing_relation is none %}\n {% set build_sql = create_table_as(False, target_relation, sql) %}\n {% elif existing_relation.is_view or should_full_refresh() %}\n {#-- Make sure the backup doesn't exist so we don't encounter issues with the rename below #}\n {% set tmp_identifier = model['name'] + '__dbt_tmp' %}\n {% set backup_identifier = model['name'] + \"__dbt_backup\" %}\n\n {% set intermediate_relation = existing_relation.incorporate(path={\"identifier\": tmp_identifier}) %}\n {% set backup_relation = existing_relation.incorporate(path={\"identifier\": backup_identifier}) %}\n\n {% do adapter.drop_relation(intermediate_relation) %}\n {% do adapter.drop_relation(backup_relation) %}\n\n {% set build_sql = create_table_as(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% do to_drop.append(backup_relation) %}\n {% else %}\n {% set tmp_relation = make_temp_relation(target_relation) %}\n {% do run_query(create_table_as(True, tmp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=tmp_relation,\n to_relation=target_relation) %}\n {% set build_sql = incremental_upsert(tmp_relation, target_relation, unique_key=unique_key) %}\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %} \n {% do adapter.rename_relation(target_relation, backup_relation) %} \n {% do adapter.rename_relation(intermediate_relation, target_relation) %} \n {% endif %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.load_relation", "macro.dbt.run_hooks", "macro.dbt.create_table_as", "macro.dbt.should_full_refresh", "macro.dbt.make_temp_relation", "macro.dbt.run_query", "macro.dbt.incremental_upsert", "macro.dbt.statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.get_merge_sql": {"unique_id": "macro.dbt.get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, predicates=none) -%}\n {{ adapter.dispatch('get_merge_sql')(target, source, unique_key, dest_columns, predicates) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.get_delete_insert_merge_sql": {"unique_id": "macro.dbt.get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql')(target, source, unique_key, dest_columns) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__get_merge_sql": {"unique_id": "macro.dbt.default__get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, predicates) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set update_columns = config.get('merge_update_columns', default = dest_columns | map(attribute=\"quoted\") | list) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{ predicates | join(' and ') }}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.get_quoted_csv": {"unique_id": "macro.dbt.get_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.common_get_delete_insert_merge_sql": {"unique_id": "macro.dbt.common_get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "common_get_delete_insert_merge_sql", "macro_sql": "{% macro common_get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key is not none %}\n delete from {{ target }}\n where ({{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n );\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n );\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__get_delete_insert_merge_sql": {"unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n {{ common_get_delete_insert_merge_sql(target, source, unique_key, dest_columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.common_get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.materialization_table_default": {"unique_id": "macro.dbt.materialization_table_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/table/table.sql", "original_file_path": "macros/materializations/table/table.sql", "name": "materialization_table_default", "macro_sql": "{% materialization table, default %}\n {%- set identifier = model['alias'] -%}\n {%- set tmp_identifier = model['name'] + '__dbt_tmp' -%}\n {%- set backup_identifier = model['name'] + '__dbt_backup' -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier,\n schema=schema,\n database=database,\n type='table') -%}\n {%- set intermediate_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema,\n database=database,\n type='table') -%}\n\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if old_relation is none else old_relation.type -%}\n {%- set backup_relation = api.Relation.create(identifier=backup_identifier,\n schema=schema,\n database=database,\n type=backup_relation_type) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n\n -- drop the temp relations if they exists for some reason\n {{ adapter.drop_relation(intermediate_relation) }}\n {{ adapter.drop_relation(backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ create_table_as(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if old_relation is not none %}\n {{ adapter.rename_relation(target_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.create_indexes", "macro.dbt.persist_docs", "macro.dbt.drop_relation_if_exists"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.materialization_view_default": {"unique_id": "macro.dbt.materialization_view_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/view.sql", "original_file_path": "macros/materializations/view/view.sql", "name": "materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set identifier = model['alias'] -%}\n {%- set tmp_identifier = model['name'] + '__dbt_tmp' -%}\n {%- set backup_identifier = model['name'] + '__dbt_backup' -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {%- set intermediate_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema, database=database, type='view') -%}\n\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"old_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the old_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the old_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if old_relation is none else old_relation.type -%}\n {%- set backup_relation = api.Relation.create(identifier=backup_identifier,\n schema=schema, database=database,\n type=backup_relation_type) -%}\n\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exists for some reason\n {{ adapter.drop_relation(intermediate_relation) }}\n {{ adapter.drop_relation(backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ create_view_as(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if old_relation is not none %}\n {{ adapter.rename_relation(target_relation, backup_relation) }}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_view_as", "macro.dbt.persist_docs", "macro.dbt.drop_relation_if_exists"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.handle_existing_table": {"unique_id": "macro.dbt.handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/view/create_or_replace_view.sql", "name": "handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', macro_namespace = 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__handle_existing_table": {"unique_id": "macro.dbt.default__handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/view/create_or_replace_view.sql", "name": "default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.create_or_replace_view": {"unique_id": "macro.dbt.create_or_replace_view", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/view/create_or_replace_view.sql", "name": "create_or_replace_view", "macro_sql": "{% macro create_or_replace_view(run_outside_transaction_hooks=True) %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n\n {% if run_outside_transaction_hooks %}\n -- no transactions on BigQuery\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n {% endif %}\n\n -- `BEGIN` happens here on Snowflake\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ create_view_as(target_relation, sql) }}\n {%- endcall %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if run_outside_transaction_hooks %}\n -- No transactions on BigQuery\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n {% endif %}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.generate_alias_name": {"unique_id": "macro.dbt.generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_alias.sql", "original_file_path": "macros/etc/get_custom_alias.sql", "name": "generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name is none -%}\n\n {{ node.name }}\n\n {%- else -%}\n\n {{ custom_alias_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.run_query": {"unique_id": "macro.dbt.run_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/query.sql", "original_file_path": "macros/etc/query.sql", "name": "run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.is_incremental": {"unique_id": "macro.dbt.is_incremental", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/is_incremental.sql", "original_file_path": "macros/etc/is_incremental.sql", "name": "is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.convert_datetime": {"unique_id": "macro.dbt.convert_datetime", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.dates_in_range": {"unique_id": "macro.dbt.dates_in_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.partition_range": {"unique_id": "macro.dbt.partition_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.py_current_timestring": {"unique_id": "macro.dbt.py_current_timestring", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.generate_schema_name": {"unique_id": "macro.dbt.generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_schema.sql", "original_file_path": "macros/etc/get_custom_schema.sql", "name": "generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.generate_schema_name_for_env": {"unique_id": "macro.dbt.generate_schema_name_for_env", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_schema.sql", "original_file_path": "macros/etc/get_custom_schema.sql", "name": "generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.generate_database_name": {"unique_id": "macro.dbt.generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_database.sql", "original_file_path": "macros/etc/get_custom_database.sql", "name": "generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name')(custom_database_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__generate_database_name": {"unique_id": "macro.dbt.default__generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_database.sql", "original_file_path": "macros/etc/get_custom_database.sql", "name": "default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.get_columns_in_query": {"unique_id": "macro.dbt.get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query')(select_sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__get_columns_in_query": {"unique_id": "macro.dbt.default__get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n {% endcall %}\n\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.create_schema": {"unique_id": "macro.dbt.create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__create_schema": {"unique_id": "macro.dbt.default__create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.drop_schema": {"unique_id": "macro.dbt.drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__drop_schema": {"unique_id": "macro.dbt.default__drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.create_table_as": {"unique_id": "macro.dbt.create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, sql) -%}\n {{ adapter.dispatch('create_table_as')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__create_table_as": {"unique_id": "macro.dbt.default__create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n as (\n {{ sql }}\n );\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.get_create_index_sql": {"unique_id": "macro.dbt.get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql')(relation, index_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__get_create_index_sql": {"unique_id": "macro.dbt.default__get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.create_indexes": {"unique_id": "macro.dbt.create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes')(relation) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__create_indexes": {"unique_id": "macro.dbt.default__create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.create_view_as": {"unique_id": "macro.dbt.create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__create_view_as": {"unique_id": "macro.dbt.default__create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }} as (\n {{ sql }}\n );\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.get_catalog": {"unique_id": "macro.dbt.get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog')(information_schema, schemas)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__get_catalog": {"unique_id": "macro.dbt.default__get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.get_columns_in_relation": {"unique_id": "macro.dbt.get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.sql_convert_columns_in_relation": {"unique_id": "macro.dbt.sql_convert_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__get_columns_in_relation": {"unique_id": "macro.dbt.default__get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.alter_column_type": {"unique_id": "macro.dbt.alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.alter_column_comment": {"unique_id": "macro.dbt.alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment')(relation, column_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__alter_column_comment": {"unique_id": "macro.dbt.default__alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.alter_relation_comment": {"unique_id": "macro.dbt.alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment')(relation, relation_comment)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__alter_relation_comment": {"unique_id": "macro.dbt.default__alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.persist_docs": {"unique_id": "macro.dbt.persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__persist_docs": {"unique_id": "macro.dbt.default__persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__alter_column_type": {"unique_id": "macro.dbt.default__alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.drop_relation": {"unique_id": "macro.dbt.drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__drop_relation": {"unique_id": "macro.dbt.default__drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.truncate_relation": {"unique_id": "macro.dbt.truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__truncate_relation": {"unique_id": "macro.dbt.default__truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.rename_relation": {"unique_id": "macro.dbt.rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation')(from_relation, to_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__rename_relation": {"unique_id": "macro.dbt.default__rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.information_schema_name": {"unique_id": "macro.dbt.information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__information_schema_name": {"unique_id": "macro.dbt.default__information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.list_schemas": {"unique_id": "macro.dbt.list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__list_schemas": {"unique_id": "macro.dbt.default__list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.check_schema_exists": {"unique_id": "macro.dbt.check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists')(information_schema, schema)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__check_schema_exists": {"unique_id": "macro.dbt.default__check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.list_relations_without_caching": {"unique_id": "macro.dbt.list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching')(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__list_relations_without_caching": {"unique_id": "macro.dbt.default__list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.current_timestamp": {"unique_id": "macro.dbt.current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "current_timestamp", "macro_sql": "{% macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__current_timestamp": {"unique_id": "macro.dbt.default__current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter '+adapter.type()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.collect_freshness": {"unique_id": "macro.dbt.collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness')(source, loaded_at_field, filter))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__collect_freshness": {"unique_id": "macro.dbt.default__collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.make_temp_relation": {"unique_id": "macro.dbt.make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation')(base_relation, suffix))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__make_temp_relation": {"unique_id": "macro.dbt.default__make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {% set tmp_identifier = base_relation.identifier ~ suffix %}\n {% set tmp_relation = base_relation.incorporate(\n path={\"identifier\": tmp_identifier}) -%}\n\n {% do return(tmp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.set_sql_header": {"unique_id": "macro.dbt.set_sql_header", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__test_relationships": {"unique_id": "macro.dbt.default__test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/relationships.sql", "original_file_path": "macros/schema_tests/relationships.sql", "name": "default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.test_relationships": {"unique_id": "macro.dbt.test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/relationships.sql", "original_file_path": "macros/schema_tests/relationships.sql", "name": "test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__test_not_null": {"unique_id": "macro.dbt.default__test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/not_null.sql", "original_file_path": "macros/schema_tests/not_null.sql", "name": "default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\nselect *\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.test_not_null": {"unique_id": "macro.dbt.test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/not_null.sql", "original_file_path": "macros/schema_tests/not_null.sql", "name": "test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__test_unique": {"unique_id": "macro.dbt.default__test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/unique.sql", "original_file_path": "macros/schema_tests/unique.sql", "name": "default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.test_unique": {"unique_id": "macro.dbt.test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/unique.sql", "original_file_path": "macros/schema_tests/unique.sql", "name": "test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.default__test_accepted_values": {"unique_id": "macro.dbt.default__test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/accepted_values.sql", "original_file_path": "macros/schema_tests/accepted_values.sql", "name": "default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by 1\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}, "macro.dbt.test_accepted_values": {"unique_id": "macro.dbt.test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/accepted_values.sql", "original_file_path": "macros/schema_tests/accepted_values.sql", "name": "test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665164}}, "docs": {"dbt.__overview__": {"unique_id": "dbt.__overview__", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "overview.md", "original_file_path": "docs/overview.md", "name": "__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--models` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/overview)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [chat](https://community.getdbt.com/) on Slack for live questions and support."}}, "exposures": {}, "selectors": {}, "disabled": [], "parent_map": {"model.test.my_model": []}, "child_map": {"model.test.my_model": []}} diff --git a/tests/functional/artifacts/data/state/v3/manifest.json b/tests/functional/artifacts/data/state/v3/manifest.json index 9dbc3f07ec0..a9eb02068f7 100644 --- a/tests/functional/artifacts/data/state/v3/manifest.json +++ b/tests/functional/artifacts/data/state/v3/manifest.json @@ -1 +1 @@ -{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v3.json", "dbt_version": "0.21.1", "generated_at": "2022-06-08T05:12:26.978818Z", "invocation_id": "a2594229-14b7-46fe-864f-37cabb5f5f65", "env": {}, "project_id": "098f6bcd4621d373cade4e832627b4f6", "user_id": null, "send_anonymous_usage_stats": false, "adapter_type": "postgres"}, "nodes": {"model.test.my_model": {"raw_sql": "select 1 as id", "resource_type": "model", "depends_on": {"macros": [], "nodes": []}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "view", "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "on_schema_change": "ignore", "post-hook": [], "pre-hook": []}, "database": "jerco", "schema": "dbt_jcohen", "fqn": ["test", "my_model"], "unique_id": "model.test.my_model", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "my_model.sql", "original_file_path": "models/my_model.sql", "name": "my_model", "alias": "my_model", "checksum": {"name": "sha256", "checksum": "479636cb85ce8d3b0f8db5ff13cf338b61254ad98d905630eac61f963e719e9d"}, "tags": [], "refs": [], "sources": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true}, "patch_path": null, "compiled_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1654665147}}, "sources": {}, "macros": {"macro.test.drop_relation": {"unique_id": "macro.test.drop_relation", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(dbt_labs_materialized_views.drop_relation(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665146}, "macro.test.postgres__list_relations_without_caching": {"unique_id": "macro.test.postgres__list_relations_without_caching", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {{ return(dbt_labs_materialized_views.postgres__list_relations_without_caching(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665146}, "macro.test.postgres_get_relations": {"unique_id": "macro.test.postgres_get_relations", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(dbt_labs_materialized_views.postgres_get_relations()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.postgres_get_relations"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665146}, "macro.test.redshift__list_relations_without_caching": {"unique_id": "macro.test.redshift__list_relations_without_caching", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "redshift__list_relations_without_caching", "macro_sql": "{% macro redshift__list_relations_without_caching(schema_relation) %}\n {{ return(dbt_labs_materialized_views.redshift__list_relations_without_caching(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.redshift__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665146}, "macro.test.load_relation": {"unique_id": "macro.test.load_relation", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(dbt_labs_materialized_views.redshift_load_relation_or_mv(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665146}, "macro.dbt_postgres.postgres__get_catalog": {"unique_id": "macro.dbt_postgres.postgres__get_catalog", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "name": "postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n\n {%- call statement('catalog', fetch_result=True) -%}\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n\n where (\n {%- for schema in schemas -%}\n upper(sch.nspname) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence = 'p' -- [p]ermanent table. Other values are [u]nlogged table, [t]emporary table\n and tbl.relkind in ('r', 'v', 'f', 'p') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table, [m]aterialized view\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665146}, "macro.dbt_postgres.postgres_get_relations": {"unique_id": "macro.dbt_postgres.postgres_get_relations", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "name": "postgres_get_relations", "macro_sql": "{% macro postgres_get_relations () -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665146}, "macro.dbt_postgres.postgres__create_table_as": {"unique_id": "macro.dbt_postgres.postgres__create_table_as", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__get_create_index_sql": {"unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__create_schema": {"unique_id": "macro.dbt_postgres.postgres__create_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__drop_schema": {"unique_id": "macro.dbt_postgres.postgres__drop_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__information_schema_name": {"unique_id": "macro.dbt_postgres.postgres__information_schema_name", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__list_schemas": {"unique_id": "macro.dbt_postgres.postgres__list_schemas", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__check_schema_exists": {"unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__current_timestamp": {"unique_id": "macro.dbt_postgres.postgres__current_timestamp", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__snapshot_get_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__make_temp_relation": {"unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix_length = suffix|length + dtstring|length %}\n {% set relation_max_name_length = 63 %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Temp relation suffix is too long (' ~ suffix|length ~ ' characters). Maximum length is ' ~ (relation_max_name_length - dtstring|length) ~ ' characters.') %}\n {% endif %}\n {% set tmp_identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix ~ dtstring %}\n {% do return(base_relation.incorporate(\n path={\n \"identifier\": tmp_identifier,\n \"schema\": none,\n \"database\": none\n })) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres_escape_comment": {"unique_id": "macro.dbt_postgres.postgres_escape_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__alter_relation_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__alter_column_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% for column_name in column_dict %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "name": "postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.statement": {"unique_id": "macro.dbt.statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/core.sql", "original_file_path": "macros/core.sql", "name": "statement", "macro_sql": "{% macro statement(name=None, fetch_result=False, auto_begin=True) -%}\n {%- if execute: -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- set res, table = adapter.execute(sql, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.noop_statement": {"unique_id": "macro.dbt.noop_statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/core.sql", "original_file_path": "macros/core.sql", "name": "noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_test_sql": {"unique_id": "macro.dbt.get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/test.sql", "original_file_path": "macros/materializations/test.sql", "name": "get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_test_sql": {"unique_id": "macro.dbt.default__get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/test.sql", "original_file_path": "macros/materializations/test.sql", "name": "default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.materialization_test_default": {"unique_id": "macro.dbt.materialization_test_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/test.sql", "original_file_path": "macros/materializations/test.sql", "name": "materialization_test_default", "macro_sql": "\n\n{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type='table') -%} %}\n \n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n \n {% call statement(auto_begin=True) %}\n {{ create_table_as(False, target_relation, sql) }}\n {% endcall %}\n \n {% do relations.append(target_relation) %}\n \n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n \n {{ adapter.commit() }}\n \n {% else %}\n\n {% set main_sql = sql %}\n \n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n \n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.run_hooks": {"unique_id": "macro.dbt.run_hooks", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.column_list": {"unique_id": "macro.dbt.column_list", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "column_list", "macro_sql": "{% macro column_list(columns) %}\n {%- for col in columns %}\n {{ col.name }} {% if not loop.last %},{% endif %}\n {% endfor -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.column_list_for_create_table": {"unique_id": "macro.dbt.column_list_for_create_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "column_list_for_create_table", "macro_sql": "{% macro column_list_for_create_table(columns) %}\n {%- for col in columns %}\n {{ col.name }} {{ col.data_type }} {%- if not loop.last %},{% endif %}\n {% endfor -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.make_hook_config": {"unique_id": "macro.dbt.make_hook_config", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.before_begin": {"unique_id": "macro.dbt.before_begin", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.in_transaction": {"unique_id": "macro.dbt.in_transaction", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.after_commit": {"unique_id": "macro.dbt.after_commit", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.drop_relation_if_exists": {"unique_id": "macro.dbt.drop_relation_if_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.load_relation": {"unique_id": "macro.dbt.load_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.should_full_refresh": {"unique_id": "macro.dbt.should_full_refresh", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.should_store_failures": {"unique_id": "macro.dbt.should_store_failures", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.snapshot_merge_sql": {"unique_id": "macro.dbt.snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot/snapshot_merge.sql", "name": "snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__snapshot_merge_sql": {"unique_id": "macro.dbt.default__snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot/snapshot_merge.sql", "name": "default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.strategy_dispatch": {"unique_id": "macro.dbt.strategy_dispatch", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.snapshot_hash_arguments": {"unique_id": "macro.dbt.snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__snapshot_hash_arguments": {"unique_id": "macro.dbt.default__snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.snapshot_get_time": {"unique_id": "macro.dbt.snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_get_time", "macro_sql": "{% macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__snapshot_get_time": {"unique_id": "macro.dbt.default__snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() -%}\n {{ current_timestamp() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.snapshot_timestamp_strategy": {"unique_id": "macro.dbt.snapshot_timestamp_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.snapshot_string_as_time": {"unique_id": "macro.dbt.snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__snapshot_string_as_time": {"unique_id": "macro.dbt.default__snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.snapshot_check_all_get_existing_columns": {"unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists) -%}\n {%- set query_columns = get_columns_in_query(node['compiled_sql']) -%}\n {%- if not target_exists -%}\n {# no table yet -> return whatever the query does #}\n {{ return([false, query_columns]) }}\n {%- endif -%}\n {# handle any schema changes #}\n {%- set target_table = node.get('alias', node.get('name')) -%}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=target_table) -%}\n {%- set existing_cols = get_columns_in_query('select * from ' ~ target_relation) -%}\n {%- set ns = namespace() -%} {# handle for-loop scoping with a namespace #}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(col) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return([ns.column_added, intersection]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.snapshot_check_strategy": {"unique_id": "macro.dbt.snapshot_check_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n \n {% set select_current_time -%}\n select {{ snapshot_get_time() }} as snapshot_start\n {%- endset %}\n\n {#-- don't access the column by name, to avoid dealing with casing issues on snowflake #}\n {%- set now = run_query(select_current_time)[0][0] -%}\n {% if now is none or now is undefined -%}\n {%- do exceptions.raise_compiler_error('Could not get a snapshot start time from the database') -%}\n {%- endif %}\n {% set updated_at = config.get('updated_at', snapshot_string_as_time(now)) %}\n\n {% set column_added = false %}\n\n {% if check_cols_config == 'all' %}\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists) %}\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {% set check_cols = check_cols_config %}\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n TRUE\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.run_query", "macro.dbt.snapshot_string_as_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.create_columns": {"unique_id": "macro.dbt.create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__create_columns": {"unique_id": "macro.dbt.default__create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.post_snapshot": {"unique_id": "macro.dbt.post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__post_snapshot": {"unique_id": "macro.dbt.default__post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.snapshot_staging_table": {"unique_id": "macro.dbt.snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select \n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n \n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n \n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.build_snapshot_table": {"unique_id": "macro.dbt.build_snapshot_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_or_create_relation": {"unique_id": "macro.dbt.get_or_create_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.build_snapshot_staging_table": {"unique_id": "macro.dbt.build_snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set tmp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, tmp_relation, select) }}\n {% endcall %}\n\n {% do return(tmp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.materialization_snapshot_default": {"unique_id": "macro.dbt.materialization_snapshot_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n\n {% if not adapter.check_schema_exists(model.database, model.schema) %}\n {% do create_schema(model.database, model.schema) %}\n {% endif %}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_sql']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_schema", "macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.create_csv_table": {"unique_id": "macro.dbt.create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__create_csv_table": {"unique_id": "macro.dbt.default__create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.reset_csv_table": {"unique_id": "macro.dbt.reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__reset_csv_table": {"unique_id": "macro.dbt.default__reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_binding_char": {"unique_id": "macro.dbt.get_binding_char", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_binding_char": {"unique_id": "macro.dbt.default__get_binding_char", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_batch_size": {"unique_id": "macro.dbt.get_batch_size", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_batch_size": {"unique_id": "macro.dbt.default__get_batch_size", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_seed_column_quoted_csv": {"unique_id": "macro.dbt.get_seed_column_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.load_csv_rows": {"unique_id": "macro.dbt.load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__load_csv_rows": {"unique_id": "macro.dbt.default__load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.materialization_seed_default": {"unique_id": "macro.dbt.materialization_seed_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set agate_table = load_agate_table() -%}\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ create_table_sql }};\n -- dbt seed --\n {{ sql }}\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.incremental_upsert": {"unique_id": "macro.dbt.incremental_upsert", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/helpers.sql", "original_file_path": "macros/materializations/incremental/helpers.sql", "name": "incremental_upsert", "macro_sql": "{% macro incremental_upsert(tmp_relation, target_relation, unique_key=none, statement_name=\"main\") %}\n \n {%- set dest_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set dest_cols_csv = dest_columns | map(attribute='quoted') | join(', ') -%}\n\n {%- if unique_key is not none -%}\n delete\n from {{ target_relation }}\n where ({{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ tmp_relation }}\n );\n {%- endif %}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ tmp_relation }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.materialization_incremental_default": {"unique_id": "macro.dbt.materialization_incremental_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/incremental.sql", "original_file_path": "macros/materializations/incremental/incremental.sql", "name": "materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n {% set unique_key = config.get('unique_key') %}\n\n {% set target_relation = this.incorporate(type='table') %}\n {% set existing_relation = load_relation(this) %}\n {% set tmp_relation = make_temp_relation(target_relation) %}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n\n {% set tmp_identifier = model['name'] + '__dbt_tmp' %}\n {% set backup_identifier = model['name'] + \"__dbt_backup\" %}\n\n -- the intermediate_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {% set preexisting_intermediate_relation = adapter.get_relation(identifier=tmp_identifier, \n schema=schema,\n database=database) %} \n {% set preexisting_backup_relation = adapter.get_relation(identifier=backup_identifier,\n schema=schema,\n database=database) %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {# -- first check whether we want to full refresh for source view or config reasons #}\n {% set trigger_full_refresh = (full_refresh_mode or existing_relation.is_view) %}\n\n {% if existing_relation is none %}\n {% set build_sql = create_table_as(False, target_relation, sql) %}\n{% elif trigger_full_refresh %}\n {#-- Make sure the backup doesn't exist so we don't encounter issues with the rename below #}\n {% set tmp_identifier = model['name'] + '__dbt_tmp' %}\n {% set backup_identifier = model['name'] + '__dbt_backup' %}\n {% set intermediate_relation = existing_relation.incorporate(path={\"identifier\": tmp_identifier}) %}\n {% set backup_relation = existing_relation.incorporate(path={\"identifier\": backup_identifier}) %}\n\n {% set build_sql = create_table_as(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% do to_drop.append(backup_relation) %}\n {% else %}\n {% do run_query(create_table_as(True, tmp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=tmp_relation,\n to_relation=target_relation) %}\n {% do process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n {% set build_sql = incremental_upsert(tmp_relation, target_relation, unique_key=unique_key) %}\n \n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %} \n {% do adapter.rename_relation(target_relation, backup_relation) %} \n {% do adapter.rename_relation(intermediate_relation, target_relation) %} \n {% endif %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.load_relation", "macro.dbt.make_temp_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.create_table_as", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.incremental_upsert", "macro.dbt.statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.incremental_validate_on_schema_change": {"unique_id": "macro.dbt.incremental_validate_on_schema_change", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/incremental/on_schema_change.sql", "name": "incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n \n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n \n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n \n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n \n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.diff_columns": {"unique_id": "macro.dbt.diff_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/incremental/on_schema_change.sql", "name": "diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n \n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n \n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.diff_column_data_types": {"unique_id": "macro.dbt.diff_column_data_types", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/incremental/on_schema_change.sql", "name": "diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n \n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }} \n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.check_for_schema_changes": {"unique_id": "macro.dbt.check_for_schema_changes", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/incremental/on_schema_change.sql", "name": "check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n \n {% set schema_changed = False %}\n \n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n \n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n \n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n \n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.sync_column_schemas": {"unique_id": "macro.dbt.sync_column_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/incremental/on_schema_change.sql", "name": "sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n \n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n \n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n \n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %} \n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n \n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n \n {% do log(schema_change_message) %}\n \n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.process_schema_changes": {"unique_id": "macro.dbt.process_schema_changes", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/incremental/on_schema_change.sql", "name": "process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n \n {% if on_schema_change != 'ignore' %}\n \n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n \n {% if schema_changes_dict['schema_changed'] %}\n \n {% if on_schema_change == 'fail' %}\n \n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways: \n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n {% endset %}\n \n {% do exceptions.raise_compiler_error(fail_msg) %}\n \n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n \n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n \n {% endif %}\n \n {% endif %}\n \n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_merge_sql": {"unique_id": "macro.dbt.get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, predicates=none) -%}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, predicates) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_delete_insert_merge_sql": {"unique_id": "macro.dbt.get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_merge_sql": {"unique_id": "macro.dbt.default__get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, predicates) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set update_columns = config.get('merge_update_columns', default = dest_columns | map(attribute=\"quoted\") | list) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{ predicates | join(' and ') }}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_quoted_csv": {"unique_id": "macro.dbt.get_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.common_get_delete_insert_merge_sql": {"unique_id": "macro.dbt.common_get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "common_get_delete_insert_merge_sql", "macro_sql": "{% macro common_get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key is not none %}\n delete from {{ target }}\n where ({{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n );\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_delete_insert_merge_sql": {"unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n {{ common_get_delete_insert_merge_sql(target, source, unique_key, dest_columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.common_get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.materialization_table_default": {"unique_id": "macro.dbt.materialization_table_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/table/table.sql", "original_file_path": "macros/materializations/table/table.sql", "name": "materialization_table_default", "macro_sql": "{% materialization table, default %}\n {%- set identifier = model['alias'] -%}\n {%- set tmp_identifier = model['name'] + '__dbt_tmp' -%}\n {%- set backup_identifier = model['name'] + '__dbt_backup' -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier,\n schema=schema,\n database=database,\n type='table') -%}\n {%- set intermediate_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema,\n database=database,\n type='table') -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = adapter.get_relation(identifier=tmp_identifier, \n schema=schema,\n database=database) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if old_relation is none else old_relation.type -%}\n {%- set backup_relation = api.Relation.create(identifier=backup_identifier,\n schema=schema,\n database=database,\n type=backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = adapter.get_relation(identifier=backup_identifier,\n schema=schema,\n database=database) -%}\n\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ create_table_as(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if old_relation is not none %}\n {{ adapter.rename_relation(old_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.create_indexes", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.materialization_view_default": {"unique_id": "macro.dbt.materialization_view_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/view.sql", "original_file_path": "macros/materializations/view/view.sql", "name": "materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set identifier = model['alias'] -%}\n {%- set tmp_identifier = model['name'] + '__dbt_tmp' -%}\n {%- set backup_identifier = model['name'] + '__dbt_backup' -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {%- set intermediate_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema, database=database, type='view') -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = adapter.get_relation(identifier=tmp_identifier, \n schema=schema,\n database=database) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"old_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the old_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the old_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if old_relation is none else old_relation.type -%}\n {%- set backup_relation = api.Relation.create(identifier=backup_identifier,\n schema=schema, database=database,\n type=backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = adapter.get_relation(identifier=backup_identifier,\n schema=schema,\n database=database) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ create_view_as(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if old_relation is not none %}\n {{ adapter.rename_relation(old_relation, backup_relation) }}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_view_as", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.handle_existing_table": {"unique_id": "macro.dbt.handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/view/create_or_replace_view.sql", "name": "handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__handle_existing_table": {"unique_id": "macro.dbt.default__handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/view/create_or_replace_view.sql", "name": "default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.create_or_replace_view": {"unique_id": "macro.dbt.create_or_replace_view", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/view/create_or_replace_view.sql", "name": "create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ create_view_as(target_relation, sql) }}\n {%- endcall %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.generate_alias_name": {"unique_id": "macro.dbt.generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_alias.sql", "original_file_path": "macros/etc/get_custom_alias.sql", "name": "generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__generate_alias_name": {"unique_id": "macro.dbt.default__generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_alias.sql", "original_file_path": "macros/etc/get_custom_alias.sql", "name": "default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name is none -%}\n\n {{ node.name }}\n\n {%- else -%}\n\n {{ custom_alias_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.run_query": {"unique_id": "macro.dbt.run_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/query.sql", "original_file_path": "macros/etc/query.sql", "name": "run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.is_incremental": {"unique_id": "macro.dbt.is_incremental", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/is_incremental.sql", "original_file_path": "macros/etc/is_incremental.sql", "name": "is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.convert_datetime": {"unique_id": "macro.dbt.convert_datetime", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.dates_in_range": {"unique_id": "macro.dbt.dates_in_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partiton start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.partition_range": {"unique_id": "macro.dbt.partition_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.py_current_timestring": {"unique_id": "macro.dbt.py_current_timestring", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_where_subquery": {"unique_id": "macro.dbt.get_where_subquery", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/where_subquery.sql", "original_file_path": "macros/etc/where_subquery.sql", "name": "get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_where_subquery": {"unique_id": "macro.dbt.default__get_where_subquery", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/where_subquery.sql", "original_file_path": "macros/etc/where_subquery.sql", "name": "default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.generate_schema_name": {"unique_id": "macro.dbt.generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_schema.sql", "original_file_path": "macros/etc/get_custom_schema.sql", "name": "generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name, node) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__generate_schema_name": {"unique_id": "macro.dbt.default__generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_schema.sql", "original_file_path": "macros/etc/get_custom_schema.sql", "name": "default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.generate_schema_name_for_env": {"unique_id": "macro.dbt.generate_schema_name_for_env", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_schema.sql", "original_file_path": "macros/etc/get_custom_schema.sql", "name": "generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.generate_database_name": {"unique_id": "macro.dbt.generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_database.sql", "original_file_path": "macros/etc/get_custom_database.sql", "name": "generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__generate_database_name": {"unique_id": "macro.dbt.default__generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_database.sql", "original_file_path": "macros/etc/get_custom_database.sql", "name": "default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_columns_in_query": {"unique_id": "macro.dbt.get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_columns_in_query": {"unique_id": "macro.dbt.default__get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n {% endcall %}\n\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.create_schema": {"unique_id": "macro.dbt.create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__create_schema": {"unique_id": "macro.dbt.default__create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.drop_schema": {"unique_id": "macro.dbt.drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__drop_schema": {"unique_id": "macro.dbt.default__drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.create_table_as": {"unique_id": "macro.dbt.create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, sql) -%}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__create_table_as": {"unique_id": "macro.dbt.default__create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n as (\n {{ sql }}\n );\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_create_index_sql": {"unique_id": "macro.dbt.get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_create_index_sql": {"unique_id": "macro.dbt.default__get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.create_indexes": {"unique_id": "macro.dbt.create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__create_indexes": {"unique_id": "macro.dbt.default__create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.create_view_as": {"unique_id": "macro.dbt.create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__create_view_as": {"unique_id": "macro.dbt.default__create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }} as (\n {{ sql }}\n );\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_catalog": {"unique_id": "macro.dbt.get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_catalog": {"unique_id": "macro.dbt.default__get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_columns_in_relation": {"unique_id": "macro.dbt.get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.sql_convert_columns_in_relation": {"unique_id": "macro.dbt.sql_convert_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_columns_in_relation": {"unique_id": "macro.dbt.default__get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.alter_column_type": {"unique_id": "macro.dbt.alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.alter_column_comment": {"unique_id": "macro.dbt.alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__alter_column_comment": {"unique_id": "macro.dbt.default__alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.alter_relation_comment": {"unique_id": "macro.dbt.alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__alter_relation_comment": {"unique_id": "macro.dbt.default__alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.persist_docs": {"unique_id": "macro.dbt.persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__persist_docs": {"unique_id": "macro.dbt.default__persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__alter_column_type": {"unique_id": "macro.dbt.default__alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.drop_relation": {"unique_id": "macro.dbt.drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__drop_relation": {"unique_id": "macro.dbt.default__drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.truncate_relation": {"unique_id": "macro.dbt.truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__truncate_relation": {"unique_id": "macro.dbt.default__truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.rename_relation": {"unique_id": "macro.dbt.rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__rename_relation": {"unique_id": "macro.dbt.default__rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.information_schema_name": {"unique_id": "macro.dbt.information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__information_schema_name": {"unique_id": "macro.dbt.default__information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.list_schemas": {"unique_id": "macro.dbt.list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__list_schemas": {"unique_id": "macro.dbt.default__list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.check_schema_exists": {"unique_id": "macro.dbt.check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__check_schema_exists": {"unique_id": "macro.dbt.default__check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.list_relations_without_caching": {"unique_id": "macro.dbt.list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__list_relations_without_caching": {"unique_id": "macro.dbt.default__list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.current_timestamp": {"unique_id": "macro.dbt.current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "current_timestamp", "macro_sql": "{% macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__current_timestamp": {"unique_id": "macro.dbt.default__current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter '+adapter.type()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.collect_freshness": {"unique_id": "macro.dbt.collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__collect_freshness": {"unique_id": "macro.dbt.default__collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.make_temp_relation": {"unique_id": "macro.dbt.make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__make_temp_relation": {"unique_id": "macro.dbt.default__make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {% set tmp_identifier = base_relation.identifier ~ suffix %}\n {% set tmp_relation = base_relation.incorporate(\n path={\"identifier\": tmp_identifier}) -%}\n\n {% do return(tmp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.set_sql_header": {"unique_id": "macro.dbt.set_sql_header", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.alter_relation_add_remove_columns": {"unique_id": "macro.dbt.alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__alter_relation_add_remove_columns": {"unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n \n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n \n {% set sql -%}\n \n alter {{ relation.type }} {{ relation }}\n \n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n \n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n \n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__test_relationships": {"unique_id": "macro.dbt.default__test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/relationships.sql", "original_file_path": "macros/schema_tests/relationships.sql", "name": "default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.test_relationships": {"unique_id": "macro.dbt.test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/relationships.sql", "original_file_path": "macros/schema_tests/relationships.sql", "name": "test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__test_not_null": {"unique_id": "macro.dbt.default__test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/not_null.sql", "original_file_path": "macros/schema_tests/not_null.sql", "name": "default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\nselect *\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.test_not_null": {"unique_id": "macro.dbt.test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/not_null.sql", "original_file_path": "macros/schema_tests/not_null.sql", "name": "test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__test_unique": {"unique_id": "macro.dbt.default__test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/unique.sql", "original_file_path": "macros/schema_tests/unique.sql", "name": "default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.test_unique": {"unique_id": "macro.dbt.test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/unique.sql", "original_file_path": "macros/schema_tests/unique.sql", "name": "test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__test_accepted_values": {"unique_id": "macro.dbt.default__test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/accepted_values.sql", "original_file_path": "macros/schema_tests/accepted_values.sql", "name": "default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.test_accepted_values": {"unique_id": "macro.dbt.test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/accepted_values.sql", "original_file_path": "macros/schema_tests/accepted_values.sql", "name": "test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}}, "docs": {"dbt.__overview__": {"unique_id": "dbt.__overview__", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "overview.md", "original_file_path": "docs/overview.md", "name": "__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--models` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/overview)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [chat](https://community.getdbt.com/) on Slack for live questions and support."}}, "exposures": {}, "selectors": {}, "disabled": [], "parent_map": {"model.test.my_model": []}, "child_map": {"model.test.my_model": []}} +{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v3.json", "dbt_version": "0.21.1", "generated_at": "2022-06-08T05:12:26.978818Z", "invocation_id": "a2594229-14b7-46fe-864f-37cabb5f5f65", "env": {}, "project_id": "098f6bcd4621d373cade4e832627b4f6", "user_id": null, "send_anonymous_usage_stats": false, "adapter_type": "postgres"}, "nodes": {"model.test.my_model": {"raw_sql": "select 1 as id", "resource_type": "model", "depends_on": {"macros": [], "nodes": []}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "view", "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "on_schema_change": "ignore", "post-hook": [], "pre-hook": []}, "database": "jerco", "schema": "dbt_jcohen", "fqn": ["test", "my_model"], "unique_id": "model.test.my_model", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "my_model.sql", "original_file_path": "models/my_model.sql", "name": "my_model", "alias": "my_model", "checksum": {"name": "sha256", "checksum": "479636cb85ce8d3b0f8db5ff13cf338b61254ad98d905630eac61f963e719e9d"}, "tags": [], "refs": [], "sources": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true}, "patch_path": null, "compiled_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1654665147}}, "sources": {}, "macros": {"macro.test.drop_relation": {"unique_id": "macro.test.drop_relation", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(dbt_labs_materialized_views.drop_relation(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665146}, "macro.test.postgres__list_relations_without_caching": {"unique_id": "macro.test.postgres__list_relations_without_caching", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {{ return(dbt_labs_materialized_views.postgres__list_relations_without_caching(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665146}, "macro.test.postgres_get_relations": {"unique_id": "macro.test.postgres_get_relations", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "postgres_get_relations", "macro_sql": "{% macro postgres_get_relations() %}\n {{ return(dbt_labs_materialized_views.postgres_get_relations()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.postgres_get_relations"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665146}, "macro.test.redshift__list_relations_without_caching": {"unique_id": "macro.test.redshift__list_relations_without_caching", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "redshift__list_relations_without_caching", "macro_sql": "{% macro redshift__list_relations_without_caching(schema_relation) %}\n {{ return(dbt_labs_materialized_views.redshift__list_relations_without_caching(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.redshift__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665146}, "macro.test.load_relation": {"unique_id": "macro.test.load_relation", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "macros/whatever.sql", "original_file_path": "macros/whatever.sql", "name": "load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(dbt_labs_materialized_views.redshift_load_relation_or_mv(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665146}, "macro.dbt_postgres.postgres__get_catalog": {"unique_id": "macro.dbt_postgres.postgres__get_catalog", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "name": "postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n\n {%- call statement('catalog', fetch_result=True) -%}\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n\n where (\n {%- for schema in schemas -%}\n upper(sch.nspname) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence = 'p' -- [p]ermanent table. Other values are [u]nlogged table, [t]emporary table\n and tbl.relkind in ('r', 'v', 'f', 'p') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table, [m]aterialized view\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665146}, "macro.dbt_postgres.postgres_get_relations": {"unique_id": "macro.dbt_postgres.postgres_get_relations", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "name": "postgres_get_relations", "macro_sql": "{% macro postgres_get_relations () -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665146}, "macro.dbt_postgres.postgres__create_table_as": {"unique_id": "macro.dbt_postgres.postgres__create_table_as", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__get_create_index_sql": {"unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__create_schema": {"unique_id": "macro.dbt_postgres.postgres__create_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__drop_schema": {"unique_id": "macro.dbt_postgres.postgres__drop_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__information_schema_name": {"unique_id": "macro.dbt_postgres.postgres__information_schema_name", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__list_schemas": {"unique_id": "macro.dbt_postgres.postgres__list_schemas", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__check_schema_exists": {"unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__current_timestamp": {"unique_id": "macro.dbt_postgres.postgres__current_timestamp", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__snapshot_get_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__make_temp_relation": {"unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix_length = suffix|length + dtstring|length %}\n {% set relation_max_name_length = 63 %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Temp relation suffix is too long (' ~ suffix|length ~ ' characters). Maximum length is ' ~ (relation_max_name_length - dtstring|length) ~ ' characters.') %}\n {% endif %}\n {% set tmp_identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix ~ dtstring %}\n {% do return(base_relation.incorporate(\n path={\n \"identifier\": tmp_identifier,\n \"schema\": none,\n \"database\": none\n })) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres_escape_comment": {"unique_id": "macro.dbt_postgres.postgres_escape_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__alter_relation_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__alter_column_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% for column_name in column_dict %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/product/dbt-core/plugins/postgres/dbt/include/postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "name": "postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.statement": {"unique_id": "macro.dbt.statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/core.sql", "original_file_path": "macros/core.sql", "name": "statement", "macro_sql": "{% macro statement(name=None, fetch_result=False, auto_begin=True) -%}\n {%- if execute: -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- set res, table = adapter.execute(sql, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.noop_statement": {"unique_id": "macro.dbt.noop_statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/core.sql", "original_file_path": "macros/core.sql", "name": "noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_test_sql": {"unique_id": "macro.dbt.get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/test.sql", "original_file_path": "macros/materializations/test.sql", "name": "get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_test_sql": {"unique_id": "macro.dbt.default__get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/test.sql", "original_file_path": "macros/materializations/test.sql", "name": "default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.materialization_test_default": {"unique_id": "macro.dbt.materialization_test_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/test.sql", "original_file_path": "macros/materializations/test.sql", "name": "materialization_test_default", "macro_sql": "\n\n{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type='table') -%} %}\n \n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n \n {% call statement(auto_begin=True) %}\n {{ create_table_as(False, target_relation, sql) }}\n {% endcall %}\n \n {% do relations.append(target_relation) %}\n \n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n \n {{ adapter.commit() }}\n \n {% else %}\n\n {% set main_sql = sql %}\n \n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n \n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.run_hooks": {"unique_id": "macro.dbt.run_hooks", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.column_list": {"unique_id": "macro.dbt.column_list", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "column_list", "macro_sql": "{% macro column_list(columns) %}\n {%- for col in columns %}\n {{ col.name }} {% if not loop.last %},{% endif %}\n {% endfor -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.column_list_for_create_table": {"unique_id": "macro.dbt.column_list_for_create_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "column_list_for_create_table", "macro_sql": "{% macro column_list_for_create_table(columns) %}\n {%- for col in columns %}\n {{ col.name }} {{ col.data_type }} {%- if not loop.last %},{% endif %}\n {% endfor -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.make_hook_config": {"unique_id": "macro.dbt.make_hook_config", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.before_begin": {"unique_id": "macro.dbt.before_begin", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.in_transaction": {"unique_id": "macro.dbt.in_transaction", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.after_commit": {"unique_id": "macro.dbt.after_commit", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.drop_relation_if_exists": {"unique_id": "macro.dbt.drop_relation_if_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.load_relation": {"unique_id": "macro.dbt.load_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.should_full_refresh": {"unique_id": "macro.dbt.should_full_refresh", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.should_store_failures": {"unique_id": "macro.dbt.should_store_failures", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/helpers.sql", "original_file_path": "macros/materializations/helpers.sql", "name": "should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.snapshot_merge_sql": {"unique_id": "macro.dbt.snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot/snapshot_merge.sql", "name": "snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__snapshot_merge_sql": {"unique_id": "macro.dbt.default__snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot/snapshot_merge.sql", "name": "default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.strategy_dispatch": {"unique_id": "macro.dbt.strategy_dispatch", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.snapshot_hash_arguments": {"unique_id": "macro.dbt.snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__snapshot_hash_arguments": {"unique_id": "macro.dbt.default__snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.snapshot_get_time": {"unique_id": "macro.dbt.snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_get_time", "macro_sql": "{% macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__snapshot_get_time": {"unique_id": "macro.dbt.default__snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() -%}\n {{ current_timestamp() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.snapshot_timestamp_strategy": {"unique_id": "macro.dbt.snapshot_timestamp_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.snapshot_string_as_time": {"unique_id": "macro.dbt.snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__snapshot_string_as_time": {"unique_id": "macro.dbt.default__snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.snapshot_check_all_get_existing_columns": {"unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists) -%}\n {%- set query_columns = get_columns_in_query(node['compiled_sql']) -%}\n {%- if not target_exists -%}\n {# no table yet -> return whatever the query does #}\n {{ return([false, query_columns]) }}\n {%- endif -%}\n {# handle any schema changes #}\n {%- set target_table = node.get('alias', node.get('name')) -%}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=target_table) -%}\n {%- set existing_cols = get_columns_in_query('select * from ' ~ target_relation) -%}\n {%- set ns = namespace() -%} {# handle for-loop scoping with a namespace #}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(col) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return([ns.column_added, intersection]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.snapshot_check_strategy": {"unique_id": "macro.dbt.snapshot_check_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/strategies.sql", "original_file_path": "macros/materializations/snapshot/strategies.sql", "name": "snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n \n {% set select_current_time -%}\n select {{ snapshot_get_time() }} as snapshot_start\n {%- endset %}\n\n {#-- don't access the column by name, to avoid dealing with casing issues on snowflake #}\n {%- set now = run_query(select_current_time)[0][0] -%}\n {% if now is none or now is undefined -%}\n {%- do exceptions.raise_compiler_error('Could not get a snapshot start time from the database') -%}\n {%- endif %}\n {% set updated_at = config.get('updated_at', snapshot_string_as_time(now)) %}\n\n {% set column_added = false %}\n\n {% if check_cols_config == 'all' %}\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists) %}\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {% set check_cols = check_cols_config %}\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n TRUE\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.run_query", "macro.dbt.snapshot_string_as_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.create_columns": {"unique_id": "macro.dbt.create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__create_columns": {"unique_id": "macro.dbt.default__create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.post_snapshot": {"unique_id": "macro.dbt.post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__post_snapshot": {"unique_id": "macro.dbt.default__post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.snapshot_staging_table": {"unique_id": "macro.dbt.snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select \n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n \n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n \n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.build_snapshot_table": {"unique_id": "macro.dbt.build_snapshot_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_or_create_relation": {"unique_id": "macro.dbt.get_or_create_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.build_snapshot_staging_table": {"unique_id": "macro.dbt.build_snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set tmp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, tmp_relation, select) }}\n {% endcall %}\n\n {% do return(tmp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.materialization_snapshot_default": {"unique_id": "macro.dbt.materialization_snapshot_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/snapshot/snapshot.sql", "original_file_path": "macros/materializations/snapshot/snapshot.sql", "name": "materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n\n {% if not adapter.check_schema_exists(model.database, model.schema) %}\n {% do create_schema(model.database, model.schema) %}\n {% endif %}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_sql']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_schema", "macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.create_csv_table": {"unique_id": "macro.dbt.create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__create_csv_table": {"unique_id": "macro.dbt.default__create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.reset_csv_table": {"unique_id": "macro.dbt.reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__reset_csv_table": {"unique_id": "macro.dbt.default__reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_binding_char": {"unique_id": "macro.dbt.get_binding_char", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_binding_char": {"unique_id": "macro.dbt.default__get_binding_char", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_batch_size": {"unique_id": "macro.dbt.get_batch_size", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_batch_size": {"unique_id": "macro.dbt.default__get_batch_size", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_seed_column_quoted_csv": {"unique_id": "macro.dbt.get_seed_column_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.load_csv_rows": {"unique_id": "macro.dbt.load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__load_csv_rows": {"unique_id": "macro.dbt.default__load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.materialization_seed_default": {"unique_id": "macro.dbt.materialization_seed_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/seed/seed.sql", "original_file_path": "macros/materializations/seed/seed.sql", "name": "materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set agate_table = load_agate_table() -%}\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ create_table_sql }};\n -- dbt seed --\n {{ sql }}\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.incremental_upsert": {"unique_id": "macro.dbt.incremental_upsert", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/helpers.sql", "original_file_path": "macros/materializations/incremental/helpers.sql", "name": "incremental_upsert", "macro_sql": "{% macro incremental_upsert(tmp_relation, target_relation, unique_key=none, statement_name=\"main\") %}\n \n {%- set dest_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set dest_cols_csv = dest_columns | map(attribute='quoted') | join(', ') -%}\n\n {%- if unique_key is not none -%}\n delete\n from {{ target_relation }}\n where ({{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ tmp_relation }}\n );\n {%- endif %}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ tmp_relation }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.materialization_incremental_default": {"unique_id": "macro.dbt.materialization_incremental_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/incremental.sql", "original_file_path": "macros/materializations/incremental/incremental.sql", "name": "materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n {% set unique_key = config.get('unique_key') %}\n\n {% set target_relation = this.incorporate(type='table') %}\n {% set existing_relation = load_relation(this) %}\n {% set tmp_relation = make_temp_relation(target_relation) %}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n\n {% set tmp_identifier = model['name'] + '__dbt_tmp' %}\n {% set backup_identifier = model['name'] + \"__dbt_backup\" %}\n\n -- the intermediate_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {% set preexisting_intermediate_relation = adapter.get_relation(identifier=tmp_identifier, \n schema=schema,\n database=database) %} \n {% set preexisting_backup_relation = adapter.get_relation(identifier=backup_identifier,\n schema=schema,\n database=database) %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {# -- first check whether we want to full refresh for source view or config reasons #}\n {% set trigger_full_refresh = (full_refresh_mode or existing_relation.is_view) %}\n\n {% if existing_relation is none %}\n {% set build_sql = create_table_as(False, target_relation, sql) %}\n{% elif trigger_full_refresh %}\n {#-- Make sure the backup doesn't exist so we don't encounter issues with the rename below #}\n {% set tmp_identifier = model['name'] + '__dbt_tmp' %}\n {% set backup_identifier = model['name'] + '__dbt_backup' %}\n {% set intermediate_relation = existing_relation.incorporate(path={\"identifier\": tmp_identifier}) %}\n {% set backup_relation = existing_relation.incorporate(path={\"identifier\": backup_identifier}) %}\n\n {% set build_sql = create_table_as(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% do to_drop.append(backup_relation) %}\n {% else %}\n {% do run_query(create_table_as(True, tmp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=tmp_relation,\n to_relation=target_relation) %}\n {% do process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n {% set build_sql = incremental_upsert(tmp_relation, target_relation, unique_key=unique_key) %}\n \n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %} \n {% do adapter.rename_relation(target_relation, backup_relation) %} \n {% do adapter.rename_relation(intermediate_relation, target_relation) %} \n {% endif %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.load_relation", "macro.dbt.make_temp_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.create_table_as", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.incremental_upsert", "macro.dbt.statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.incremental_validate_on_schema_change": {"unique_id": "macro.dbt.incremental_validate_on_schema_change", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/incremental/on_schema_change.sql", "name": "incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n \n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n \n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n \n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n \n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.diff_columns": {"unique_id": "macro.dbt.diff_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/incremental/on_schema_change.sql", "name": "diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n \n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n \n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.diff_column_data_types": {"unique_id": "macro.dbt.diff_column_data_types", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/incremental/on_schema_change.sql", "name": "diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n \n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }} \n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.check_for_schema_changes": {"unique_id": "macro.dbt.check_for_schema_changes", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/incremental/on_schema_change.sql", "name": "check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n \n {% set schema_changed = False %}\n \n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n \n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n \n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n \n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.sync_column_schemas": {"unique_id": "macro.dbt.sync_column_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/incremental/on_schema_change.sql", "name": "sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n \n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n \n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n \n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %} \n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n \n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n \n {% do log(schema_change_message) %}\n \n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.process_schema_changes": {"unique_id": "macro.dbt.process_schema_changes", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/incremental/on_schema_change.sql", "name": "process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n \n {% if on_schema_change != 'ignore' %}\n \n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n \n {% if schema_changes_dict['schema_changed'] %}\n \n {% if on_schema_change == 'fail' %}\n \n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways: \n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n {% endset %}\n \n {% do exceptions.raise_compiler_error(fail_msg) %}\n \n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n \n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n \n {% endif %}\n \n {% endif %}\n \n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_merge_sql": {"unique_id": "macro.dbt.get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, predicates=none) -%}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, predicates) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_delete_insert_merge_sql": {"unique_id": "macro.dbt.get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_merge_sql": {"unique_id": "macro.dbt.default__get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, predicates) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set update_columns = config.get('merge_update_columns', default = dest_columns | map(attribute=\"quoted\") | list) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{ predicates | join(' and ') }}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_quoted_csv": {"unique_id": "macro.dbt.get_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.common_get_delete_insert_merge_sql": {"unique_id": "macro.dbt.common_get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "common_get_delete_insert_merge_sql", "macro_sql": "{% macro common_get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key is not none %}\n delete from {{ target }}\n where ({{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n );\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_delete_insert_merge_sql": {"unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n {{ common_get_delete_insert_merge_sql(target, source, unique_key, dest_columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.common_get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/common/merge.sql", "original_file_path": "macros/materializations/common/merge.sql", "name": "default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.materialization_table_default": {"unique_id": "macro.dbt.materialization_table_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/table/table.sql", "original_file_path": "macros/materializations/table/table.sql", "name": "materialization_table_default", "macro_sql": "{% materialization table, default %}\n {%- set identifier = model['alias'] -%}\n {%- set tmp_identifier = model['name'] + '__dbt_tmp' -%}\n {%- set backup_identifier = model['name'] + '__dbt_backup' -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier,\n schema=schema,\n database=database,\n type='table') -%}\n {%- set intermediate_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema,\n database=database,\n type='table') -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = adapter.get_relation(identifier=tmp_identifier, \n schema=schema,\n database=database) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if old_relation is none else old_relation.type -%}\n {%- set backup_relation = api.Relation.create(identifier=backup_identifier,\n schema=schema,\n database=database,\n type=backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = adapter.get_relation(identifier=backup_identifier,\n schema=schema,\n database=database) -%}\n\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ create_table_as(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if old_relation is not none %}\n {{ adapter.rename_relation(old_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.create_indexes", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.materialization_view_default": {"unique_id": "macro.dbt.materialization_view_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/view.sql", "original_file_path": "macros/materializations/view/view.sql", "name": "materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set identifier = model['alias'] -%}\n {%- set tmp_identifier = model['name'] + '__dbt_tmp' -%}\n {%- set backup_identifier = model['name'] + '__dbt_backup' -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {%- set intermediate_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema, database=database, type='view') -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = adapter.get_relation(identifier=tmp_identifier, \n schema=schema,\n database=database) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"old_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the old_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the old_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if old_relation is none else old_relation.type -%}\n {%- set backup_relation = api.Relation.create(identifier=backup_identifier,\n schema=schema, database=database,\n type=backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = adapter.get_relation(identifier=backup_identifier,\n schema=schema,\n database=database) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ create_view_as(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if old_relation is not none %}\n {{ adapter.rename_relation(old_relation, backup_relation) }}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_view_as", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.handle_existing_table": {"unique_id": "macro.dbt.handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/view/create_or_replace_view.sql", "name": "handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__handle_existing_table": {"unique_id": "macro.dbt.default__handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/view/create_or_replace_view.sql", "name": "default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.create_or_replace_view": {"unique_id": "macro.dbt.create_or_replace_view", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/materializations/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/view/create_or_replace_view.sql", "name": "create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ create_view_as(target_relation, sql) }}\n {%- endcall %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.generate_alias_name": {"unique_id": "macro.dbt.generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_alias.sql", "original_file_path": "macros/etc/get_custom_alias.sql", "name": "generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__generate_alias_name": {"unique_id": "macro.dbt.default__generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_alias.sql", "original_file_path": "macros/etc/get_custom_alias.sql", "name": "default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name is none -%}\n\n {{ node.name }}\n\n {%- else -%}\n\n {{ custom_alias_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.run_query": {"unique_id": "macro.dbt.run_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/query.sql", "original_file_path": "macros/etc/query.sql", "name": "run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.is_incremental": {"unique_id": "macro.dbt.is_incremental", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/is_incremental.sql", "original_file_path": "macros/etc/is_incremental.sql", "name": "is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.convert_datetime": {"unique_id": "macro.dbt.convert_datetime", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.dates_in_range": {"unique_id": "macro.dbt.dates_in_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.partition_range": {"unique_id": "macro.dbt.partition_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.py_current_timestring": {"unique_id": "macro.dbt.py_current_timestring", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_where_subquery": {"unique_id": "macro.dbt.get_where_subquery", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/where_subquery.sql", "original_file_path": "macros/etc/where_subquery.sql", "name": "get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_where_subquery": {"unique_id": "macro.dbt.default__get_where_subquery", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/where_subquery.sql", "original_file_path": "macros/etc/where_subquery.sql", "name": "default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.generate_schema_name": {"unique_id": "macro.dbt.generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_schema.sql", "original_file_path": "macros/etc/get_custom_schema.sql", "name": "generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name, node) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__generate_schema_name": {"unique_id": "macro.dbt.default__generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_schema.sql", "original_file_path": "macros/etc/get_custom_schema.sql", "name": "default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.generate_schema_name_for_env": {"unique_id": "macro.dbt.generate_schema_name_for_env", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_schema.sql", "original_file_path": "macros/etc/get_custom_schema.sql", "name": "generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.generate_database_name": {"unique_id": "macro.dbt.generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_database.sql", "original_file_path": "macros/etc/get_custom_database.sql", "name": "generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__generate_database_name": {"unique_id": "macro.dbt.default__generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/etc/get_custom_database.sql", "original_file_path": "macros/etc/get_custom_database.sql", "name": "default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_columns_in_query": {"unique_id": "macro.dbt.get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_columns_in_query": {"unique_id": "macro.dbt.default__get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n {% endcall %}\n\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.create_schema": {"unique_id": "macro.dbt.create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__create_schema": {"unique_id": "macro.dbt.default__create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.drop_schema": {"unique_id": "macro.dbt.drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__drop_schema": {"unique_id": "macro.dbt.default__drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.create_table_as": {"unique_id": "macro.dbt.create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, sql) -%}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__create_table_as": {"unique_id": "macro.dbt.default__create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n as (\n {{ sql }}\n );\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_create_index_sql": {"unique_id": "macro.dbt.get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_create_index_sql": {"unique_id": "macro.dbt.default__get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.create_indexes": {"unique_id": "macro.dbt.create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__create_indexes": {"unique_id": "macro.dbt.default__create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.create_view_as": {"unique_id": "macro.dbt.create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__create_view_as": {"unique_id": "macro.dbt.default__create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }} as (\n {{ sql }}\n );\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_catalog": {"unique_id": "macro.dbt.get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_catalog": {"unique_id": "macro.dbt.default__get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.get_columns_in_relation": {"unique_id": "macro.dbt.get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.sql_convert_columns_in_relation": {"unique_id": "macro.dbt.sql_convert_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__get_columns_in_relation": {"unique_id": "macro.dbt.default__get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.alter_column_type": {"unique_id": "macro.dbt.alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.alter_column_comment": {"unique_id": "macro.dbt.alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__alter_column_comment": {"unique_id": "macro.dbt.default__alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.alter_relation_comment": {"unique_id": "macro.dbt.alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__alter_relation_comment": {"unique_id": "macro.dbt.default__alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.persist_docs": {"unique_id": "macro.dbt.persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__persist_docs": {"unique_id": "macro.dbt.default__persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__alter_column_type": {"unique_id": "macro.dbt.default__alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.drop_relation": {"unique_id": "macro.dbt.drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__drop_relation": {"unique_id": "macro.dbt.default__drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.truncate_relation": {"unique_id": "macro.dbt.truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__truncate_relation": {"unique_id": "macro.dbt.default__truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.rename_relation": {"unique_id": "macro.dbt.rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__rename_relation": {"unique_id": "macro.dbt.default__rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.information_schema_name": {"unique_id": "macro.dbt.information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__information_schema_name": {"unique_id": "macro.dbt.default__information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.list_schemas": {"unique_id": "macro.dbt.list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__list_schemas": {"unique_id": "macro.dbt.default__list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.check_schema_exists": {"unique_id": "macro.dbt.check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__check_schema_exists": {"unique_id": "macro.dbt.default__check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.list_relations_without_caching": {"unique_id": "macro.dbt.list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.test.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__list_relations_without_caching": {"unique_id": "macro.dbt.default__list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.current_timestamp": {"unique_id": "macro.dbt.current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "current_timestamp", "macro_sql": "{% macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__current_timestamp": {"unique_id": "macro.dbt.default__current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter '+adapter.type()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.collect_freshness": {"unique_id": "macro.dbt.collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__collect_freshness": {"unique_id": "macro.dbt.default__collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.make_temp_relation": {"unique_id": "macro.dbt.make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__make_temp_relation": {"unique_id": "macro.dbt.default__make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {% set tmp_identifier = base_relation.identifier ~ suffix %}\n {% set tmp_relation = base_relation.incorporate(\n path={\"identifier\": tmp_identifier}) -%}\n\n {% do return(tmp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.set_sql_header": {"unique_id": "macro.dbt.set_sql_header", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.alter_relation_add_remove_columns": {"unique_id": "macro.dbt.alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__alter_relation_add_remove_columns": {"unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/adapters/common.sql", "original_file_path": "macros/adapters/common.sql", "name": "default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n \n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n \n {% set sql -%}\n \n alter {{ relation.type }} {{ relation }}\n \n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n \n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n \n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__test_relationships": {"unique_id": "macro.dbt.default__test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/relationships.sql", "original_file_path": "macros/schema_tests/relationships.sql", "name": "default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.test_relationships": {"unique_id": "macro.dbt.test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/relationships.sql", "original_file_path": "macros/schema_tests/relationships.sql", "name": "test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__test_not_null": {"unique_id": "macro.dbt.default__test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/not_null.sql", "original_file_path": "macros/schema_tests/not_null.sql", "name": "default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\nselect *\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.test_not_null": {"unique_id": "macro.dbt.test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/not_null.sql", "original_file_path": "macros/schema_tests/not_null.sql", "name": "test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__test_unique": {"unique_id": "macro.dbt.default__test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/unique.sql", "original_file_path": "macros/schema_tests/unique.sql", "name": "default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.test_unique": {"unique_id": "macro.dbt.test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/unique.sql", "original_file_path": "macros/schema_tests/unique.sql", "name": "test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.default__test_accepted_values": {"unique_id": "macro.dbt.default__test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/accepted_values.sql", "original_file_path": "macros/schema_tests/accepted_values.sql", "name": "default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}, "macro.dbt.test_accepted_values": {"unique_id": "macro.dbt.test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "macros/schema_tests/accepted_values.sql", "original_file_path": "macros/schema_tests/accepted_values.sql", "name": "test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1654665147}}, "docs": {"dbt.__overview__": {"unique_id": "dbt.__overview__", "package_name": "dbt", "root_path": "/Users/jerco/dev/product/dbt-core/core/dbt/include/global_project", "path": "overview.md", "original_file_path": "docs/overview.md", "name": "__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--models` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/overview)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [chat](https://community.getdbt.com/) on Slack for live questions and support."}}, "exposures": {}, "selectors": {}, "disabled": [], "parent_map": {"model.test.my_model": []}, "child_map": {"model.test.my_model": []}} diff --git a/tests/functional/artifacts/data/state/v4/manifest.json b/tests/functional/artifacts/data/state/v4/manifest.json index 3c451b3d340..67b7c244cbe 100644 --- a/tests/functional/artifacts/data/state/v4/manifest.json +++ b/tests/functional/artifacts/data/state/v4/manifest.json @@ -1 +1 @@ -{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v4.json", "dbt_version": "1.0.8", "generated_at": "2022-09-13T08:43:20.641750Z", "invocation_id": "5da6faab-41cb-4180-ab19-8375c0e1f1a5", "env": {}, "project_id": "098f6bcd4621d373cade4e832627b4f6", "user_id": null, "send_anonymous_usage_stats": false, "adapter_type": "postgres"}, "nodes": {"model.test.my_model": {"raw_sql": "select 1 as id", "resource_type": "model", "depends_on": {"macros": [], "nodes": []}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "view", "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "on_schema_change": "ignore", "post-hook": [], "pre-hook": []}, "database": "jerco", "schema": "dbt_jcohen", "fqn": ["test", "my_model"], "unique_id": "model.test.my_model", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "my_model.sql", "original_file_path": "models/my_model.sql", "name": "my_model", "alias": "my_model", "checksum": {"name": "sha256", "checksum": "479636cb85ce8d3b0f8db5ff13cf338b61254ad98d905630eac61f963e719e9d"}, "tags": [], "refs": [], "sources": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true}, "patch_path": null, "compiled_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1663058601.2387}}, "sources": {}, "macros": {"macro.dbt_postgres.postgres__get_catalog": {"unique_id": "macro.dbt_postgres.postgres__get_catalog", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "name": "postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n\n {%- call statement('catalog', fetch_result=True) -%}\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n\n where (\n {%- for schema in schemas -%}\n upper(sch.nspname) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table, [m]aterialized view\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.6944451}, "macro.dbt_postgres.postgres_get_relations": {"unique_id": "macro.dbt_postgres.postgres_get_relations", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "name": "postgres_get_relations", "macro_sql": "{% macro postgres_get_relations () -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.696331}, "macro.dbt_postgres.postgres__create_table_as": {"unique_id": "macro.dbt_postgres.postgres__create_table_as", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.712787}, "macro.dbt_postgres.postgres__get_create_index_sql": {"unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.714135}, "macro.dbt_postgres.postgres__create_schema": {"unique_id": "macro.dbt_postgres.postgres__create_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.714985}, "macro.dbt_postgres.postgres__drop_schema": {"unique_id": "macro.dbt_postgres.postgres__drop_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7158241}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.717091}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.718103}, "macro.dbt_postgres.postgres__information_schema_name": {"unique_id": "macro.dbt_postgres.postgres__information_schema_name", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7185578}, "macro.dbt_postgres.postgres__list_schemas": {"unique_id": "macro.dbt_postgres.postgres__list_schemas", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7194948}, "macro.dbt_postgres.postgres__check_schema_exists": {"unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.720533}, "macro.dbt_postgres.postgres__current_timestamp": {"unique_id": "macro.dbt_postgres.postgres__current_timestamp", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.720746}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.72122}, "macro.dbt_postgres.postgres__snapshot_get_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.721492}, "macro.dbt_postgres.postgres__make_temp_relation": {"unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix_length = suffix|length + dtstring|length %}\n {% set relation_max_name_length = 63 %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Temp relation suffix is too long (' ~ suffix|length ~ ' characters). Maximum length is ' ~ (relation_max_name_length - dtstring|length) ~ ' characters.') %}\n {% endif %}\n {% set tmp_identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix ~ dtstring %}\n {% do return(base_relation.incorporate(\n path={\n \"identifier\": tmp_identifier,\n \"schema\": none,\n \"database\": none\n })) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7240572}, "macro.dbt_postgres.postgres_escape_comment": {"unique_id": "macro.dbt_postgres.postgres_escape_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7252119}, "macro.dbt_postgres.postgres__alter_relation_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7258098}, "macro.dbt_postgres.postgres__alter_column_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.727401}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "name": "postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.729517}, "macro.dbt.run_hooks": {"unique_id": "macro.dbt.run_hooks", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.732625}, "macro.dbt.make_hook_config": {"unique_id": "macro.dbt.make_hook_config", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7331321}, "macro.dbt.before_begin": {"unique_id": "macro.dbt.before_begin", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7335098}, "macro.dbt.in_transaction": {"unique_id": "macro.dbt.in_transaction", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.733889}, "macro.dbt.after_commit": {"unique_id": "macro.dbt.after_commit", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7342541}, "macro.dbt.set_sql_header": {"unique_id": "macro.dbt.set_sql_header", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.735413}, "macro.dbt.should_full_refresh": {"unique_id": "macro.dbt.should_full_refresh", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.736206}, "macro.dbt.should_store_failures": {"unique_id": "macro.dbt.should_store_failures", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.737014}, "macro.dbt.snapshot_merge_sql": {"unique_id": "macro.dbt.snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "name": "snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.738338}, "macro.dbt.default__snapshot_merge_sql": {"unique_id": "macro.dbt.default__snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "name": "default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7390552}, "macro.dbt.strategy_dispatch": {"unique_id": "macro.dbt.strategy_dispatch", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7487428}, "macro.dbt.snapshot_hash_arguments": {"unique_id": "macro.dbt.snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7491798}, "macro.dbt.default__snapshot_hash_arguments": {"unique_id": "macro.dbt.default__snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.74975}, "macro.dbt.snapshot_get_time": {"unique_id": "macro.dbt.snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_get_time", "macro_sql": "{% macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7501109}, "macro.dbt.default__snapshot_get_time": {"unique_id": "macro.dbt.default__snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() -%}\n {{ current_timestamp() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7503612}, "macro.dbt.snapshot_timestamp_strategy": {"unique_id": "macro.dbt.snapshot_timestamp_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7524228}, "macro.dbt.snapshot_string_as_time": {"unique_id": "macro.dbt.snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.752844}, "macro.dbt.default__snapshot_string_as_time": {"unique_id": "macro.dbt.default__snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.753275}, "macro.dbt.snapshot_check_all_get_existing_columns": {"unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists) -%}\n {%- set query_columns = get_columns_in_query(node['compiled_sql']) -%}\n {%- if not target_exists -%}\n {# no table yet -> return whatever the query does #}\n {{ return([false, query_columns]) }}\n {%- endif -%}\n {# handle any schema changes #}\n {%- set target_table = node.get('alias', node.get('name')) -%}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=target_table) -%}\n {%- set existing_cols = get_columns_in_query('select * from ' ~ target_relation) -%}\n {%- set ns = namespace() -%} {# handle for-loop scoping with a namespace #}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(col) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return([ns.column_added, intersection]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.755879}, "macro.dbt.snapshot_check_strategy": {"unique_id": "macro.dbt.snapshot_check_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n \n {% set select_current_time -%}\n select {{ snapshot_get_time() }} as snapshot_start\n {%- endset %}\n\n {#-- don't access the column by name, to avoid dealing with casing issues on snowflake #}\n {%- set now = run_query(select_current_time)[0][0] -%}\n {% if now is none or now is undefined -%}\n {%- do exceptions.raise_compiler_error('Could not get a snapshot start time from the database') -%}\n {%- endif %}\n {% set updated_at = config.get('updated_at', snapshot_string_as_time(now)) %}\n\n {% set column_added = false %}\n\n {% if check_cols_config == 'all' %}\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists) %}\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {% set check_cols = check_cols_config %}\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n TRUE\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.run_query", "macro.dbt.snapshot_string_as_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.760828}, "macro.dbt.create_columns": {"unique_id": "macro.dbt.create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7705312}, "macro.dbt.default__create_columns": {"unique_id": "macro.dbt.default__create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7712681}, "macro.dbt.post_snapshot": {"unique_id": "macro.dbt.post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.771702}, "macro.dbt.default__post_snapshot": {"unique_id": "macro.dbt.default__post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.77192}, "macro.dbt.snapshot_staging_table": {"unique_id": "macro.dbt.snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.772458}, "macro.dbt.default__snapshot_staging_table": {"unique_id": "macro.dbt.default__snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select \n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n \n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n \n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7748082}, "macro.dbt.build_snapshot_table": {"unique_id": "macro.dbt.build_snapshot_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.775297}, "macro.dbt.default__build_snapshot_table": {"unique_id": "macro.dbt.default__build_snapshot_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.775959}, "macro.dbt.build_snapshot_staging_table": {"unique_id": "macro.dbt.build_snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set tmp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, tmp_relation, select) }}\n {% endcall %}\n\n {% do return(tmp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.777101}, "macro.dbt.materialization_snapshot_default": {"unique_id": "macro.dbt.materialization_snapshot_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "name": "materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n\n {% if not adapter.check_schema_exists(model.database, model.schema) %}\n {% do create_schema(model.database, model.schema) %}\n {% endif %}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_sql']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_schema", "macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7941692}, "macro.dbt.materialization_test_default": {"unique_id": "macro.dbt.materialization_test_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "name": "materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type='table') -%} %}\n \n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n \n {% call statement(auto_begin=True) %}\n {{ create_table_as(False, target_relation, sql) }}\n {% endcall %}\n \n {% do relations.append(target_relation) %}\n \n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n \n {{ adapter.commit() }}\n \n {% else %}\n\n {% set main_sql = sql %}\n \n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n \n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7998898}, "macro.dbt.get_test_sql": {"unique_id": "macro.dbt.get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "name": "get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.801226}, "macro.dbt.default__get_test_sql": {"unique_id": "macro.dbt.default__get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "name": "default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8020391}, "macro.dbt.get_where_subquery": {"unique_id": "macro.dbt.get_where_subquery", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "name": "get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.803186}, "macro.dbt.default__get_where_subquery": {"unique_id": "macro.dbt.default__get_where_subquery", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "name": "default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.804178}, "macro.dbt.get_quoted_csv": {"unique_id": "macro.dbt.get_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n \n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.806505}, "macro.dbt.diff_columns": {"unique_id": "macro.dbt.diff_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n \n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n \n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8079581}, "macro.dbt.diff_column_data_types": {"unique_id": "macro.dbt.diff_column_data_types", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n \n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }} \n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.809567}, "macro.dbt.get_merge_sql": {"unique_id": "macro.dbt.get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, predicates=none) -%}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, predicates) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8179982}, "macro.dbt.default__get_merge_sql": {"unique_id": "macro.dbt.default__get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, predicates) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set update_columns = config.get('merge_update_columns', default = dest_columns | map(attribute=\"quoted\") | list) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{ predicates | join(' and ') }}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8210711}, "macro.dbt.get_delete_insert_merge_sql": {"unique_id": "macro.dbt.get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.821682}, "macro.dbt.default__get_delete_insert_merge_sql": {"unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key is not none %}\n delete from {{ target }}\n where ({{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n );\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8228061}, "macro.dbt.get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.823494}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.825151}, "macro.dbt.is_incremental": {"unique_id": "macro.dbt.is_incremental", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "name": "is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8269792}, "macro.dbt.materialization_incremental_default": {"unique_id": "macro.dbt.materialization_incremental_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "name": "materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n {% set unique_key = config.get('unique_key') %}\n\n {% set target_relation = this.incorporate(type='table') %}\n {% set existing_relation = load_relation(this) %}\n {% set tmp_relation = make_temp_relation(target_relation) %}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n\n {% set tmp_identifier = model['name'] + '__dbt_tmp' %}\n {% set backup_identifier = model['name'] + \"__dbt_backup\" %}\n\n -- the intermediate_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {% set preexisting_intermediate_relation = adapter.get_relation(identifier=tmp_identifier, \n schema=schema,\n database=database) %} \n {% set preexisting_backup_relation = adapter.get_relation(identifier=backup_identifier,\n schema=schema,\n database=database) %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {# -- first check whether we want to full refresh for source view or config reasons #}\n {% set trigger_full_refresh = (full_refresh_mode or existing_relation.is_view) %}\n\n {% if existing_relation is none %}\n {% set build_sql = create_table_as(False, target_relation, sql) %}\n{% elif trigger_full_refresh %}\n {#-- Make sure the backup doesn't exist so we don't encounter issues with the rename below #}\n {% set tmp_identifier = model['name'] + '__dbt_tmp' %}\n {% set backup_identifier = model['name'] + '__dbt_backup' %}\n {% set intermediate_relation = existing_relation.incorporate(path={\"identifier\": tmp_identifier}) %}\n {% set backup_relation = existing_relation.incorporate(path={\"identifier\": backup_identifier}) %}\n\n {% set build_sql = create_table_as(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% do to_drop.append(backup_relation) %}\n {% else %}\n {% do run_query(create_table_as(True, tmp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=tmp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n {% set build_sql = get_delete_insert_merge_sql(target_relation, tmp_relation, unique_key, dest_columns) %}\n \n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %} \n {% do adapter.rename_relation(target_relation, backup_relation) %} \n {% do adapter.rename_relation(intermediate_relation, target_relation) %} \n {% endif %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.make_temp_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.create_table_as", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.get_delete_insert_merge_sql", "macro.dbt.statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.840609}, "macro.dbt.incremental_validate_on_schema_change": {"unique_id": "macro.dbt.incremental_validate_on_schema_change", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n \n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n \n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n \n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n \n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8552}, "macro.dbt.check_for_schema_changes": {"unique_id": "macro.dbt.check_for_schema_changes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n \n {% set schema_changed = False %}\n \n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n \n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n \n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.858468}, "macro.dbt.sync_column_schemas": {"unique_id": "macro.dbt.sync_column_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n \n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n \n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n \n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %} \n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n \n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n \n {% do log(schema_change_message) %}\n \n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8616462}, "macro.dbt.process_schema_changes": {"unique_id": "macro.dbt.process_schema_changes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n \n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n \n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n \n {% if schema_changes_dict['schema_changed'] %}\n \n {% if on_schema_change == 'fail' %}\n \n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways: \n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n {% endset %}\n \n {% do exceptions.raise_compiler_error(fail_msg) %}\n \n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n \n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n \n {% endif %}\n \n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n \n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8635662}, "macro.dbt.materialization_table_default": {"unique_id": "macro.dbt.materialization_table_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/table.sql", "original_file_path": "macros/materializations/models/table/table.sql", "name": "materialization_table_default", "macro_sql": "{% materialization table, default %}\n {%- set identifier = model['alias'] -%}\n {%- set tmp_identifier = model['name'] + '__dbt_tmp' -%}\n {%- set backup_identifier = model['name'] + '__dbt_backup' -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier,\n schema=schema,\n database=database,\n type='table') -%}\n {%- set intermediate_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema,\n database=database,\n type='table') -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = adapter.get_relation(identifier=tmp_identifier, \n schema=schema,\n database=database) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if old_relation is none else old_relation.type -%}\n {%- set backup_relation = api.Relation.create(identifier=backup_identifier,\n schema=schema,\n database=database,\n type=backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = adapter.get_relation(identifier=backup_identifier,\n schema=schema,\n database=database) -%}\n\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if old_relation is not none %}\n {{ adapter.rename_relation(old_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.874618}, "macro.dbt.get_create_table_as_sql": {"unique_id": "macro.dbt.get_create_table_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8760588}, "macro.dbt.default__get_create_table_as_sql": {"unique_id": "macro.dbt.default__get_create_table_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.876541}, "macro.dbt.create_table_as": {"unique_id": "macro.dbt.create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, sql) -%}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.877064}, "macro.dbt.default__create_table_as": {"unique_id": "macro.dbt.default__create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n \n {{ sql_header if sql_header is not none }}\n \n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.878151}, "macro.dbt.materialization_view_default": {"unique_id": "macro.dbt.materialization_view_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/view.sql", "original_file_path": "macros/materializations/models/view/view.sql", "name": "materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set identifier = model['alias'] -%}\n {%- set tmp_identifier = model['name'] + '__dbt_tmp' -%}\n {%- set backup_identifier = model['name'] + '__dbt_backup' -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {%- set intermediate_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema, database=database, type='view') -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = adapter.get_relation(identifier=tmp_identifier, \n schema=schema,\n database=database) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"old_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the old_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the old_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if old_relation is none else old_relation.type -%}\n {%- set backup_relation = api.Relation.create(identifier=backup_identifier,\n schema=schema, database=database,\n type=backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = adapter.get_relation(identifier=backup_identifier,\n schema=schema,\n database=database) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ create_view_as(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if old_relation is not none %}\n {{ adapter.rename_relation(old_relation, backup_relation) }}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_view_as", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.888351}, "macro.dbt.handle_existing_table": {"unique_id": "macro.dbt.handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "name": "handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.889299}, "macro.dbt.default__handle_existing_table": {"unique_id": "macro.dbt.default__handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "name": "default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.889876}, "macro.dbt.create_or_replace_view": {"unique_id": "macro.dbt.create_or_replace_view", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/models/view/create_or_replace_view.sql", "name": "create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.895395}, "macro.dbt.get_create_view_as_sql": {"unique_id": "macro.dbt.get_create_view_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8964942}, "macro.dbt.default__get_create_view_as_sql": {"unique_id": "macro.dbt.default__get_create_view_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8969111}, "macro.dbt.create_view_as": {"unique_id": "macro.dbt.create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.897373}, "macro.dbt.default__create_view_as": {"unique_id": "macro.dbt.default__create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }} as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.898056}, "macro.dbt.materialization_seed_default": {"unique_id": "macro.dbt.materialization_seed_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "name": "materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set agate_table = load_agate_table() -%}\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ create_table_sql }};\n -- dbt seed --\n {{ sql }}\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.905844}, "macro.dbt.create_csv_table": {"unique_id": "macro.dbt.create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9181492}, "macro.dbt.default__create_csv_table": {"unique_id": "macro.dbt.default__create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.920773}, "macro.dbt.reset_csv_table": {"unique_id": "macro.dbt.reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.921389}, "macro.dbt.default__reset_csv_table": {"unique_id": "macro.dbt.default__reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.922673}, "macro.dbt.get_binding_char": {"unique_id": "macro.dbt.get_binding_char", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9230442}, "macro.dbt.default__get_binding_char": {"unique_id": "macro.dbt.default__get_binding_char", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.923341}, "macro.dbt.get_batch_size": {"unique_id": "macro.dbt.get_batch_size", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.923764}, "macro.dbt.default__get_batch_size": {"unique_id": "macro.dbt.default__get_batch_size", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.924055}, "macro.dbt.get_seed_column_quoted_csv": {"unique_id": "macro.dbt.get_seed_column_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.925326}, "macro.dbt.load_csv_rows": {"unique_id": "macro.dbt.load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9259362}, "macro.dbt.default__load_csv_rows": {"unique_id": "macro.dbt.default__load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9291992}, "macro.dbt.generate_alias_name": {"unique_id": "macro.dbt.generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "name": "generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9304068}, "macro.dbt.default__generate_alias_name": {"unique_id": "macro.dbt.default__generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "name": "default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name is none -%}\n\n {{ node.name }}\n\n {%- else -%}\n\n {{ custom_alias_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.930997}, "macro.dbt.generate_schema_name": {"unique_id": "macro.dbt.generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.93258}, "macro.dbt.default__generate_schema_name": {"unique_id": "macro.dbt.default__generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.933256}, "macro.dbt.generate_schema_name_for_env": {"unique_id": "macro.dbt.generate_schema_name_for_env", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.933998}, "macro.dbt.generate_database_name": {"unique_id": "macro.dbt.generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "name": "generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.93523}, "macro.dbt.default__generate_database_name": {"unique_id": "macro.dbt.default__generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "name": "default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.93588}, "macro.dbt.default__test_relationships": {"unique_id": "macro.dbt.default__test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "name": "default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9369469}, "macro.dbt.default__test_not_null": {"unique_id": "macro.dbt.default__test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "name": "default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\nselect *\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9375691}, "macro.dbt.default__test_unique": {"unique_id": "macro.dbt.default__test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "name": "default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9383721}, "macro.dbt.default__test_accepted_values": {"unique_id": "macro.dbt.default__test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "name": "default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.940022}, "macro.dbt.statement": {"unique_id": "macro.dbt.statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "statement", "macro_sql": "{% macro statement(name=None, fetch_result=False, auto_begin=True) -%}\n {%- if execute: -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- set res, table = adapter.execute(sql, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.943184}, "macro.dbt.noop_statement": {"unique_id": "macro.dbt.noop_statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.944719}, "macro.dbt.run_query": {"unique_id": "macro.dbt.run_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.94549}, "macro.dbt.convert_datetime": {"unique_id": "macro.dbt.convert_datetime", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.950737}, "macro.dbt.dates_in_range": {"unique_id": "macro.dbt.dates_in_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partiton start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.954061}, "macro.dbt.partition_range": {"unique_id": "macro.dbt.partition_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.956046}, "macro.dbt.py_current_timestring": {"unique_id": "macro.dbt.py_current_timestring", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.956654}, "macro.dbt.create_schema": {"unique_id": "macro.dbt.create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9578362}, "macro.dbt.default__create_schema": {"unique_id": "macro.dbt.default__create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9583108}, "macro.dbt.drop_schema": {"unique_id": "macro.dbt.drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9587321}, "macro.dbt.default__drop_schema": {"unique_id": "macro.dbt.default__drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9592059}, "macro.dbt.get_create_index_sql": {"unique_id": "macro.dbt.get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9605691}, "macro.dbt.default__get_create_index_sql": {"unique_id": "macro.dbt.default__get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9609149}, "macro.dbt.create_indexes": {"unique_id": "macro.dbt.create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9613152}, "macro.dbt.default__create_indexes": {"unique_id": "macro.dbt.default__create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.962351}, "macro.dbt.make_temp_relation": {"unique_id": "macro.dbt.make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9670699}, "macro.dbt.default__make_temp_relation": {"unique_id": "macro.dbt.default__make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {% set tmp_identifier = base_relation.identifier ~ suffix %}\n {% set tmp_relation = base_relation.incorporate(\n path={\"identifier\": tmp_identifier}) -%}\n\n {% do return(tmp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.967857}, "macro.dbt.drop_relation": {"unique_id": "macro.dbt.drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9683268}, "macro.dbt.default__drop_relation": {"unique_id": "macro.dbt.default__drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.968875}, "macro.dbt.truncate_relation": {"unique_id": "macro.dbt.truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.969353}, "macro.dbt.default__truncate_relation": {"unique_id": "macro.dbt.default__truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9697769}, "macro.dbt.rename_relation": {"unique_id": "macro.dbt.rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9703019}, "macro.dbt.default__rename_relation": {"unique_id": "macro.dbt.default__rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.971044}, "macro.dbt.get_or_create_relation": {"unique_id": "macro.dbt.get_or_create_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9716868}, "macro.dbt.default__get_or_create_relation": {"unique_id": "macro.dbt.default__get_or_create_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.973294}, "macro.dbt.load_relation": {"unique_id": "macro.dbt.load_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.973898}, "macro.dbt.drop_relation_if_exists": {"unique_id": "macro.dbt.drop_relation_if_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.974398}, "macro.dbt.current_timestamp": {"unique_id": "macro.dbt.current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "current_timestamp", "macro_sql": "{% macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9758022}, "macro.dbt.default__current_timestamp": {"unique_id": "macro.dbt.default__current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter '+adapter.type()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9761899}, "macro.dbt.collect_freshness": {"unique_id": "macro.dbt.collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9767869}, "macro.dbt.default__collect_freshness": {"unique_id": "macro.dbt.default__collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.977885}, "macro.dbt.alter_column_comment": {"unique_id": "macro.dbt.alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.979867}, "macro.dbt.default__alter_column_comment": {"unique_id": "macro.dbt.default__alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.98031}, "macro.dbt.alter_relation_comment": {"unique_id": "macro.dbt.alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.980829}, "macro.dbt.default__alter_relation_comment": {"unique_id": "macro.dbt.default__alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9812522}, "macro.dbt.persist_docs": {"unique_id": "macro.dbt.persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.981956}, "macro.dbt.default__persist_docs": {"unique_id": "macro.dbt.default__persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9832299}, "macro.dbt.get_catalog": {"unique_id": "macro.dbt.get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9874718}, "macro.dbt.default__get_catalog": {"unique_id": "macro.dbt.default__get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9881449}, "macro.dbt.information_schema_name": {"unique_id": "macro.dbt.information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.98862}, "macro.dbt.default__information_schema_name": {"unique_id": "macro.dbt.default__information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.989036}, "macro.dbt.list_schemas": {"unique_id": "macro.dbt.list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.989502}, "macro.dbt.default__list_schemas": {"unique_id": "macro.dbt.default__list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.990141}, "macro.dbt.check_schema_exists": {"unique_id": "macro.dbt.check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9906712}, "macro.dbt.default__check_schema_exists": {"unique_id": "macro.dbt.default__check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.991599}, "macro.dbt.list_relations_without_caching": {"unique_id": "macro.dbt.list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.992081}, "macro.dbt.default__list_relations_without_caching": {"unique_id": "macro.dbt.default__list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9924932}, "macro.dbt.get_columns_in_relation": {"unique_id": "macro.dbt.get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9975512}, "macro.dbt.default__get_columns_in_relation": {"unique_id": "macro.dbt.default__get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.997951}, "macro.dbt.sql_convert_columns_in_relation": {"unique_id": "macro.dbt.sql_convert_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9987469}, "macro.dbt.get_columns_in_query": {"unique_id": "macro.dbt.get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9992452}, "macro.dbt.default__get_columns_in_query": {"unique_id": "macro.dbt.default__get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n {% endcall %}\n\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058601.000154}, "macro.dbt.alter_column_type": {"unique_id": "macro.dbt.alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058601.0007622}, "macro.dbt.default__alter_column_type": {"unique_id": "macro.dbt.default__alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058601.0023592}, "macro.dbt.alter_relation_add_remove_columns": {"unique_id": "macro.dbt.alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058601.003041}, "macro.dbt.default__alter_relation_add_remove_columns": {"unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n \n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n \n {% set sql -%}\n \n alter {{ relation.type }} {{ relation }}\n \n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n \n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n \n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058601.005121}, "macro.dbt.test_unique": {"unique_id": "macro.dbt.test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058601.006654}, "macro.dbt.test_not_null": {"unique_id": "macro.dbt.test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058601.007256}, "macro.dbt.test_accepted_values": {"unique_id": "macro.dbt.test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058601.007999}, "macro.dbt.test_relationships": {"unique_id": "macro.dbt.test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058601.008718}}, "docs": {"dbt.__overview__": {"unique_id": "dbt.__overview__", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "overview.md", "original_file_path": "docs/overview.md", "name": "__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {}, "metrics": {"metric.test.my_metric": {"fqn": ["test", "my_metric"], "unique_id": "metric.test.my_metric", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "metric.yml", "original_file_path": "models/metric.yml", "model": "ref('my_model')", "name": "my_metric", "description": "", "label": "Count records", "type": "count", "sql": "*", "timestamp": "updated_at", "filters": [], "time_grains": ["day"], "dimensions": [], "resource_type": "metric", "meta": {}, "tags": [], "sources": [], "depends_on": {"macros": [], "nodes": ["model.test.my_model"]}, "refs": [["my_model"]], "created_at": 1663058601.2723079}}, "selectors": {}, "disabled": {}, "parent_map": {"model.test.my_model": [], "metric.test.my_metric": ["model.test.my_model"]}, "child_map": {"model.test.my_model": ["metric.test.my_metric"], "metric.test.my_metric": []}} +{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v4.json", "dbt_version": "1.0.8", "generated_at": "2022-09-13T08:43:20.641750Z", "invocation_id": "5da6faab-41cb-4180-ab19-8375c0e1f1a5", "env": {}, "project_id": "098f6bcd4621d373cade4e832627b4f6", "user_id": null, "send_anonymous_usage_stats": false, "adapter_type": "postgres"}, "nodes": {"model.test.my_model": {"raw_sql": "select 1 as id", "resource_type": "model", "depends_on": {"macros": [], "nodes": []}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "view", "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "on_schema_change": "ignore", "post-hook": [], "pre-hook": []}, "database": "jerco", "schema": "dbt_jcohen", "fqn": ["test", "my_model"], "unique_id": "model.test.my_model", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "my_model.sql", "original_file_path": "models/my_model.sql", "name": "my_model", "alias": "my_model", "checksum": {"name": "sha256", "checksum": "479636cb85ce8d3b0f8db5ff13cf338b61254ad98d905630eac61f963e719e9d"}, "tags": [], "refs": [], "sources": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true}, "patch_path": null, "compiled_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1663058601.2387}}, "sources": {}, "macros": {"macro.dbt_postgres.postgres__get_catalog": {"unique_id": "macro.dbt_postgres.postgres__get_catalog", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "name": "postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n\n {%- call statement('catalog', fetch_result=True) -%}\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n\n where (\n {%- for schema in schemas -%}\n upper(sch.nspname) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table, [m]aterialized view\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.6944451}, "macro.dbt_postgres.postgres_get_relations": {"unique_id": "macro.dbt_postgres.postgres_get_relations", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "name": "postgres_get_relations", "macro_sql": "{% macro postgres_get_relations () -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.696331}, "macro.dbt_postgres.postgres__create_table_as": {"unique_id": "macro.dbt_postgres.postgres__create_table_as", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.712787}, "macro.dbt_postgres.postgres__get_create_index_sql": {"unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.714135}, "macro.dbt_postgres.postgres__create_schema": {"unique_id": "macro.dbt_postgres.postgres__create_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.714985}, "macro.dbt_postgres.postgres__drop_schema": {"unique_id": "macro.dbt_postgres.postgres__drop_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7158241}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.717091}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.718103}, "macro.dbt_postgres.postgres__information_schema_name": {"unique_id": "macro.dbt_postgres.postgres__information_schema_name", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7185578}, "macro.dbt_postgres.postgres__list_schemas": {"unique_id": "macro.dbt_postgres.postgres__list_schemas", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7194948}, "macro.dbt_postgres.postgres__check_schema_exists": {"unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.720533}, "macro.dbt_postgres.postgres__current_timestamp": {"unique_id": "macro.dbt_postgres.postgres__current_timestamp", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.720746}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.72122}, "macro.dbt_postgres.postgres__snapshot_get_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.721492}, "macro.dbt_postgres.postgres__make_temp_relation": {"unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix_length = suffix|length + dtstring|length %}\n {% set relation_max_name_length = 63 %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Temp relation suffix is too long (' ~ suffix|length ~ ' characters). Maximum length is ' ~ (relation_max_name_length - dtstring|length) ~ ' characters.') %}\n {% endif %}\n {% set tmp_identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix ~ dtstring %}\n {% do return(base_relation.incorporate(\n path={\n \"identifier\": tmp_identifier,\n \"schema\": none,\n \"database\": none\n })) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7240572}, "macro.dbt_postgres.postgres_escape_comment": {"unique_id": "macro.dbt_postgres.postgres_escape_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7252119}, "macro.dbt_postgres.postgres__alter_relation_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7258098}, "macro.dbt_postgres.postgres__alter_column_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.727401}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "name": "postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.729517}, "macro.dbt.run_hooks": {"unique_id": "macro.dbt.run_hooks", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.732625}, "macro.dbt.make_hook_config": {"unique_id": "macro.dbt.make_hook_config", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7331321}, "macro.dbt.before_begin": {"unique_id": "macro.dbt.before_begin", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7335098}, "macro.dbt.in_transaction": {"unique_id": "macro.dbt.in_transaction", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.733889}, "macro.dbt.after_commit": {"unique_id": "macro.dbt.after_commit", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7342541}, "macro.dbt.set_sql_header": {"unique_id": "macro.dbt.set_sql_header", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.735413}, "macro.dbt.should_full_refresh": {"unique_id": "macro.dbt.should_full_refresh", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.736206}, "macro.dbt.should_store_failures": {"unique_id": "macro.dbt.should_store_failures", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.737014}, "macro.dbt.snapshot_merge_sql": {"unique_id": "macro.dbt.snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "name": "snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.738338}, "macro.dbt.default__snapshot_merge_sql": {"unique_id": "macro.dbt.default__snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "name": "default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7390552}, "macro.dbt.strategy_dispatch": {"unique_id": "macro.dbt.strategy_dispatch", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7487428}, "macro.dbt.snapshot_hash_arguments": {"unique_id": "macro.dbt.snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7491798}, "macro.dbt.default__snapshot_hash_arguments": {"unique_id": "macro.dbt.default__snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.74975}, "macro.dbt.snapshot_get_time": {"unique_id": "macro.dbt.snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_get_time", "macro_sql": "{% macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7501109}, "macro.dbt.default__snapshot_get_time": {"unique_id": "macro.dbt.default__snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() -%}\n {{ current_timestamp() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7503612}, "macro.dbt.snapshot_timestamp_strategy": {"unique_id": "macro.dbt.snapshot_timestamp_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7524228}, "macro.dbt.snapshot_string_as_time": {"unique_id": "macro.dbt.snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.752844}, "macro.dbt.default__snapshot_string_as_time": {"unique_id": "macro.dbt.default__snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.753275}, "macro.dbt.snapshot_check_all_get_existing_columns": {"unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists) -%}\n {%- set query_columns = get_columns_in_query(node['compiled_sql']) -%}\n {%- if not target_exists -%}\n {# no table yet -> return whatever the query does #}\n {{ return([false, query_columns]) }}\n {%- endif -%}\n {# handle any schema changes #}\n {%- set target_table = node.get('alias', node.get('name')) -%}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=target_table) -%}\n {%- set existing_cols = get_columns_in_query('select * from ' ~ target_relation) -%}\n {%- set ns = namespace() -%} {# handle for-loop scoping with a namespace #}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(col) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return([ns.column_added, intersection]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.755879}, "macro.dbt.snapshot_check_strategy": {"unique_id": "macro.dbt.snapshot_check_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n \n {% set select_current_time -%}\n select {{ snapshot_get_time() }} as snapshot_start\n {%- endset %}\n\n {#-- don't access the column by name, to avoid dealing with casing issues on snowflake #}\n {%- set now = run_query(select_current_time)[0][0] -%}\n {% if now is none or now is undefined -%}\n {%- do exceptions.raise_compiler_error('Could not get a snapshot start time from the database') -%}\n {%- endif %}\n {% set updated_at = config.get('updated_at', snapshot_string_as_time(now)) %}\n\n {% set column_added = false %}\n\n {% if check_cols_config == 'all' %}\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists) %}\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {% set check_cols = check_cols_config %}\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n TRUE\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.run_query", "macro.dbt.snapshot_string_as_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.760828}, "macro.dbt.create_columns": {"unique_id": "macro.dbt.create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7705312}, "macro.dbt.default__create_columns": {"unique_id": "macro.dbt.default__create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7712681}, "macro.dbt.post_snapshot": {"unique_id": "macro.dbt.post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.771702}, "macro.dbt.default__post_snapshot": {"unique_id": "macro.dbt.default__post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.77192}, "macro.dbt.snapshot_staging_table": {"unique_id": "macro.dbt.snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.772458}, "macro.dbt.default__snapshot_staging_table": {"unique_id": "macro.dbt.default__snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select \n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n \n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n \n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7748082}, "macro.dbt.build_snapshot_table": {"unique_id": "macro.dbt.build_snapshot_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.775297}, "macro.dbt.default__build_snapshot_table": {"unique_id": "macro.dbt.default__build_snapshot_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.775959}, "macro.dbt.build_snapshot_staging_table": {"unique_id": "macro.dbt.build_snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set tmp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, tmp_relation, select) }}\n {% endcall %}\n\n {% do return(tmp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.777101}, "macro.dbt.materialization_snapshot_default": {"unique_id": "macro.dbt.materialization_snapshot_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "name": "materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n\n {% if not adapter.check_schema_exists(model.database, model.schema) %}\n {% do create_schema(model.database, model.schema) %}\n {% endif %}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_sql']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_schema", "macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7941692}, "macro.dbt.materialization_test_default": {"unique_id": "macro.dbt.materialization_test_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "name": "materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type='table') -%} %}\n \n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n \n {% call statement(auto_begin=True) %}\n {{ create_table_as(False, target_relation, sql) }}\n {% endcall %}\n \n {% do relations.append(target_relation) %}\n \n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n \n {{ adapter.commit() }}\n \n {% else %}\n\n {% set main_sql = sql %}\n \n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n \n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.7998898}, "macro.dbt.get_test_sql": {"unique_id": "macro.dbt.get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "name": "get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.801226}, "macro.dbt.default__get_test_sql": {"unique_id": "macro.dbt.default__get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "name": "default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8020391}, "macro.dbt.get_where_subquery": {"unique_id": "macro.dbt.get_where_subquery", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "name": "get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.803186}, "macro.dbt.default__get_where_subquery": {"unique_id": "macro.dbt.default__get_where_subquery", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "name": "default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.804178}, "macro.dbt.get_quoted_csv": {"unique_id": "macro.dbt.get_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n \n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.806505}, "macro.dbt.diff_columns": {"unique_id": "macro.dbt.diff_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n \n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n \n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8079581}, "macro.dbt.diff_column_data_types": {"unique_id": "macro.dbt.diff_column_data_types", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n \n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }} \n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.809567}, "macro.dbt.get_merge_sql": {"unique_id": "macro.dbt.get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, predicates=none) -%}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, predicates) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8179982}, "macro.dbt.default__get_merge_sql": {"unique_id": "macro.dbt.default__get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, predicates) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set update_columns = config.get('merge_update_columns', default = dest_columns | map(attribute=\"quoted\") | list) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{ predicates | join(' and ') }}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8210711}, "macro.dbt.get_delete_insert_merge_sql": {"unique_id": "macro.dbt.get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.821682}, "macro.dbt.default__get_delete_insert_merge_sql": {"unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key is not none %}\n delete from {{ target }}\n where ({{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n );\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8228061}, "macro.dbt.get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.823494}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.825151}, "macro.dbt.is_incremental": {"unique_id": "macro.dbt.is_incremental", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "name": "is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8269792}, "macro.dbt.materialization_incremental_default": {"unique_id": "macro.dbt.materialization_incremental_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "name": "materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n {% set unique_key = config.get('unique_key') %}\n\n {% set target_relation = this.incorporate(type='table') %}\n {% set existing_relation = load_relation(this) %}\n {% set tmp_relation = make_temp_relation(target_relation) %}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n\n {% set tmp_identifier = model['name'] + '__dbt_tmp' %}\n {% set backup_identifier = model['name'] + \"__dbt_backup\" %}\n\n -- the intermediate_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {% set preexisting_intermediate_relation = adapter.get_relation(identifier=tmp_identifier, \n schema=schema,\n database=database) %} \n {% set preexisting_backup_relation = adapter.get_relation(identifier=backup_identifier,\n schema=schema,\n database=database) %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {# -- first check whether we want to full refresh for source view or config reasons #}\n {% set trigger_full_refresh = (full_refresh_mode or existing_relation.is_view) %}\n\n {% if existing_relation is none %}\n {% set build_sql = create_table_as(False, target_relation, sql) %}\n{% elif trigger_full_refresh %}\n {#-- Make sure the backup doesn't exist so we don't encounter issues with the rename below #}\n {% set tmp_identifier = model['name'] + '__dbt_tmp' %}\n {% set backup_identifier = model['name'] + '__dbt_backup' %}\n {% set intermediate_relation = existing_relation.incorporate(path={\"identifier\": tmp_identifier}) %}\n {% set backup_relation = existing_relation.incorporate(path={\"identifier\": backup_identifier}) %}\n\n {% set build_sql = create_table_as(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% do to_drop.append(backup_relation) %}\n {% else %}\n {% do run_query(create_table_as(True, tmp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=tmp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n {% set build_sql = get_delete_insert_merge_sql(target_relation, tmp_relation, unique_key, dest_columns) %}\n \n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %} \n {% do adapter.rename_relation(target_relation, backup_relation) %} \n {% do adapter.rename_relation(intermediate_relation, target_relation) %} \n {% endif %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.make_temp_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.create_table_as", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.get_delete_insert_merge_sql", "macro.dbt.statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.840609}, "macro.dbt.incremental_validate_on_schema_change": {"unique_id": "macro.dbt.incremental_validate_on_schema_change", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n \n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n \n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n \n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n \n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8552}, "macro.dbt.check_for_schema_changes": {"unique_id": "macro.dbt.check_for_schema_changes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n \n {% set schema_changed = False %}\n \n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n \n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n \n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.858468}, "macro.dbt.sync_column_schemas": {"unique_id": "macro.dbt.sync_column_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n \n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n \n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n \n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %} \n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n \n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n \n {% do log(schema_change_message) %}\n \n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8616462}, "macro.dbt.process_schema_changes": {"unique_id": "macro.dbt.process_schema_changes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n \n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n \n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n \n {% if schema_changes_dict['schema_changed'] %}\n \n {% if on_schema_change == 'fail' %}\n \n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways: \n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n {% endset %}\n \n {% do exceptions.raise_compiler_error(fail_msg) %}\n \n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n \n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n \n {% endif %}\n \n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n \n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8635662}, "macro.dbt.materialization_table_default": {"unique_id": "macro.dbt.materialization_table_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/table.sql", "original_file_path": "macros/materializations/models/table/table.sql", "name": "materialization_table_default", "macro_sql": "{% materialization table, default %}\n {%- set identifier = model['alias'] -%}\n {%- set tmp_identifier = model['name'] + '__dbt_tmp' -%}\n {%- set backup_identifier = model['name'] + '__dbt_backup' -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier,\n schema=schema,\n database=database,\n type='table') -%}\n {%- set intermediate_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema,\n database=database,\n type='table') -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = adapter.get_relation(identifier=tmp_identifier, \n schema=schema,\n database=database) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if old_relation is none else old_relation.type -%}\n {%- set backup_relation = api.Relation.create(identifier=backup_identifier,\n schema=schema,\n database=database,\n type=backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = adapter.get_relation(identifier=backup_identifier,\n schema=schema,\n database=database) -%}\n\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if old_relation is not none %}\n {{ adapter.rename_relation(old_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.874618}, "macro.dbt.get_create_table_as_sql": {"unique_id": "macro.dbt.get_create_table_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8760588}, "macro.dbt.default__get_create_table_as_sql": {"unique_id": "macro.dbt.default__get_create_table_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.876541}, "macro.dbt.create_table_as": {"unique_id": "macro.dbt.create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, sql) -%}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.877064}, "macro.dbt.default__create_table_as": {"unique_id": "macro.dbt.default__create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n \n {{ sql_header if sql_header is not none }}\n \n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.878151}, "macro.dbt.materialization_view_default": {"unique_id": "macro.dbt.materialization_view_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/view.sql", "original_file_path": "macros/materializations/models/view/view.sql", "name": "materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set identifier = model['alias'] -%}\n {%- set tmp_identifier = model['name'] + '__dbt_tmp' -%}\n {%- set backup_identifier = model['name'] + '__dbt_backup' -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {%- set intermediate_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema, database=database, type='view') -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = adapter.get_relation(identifier=tmp_identifier, \n schema=schema,\n database=database) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"old_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the old_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the old_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if old_relation is none else old_relation.type -%}\n {%- set backup_relation = api.Relation.create(identifier=backup_identifier,\n schema=schema, database=database,\n type=backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = adapter.get_relation(identifier=backup_identifier,\n schema=schema,\n database=database) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ create_view_as(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if old_relation is not none %}\n {{ adapter.rename_relation(old_relation, backup_relation) }}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_view_as", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.888351}, "macro.dbt.handle_existing_table": {"unique_id": "macro.dbt.handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "name": "handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.889299}, "macro.dbt.default__handle_existing_table": {"unique_id": "macro.dbt.default__handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "name": "default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.889876}, "macro.dbt.create_or_replace_view": {"unique_id": "macro.dbt.create_or_replace_view", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/models/view/create_or_replace_view.sql", "name": "create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.895395}, "macro.dbt.get_create_view_as_sql": {"unique_id": "macro.dbt.get_create_view_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8964942}, "macro.dbt.default__get_create_view_as_sql": {"unique_id": "macro.dbt.default__get_create_view_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.8969111}, "macro.dbt.create_view_as": {"unique_id": "macro.dbt.create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.897373}, "macro.dbt.default__create_view_as": {"unique_id": "macro.dbt.default__create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }} as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.898056}, "macro.dbt.materialization_seed_default": {"unique_id": "macro.dbt.materialization_seed_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "name": "materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set agate_table = load_agate_table() -%}\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ create_table_sql }};\n -- dbt seed --\n {{ sql }}\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.905844}, "macro.dbt.create_csv_table": {"unique_id": "macro.dbt.create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9181492}, "macro.dbt.default__create_csv_table": {"unique_id": "macro.dbt.default__create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.920773}, "macro.dbt.reset_csv_table": {"unique_id": "macro.dbt.reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.921389}, "macro.dbt.default__reset_csv_table": {"unique_id": "macro.dbt.default__reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.922673}, "macro.dbt.get_binding_char": {"unique_id": "macro.dbt.get_binding_char", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9230442}, "macro.dbt.default__get_binding_char": {"unique_id": "macro.dbt.default__get_binding_char", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.923341}, "macro.dbt.get_batch_size": {"unique_id": "macro.dbt.get_batch_size", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.923764}, "macro.dbt.default__get_batch_size": {"unique_id": "macro.dbt.default__get_batch_size", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.924055}, "macro.dbt.get_seed_column_quoted_csv": {"unique_id": "macro.dbt.get_seed_column_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.925326}, "macro.dbt.load_csv_rows": {"unique_id": "macro.dbt.load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9259362}, "macro.dbt.default__load_csv_rows": {"unique_id": "macro.dbt.default__load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9291992}, "macro.dbt.generate_alias_name": {"unique_id": "macro.dbt.generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "name": "generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9304068}, "macro.dbt.default__generate_alias_name": {"unique_id": "macro.dbt.default__generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "name": "default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name is none -%}\n\n {{ node.name }}\n\n {%- else -%}\n\n {{ custom_alias_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.930997}, "macro.dbt.generate_schema_name": {"unique_id": "macro.dbt.generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.93258}, "macro.dbt.default__generate_schema_name": {"unique_id": "macro.dbt.default__generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.933256}, "macro.dbt.generate_schema_name_for_env": {"unique_id": "macro.dbt.generate_schema_name_for_env", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.933998}, "macro.dbt.generate_database_name": {"unique_id": "macro.dbt.generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "name": "generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.93523}, "macro.dbt.default__generate_database_name": {"unique_id": "macro.dbt.default__generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "name": "default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.93588}, "macro.dbt.default__test_relationships": {"unique_id": "macro.dbt.default__test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "name": "default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9369469}, "macro.dbt.default__test_not_null": {"unique_id": "macro.dbt.default__test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "name": "default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\nselect *\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9375691}, "macro.dbt.default__test_unique": {"unique_id": "macro.dbt.default__test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "name": "default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9383721}, "macro.dbt.default__test_accepted_values": {"unique_id": "macro.dbt.default__test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "name": "default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.940022}, "macro.dbt.statement": {"unique_id": "macro.dbt.statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "statement", "macro_sql": "{% macro statement(name=None, fetch_result=False, auto_begin=True) -%}\n {%- if execute: -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- set res, table = adapter.execute(sql, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.943184}, "macro.dbt.noop_statement": {"unique_id": "macro.dbt.noop_statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.944719}, "macro.dbt.run_query": {"unique_id": "macro.dbt.run_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.94549}, "macro.dbt.convert_datetime": {"unique_id": "macro.dbt.convert_datetime", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.950737}, "macro.dbt.dates_in_range": {"unique_id": "macro.dbt.dates_in_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.954061}, "macro.dbt.partition_range": {"unique_id": "macro.dbt.partition_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.956046}, "macro.dbt.py_current_timestring": {"unique_id": "macro.dbt.py_current_timestring", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.956654}, "macro.dbt.create_schema": {"unique_id": "macro.dbt.create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9578362}, "macro.dbt.default__create_schema": {"unique_id": "macro.dbt.default__create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9583108}, "macro.dbt.drop_schema": {"unique_id": "macro.dbt.drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9587321}, "macro.dbt.default__drop_schema": {"unique_id": "macro.dbt.default__drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9592059}, "macro.dbt.get_create_index_sql": {"unique_id": "macro.dbt.get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9605691}, "macro.dbt.default__get_create_index_sql": {"unique_id": "macro.dbt.default__get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9609149}, "macro.dbt.create_indexes": {"unique_id": "macro.dbt.create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9613152}, "macro.dbt.default__create_indexes": {"unique_id": "macro.dbt.default__create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.962351}, "macro.dbt.make_temp_relation": {"unique_id": "macro.dbt.make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9670699}, "macro.dbt.default__make_temp_relation": {"unique_id": "macro.dbt.default__make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {% set tmp_identifier = base_relation.identifier ~ suffix %}\n {% set tmp_relation = base_relation.incorporate(\n path={\"identifier\": tmp_identifier}) -%}\n\n {% do return(tmp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.967857}, "macro.dbt.drop_relation": {"unique_id": "macro.dbt.drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9683268}, "macro.dbt.default__drop_relation": {"unique_id": "macro.dbt.default__drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.968875}, "macro.dbt.truncate_relation": {"unique_id": "macro.dbt.truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.969353}, "macro.dbt.default__truncate_relation": {"unique_id": "macro.dbt.default__truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9697769}, "macro.dbt.rename_relation": {"unique_id": "macro.dbt.rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9703019}, "macro.dbt.default__rename_relation": {"unique_id": "macro.dbt.default__rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.971044}, "macro.dbt.get_or_create_relation": {"unique_id": "macro.dbt.get_or_create_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9716868}, "macro.dbt.default__get_or_create_relation": {"unique_id": "macro.dbt.default__get_or_create_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.973294}, "macro.dbt.load_relation": {"unique_id": "macro.dbt.load_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.973898}, "macro.dbt.drop_relation_if_exists": {"unique_id": "macro.dbt.drop_relation_if_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.974398}, "macro.dbt.current_timestamp": {"unique_id": "macro.dbt.current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "current_timestamp", "macro_sql": "{% macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9758022}, "macro.dbt.default__current_timestamp": {"unique_id": "macro.dbt.default__current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter '+adapter.type()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9761899}, "macro.dbt.collect_freshness": {"unique_id": "macro.dbt.collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9767869}, "macro.dbt.default__collect_freshness": {"unique_id": "macro.dbt.default__collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.977885}, "macro.dbt.alter_column_comment": {"unique_id": "macro.dbt.alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.979867}, "macro.dbt.default__alter_column_comment": {"unique_id": "macro.dbt.default__alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.98031}, "macro.dbt.alter_relation_comment": {"unique_id": "macro.dbt.alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.980829}, "macro.dbt.default__alter_relation_comment": {"unique_id": "macro.dbt.default__alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9812522}, "macro.dbt.persist_docs": {"unique_id": "macro.dbt.persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.981956}, "macro.dbt.default__persist_docs": {"unique_id": "macro.dbt.default__persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9832299}, "macro.dbt.get_catalog": {"unique_id": "macro.dbt.get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9874718}, "macro.dbt.default__get_catalog": {"unique_id": "macro.dbt.default__get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9881449}, "macro.dbt.information_schema_name": {"unique_id": "macro.dbt.information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.98862}, "macro.dbt.default__information_schema_name": {"unique_id": "macro.dbt.default__information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.989036}, "macro.dbt.list_schemas": {"unique_id": "macro.dbt.list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.989502}, "macro.dbt.default__list_schemas": {"unique_id": "macro.dbt.default__list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.990141}, "macro.dbt.check_schema_exists": {"unique_id": "macro.dbt.check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9906712}, "macro.dbt.default__check_schema_exists": {"unique_id": "macro.dbt.default__check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.991599}, "macro.dbt.list_relations_without_caching": {"unique_id": "macro.dbt.list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.992081}, "macro.dbt.default__list_relations_without_caching": {"unique_id": "macro.dbt.default__list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9924932}, "macro.dbt.get_columns_in_relation": {"unique_id": "macro.dbt.get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9975512}, "macro.dbt.default__get_columns_in_relation": {"unique_id": "macro.dbt.default__get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.997951}, "macro.dbt.sql_convert_columns_in_relation": {"unique_id": "macro.dbt.sql_convert_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9987469}, "macro.dbt.get_columns_in_query": {"unique_id": "macro.dbt.get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058600.9992452}, "macro.dbt.default__get_columns_in_query": {"unique_id": "macro.dbt.default__get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n {% endcall %}\n\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058601.000154}, "macro.dbt.alter_column_type": {"unique_id": "macro.dbt.alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058601.0007622}, "macro.dbt.default__alter_column_type": {"unique_id": "macro.dbt.default__alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058601.0023592}, "macro.dbt.alter_relation_add_remove_columns": {"unique_id": "macro.dbt.alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058601.003041}, "macro.dbt.default__alter_relation_add_remove_columns": {"unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n \n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n \n {% set sql -%}\n \n alter {{ relation.type }} {{ relation }}\n \n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n \n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n \n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058601.005121}, "macro.dbt.test_unique": {"unique_id": "macro.dbt.test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058601.006654}, "macro.dbt.test_not_null": {"unique_id": "macro.dbt.test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058601.007256}, "macro.dbt.test_accepted_values": {"unique_id": "macro.dbt.test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058601.007999}, "macro.dbt.test_relationships": {"unique_id": "macro.dbt.test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058601.008718}}, "docs": {"dbt.__overview__": {"unique_id": "dbt.__overview__", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "overview.md", "original_file_path": "docs/overview.md", "name": "__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {}, "metrics": {"metric.test.my_metric": {"fqn": ["test", "my_metric"], "unique_id": "metric.test.my_metric", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "metric.yml", "original_file_path": "models/metric.yml", "model": "ref('my_model')", "name": "my_metric", "description": "", "label": "Count records", "type": "count", "sql": "*", "timestamp": "updated_at", "filters": [], "time_grains": ["day"], "dimensions": [], "resource_type": "metric", "meta": {}, "tags": [], "sources": [], "depends_on": {"macros": [], "nodes": ["model.test.my_model"]}, "refs": [["my_model"]], "created_at": 1663058601.2723079}}, "selectors": {}, "disabled": {}, "parent_map": {"model.test.my_model": [], "metric.test.my_metric": ["model.test.my_model"]}, "child_map": {"model.test.my_model": ["metric.test.my_metric"], "metric.test.my_metric": []}} diff --git a/tests/functional/artifacts/data/state/v5/manifest.json b/tests/functional/artifacts/data/state/v5/manifest.json index 4b542d07319..d6662b2a61e 100644 --- a/tests/functional/artifacts/data/state/v5/manifest.json +++ b/tests/functional/artifacts/data/state/v5/manifest.json @@ -1 +1 @@ -{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v5.json", "dbt_version": "1.1.2", "generated_at": "2022-09-13T08:43:05.173401Z", "invocation_id": "46690f0c-35b6-44f7-95bc-3a91cbf87484", "env": {}, "project_id": "098f6bcd4621d373cade4e832627b4f6", "user_id": null, "send_anonymous_usage_stats": false, "adapter_type": "postgres"}, "nodes": {"model.test.my_model": {"raw_sql": "select 1 as id", "resource_type": "model", "depends_on": {"macros": [], "nodes": []}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "view", "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "post-hook": [], "pre-hook": []}, "database": "jerco", "schema": "dbt_jcohen", "fqn": ["test", "my_model"], "unique_id": "model.test.my_model", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "my_model.sql", "original_file_path": "models/my_model.sql", "name": "my_model", "alias": "my_model", "checksum": {"name": "sha256", "checksum": "479636cb85ce8d3b0f8db5ff13cf338b61254ad98d905630eac61f963e719e9d"}, "tags": [], "refs": [], "sources": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true}, "patch_path": null, "compiled_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1663058585.790391}}, "sources": {}, "macros": {"macro.dbt_postgres.postgres__get_catalog": {"unique_id": "macro.dbt_postgres.postgres__get_catalog", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "name": "postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n\n {%- call statement('catalog', fetch_result=True) -%}\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n\n where (\n {%- for schema in schemas -%}\n upper(sch.nspname) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table, [m]aterialized view\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.2411761}, "macro.dbt_postgres.postgres_get_relations": {"unique_id": "macro.dbt_postgres.postgres_get_relations", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "name": "postgres_get_relations", "macro_sql": "{% macro postgres_get_relations () -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.2429922}, "macro.dbt_postgres.postgres__create_table_as": {"unique_id": "macro.dbt_postgres.postgres__create_table_as", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.258873}, "macro.dbt_postgres.postgres__get_create_index_sql": {"unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.260246}, "macro.dbt_postgres.postgres__create_schema": {"unique_id": "macro.dbt_postgres.postgres__create_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.261101}, "macro.dbt_postgres.postgres__drop_schema": {"unique_id": "macro.dbt_postgres.postgres__drop_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.2619379}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.263221}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.264239}, "macro.dbt_postgres.postgres__information_schema_name": {"unique_id": "macro.dbt_postgres.postgres__information_schema_name", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.264697}, "macro.dbt_postgres.postgres__list_schemas": {"unique_id": "macro.dbt_postgres.postgres__list_schemas", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.265624}, "macro.dbt_postgres.postgres__check_schema_exists": {"unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.2666838}, "macro.dbt_postgres.postgres__current_timestamp": {"unique_id": "macro.dbt_postgres.postgres__current_timestamp", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.266898}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.2673979}, "macro.dbt_postgres.postgres__snapshot_get_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.267664}, "macro.dbt_postgres.postgres__make_temp_relation": {"unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix_length = suffix|length + dtstring|length %}\n {% set relation_max_name_length = 63 %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Temp relation suffix is too long (' ~ suffix|length ~ ' characters). Maximum length is ' ~ (relation_max_name_length - dtstring|length) ~ ' characters.') %}\n {% endif %}\n {% set tmp_identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix ~ dtstring %}\n {% do return(base_relation.incorporate(\n path={\n \"identifier\": tmp_identifier,\n \"schema\": none,\n \"database\": none\n })) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.270232}, "macro.dbt_postgres.postgres_escape_comment": {"unique_id": "macro.dbt_postgres.postgres_escape_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.271394}, "macro.dbt_postgres.postgres__alter_relation_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.271986}, "macro.dbt_postgres.postgres__alter_column_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.273597}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "name": "postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.275718}, "macro.dbt.run_hooks": {"unique_id": "macro.dbt.run_hooks", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.278846}, "macro.dbt.make_hook_config": {"unique_id": "macro.dbt.make_hook_config", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.2793732}, "macro.dbt.before_begin": {"unique_id": "macro.dbt.before_begin", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.2797408}, "macro.dbt.in_transaction": {"unique_id": "macro.dbt.in_transaction", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.280107}, "macro.dbt.after_commit": {"unique_id": "macro.dbt.after_commit", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.280468}, "macro.dbt.set_sql_header": {"unique_id": "macro.dbt.set_sql_header", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.28161}, "macro.dbt.should_full_refresh": {"unique_id": "macro.dbt.should_full_refresh", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.28241}, "macro.dbt.should_store_failures": {"unique_id": "macro.dbt.should_store_failures", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.283215}, "macro.dbt.snapshot_merge_sql": {"unique_id": "macro.dbt.snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "name": "snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.284517}, "macro.dbt.default__snapshot_merge_sql": {"unique_id": "macro.dbt.default__snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "name": "default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.285232}, "macro.dbt.strategy_dispatch": {"unique_id": "macro.dbt.strategy_dispatch", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.2955132}, "macro.dbt.snapshot_hash_arguments": {"unique_id": "macro.dbt.snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.295966}, "macro.dbt.default__snapshot_hash_arguments": {"unique_id": "macro.dbt.default__snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.296581}, "macro.dbt.snapshot_get_time": {"unique_id": "macro.dbt.snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_get_time", "macro_sql": "{% macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.2969642}, "macro.dbt.default__snapshot_get_time": {"unique_id": "macro.dbt.default__snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() -%}\n {{ current_timestamp() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.297218}, "macro.dbt.snapshot_timestamp_strategy": {"unique_id": "macro.dbt.snapshot_timestamp_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.29933}, "macro.dbt.snapshot_string_as_time": {"unique_id": "macro.dbt.snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.2997508}, "macro.dbt.default__snapshot_string_as_time": {"unique_id": "macro.dbt.default__snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.3001878}, "macro.dbt.snapshot_check_all_get_existing_columns": {"unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists) -%}\n {%- set query_columns = get_columns_in_query(node['compiled_sql']) -%}\n {%- if not target_exists -%}\n {# no table yet -> return whatever the query does #}\n {{ return([false, query_columns]) }}\n {%- endif -%}\n {# handle any schema changes #}\n {%- set target_table = node.get('alias', node.get('name')) -%}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=target_table) -%}\n {%- set existing_cols = get_columns_in_query('select * from ' ~ target_relation) -%}\n {%- set ns = namespace() -%} {# handle for-loop scoping with a namespace #}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(col) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return([ns.column_added, intersection]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.3028228}, "macro.dbt.snapshot_check_strategy": {"unique_id": "macro.dbt.snapshot_check_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% if check_cols_config == 'all' %}\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists) %}\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {% set check_cols = check_cols_config %}\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.3070579}, "macro.dbt.create_columns": {"unique_id": "macro.dbt.create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.3179069}, "macro.dbt.default__create_columns": {"unique_id": "macro.dbt.default__create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.318669}, "macro.dbt.post_snapshot": {"unique_id": "macro.dbt.post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.3191}, "macro.dbt.default__post_snapshot": {"unique_id": "macro.dbt.default__post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.3193212}, "macro.dbt.get_true_sql": {"unique_id": "macro.dbt.get_true_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.319695}, "macro.dbt.default__get_true_sql": {"unique_id": "macro.dbt.default__get_true_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.319982}, "macro.dbt.snapshot_staging_table": {"unique_id": "macro.dbt.snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.320519}, "macro.dbt.default__snapshot_staging_table": {"unique_id": "macro.dbt.default__snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.322867}, "macro.dbt.build_snapshot_table": {"unique_id": "macro.dbt.build_snapshot_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.323358}, "macro.dbt.default__build_snapshot_table": {"unique_id": "macro.dbt.default__build_snapshot_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.324033}, "macro.dbt.build_snapshot_staging_table": {"unique_id": "macro.dbt.build_snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set tmp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, tmp_relation, select) }}\n {% endcall %}\n\n {% do return(tmp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.325182}, "macro.dbt.materialization_snapshot_default": {"unique_id": "macro.dbt.materialization_snapshot_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "name": "materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_sql']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.34037}, "macro.dbt.materialization_test_default": {"unique_id": "macro.dbt.materialization_test_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "name": "materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type='table') -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ create_table_as(False, target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.346029}, "macro.dbt.get_test_sql": {"unique_id": "macro.dbt.get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "name": "get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.3473558}, "macro.dbt.default__get_test_sql": {"unique_id": "macro.dbt.default__get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "name": "default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.348177}, "macro.dbt.get_where_subquery": {"unique_id": "macro.dbt.get_where_subquery", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "name": "get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.349312}, "macro.dbt.default__get_where_subquery": {"unique_id": "macro.dbt.default__get_where_subquery", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "name": "default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.350326}, "macro.dbt.get_quoted_csv": {"unique_id": "macro.dbt.get_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.352607}, "macro.dbt.diff_columns": {"unique_id": "macro.dbt.diff_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.35407}, "macro.dbt.diff_column_data_types": {"unique_id": "macro.dbt.diff_column_data_types", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.3557}, "macro.dbt.get_merge_sql": {"unique_id": "macro.dbt.get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, predicates=none) -%}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, predicates) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.370045}, "macro.dbt.default__get_merge_sql": {"unique_id": "macro.dbt.default__get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, predicates) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set update_columns = config.get('merge_update_columns', default = dest_columns | map(attribute=\"quoted\") | list) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{ predicates | join(' and ') }}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.374055}, "macro.dbt.get_delete_insert_merge_sql": {"unique_id": "macro.dbt.get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.401227}, "macro.dbt.default__get_delete_insert_merge_sql": {"unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last }}\n {% endfor %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n );\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.4033751}, "macro.dbt.get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.4041102}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.405853}, "macro.dbt.is_incremental": {"unique_id": "macro.dbt.is_incremental", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "name": "is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.4078321}, "macro.dbt.materialization_incremental_default": {"unique_id": "macro.dbt.materialization_incremental_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "name": "materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n {% set unique_key = config.get('unique_key') %}\n\n {% set target_relation = this.incorporate(type='table') %}\n {% set existing_relation = load_relation(this) %}\n {% set tmp_relation = make_temp_relation(target_relation) %}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n\n {% set tmp_identifier = model['name'] + '__dbt_tmp' %}\n {% set backup_identifier = model['name'] + \"__dbt_backup\" %}\n\n -- the intermediate_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {% set preexisting_intermediate_relation = adapter.get_relation(identifier=tmp_identifier,\n schema=schema,\n database=database) %}\n {% set preexisting_backup_relation = adapter.get_relation(identifier=backup_identifier,\n schema=schema,\n database=database) %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {# -- first check whether we want to full refresh for source view or config reasons #}\n {% set trigger_full_refresh = (full_refresh_mode or existing_relation.is_view) %}\n\n {% if existing_relation is none %}\n {% set build_sql = create_table_as(False, target_relation, sql) %}\n{% elif trigger_full_refresh %}\n {#-- Make sure the backup doesn't exist so we don't encounter issues with the rename below #}\n {% set tmp_identifier = model['name'] + '__dbt_tmp' %}\n {% set backup_identifier = model['name'] + '__dbt_backup' %}\n {% set intermediate_relation = existing_relation.incorporate(path={\"identifier\": tmp_identifier}) %}\n {% set backup_relation = existing_relation.incorporate(path={\"identifier\": backup_identifier}) %}\n\n {% set build_sql = create_table_as(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% do to_drop.append(backup_relation) %}\n {% else %}\n {% do run_query(create_table_as(True, tmp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=tmp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n {% set build_sql = get_delete_insert_merge_sql(target_relation, tmp_relation, unique_key, dest_columns) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% endif %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.make_temp_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.create_table_as", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.get_delete_insert_merge_sql", "macro.dbt.statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.421077}, "macro.dbt.incremental_validate_on_schema_change": {"unique_id": "macro.dbt.incremental_validate_on_schema_change", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.434217}, "macro.dbt.check_for_schema_changes": {"unique_id": "macro.dbt.check_for_schema_changes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.43755}, "macro.dbt.sync_column_schemas": {"unique_id": "macro.dbt.sync_column_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.440778}, "macro.dbt.process_schema_changes": {"unique_id": "macro.dbt.process_schema_changes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.442719}, "macro.dbt.materialization_table_default": {"unique_id": "macro.dbt.materialization_table_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/table.sql", "original_file_path": "macros/materializations/models/table/table.sql", "name": "materialization_table_default", "macro_sql": "{% materialization table, default %}\n {%- set identifier = model['alias'] -%}\n {%- set tmp_identifier = model['name'] + '__dbt_tmp' -%}\n {%- set backup_identifier = model['name'] + '__dbt_backup' -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier,\n schema=schema,\n database=database,\n type='table') -%}\n {%- set intermediate_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema,\n database=database,\n type='table') -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = adapter.get_relation(identifier=tmp_identifier,\n schema=schema,\n database=database) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if old_relation is none else old_relation.type -%}\n {%- set backup_relation = api.Relation.create(identifier=backup_identifier,\n schema=schema,\n database=database,\n type=backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = adapter.get_relation(identifier=backup_identifier,\n schema=schema,\n database=database) -%}\n\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if old_relation is not none %}\n {{ adapter.rename_relation(old_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.452991}, "macro.dbt.get_create_table_as_sql": {"unique_id": "macro.dbt.get_create_table_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.454284}, "macro.dbt.default__get_create_table_as_sql": {"unique_id": "macro.dbt.default__get_create_table_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.454771}, "macro.dbt.create_table_as": {"unique_id": "macro.dbt.create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, sql) -%}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.455303}, "macro.dbt.default__create_table_as": {"unique_id": "macro.dbt.default__create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.456414}, "macro.dbt.materialization_view_default": {"unique_id": "macro.dbt.materialization_view_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/view.sql", "original_file_path": "macros/materializations/models/view/view.sql", "name": "materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set identifier = model['alias'] -%}\n {%- set tmp_identifier = model['name'] + '__dbt_tmp' -%}\n {%- set backup_identifier = model['name'] + '__dbt_backup' -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {%- set intermediate_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema, database=database, type='view') -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = adapter.get_relation(identifier=tmp_identifier,\n schema=schema,\n database=database) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"old_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the old_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the old_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if old_relation is none else old_relation.type -%}\n {%- set backup_relation = api.Relation.create(identifier=backup_identifier,\n schema=schema, database=database,\n type=backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = adapter.get_relation(identifier=backup_identifier,\n schema=schema,\n database=database) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ create_view_as(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if old_relation is not none %}\n {{ adapter.rename_relation(old_relation, backup_relation) }}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_view_as", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.4662242}, "macro.dbt.handle_existing_table": {"unique_id": "macro.dbt.handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "name": "handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.467168}, "macro.dbt.default__handle_existing_table": {"unique_id": "macro.dbt.default__handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "name": "default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.46778}, "macro.dbt.create_or_replace_view": {"unique_id": "macro.dbt.create_or_replace_view", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/models/view/create_or_replace_view.sql", "name": "create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.4711108}, "macro.dbt.get_create_view_as_sql": {"unique_id": "macro.dbt.get_create_view_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.4722078}, "macro.dbt.default__get_create_view_as_sql": {"unique_id": "macro.dbt.default__get_create_view_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.472634}, "macro.dbt.create_view_as": {"unique_id": "macro.dbt.create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.473103}, "macro.dbt.default__create_view_as": {"unique_id": "macro.dbt.default__create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }} as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.473792}, "macro.dbt.materialization_seed_default": {"unique_id": "macro.dbt.materialization_seed_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "name": "materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set agate_table = load_agate_table() -%}\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ create_table_sql }};\n -- dbt seed --\n {{ sql }}\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.4816241}, "macro.dbt.create_csv_table": {"unique_id": "macro.dbt.create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.493353}, "macro.dbt.default__create_csv_table": {"unique_id": "macro.dbt.default__create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.495795}, "macro.dbt.reset_csv_table": {"unique_id": "macro.dbt.reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.4964218}, "macro.dbt.default__reset_csv_table": {"unique_id": "macro.dbt.default__reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.497696}, "macro.dbt.get_binding_char": {"unique_id": "macro.dbt.get_binding_char", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.498073}, "macro.dbt.default__get_binding_char": {"unique_id": "macro.dbt.default__get_binding_char", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.498365}, "macro.dbt.get_batch_size": {"unique_id": "macro.dbt.get_batch_size", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.498788}, "macro.dbt.default__get_batch_size": {"unique_id": "macro.dbt.default__get_batch_size", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.499098}, "macro.dbt.get_seed_column_quoted_csv": {"unique_id": "macro.dbt.get_seed_column_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.500374}, "macro.dbt.load_csv_rows": {"unique_id": "macro.dbt.load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.500983}, "macro.dbt.default__load_csv_rows": {"unique_id": "macro.dbt.default__load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5042381}, "macro.dbt.generate_alias_name": {"unique_id": "macro.dbt.generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "name": "generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5054028}, "macro.dbt.default__generate_alias_name": {"unique_id": "macro.dbt.default__generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "name": "default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name is none -%}\n\n {{ node.name }}\n\n {%- else -%}\n\n {{ custom_alias_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.505999}, "macro.dbt.generate_schema_name": {"unique_id": "macro.dbt.generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.507547}, "macro.dbt.default__generate_schema_name": {"unique_id": "macro.dbt.default__generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.508227}, "macro.dbt.generate_schema_name_for_env": {"unique_id": "macro.dbt.generate_schema_name_for_env", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.508971}, "macro.dbt.generate_database_name": {"unique_id": "macro.dbt.generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "name": "generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5101619}, "macro.dbt.default__generate_database_name": {"unique_id": "macro.dbt.default__generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "name": "default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.510827}, "macro.dbt.default__test_relationships": {"unique_id": "macro.dbt.default__test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "name": "default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.511889}, "macro.dbt.default__test_not_null": {"unique_id": "macro.dbt.default__test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "name": "default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5128162}, "macro.dbt.default__test_unique": {"unique_id": "macro.dbt.default__test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "name": "default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5136151}, "macro.dbt.default__test_accepted_values": {"unique_id": "macro.dbt.default__test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "name": "default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.515251}, "macro.dbt.statement": {"unique_id": "macro.dbt.statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "statement", "macro_sql": "{% macro statement(name=None, fetch_result=False, auto_begin=True) -%}\n {%- if execute: -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- set res, table = adapter.execute(sql, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.518385}, "macro.dbt.noop_statement": {"unique_id": "macro.dbt.noop_statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.519926}, "macro.dbt.run_query": {"unique_id": "macro.dbt.run_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5207071}, "macro.dbt.convert_datetime": {"unique_id": "macro.dbt.convert_datetime", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.525802}, "macro.dbt.dates_in_range": {"unique_id": "macro.dbt.dates_in_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partiton start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.52915}, "macro.dbt.partition_range": {"unique_id": "macro.dbt.partition_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.53116}, "macro.dbt.py_current_timestring": {"unique_id": "macro.dbt.py_current_timestring", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5317729}, "macro.dbt.create_schema": {"unique_id": "macro.dbt.create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.532931}, "macro.dbt.default__create_schema": {"unique_id": "macro.dbt.default__create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.533409}, "macro.dbt.drop_schema": {"unique_id": "macro.dbt.drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.533822}, "macro.dbt.default__drop_schema": {"unique_id": "macro.dbt.default__drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5342898}, "macro.dbt.get_create_index_sql": {"unique_id": "macro.dbt.get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5356438}, "macro.dbt.default__get_create_index_sql": {"unique_id": "macro.dbt.default__get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.536011}, "macro.dbt.create_indexes": {"unique_id": "macro.dbt.create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.536417}, "macro.dbt.default__create_indexes": {"unique_id": "macro.dbt.default__create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5374599}, "macro.dbt.make_temp_relation": {"unique_id": "macro.dbt.make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.542093}, "macro.dbt.default__make_temp_relation": {"unique_id": "macro.dbt.default__make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {% set tmp_identifier = base_relation.identifier ~ suffix %}\n {% set tmp_relation = base_relation.incorporate(\n path={\"identifier\": tmp_identifier}) -%}\n\n {% do return(tmp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5428941}, "macro.dbt.drop_relation": {"unique_id": "macro.dbt.drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.543366}, "macro.dbt.default__drop_relation": {"unique_id": "macro.dbt.default__drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.543921}, "macro.dbt.truncate_relation": {"unique_id": "macro.dbt.truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.544389}, "macro.dbt.default__truncate_relation": {"unique_id": "macro.dbt.default__truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.544798}, "macro.dbt.rename_relation": {"unique_id": "macro.dbt.rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5453591}, "macro.dbt.default__rename_relation": {"unique_id": "macro.dbt.default__rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.546091}, "macro.dbt.get_or_create_relation": {"unique_id": "macro.dbt.get_or_create_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.546772}, "macro.dbt.default__get_or_create_relation": {"unique_id": "macro.dbt.default__get_or_create_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.548408}, "macro.dbt.load_relation": {"unique_id": "macro.dbt.load_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.54901}, "macro.dbt.drop_relation_if_exists": {"unique_id": "macro.dbt.drop_relation_if_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.549522}, "macro.dbt.current_timestamp": {"unique_id": "macro.dbt.current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "current_timestamp", "macro_sql": "{% macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.550913}, "macro.dbt.default__current_timestamp": {"unique_id": "macro.dbt.default__current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter '+adapter.type()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.551292}, "macro.dbt.collect_freshness": {"unique_id": "macro.dbt.collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5518851}, "macro.dbt.default__collect_freshness": {"unique_id": "macro.dbt.default__collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.552993}, "macro.dbt.alter_column_comment": {"unique_id": "macro.dbt.alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.554944}, "macro.dbt.default__alter_column_comment": {"unique_id": "macro.dbt.default__alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5553741}, "macro.dbt.alter_relation_comment": {"unique_id": "macro.dbt.alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5559008}, "macro.dbt.default__alter_relation_comment": {"unique_id": "macro.dbt.default__alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.556353}, "macro.dbt.persist_docs": {"unique_id": "macro.dbt.persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.557066}, "macro.dbt.default__persist_docs": {"unique_id": "macro.dbt.default__persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.55835}, "macro.dbt.get_catalog": {"unique_id": "macro.dbt.get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5624719}, "macro.dbt.default__get_catalog": {"unique_id": "macro.dbt.default__get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.563156}, "macro.dbt.information_schema_name": {"unique_id": "macro.dbt.information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.563638}, "macro.dbt.default__information_schema_name": {"unique_id": "macro.dbt.default__information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.564032}, "macro.dbt.list_schemas": {"unique_id": "macro.dbt.list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.564497}, "macro.dbt.default__list_schemas": {"unique_id": "macro.dbt.default__list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.565144}, "macro.dbt.check_schema_exists": {"unique_id": "macro.dbt.check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.565687}, "macro.dbt.default__check_schema_exists": {"unique_id": "macro.dbt.default__check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.566637}, "macro.dbt.list_relations_without_caching": {"unique_id": "macro.dbt.list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5671191}, "macro.dbt.default__list_relations_without_caching": {"unique_id": "macro.dbt.default__list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.567532}, "macro.dbt.get_columns_in_relation": {"unique_id": "macro.dbt.get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.572185}, "macro.dbt.default__get_columns_in_relation": {"unique_id": "macro.dbt.default__get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.572603}, "macro.dbt.sql_convert_columns_in_relation": {"unique_id": "macro.dbt.sql_convert_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5734131}, "macro.dbt.get_columns_in_query": {"unique_id": "macro.dbt.get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.573897}, "macro.dbt.default__get_columns_in_query": {"unique_id": "macro.dbt.default__get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n {% endcall %}\n\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5747972}, "macro.dbt.alter_column_type": {"unique_id": "macro.dbt.alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5754082}, "macro.dbt.default__alter_column_type": {"unique_id": "macro.dbt.default__alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.577007}, "macro.dbt.alter_relation_add_remove_columns": {"unique_id": "macro.dbt.alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.577695}, "macro.dbt.default__alter_relation_add_remove_columns": {"unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.579798}, "macro.dbt.test_unique": {"unique_id": "macro.dbt.test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.581336}, "macro.dbt.test_not_null": {"unique_id": "macro.dbt.test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.581941}, "macro.dbt.test_accepted_values": {"unique_id": "macro.dbt.test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.582701}, "macro.dbt.test_relationships": {"unique_id": "macro.dbt.test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.583425}}, "docs": {"dbt.__overview__": {"unique_id": "dbt.__overview__", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "overview.md", "original_file_path": "docs/overview.md", "name": "__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {}, "metrics": {"metric.test.my_metric": {"fqn": ["test", "my_metric"], "unique_id": "metric.test.my_metric", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "metric.yml", "original_file_path": "models/metric.yml", "model": "ref('my_model')", "name": "my_metric", "description": "", "label": "Count records", "type": "count", "sql": "*", "timestamp": "updated_at", "filters": [], "time_grains": ["day"], "dimensions": [], "resource_type": "metric", "meta": {}, "tags": [], "sources": [], "depends_on": {"macros": [], "nodes": ["model.test.my_model"]}, "refs": [["my_model"]], "created_at": 1663058585.822956}}, "selectors": {}, "disabled": {}, "parent_map": {"model.test.my_model": [], "metric.test.my_metric": ["model.test.my_model"]}, "child_map": {"model.test.my_model": ["metric.test.my_metric"], "metric.test.my_metric": []}} +{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v5.json", "dbt_version": "1.1.2", "generated_at": "2022-09-13T08:43:05.173401Z", "invocation_id": "46690f0c-35b6-44f7-95bc-3a91cbf87484", "env": {}, "project_id": "098f6bcd4621d373cade4e832627b4f6", "user_id": null, "send_anonymous_usage_stats": false, "adapter_type": "postgres"}, "nodes": {"model.test.my_model": {"raw_sql": "select 1 as id", "resource_type": "model", "depends_on": {"macros": [], "nodes": []}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "view", "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "post-hook": [], "pre-hook": []}, "database": "jerco", "schema": "dbt_jcohen", "fqn": ["test", "my_model"], "unique_id": "model.test.my_model", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "my_model.sql", "original_file_path": "models/my_model.sql", "name": "my_model", "alias": "my_model", "checksum": {"name": "sha256", "checksum": "479636cb85ce8d3b0f8db5ff13cf338b61254ad98d905630eac61f963e719e9d"}, "tags": [], "refs": [], "sources": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true}, "patch_path": null, "compiled_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1663058585.790391}}, "sources": {}, "macros": {"macro.dbt_postgres.postgres__get_catalog": {"unique_id": "macro.dbt_postgres.postgres__get_catalog", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "name": "postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n\n {%- call statement('catalog', fetch_result=True) -%}\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n\n where (\n {%- for schema in schemas -%}\n upper(sch.nspname) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table, [m]aterialized view\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.2411761}, "macro.dbt_postgres.postgres_get_relations": {"unique_id": "macro.dbt_postgres.postgres_get_relations", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "name": "postgres_get_relations", "macro_sql": "{% macro postgres_get_relations () -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.2429922}, "macro.dbt_postgres.postgres__create_table_as": {"unique_id": "macro.dbt_postgres.postgres__create_table_as", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.258873}, "macro.dbt_postgres.postgres__get_create_index_sql": {"unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.260246}, "macro.dbt_postgres.postgres__create_schema": {"unique_id": "macro.dbt_postgres.postgres__create_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.261101}, "macro.dbt_postgres.postgres__drop_schema": {"unique_id": "macro.dbt_postgres.postgres__drop_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.2619379}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.263221}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.264239}, "macro.dbt_postgres.postgres__information_schema_name": {"unique_id": "macro.dbt_postgres.postgres__information_schema_name", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.264697}, "macro.dbt_postgres.postgres__list_schemas": {"unique_id": "macro.dbt_postgres.postgres__list_schemas", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.265624}, "macro.dbt_postgres.postgres__check_schema_exists": {"unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.2666838}, "macro.dbt_postgres.postgres__current_timestamp": {"unique_id": "macro.dbt_postgres.postgres__current_timestamp", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.266898}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.2673979}, "macro.dbt_postgres.postgres__snapshot_get_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.267664}, "macro.dbt_postgres.postgres__make_temp_relation": {"unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix_length = suffix|length + dtstring|length %}\n {% set relation_max_name_length = 63 %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Temp relation suffix is too long (' ~ suffix|length ~ ' characters). Maximum length is ' ~ (relation_max_name_length - dtstring|length) ~ ' characters.') %}\n {% endif %}\n {% set tmp_identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix ~ dtstring %}\n {% do return(base_relation.incorporate(\n path={\n \"identifier\": tmp_identifier,\n \"schema\": none,\n \"database\": none\n })) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.270232}, "macro.dbt_postgres.postgres_escape_comment": {"unique_id": "macro.dbt_postgres.postgres_escape_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.271394}, "macro.dbt_postgres.postgres__alter_relation_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.271986}, "macro.dbt_postgres.postgres__alter_column_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.273597}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "name": "postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.275718}, "macro.dbt.run_hooks": {"unique_id": "macro.dbt.run_hooks", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.278846}, "macro.dbt.make_hook_config": {"unique_id": "macro.dbt.make_hook_config", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.2793732}, "macro.dbt.before_begin": {"unique_id": "macro.dbt.before_begin", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.2797408}, "macro.dbt.in_transaction": {"unique_id": "macro.dbt.in_transaction", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.280107}, "macro.dbt.after_commit": {"unique_id": "macro.dbt.after_commit", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.280468}, "macro.dbt.set_sql_header": {"unique_id": "macro.dbt.set_sql_header", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.28161}, "macro.dbt.should_full_refresh": {"unique_id": "macro.dbt.should_full_refresh", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.28241}, "macro.dbt.should_store_failures": {"unique_id": "macro.dbt.should_store_failures", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.283215}, "macro.dbt.snapshot_merge_sql": {"unique_id": "macro.dbt.snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "name": "snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.284517}, "macro.dbt.default__snapshot_merge_sql": {"unique_id": "macro.dbt.default__snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "name": "default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.285232}, "macro.dbt.strategy_dispatch": {"unique_id": "macro.dbt.strategy_dispatch", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.2955132}, "macro.dbt.snapshot_hash_arguments": {"unique_id": "macro.dbt.snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.295966}, "macro.dbt.default__snapshot_hash_arguments": {"unique_id": "macro.dbt.default__snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.296581}, "macro.dbt.snapshot_get_time": {"unique_id": "macro.dbt.snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_get_time", "macro_sql": "{% macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.2969642}, "macro.dbt.default__snapshot_get_time": {"unique_id": "macro.dbt.default__snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() -%}\n {{ current_timestamp() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.297218}, "macro.dbt.snapshot_timestamp_strategy": {"unique_id": "macro.dbt.snapshot_timestamp_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.29933}, "macro.dbt.snapshot_string_as_time": {"unique_id": "macro.dbt.snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.2997508}, "macro.dbt.default__snapshot_string_as_time": {"unique_id": "macro.dbt.default__snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.3001878}, "macro.dbt.snapshot_check_all_get_existing_columns": {"unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists) -%}\n {%- set query_columns = get_columns_in_query(node['compiled_sql']) -%}\n {%- if not target_exists -%}\n {# no table yet -> return whatever the query does #}\n {{ return([false, query_columns]) }}\n {%- endif -%}\n {# handle any schema changes #}\n {%- set target_table = node.get('alias', node.get('name')) -%}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=target_table) -%}\n {%- set existing_cols = get_columns_in_query('select * from ' ~ target_relation) -%}\n {%- set ns = namespace() -%} {# handle for-loop scoping with a namespace #}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(col) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return([ns.column_added, intersection]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.3028228}, "macro.dbt.snapshot_check_strategy": {"unique_id": "macro.dbt.snapshot_check_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% if check_cols_config == 'all' %}\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists) %}\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {% set check_cols = check_cols_config %}\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.3070579}, "macro.dbt.create_columns": {"unique_id": "macro.dbt.create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.3179069}, "macro.dbt.default__create_columns": {"unique_id": "macro.dbt.default__create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.318669}, "macro.dbt.post_snapshot": {"unique_id": "macro.dbt.post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.3191}, "macro.dbt.default__post_snapshot": {"unique_id": "macro.dbt.default__post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.3193212}, "macro.dbt.get_true_sql": {"unique_id": "macro.dbt.get_true_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.319695}, "macro.dbt.default__get_true_sql": {"unique_id": "macro.dbt.default__get_true_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.319982}, "macro.dbt.snapshot_staging_table": {"unique_id": "macro.dbt.snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.320519}, "macro.dbt.default__snapshot_staging_table": {"unique_id": "macro.dbt.default__snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.322867}, "macro.dbt.build_snapshot_table": {"unique_id": "macro.dbt.build_snapshot_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.323358}, "macro.dbt.default__build_snapshot_table": {"unique_id": "macro.dbt.default__build_snapshot_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.324033}, "macro.dbt.build_snapshot_staging_table": {"unique_id": "macro.dbt.build_snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set tmp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, tmp_relation, select) }}\n {% endcall %}\n\n {% do return(tmp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.325182}, "macro.dbt.materialization_snapshot_default": {"unique_id": "macro.dbt.materialization_snapshot_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "name": "materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_sql']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.34037}, "macro.dbt.materialization_test_default": {"unique_id": "macro.dbt.materialization_test_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "name": "materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type='table') -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ create_table_as(False, target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.346029}, "macro.dbt.get_test_sql": {"unique_id": "macro.dbt.get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "name": "get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.3473558}, "macro.dbt.default__get_test_sql": {"unique_id": "macro.dbt.default__get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "name": "default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.348177}, "macro.dbt.get_where_subquery": {"unique_id": "macro.dbt.get_where_subquery", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "name": "get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.349312}, "macro.dbt.default__get_where_subquery": {"unique_id": "macro.dbt.default__get_where_subquery", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "name": "default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.350326}, "macro.dbt.get_quoted_csv": {"unique_id": "macro.dbt.get_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.352607}, "macro.dbt.diff_columns": {"unique_id": "macro.dbt.diff_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.35407}, "macro.dbt.diff_column_data_types": {"unique_id": "macro.dbt.diff_column_data_types", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.3557}, "macro.dbt.get_merge_sql": {"unique_id": "macro.dbt.get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, predicates=none) -%}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, predicates) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.370045}, "macro.dbt.default__get_merge_sql": {"unique_id": "macro.dbt.default__get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, predicates) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set update_columns = config.get('merge_update_columns', default = dest_columns | map(attribute=\"quoted\") | list) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{ predicates | join(' and ') }}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.374055}, "macro.dbt.get_delete_insert_merge_sql": {"unique_id": "macro.dbt.get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.401227}, "macro.dbt.default__get_delete_insert_merge_sql": {"unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last }}\n {% endfor %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n );\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.4033751}, "macro.dbt.get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.4041102}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.405853}, "macro.dbt.is_incremental": {"unique_id": "macro.dbt.is_incremental", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "name": "is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.4078321}, "macro.dbt.materialization_incremental_default": {"unique_id": "macro.dbt.materialization_incremental_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "name": "materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n {% set unique_key = config.get('unique_key') %}\n\n {% set target_relation = this.incorporate(type='table') %}\n {% set existing_relation = load_relation(this) %}\n {% set tmp_relation = make_temp_relation(target_relation) %}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {% set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') %}\n\n {% set tmp_identifier = model['name'] + '__dbt_tmp' %}\n {% set backup_identifier = model['name'] + \"__dbt_backup\" %}\n\n -- the intermediate_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {% set preexisting_intermediate_relation = adapter.get_relation(identifier=tmp_identifier,\n schema=schema,\n database=database) %}\n {% set preexisting_backup_relation = adapter.get_relation(identifier=backup_identifier,\n schema=schema,\n database=database) %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {# -- first check whether we want to full refresh for source view or config reasons #}\n {% set trigger_full_refresh = (full_refresh_mode or existing_relation.is_view) %}\n\n {% if existing_relation is none %}\n {% set build_sql = create_table_as(False, target_relation, sql) %}\n{% elif trigger_full_refresh %}\n {#-- Make sure the backup doesn't exist so we don't encounter issues with the rename below #}\n {% set tmp_identifier = model['name'] + '__dbt_tmp' %}\n {% set backup_identifier = model['name'] + '__dbt_backup' %}\n {% set intermediate_relation = existing_relation.incorporate(path={\"identifier\": tmp_identifier}) %}\n {% set backup_relation = existing_relation.incorporate(path={\"identifier\": backup_identifier}) %}\n\n {% set build_sql = create_table_as(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% do to_drop.append(backup_relation) %}\n {% else %}\n {% do run_query(create_table_as(True, tmp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=tmp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, tmp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n {% set build_sql = get_delete_insert_merge_sql(target_relation, tmp_relation, unique_key, dest_columns) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% endif %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.make_temp_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.create_table_as", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.get_delete_insert_merge_sql", "macro.dbt.statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.421077}, "macro.dbt.incremental_validate_on_schema_change": {"unique_id": "macro.dbt.incremental_validate_on_schema_change", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.434217}, "macro.dbt.check_for_schema_changes": {"unique_id": "macro.dbt.check_for_schema_changes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.43755}, "macro.dbt.sync_column_schemas": {"unique_id": "macro.dbt.sync_column_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.440778}, "macro.dbt.process_schema_changes": {"unique_id": "macro.dbt.process_schema_changes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.442719}, "macro.dbt.materialization_table_default": {"unique_id": "macro.dbt.materialization_table_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/table.sql", "original_file_path": "macros/materializations/models/table/table.sql", "name": "materialization_table_default", "macro_sql": "{% materialization table, default %}\n {%- set identifier = model['alias'] -%}\n {%- set tmp_identifier = model['name'] + '__dbt_tmp' -%}\n {%- set backup_identifier = model['name'] + '__dbt_backup' -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier,\n schema=schema,\n database=database,\n type='table') -%}\n {%- set intermediate_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema,\n database=database,\n type='table') -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = adapter.get_relation(identifier=tmp_identifier,\n schema=schema,\n database=database) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if old_relation is none else old_relation.type -%}\n {%- set backup_relation = api.Relation.create(identifier=backup_identifier,\n schema=schema,\n database=database,\n type=backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = adapter.get_relation(identifier=backup_identifier,\n schema=schema,\n database=database) -%}\n\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if old_relation is not none %}\n {{ adapter.rename_relation(old_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.452991}, "macro.dbt.get_create_table_as_sql": {"unique_id": "macro.dbt.get_create_table_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.454284}, "macro.dbt.default__get_create_table_as_sql": {"unique_id": "macro.dbt.default__get_create_table_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.454771}, "macro.dbt.create_table_as": {"unique_id": "macro.dbt.create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, sql) -%}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.455303}, "macro.dbt.default__create_table_as": {"unique_id": "macro.dbt.default__create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.456414}, "macro.dbt.materialization_view_default": {"unique_id": "macro.dbt.materialization_view_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/view.sql", "original_file_path": "macros/materializations/models/view/view.sql", "name": "materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set identifier = model['alias'] -%}\n {%- set tmp_identifier = model['name'] + '__dbt_tmp' -%}\n {%- set backup_identifier = model['name'] + '__dbt_backup' -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {%- set intermediate_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema, database=database, type='view') -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = adapter.get_relation(identifier=tmp_identifier,\n schema=schema,\n database=database) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"old_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the old_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the old_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if old_relation is none else old_relation.type -%}\n {%- set backup_relation = api.Relation.create(identifier=backup_identifier,\n schema=schema, database=database,\n type=backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = adapter.get_relation(identifier=backup_identifier,\n schema=schema,\n database=database) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ create_view_as(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if old_relation is not none %}\n {{ adapter.rename_relation(old_relation, backup_relation) }}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_view_as", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.4662242}, "macro.dbt.handle_existing_table": {"unique_id": "macro.dbt.handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "name": "handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.467168}, "macro.dbt.default__handle_existing_table": {"unique_id": "macro.dbt.default__handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "name": "default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.46778}, "macro.dbt.create_or_replace_view": {"unique_id": "macro.dbt.create_or_replace_view", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/models/view/create_or_replace_view.sql", "name": "create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.4711108}, "macro.dbt.get_create_view_as_sql": {"unique_id": "macro.dbt.get_create_view_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.4722078}, "macro.dbt.default__get_create_view_as_sql": {"unique_id": "macro.dbt.default__get_create_view_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.472634}, "macro.dbt.create_view_as": {"unique_id": "macro.dbt.create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.473103}, "macro.dbt.default__create_view_as": {"unique_id": "macro.dbt.default__create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }} as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.473792}, "macro.dbt.materialization_seed_default": {"unique_id": "macro.dbt.materialization_seed_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "name": "materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set agate_table = load_agate_table() -%}\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ create_table_sql }};\n -- dbt seed --\n {{ sql }}\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.4816241}, "macro.dbt.create_csv_table": {"unique_id": "macro.dbt.create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.493353}, "macro.dbt.default__create_csv_table": {"unique_id": "macro.dbt.default__create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.495795}, "macro.dbt.reset_csv_table": {"unique_id": "macro.dbt.reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.4964218}, "macro.dbt.default__reset_csv_table": {"unique_id": "macro.dbt.default__reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.497696}, "macro.dbt.get_binding_char": {"unique_id": "macro.dbt.get_binding_char", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.498073}, "macro.dbt.default__get_binding_char": {"unique_id": "macro.dbt.default__get_binding_char", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.498365}, "macro.dbt.get_batch_size": {"unique_id": "macro.dbt.get_batch_size", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.498788}, "macro.dbt.default__get_batch_size": {"unique_id": "macro.dbt.default__get_batch_size", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.499098}, "macro.dbt.get_seed_column_quoted_csv": {"unique_id": "macro.dbt.get_seed_column_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.500374}, "macro.dbt.load_csv_rows": {"unique_id": "macro.dbt.load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.500983}, "macro.dbt.default__load_csv_rows": {"unique_id": "macro.dbt.default__load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5042381}, "macro.dbt.generate_alias_name": {"unique_id": "macro.dbt.generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "name": "generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5054028}, "macro.dbt.default__generate_alias_name": {"unique_id": "macro.dbt.default__generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "name": "default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name is none -%}\n\n {{ node.name }}\n\n {%- else -%}\n\n {{ custom_alias_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.505999}, "macro.dbt.generate_schema_name": {"unique_id": "macro.dbt.generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.507547}, "macro.dbt.default__generate_schema_name": {"unique_id": "macro.dbt.default__generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.508227}, "macro.dbt.generate_schema_name_for_env": {"unique_id": "macro.dbt.generate_schema_name_for_env", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.508971}, "macro.dbt.generate_database_name": {"unique_id": "macro.dbt.generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "name": "generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5101619}, "macro.dbt.default__generate_database_name": {"unique_id": "macro.dbt.default__generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "name": "default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.510827}, "macro.dbt.default__test_relationships": {"unique_id": "macro.dbt.default__test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "name": "default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.511889}, "macro.dbt.default__test_not_null": {"unique_id": "macro.dbt.default__test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "name": "default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5128162}, "macro.dbt.default__test_unique": {"unique_id": "macro.dbt.default__test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "name": "default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5136151}, "macro.dbt.default__test_accepted_values": {"unique_id": "macro.dbt.default__test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "name": "default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.515251}, "macro.dbt.statement": {"unique_id": "macro.dbt.statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "statement", "macro_sql": "{% macro statement(name=None, fetch_result=False, auto_begin=True) -%}\n {%- if execute: -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- set res, table = adapter.execute(sql, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.518385}, "macro.dbt.noop_statement": {"unique_id": "macro.dbt.noop_statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.519926}, "macro.dbt.run_query": {"unique_id": "macro.dbt.run_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5207071}, "macro.dbt.convert_datetime": {"unique_id": "macro.dbt.convert_datetime", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.525802}, "macro.dbt.dates_in_range": {"unique_id": "macro.dbt.dates_in_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.52915}, "macro.dbt.partition_range": {"unique_id": "macro.dbt.partition_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.53116}, "macro.dbt.py_current_timestring": {"unique_id": "macro.dbt.py_current_timestring", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5317729}, "macro.dbt.create_schema": {"unique_id": "macro.dbt.create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.532931}, "macro.dbt.default__create_schema": {"unique_id": "macro.dbt.default__create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.533409}, "macro.dbt.drop_schema": {"unique_id": "macro.dbt.drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.533822}, "macro.dbt.default__drop_schema": {"unique_id": "macro.dbt.default__drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5342898}, "macro.dbt.get_create_index_sql": {"unique_id": "macro.dbt.get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5356438}, "macro.dbt.default__get_create_index_sql": {"unique_id": "macro.dbt.default__get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.536011}, "macro.dbt.create_indexes": {"unique_id": "macro.dbt.create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.536417}, "macro.dbt.default__create_indexes": {"unique_id": "macro.dbt.default__create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5374599}, "macro.dbt.make_temp_relation": {"unique_id": "macro.dbt.make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.542093}, "macro.dbt.default__make_temp_relation": {"unique_id": "macro.dbt.default__make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {% set tmp_identifier = base_relation.identifier ~ suffix %}\n {% set tmp_relation = base_relation.incorporate(\n path={\"identifier\": tmp_identifier}) -%}\n\n {% do return(tmp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5428941}, "macro.dbt.drop_relation": {"unique_id": "macro.dbt.drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.543366}, "macro.dbt.default__drop_relation": {"unique_id": "macro.dbt.default__drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.543921}, "macro.dbt.truncate_relation": {"unique_id": "macro.dbt.truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.544389}, "macro.dbt.default__truncate_relation": {"unique_id": "macro.dbt.default__truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.544798}, "macro.dbt.rename_relation": {"unique_id": "macro.dbt.rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5453591}, "macro.dbt.default__rename_relation": {"unique_id": "macro.dbt.default__rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.546091}, "macro.dbt.get_or_create_relation": {"unique_id": "macro.dbt.get_or_create_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.546772}, "macro.dbt.default__get_or_create_relation": {"unique_id": "macro.dbt.default__get_or_create_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.548408}, "macro.dbt.load_relation": {"unique_id": "macro.dbt.load_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.54901}, "macro.dbt.drop_relation_if_exists": {"unique_id": "macro.dbt.drop_relation_if_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.549522}, "macro.dbt.current_timestamp": {"unique_id": "macro.dbt.current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "current_timestamp", "macro_sql": "{% macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.550913}, "macro.dbt.default__current_timestamp": {"unique_id": "macro.dbt.default__current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter '+adapter.type()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.551292}, "macro.dbt.collect_freshness": {"unique_id": "macro.dbt.collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5518851}, "macro.dbt.default__collect_freshness": {"unique_id": "macro.dbt.default__collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.552993}, "macro.dbt.alter_column_comment": {"unique_id": "macro.dbt.alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.554944}, "macro.dbt.default__alter_column_comment": {"unique_id": "macro.dbt.default__alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5553741}, "macro.dbt.alter_relation_comment": {"unique_id": "macro.dbt.alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5559008}, "macro.dbt.default__alter_relation_comment": {"unique_id": "macro.dbt.default__alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.556353}, "macro.dbt.persist_docs": {"unique_id": "macro.dbt.persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.557066}, "macro.dbt.default__persist_docs": {"unique_id": "macro.dbt.default__persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.55835}, "macro.dbt.get_catalog": {"unique_id": "macro.dbt.get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5624719}, "macro.dbt.default__get_catalog": {"unique_id": "macro.dbt.default__get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.563156}, "macro.dbt.information_schema_name": {"unique_id": "macro.dbt.information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.563638}, "macro.dbt.default__information_schema_name": {"unique_id": "macro.dbt.default__information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.564032}, "macro.dbt.list_schemas": {"unique_id": "macro.dbt.list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.564497}, "macro.dbt.default__list_schemas": {"unique_id": "macro.dbt.default__list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.565144}, "macro.dbt.check_schema_exists": {"unique_id": "macro.dbt.check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.565687}, "macro.dbt.default__check_schema_exists": {"unique_id": "macro.dbt.default__check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.566637}, "macro.dbt.list_relations_without_caching": {"unique_id": "macro.dbt.list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5671191}, "macro.dbt.default__list_relations_without_caching": {"unique_id": "macro.dbt.default__list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.567532}, "macro.dbt.get_columns_in_relation": {"unique_id": "macro.dbt.get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.572185}, "macro.dbt.default__get_columns_in_relation": {"unique_id": "macro.dbt.default__get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.572603}, "macro.dbt.sql_convert_columns_in_relation": {"unique_id": "macro.dbt.sql_convert_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5734131}, "macro.dbt.get_columns_in_query": {"unique_id": "macro.dbt.get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.573897}, "macro.dbt.default__get_columns_in_query": {"unique_id": "macro.dbt.default__get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n {% endcall %}\n\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5747972}, "macro.dbt.alter_column_type": {"unique_id": "macro.dbt.alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.5754082}, "macro.dbt.default__alter_column_type": {"unique_id": "macro.dbt.default__alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.577007}, "macro.dbt.alter_relation_add_remove_columns": {"unique_id": "macro.dbt.alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.577695}, "macro.dbt.default__alter_relation_add_remove_columns": {"unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.579798}, "macro.dbt.test_unique": {"unique_id": "macro.dbt.test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.581336}, "macro.dbt.test_not_null": {"unique_id": "macro.dbt.test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.581941}, "macro.dbt.test_accepted_values": {"unique_id": "macro.dbt.test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.582701}, "macro.dbt.test_relationships": {"unique_id": "macro.dbt.test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058585.583425}}, "docs": {"dbt.__overview__": {"unique_id": "dbt.__overview__", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "overview.md", "original_file_path": "docs/overview.md", "name": "__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {}, "metrics": {"metric.test.my_metric": {"fqn": ["test", "my_metric"], "unique_id": "metric.test.my_metric", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "metric.yml", "original_file_path": "models/metric.yml", "model": "ref('my_model')", "name": "my_metric", "description": "", "label": "Count records", "type": "count", "sql": "*", "timestamp": "updated_at", "filters": [], "time_grains": ["day"], "dimensions": [], "resource_type": "metric", "meta": {}, "tags": [], "sources": [], "depends_on": {"macros": [], "nodes": ["model.test.my_model"]}, "refs": [["my_model"]], "created_at": 1663058585.822956}}, "selectors": {}, "disabled": {}, "parent_map": {"model.test.my_model": [], "metric.test.my_metric": ["model.test.my_model"]}, "child_map": {"model.test.my_model": ["metric.test.my_metric"], "metric.test.my_metric": []}} diff --git a/tests/functional/artifacts/data/state/v6/manifest.json b/tests/functional/artifacts/data/state/v6/manifest.json index 19d85f9066c..e98ee672b0b 100644 --- a/tests/functional/artifacts/data/state/v6/manifest.json +++ b/tests/functional/artifacts/data/state/v6/manifest.json @@ -1 +1 @@ -{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v6.json", "dbt_version": "1.2.1", "generated_at": "2022-09-13T08:42:50.298210Z", "invocation_id": "aa834731-46c3-49aa-8ec8-956dae621b58", "env": {}, "project_id": "098f6bcd4621d373cade4e832627b4f6", "user_id": null, "send_anonymous_usage_stats": false, "adapter_type": "postgres"}, "nodes": {"model.test.my_model": {"raw_sql": "select 1 as id", "resource_type": "model", "depends_on": {"macros": [], "nodes": []}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "view", "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "post-hook": [], "pre-hook": []}, "database": "jerco", "schema": "dbt_jcohen", "fqn": ["test", "my_model"], "unique_id": "model.test.my_model", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "my_model.sql", "original_file_path": "models/my_model.sql", "name": "my_model", "alias": "my_model", "checksum": {"name": "sha256", "checksum": "479636cb85ce8d3b0f8db5ff13cf338b61254ad98d905630eac61f963e719e9d"}, "tags": [], "refs": [], "sources": [], "metrics": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true}, "patch_path": null, "compiled_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1663058263.145605}}, "sources": {}, "macros": {"macro.dbt_postgres.postgres__get_catalog": {"unique_id": "macro.dbt_postgres.postgres__get_catalog", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "name": "postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n\n {%- call statement('catalog', fetch_result=True) -%}\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n\n where (\n {%- for schema in schemas -%}\n upper(sch.nspname) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table, [m]aterialized view\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.441694}, "macro.dbt_postgres.postgres_get_relations": {"unique_id": "macro.dbt_postgres.postgres_get_relations", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "name": "postgres_get_relations", "macro_sql": "{% macro postgres_get_relations () -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.443508}, "macro.dbt_postgres.postgres__create_table_as": {"unique_id": "macro.dbt_postgres.postgres__create_table_as", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.4609761}, "macro.dbt_postgres.postgres__get_create_index_sql": {"unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.462327}, "macro.dbt_postgres.postgres__create_schema": {"unique_id": "macro.dbt_postgres.postgres__create_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.4631748}, "macro.dbt_postgres.postgres__drop_schema": {"unique_id": "macro.dbt_postgres.postgres__drop_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.46401}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.465282}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.46641}, "macro.dbt_postgres.postgres__information_schema_name": {"unique_id": "macro.dbt_postgres.postgres__information_schema_name", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.4668732}, "macro.dbt_postgres.postgres__list_schemas": {"unique_id": "macro.dbt_postgres.postgres__list_schemas", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.4678211}, "macro.dbt_postgres.postgres__check_schema_exists": {"unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.4688902}, "macro.dbt_postgres.postgres__current_timestamp": {"unique_id": "macro.dbt_postgres.postgres__current_timestamp", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.46909}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.469568}, "macro.dbt_postgres.postgres__snapshot_get_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.469843}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.472267}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.472806}, "macro.dbt_postgres.postgres__make_temp_relation": {"unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.473689}, "macro.dbt_postgres.postgres__make_backup_relation": {"unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.4744241}, "macro.dbt_postgres.postgres_escape_comment": {"unique_id": "macro.dbt_postgres.postgres_escape_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.475544}, "macro.dbt_postgres.postgres__alter_relation_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.4761422}, "macro.dbt_postgres.postgres__alter_column_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.477773}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.478305}, "macro.dbt_postgres.postgres__copy_grants": {"unique_id": "macro.dbt_postgres.postgres__copy_grants", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.478604}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "name": "postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.480701}, "macro.dbt_postgres.postgres__dateadd": {"unique_id": "macro.dbt_postgres.postgres__dateadd", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "name": "postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.481434}, "macro.dbt_postgres.postgres__listagg": {"unique_id": "macro.dbt_postgres.postgres__listagg", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "name": "postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.483254}, "macro.dbt_postgres.postgres__datediff": {"unique_id": "macro.dbt_postgres.postgres__datediff", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "name": "postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.492169}, "macro.dbt_postgres.postgres__any_value": {"unique_id": "macro.dbt_postgres.postgres__any_value", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "name": "postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.4927092}, "macro.dbt_postgres.postgres__last_day": {"unique_id": "macro.dbt_postgres.postgres__last_day", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "name": "postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.494153}, "macro.dbt_postgres.postgres__split_part": {"unique_id": "macro.dbt_postgres.postgres__split_part", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "name": "postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.495394}, "macro.dbt.run_hooks": {"unique_id": "macro.dbt.run_hooks", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.498407}, "macro.dbt.make_hook_config": {"unique_id": "macro.dbt.make_hook_config", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.4989262}, "macro.dbt.before_begin": {"unique_id": "macro.dbt.before_begin", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.499295}, "macro.dbt.in_transaction": {"unique_id": "macro.dbt.in_transaction", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.4996538}, "macro.dbt.after_commit": {"unique_id": "macro.dbt.after_commit", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5000162}, "macro.dbt.set_sql_header": {"unique_id": "macro.dbt.set_sql_header", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5011232}, "macro.dbt.should_full_refresh": {"unique_id": "macro.dbt.should_full_refresh", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.50192}, "macro.dbt.should_store_failures": {"unique_id": "macro.dbt.should_store_failures", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.502719}, "macro.dbt.snapshot_merge_sql": {"unique_id": "macro.dbt.snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "name": "snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.50401}, "macro.dbt.default__snapshot_merge_sql": {"unique_id": "macro.dbt.default__snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "name": "default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.504728}, "macro.dbt.strategy_dispatch": {"unique_id": "macro.dbt.strategy_dispatch", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.51448}, "macro.dbt.snapshot_hash_arguments": {"unique_id": "macro.dbt.snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.51492}, "macro.dbt.default__snapshot_hash_arguments": {"unique_id": "macro.dbt.default__snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5155}, "macro.dbt.snapshot_get_time": {"unique_id": "macro.dbt.snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_get_time", "macro_sql": "{% macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.515872}, "macro.dbt.default__snapshot_get_time": {"unique_id": "macro.dbt.default__snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() -%}\n {{ current_timestamp() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.516114}, "macro.dbt.snapshot_timestamp_strategy": {"unique_id": "macro.dbt.snapshot_timestamp_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.518018}, "macro.dbt.snapshot_string_as_time": {"unique_id": "macro.dbt.snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5184388}, "macro.dbt.default__snapshot_string_as_time": {"unique_id": "macro.dbt.default__snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5188859}, "macro.dbt.snapshot_check_all_get_existing_columns": {"unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_sql']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n select {{ check_cols_config | join(', ') }} from ({{ node['compiled_sql'] }}) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.522562}, "macro.dbt.snapshot_check_strategy": {"unique_id": "macro.dbt.snapshot_check_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.526156}, "macro.dbt.create_columns": {"unique_id": "macro.dbt.create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.53722}, "macro.dbt.default__create_columns": {"unique_id": "macro.dbt.default__create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.537965}, "macro.dbt.post_snapshot": {"unique_id": "macro.dbt.post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.538402}, "macro.dbt.default__post_snapshot": {"unique_id": "macro.dbt.default__post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.538624}, "macro.dbt.get_true_sql": {"unique_id": "macro.dbt.get_true_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.538997}, "macro.dbt.default__get_true_sql": {"unique_id": "macro.dbt.default__get_true_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.539289}, "macro.dbt.snapshot_staging_table": {"unique_id": "macro.dbt.snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.539823}, "macro.dbt.default__snapshot_staging_table": {"unique_id": "macro.dbt.default__snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.542159}, "macro.dbt.build_snapshot_table": {"unique_id": "macro.dbt.build_snapshot_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5426402}, "macro.dbt.default__build_snapshot_table": {"unique_id": "macro.dbt.default__build_snapshot_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.543298}, "macro.dbt.build_snapshot_staging_table": {"unique_id": "macro.dbt.build_snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5444548}, "macro.dbt.materialization_snapshot_default": {"unique_id": "macro.dbt.materialization_snapshot_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "name": "materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_sql']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.561558}, "macro.dbt.materialization_test_default": {"unique_id": "macro.dbt.materialization_test_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "name": "materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type='table') -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ create_table_as(False, target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5671492}, "macro.dbt.get_test_sql": {"unique_id": "macro.dbt.get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "name": "get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5684512}, "macro.dbt.default__get_test_sql": {"unique_id": "macro.dbt.default__get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "name": "default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.569262}, "macro.dbt.get_where_subquery": {"unique_id": "macro.dbt.get_where_subquery", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "name": "get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.570368}, "macro.dbt.default__get_where_subquery": {"unique_id": "macro.dbt.default__get_where_subquery", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "name": "default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5713542}, "macro.dbt.get_quoted_csv": {"unique_id": "macro.dbt.get_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5735822}, "macro.dbt.diff_columns": {"unique_id": "macro.dbt.diff_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5750248}, "macro.dbt.diff_column_data_types": {"unique_id": "macro.dbt.diff_column_data_types", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.576639}, "macro.dbt.get_merge_sql": {"unique_id": "macro.dbt.get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, predicates=none) -%}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, predicates) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.591182}, "macro.dbt.default__get_merge_sql": {"unique_id": "macro.dbt.default__get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, predicates) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set update_columns = config.get('merge_update_columns', default = dest_columns | map(attribute=\"quoted\") | list) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{ predicates | join(' and ') }}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.595134}, "macro.dbt.get_delete_insert_merge_sql": {"unique_id": "macro.dbt.get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.622782}, "macro.dbt.default__get_delete_insert_merge_sql": {"unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last }}\n {% endfor %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n );\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.624852}, "macro.dbt.get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.625576}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.627269}, "macro.dbt.is_incremental": {"unique_id": "macro.dbt.is_incremental", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "name": "is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.6292028}, "macro.dbt.materialization_incremental_default": {"unique_id": "macro.dbt.materialization_incremental_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "name": "materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n {% set build_sql = get_delete_insert_merge_sql(target_relation, temp_relation, unique_key, dest_columns) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.get_delete_insert_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.6413598}, "macro.dbt.incremental_validate_on_schema_change": {"unique_id": "macro.dbt.incremental_validate_on_schema_change", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.654586}, "macro.dbt.check_for_schema_changes": {"unique_id": "macro.dbt.check_for_schema_changes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.6579268}, "macro.dbt.sync_column_schemas": {"unique_id": "macro.dbt.sync_column_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.6611688}, "macro.dbt.process_schema_changes": {"unique_id": "macro.dbt.process_schema_changes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.663094}, "macro.dbt.materialization_table_default": {"unique_id": "macro.dbt.materialization_table_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/table.sql", "original_file_path": "macros/materializations/models/table/table.sql", "name": "materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.670167}, "macro.dbt.get_create_table_as_sql": {"unique_id": "macro.dbt.get_create_table_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.6714208}, "macro.dbt.default__get_create_table_as_sql": {"unique_id": "macro.dbt.default__get_create_table_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.671903}, "macro.dbt.create_table_as": {"unique_id": "macro.dbt.create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, sql) -%}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.67243}, "macro.dbt.default__create_table_as": {"unique_id": "macro.dbt.default__create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.673532}, "macro.dbt.materialization_view_default": {"unique_id": "macro.dbt.materialization_view_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/view.sql", "original_file_path": "macros/materializations/models/view/view.sql", "name": "materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.680615}, "macro.dbt.handle_existing_table": {"unique_id": "macro.dbt.handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "name": "handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.6815622}, "macro.dbt.default__handle_existing_table": {"unique_id": "macro.dbt.default__handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "name": "default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.682152}, "macro.dbt.create_or_replace_view": {"unique_id": "macro.dbt.create_or_replace_view", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/models/view/create_or_replace_view.sql", "name": "create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=True) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.686346}, "macro.dbt.get_create_view_as_sql": {"unique_id": "macro.dbt.get_create_view_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.687447}, "macro.dbt.default__get_create_view_as_sql": {"unique_id": "macro.dbt.default__get_create_view_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.6878788}, "macro.dbt.create_view_as": {"unique_id": "macro.dbt.create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.688359}, "macro.dbt.default__create_view_as": {"unique_id": "macro.dbt.default__create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }} as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.6890602}, "macro.dbt.materialization_seed_default": {"unique_id": "macro.dbt.materialization_seed_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "name": "materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparision later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.698056}, "macro.dbt.create_csv_table": {"unique_id": "macro.dbt.create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7117178}, "macro.dbt.default__create_csv_table": {"unique_id": "macro.dbt.default__create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7141619}, "macro.dbt.reset_csv_table": {"unique_id": "macro.dbt.reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.714784}, "macro.dbt.default__reset_csv_table": {"unique_id": "macro.dbt.default__reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.716077}, "macro.dbt.get_csv_sql": {"unique_id": "macro.dbt.get_csv_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.716581}, "macro.dbt.default__get_csv_sql": {"unique_id": "macro.dbt.default__get_csv_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.716925}, "macro.dbt.get_binding_char": {"unique_id": "macro.dbt.get_binding_char", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.717283}, "macro.dbt.default__get_binding_char": {"unique_id": "macro.dbt.default__get_binding_char", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.717576}, "macro.dbt.get_batch_size": {"unique_id": "macro.dbt.get_batch_size", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.717988}, "macro.dbt.default__get_batch_size": {"unique_id": "macro.dbt.default__get_batch_size", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.718283}, "macro.dbt.get_seed_column_quoted_csv": {"unique_id": "macro.dbt.get_seed_column_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.719548}, "macro.dbt.load_csv_rows": {"unique_id": "macro.dbt.load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.720028}, "macro.dbt.default__load_csv_rows": {"unique_id": "macro.dbt.default__load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.723425}, "macro.dbt.generate_alias_name": {"unique_id": "macro.dbt.generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "name": "generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.724572}, "macro.dbt.default__generate_alias_name": {"unique_id": "macro.dbt.default__generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "name": "default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name is none -%}\n\n {{ node.name }}\n\n {%- else -%}\n\n {{ custom_alias_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.725169}, "macro.dbt.generate_schema_name": {"unique_id": "macro.dbt.generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.72671}, "macro.dbt.default__generate_schema_name": {"unique_id": "macro.dbt.default__generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.727396}, "macro.dbt.generate_schema_name_for_env": {"unique_id": "macro.dbt.generate_schema_name_for_env", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.728158}, "macro.dbt.generate_database_name": {"unique_id": "macro.dbt.generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "name": "generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.729355}, "macro.dbt.default__generate_database_name": {"unique_id": "macro.dbt.default__generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "name": "default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.73002}, "macro.dbt.default__test_relationships": {"unique_id": "macro.dbt.default__test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "name": "default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7310588}, "macro.dbt.default__test_not_null": {"unique_id": "macro.dbt.default__test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "name": "default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.731988}, "macro.dbt.default__test_unique": {"unique_id": "macro.dbt.default__test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "name": "default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.732775}, "macro.dbt.default__test_accepted_values": {"unique_id": "macro.dbt.default__test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "name": "default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.734423}, "macro.dbt.statement": {"unique_id": "macro.dbt.statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "statement", "macro_sql": "{% macro statement(name=None, fetch_result=False, auto_begin=True) -%}\n {%- if execute: -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- set res, table = adapter.execute(sql, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.737539}, "macro.dbt.noop_statement": {"unique_id": "macro.dbt.noop_statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.739098}, "macro.dbt.run_query": {"unique_id": "macro.dbt.run_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.739882}, "macro.dbt.convert_datetime": {"unique_id": "macro.dbt.convert_datetime", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.744986}, "macro.dbt.dates_in_range": {"unique_id": "macro.dbt.dates_in_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partiton start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7483132}, "macro.dbt.partition_range": {"unique_id": "macro.dbt.partition_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.750348}, "macro.dbt.py_current_timestring": {"unique_id": "macro.dbt.py_current_timestring", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.750963}, "macro.dbt.except": {"unique_id": "macro.dbt.except", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "name": "except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7517078}, "macro.dbt.default__except": {"unique_id": "macro.dbt.default__except", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "name": "default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.751895}, "macro.dbt.replace": {"unique_id": "macro.dbt.replace", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "name": "replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.752911}, "macro.dbt.default__replace": {"unique_id": "macro.dbt.default__replace", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "name": "default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.753338}, "macro.dbt.concat": {"unique_id": "macro.dbt.concat", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "name": "concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7541351}, "macro.dbt.default__concat": {"unique_id": "macro.dbt.default__concat", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "name": "default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.754451}, "macro.dbt.length": {"unique_id": "macro.dbt.length", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "name": "length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.75524}, "macro.dbt.default__length": {"unique_id": "macro.dbt.default__length", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "name": "default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.755511}, "macro.dbt.dateadd": {"unique_id": "macro.dbt.dateadd", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "name": "dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7565598}, "macro.dbt.default__dateadd": {"unique_id": "macro.dbt.default__dateadd", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "name": "default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.756995}, "macro.dbt.intersect": {"unique_id": "macro.dbt.intersect", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "name": "intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7577422}, "macro.dbt.default__intersect": {"unique_id": "macro.dbt.default__intersect", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "name": "default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7579389}, "macro.dbt.escape_single_quotes": {"unique_id": "macro.dbt.escape_single_quotes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "name": "escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7587788}, "macro.dbt.default__escape_single_quotes": {"unique_id": "macro.dbt.default__escape_single_quotes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "name": "default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.75913}, "macro.dbt.right": {"unique_id": "macro.dbt.right", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "name": "right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.760025}, "macro.dbt.default__right": {"unique_id": "macro.dbt.default__right", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "name": "default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.760372}, "macro.dbt.listagg": {"unique_id": "macro.dbt.listagg", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "name": "listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.762194}, "macro.dbt.default__listagg": {"unique_id": "macro.dbt.default__listagg", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "name": "default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7634282}, "macro.dbt.datediff": {"unique_id": "macro.dbt.datediff", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "name": "datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.764456}, "macro.dbt.default__datediff": {"unique_id": "macro.dbt.default__datediff", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "name": "default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.764895}, "macro.dbt.safe_cast": {"unique_id": "macro.dbt.safe_cast", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "name": "safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.76579}, "macro.dbt.default__safe_cast": {"unique_id": "macro.dbt.default__safe_cast", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "name": "default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7661529}, "macro.dbt.hash": {"unique_id": "macro.dbt.hash", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "name": "hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.766952}, "macro.dbt.default__hash": {"unique_id": "macro.dbt.default__hash", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "name": "default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.767371}, "macro.dbt.cast_bool_to_text": {"unique_id": "macro.dbt.cast_bool_to_text", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "name": "cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7681432}, "macro.dbt.default__cast_bool_to_text": {"unique_id": "macro.dbt.default__cast_bool_to_text", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "name": "default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.768564}, "macro.dbt.any_value": {"unique_id": "macro.dbt.any_value", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "name": "any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.769363}, "macro.dbt.default__any_value": {"unique_id": "macro.dbt.default__any_value", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "name": "default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.769631}, "macro.dbt.position": {"unique_id": "macro.dbt.position", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "name": "position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.770546}, "macro.dbt.default__position": {"unique_id": "macro.dbt.default__position", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "name": "default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7708979}, "macro.dbt.string_literal": {"unique_id": "macro.dbt.string_literal", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "name": "string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.77168}, "macro.dbt.default__string_literal": {"unique_id": "macro.dbt.default__string_literal", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "name": "default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.771949}, "macro.dbt.type_string": {"unique_id": "macro.dbt.type_string", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.775103}, "macro.dbt.default__type_string": {"unique_id": "macro.dbt.default__type_string", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7755132}, "macro.dbt.type_timestamp": {"unique_id": "macro.dbt.type_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7759519}, "macro.dbt.default__type_timestamp": {"unique_id": "macro.dbt.default__type_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.776351}, "macro.dbt.type_float": {"unique_id": "macro.dbt.type_float", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7769148}, "macro.dbt.default__type_float": {"unique_id": "macro.dbt.default__type_float", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.777309}, "macro.dbt.type_numeric": {"unique_id": "macro.dbt.type_numeric", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7777238}, "macro.dbt.default__type_numeric": {"unique_id": "macro.dbt.default__type_numeric", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.778186}, "macro.dbt.type_bigint": {"unique_id": "macro.dbt.type_bigint", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7786}, "macro.dbt.default__type_bigint": {"unique_id": "macro.dbt.default__type_bigint", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.778995}, "macro.dbt.type_int": {"unique_id": "macro.dbt.type_int", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7794151}, "macro.dbt.default__type_int": {"unique_id": "macro.dbt.default__type_int", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.779795}, "macro.dbt.bool_or": {"unique_id": "macro.dbt.bool_or", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "name": "bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.780659}, "macro.dbt.default__bool_or": {"unique_id": "macro.dbt.default__bool_or", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "name": "default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.780927}, "macro.dbt.last_day": {"unique_id": "macro.dbt.last_day", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "name": "last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.782002}, "macro.dbt.default_last_day": {"unique_id": "macro.dbt.default_last_day", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "name": "default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.782704}, "macro.dbt.default__last_day": {"unique_id": "macro.dbt.default__last_day", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "name": "default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7830899}, "macro.dbt.split_part": {"unique_id": "macro.dbt.split_part", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "name": "split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7846441}, "macro.dbt.default__split_part": {"unique_id": "macro.dbt.default__split_part", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "name": "default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7850811}, "macro.dbt._split_part_negative": {"unique_id": "macro.dbt._split_part_negative", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "name": "_split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 {{ part_number }}\n )\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.785673}, "macro.dbt.date_trunc": {"unique_id": "macro.dbt.date_trunc", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "name": "date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7865448}, "macro.dbt.default__date_trunc": {"unique_id": "macro.dbt.default__date_trunc", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "name": "default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.786887}, "macro.dbt.create_schema": {"unique_id": "macro.dbt.create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.788033}, "macro.dbt.default__create_schema": {"unique_id": "macro.dbt.default__create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7884989}, "macro.dbt.drop_schema": {"unique_id": "macro.dbt.drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.788918}, "macro.dbt.default__drop_schema": {"unique_id": "macro.dbt.default__drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7895281}, "macro.dbt.get_create_index_sql": {"unique_id": "macro.dbt.get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.79088}, "macro.dbt.default__get_create_index_sql": {"unique_id": "macro.dbt.default__get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.791239}, "macro.dbt.create_indexes": {"unique_id": "macro.dbt.create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.791649}, "macro.dbt.default__create_indexes": {"unique_id": "macro.dbt.default__create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.792712}, "macro.dbt.make_intermediate_relation": {"unique_id": "macro.dbt.make_intermediate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.80177}, "macro.dbt.default__make_intermediate_relation": {"unique_id": "macro.dbt.default__make_intermediate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.802206}, "macro.dbt.make_temp_relation": {"unique_id": "macro.dbt.make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.802784}, "macro.dbt.default__make_temp_relation": {"unique_id": "macro.dbt.default__make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8035462}, "macro.dbt.make_backup_relation": {"unique_id": "macro.dbt.make_backup_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.804203}, "macro.dbt.default__make_backup_relation": {"unique_id": "macro.dbt.default__make_backup_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.805045}, "macro.dbt.drop_relation": {"unique_id": "macro.dbt.drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.805522}, "macro.dbt.default__drop_relation": {"unique_id": "macro.dbt.default__drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8060842}, "macro.dbt.truncate_relation": {"unique_id": "macro.dbt.truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.806554}, "macro.dbt.default__truncate_relation": {"unique_id": "macro.dbt.default__truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.806978}, "macro.dbt.rename_relation": {"unique_id": "macro.dbt.rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8075058}, "macro.dbt.default__rename_relation": {"unique_id": "macro.dbt.default__rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.808251}, "macro.dbt.get_or_create_relation": {"unique_id": "macro.dbt.get_or_create_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.808909}, "macro.dbt.default__get_or_create_relation": {"unique_id": "macro.dbt.default__get_or_create_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.810538}, "macro.dbt.load_cached_relation": {"unique_id": "macro.dbt.load_cached_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8111548}, "macro.dbt.load_relation": {"unique_id": "macro.dbt.load_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.811518}, "macro.dbt.drop_relation_if_exists": {"unique_id": "macro.dbt.drop_relation_if_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.812018}, "macro.dbt.current_timestamp": {"unique_id": "macro.dbt.current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "current_timestamp", "macro_sql": "{% macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.813409}, "macro.dbt.default__current_timestamp": {"unique_id": "macro.dbt.default__current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter '+adapter.type()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.813792}, "macro.dbt.collect_freshness": {"unique_id": "macro.dbt.collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8143969}, "macro.dbt.default__collect_freshness": {"unique_id": "macro.dbt.default__collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.815532}, "macro.dbt.copy_grants": {"unique_id": "macro.dbt.copy_grants", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.820182}, "macro.dbt.default__copy_grants": {"unique_id": "macro.dbt.default__copy_grants", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.820483}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.820917}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8212}, "macro.dbt.should_revoke": {"unique_id": "macro.dbt.should_revoke", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8221052}, "macro.dbt.get_show_grant_sql": {"unique_id": "macro.dbt.get_show_grant_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8225951}, "macro.dbt.default__get_show_grant_sql": {"unique_id": "macro.dbt.default__get_show_grant_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.822855}, "macro.dbt.get_grant_sql": {"unique_id": "macro.dbt.get_grant_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.823464}, "macro.dbt.default__get_grant_sql": {"unique_id": "macro.dbt.default__get_grant_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.823967}, "macro.dbt.get_revoke_sql": {"unique_id": "macro.dbt.get_revoke_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8245819}, "macro.dbt.default__get_revoke_sql": {"unique_id": "macro.dbt.default__get_revoke_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.825077}, "macro.dbt.get_dcl_statement_list": {"unique_id": "macro.dbt.get_dcl_statement_list", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.825684}, "macro.dbt.default__get_dcl_statement_list": {"unique_id": "macro.dbt.default__get_dcl_statement_list", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.827622}, "macro.dbt.call_dcl_statements": {"unique_id": "macro.dbt.call_dcl_statements", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.828118}, "macro.dbt.default__call_dcl_statements": {"unique_id": "macro.dbt.default__call_dcl_statements", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.828738}, "macro.dbt.apply_grants": {"unique_id": "macro.dbt.apply_grants", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8293319}, "macro.dbt.default__apply_grants": {"unique_id": "macro.dbt.default__apply_grants", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8324008}, "macro.dbt.alter_column_comment": {"unique_id": "macro.dbt.alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.834379}, "macro.dbt.default__alter_column_comment": {"unique_id": "macro.dbt.default__alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.834809}, "macro.dbt.alter_relation_comment": {"unique_id": "macro.dbt.alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.835356}, "macro.dbt.default__alter_relation_comment": {"unique_id": "macro.dbt.default__alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.835799}, "macro.dbt.persist_docs": {"unique_id": "macro.dbt.persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8365178}, "macro.dbt.default__persist_docs": {"unique_id": "macro.dbt.default__persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.837826}, "macro.dbt.get_catalog": {"unique_id": "macro.dbt.get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.841973}, "macro.dbt.default__get_catalog": {"unique_id": "macro.dbt.default__get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.842654}, "macro.dbt.information_schema_name": {"unique_id": "macro.dbt.information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.843149}, "macro.dbt.default__information_schema_name": {"unique_id": "macro.dbt.default__information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8435562}, "macro.dbt.list_schemas": {"unique_id": "macro.dbt.list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8440409}, "macro.dbt.default__list_schemas": {"unique_id": "macro.dbt.default__list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8447008}, "macro.dbt.check_schema_exists": {"unique_id": "macro.dbt.check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.845243}, "macro.dbt.default__check_schema_exists": {"unique_id": "macro.dbt.default__check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.846046}, "macro.dbt.list_relations_without_caching": {"unique_id": "macro.dbt.list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.846539}, "macro.dbt.default__list_relations_without_caching": {"unique_id": "macro.dbt.default__list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.846957}, "macro.dbt.get_columns_in_relation": {"unique_id": "macro.dbt.get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.851595}, "macro.dbt.default__get_columns_in_relation": {"unique_id": "macro.dbt.default__get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.852285}, "macro.dbt.sql_convert_columns_in_relation": {"unique_id": "macro.dbt.sql_convert_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.853091}, "macro.dbt.get_columns_in_query": {"unique_id": "macro.dbt.get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.853559}, "macro.dbt.default__get_columns_in_query": {"unique_id": "macro.dbt.default__get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n {% endcall %}\n\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.854439}, "macro.dbt.alter_column_type": {"unique_id": "macro.dbt.alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.85503}, "macro.dbt.default__alter_column_type": {"unique_id": "macro.dbt.default__alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.856618}, "macro.dbt.alter_relation_add_remove_columns": {"unique_id": "macro.dbt.alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8572822}, "macro.dbt.default__alter_relation_add_remove_columns": {"unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8593512}, "macro.dbt.test_unique": {"unique_id": "macro.dbt.test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.87712}, "macro.dbt.test_not_null": {"unique_id": "macro.dbt.test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.877723}, "macro.dbt.test_accepted_values": {"unique_id": "macro.dbt.test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.878474}, "macro.dbt.test_relationships": {"unique_id": "macro.dbt.test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.879189}}, "docs": {"dbt.__overview__": {"unique_id": "dbt.__overview__", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "overview.md", "original_file_path": "docs/overview.md", "name": "__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {}, "metrics": {"metric.test.my_metric": {"fqn": ["test", "my_metric"], "unique_id": "metric.test.my_metric", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "metric.yml", "original_file_path": "models/metric.yml", "name": "my_metric", "description": "", "label": "Count records", "type": "count", "sql": "*", "timestamp": "updated_at", "filters": [], "time_grains": ["day"], "dimensions": [], "model": "ref('my_model')", "model_unique_id": null, "resource_type": "metric", "meta": {}, "tags": [], "sources": [], "depends_on": {"macros": [], "nodes": ["model.test.my_model"]}, "refs": [["my_model"]], "metrics": [], "created_at": 1663058517.2551522}}, "selectors": {}, "disabled": {}, "parent_map": {"model.test.my_model": [], "metric.test.my_metric": ["model.test.my_model"]}, "child_map": {"model.test.my_model": ["metric.test.my_metric"], "metric.test.my_metric": []}} +{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v6.json", "dbt_version": "1.2.1", "generated_at": "2022-09-13T08:42:50.298210Z", "invocation_id": "aa834731-46c3-49aa-8ec8-956dae621b58", "env": {}, "project_id": "098f6bcd4621d373cade4e832627b4f6", "user_id": null, "send_anonymous_usage_stats": false, "adapter_type": "postgres"}, "nodes": {"model.test.my_model": {"raw_sql": "select 1 as id", "resource_type": "model", "depends_on": {"macros": [], "nodes": []}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "view", "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "post-hook": [], "pre-hook": []}, "database": "jerco", "schema": "dbt_jcohen", "fqn": ["test", "my_model"], "unique_id": "model.test.my_model", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "my_model.sql", "original_file_path": "models/my_model.sql", "name": "my_model", "alias": "my_model", "checksum": {"name": "sha256", "checksum": "479636cb85ce8d3b0f8db5ff13cf338b61254ad98d905630eac61f963e719e9d"}, "tags": [], "refs": [], "sources": [], "metrics": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true}, "patch_path": null, "compiled_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1663058263.145605}}, "sources": {}, "macros": {"macro.dbt_postgres.postgres__get_catalog": {"unique_id": "macro.dbt_postgres.postgres__get_catalog", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "name": "postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n\n {%- call statement('catalog', fetch_result=True) -%}\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n\n where (\n {%- for schema in schemas -%}\n upper(sch.nspname) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table, [m]aterialized view\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.441694}, "macro.dbt_postgres.postgres_get_relations": {"unique_id": "macro.dbt_postgres.postgres_get_relations", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "name": "postgres_get_relations", "macro_sql": "{% macro postgres_get_relations () -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.443508}, "macro.dbt_postgres.postgres__create_table_as": {"unique_id": "macro.dbt_postgres.postgres__create_table_as", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.4609761}, "macro.dbt_postgres.postgres__get_create_index_sql": {"unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.462327}, "macro.dbt_postgres.postgres__create_schema": {"unique_id": "macro.dbt_postgres.postgres__create_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.4631748}, "macro.dbt_postgres.postgres__drop_schema": {"unique_id": "macro.dbt_postgres.postgres__drop_schema", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.46401}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.465282}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.46641}, "macro.dbt_postgres.postgres__information_schema_name": {"unique_id": "macro.dbt_postgres.postgres__information_schema_name", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.4668732}, "macro.dbt_postgres.postgres__list_schemas": {"unique_id": "macro.dbt_postgres.postgres__list_schemas", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.4678211}, "macro.dbt_postgres.postgres__check_schema_exists": {"unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.4688902}, "macro.dbt_postgres.postgres__current_timestamp": {"unique_id": "macro.dbt_postgres.postgres__current_timestamp", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.46909}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.469568}, "macro.dbt_postgres.postgres__snapshot_get_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.469843}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.472267}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.472806}, "macro.dbt_postgres.postgres__make_temp_relation": {"unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.473689}, "macro.dbt_postgres.postgres__make_backup_relation": {"unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.4744241}, "macro.dbt_postgres.postgres_escape_comment": {"unique_id": "macro.dbt_postgres.postgres_escape_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.475544}, "macro.dbt_postgres.postgres__alter_relation_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.4761422}, "macro.dbt_postgres.postgres__alter_column_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.477773}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.478305}, "macro.dbt_postgres.postgres__copy_grants": {"unique_id": "macro.dbt_postgres.postgres__copy_grants", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.478604}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "name": "postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.480701}, "macro.dbt_postgres.postgres__dateadd": {"unique_id": "macro.dbt_postgres.postgres__dateadd", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "name": "postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.481434}, "macro.dbt_postgres.postgres__listagg": {"unique_id": "macro.dbt_postgres.postgres__listagg", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "name": "postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.483254}, "macro.dbt_postgres.postgres__datediff": {"unique_id": "macro.dbt_postgres.postgres__datediff", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "name": "postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.492169}, "macro.dbt_postgres.postgres__any_value": {"unique_id": "macro.dbt_postgres.postgres__any_value", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "name": "postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.4927092}, "macro.dbt_postgres.postgres__last_day": {"unique_id": "macro.dbt_postgres.postgres__last_day", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "name": "postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.494153}, "macro.dbt_postgres.postgres__split_part": {"unique_id": "macro.dbt_postgres.postgres__split_part", "package_name": "dbt_postgres", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "name": "postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.495394}, "macro.dbt.run_hooks": {"unique_id": "macro.dbt.run_hooks", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.498407}, "macro.dbt.make_hook_config": {"unique_id": "macro.dbt.make_hook_config", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.4989262}, "macro.dbt.before_begin": {"unique_id": "macro.dbt.before_begin", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.499295}, "macro.dbt.in_transaction": {"unique_id": "macro.dbt.in_transaction", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.4996538}, "macro.dbt.after_commit": {"unique_id": "macro.dbt.after_commit", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5000162}, "macro.dbt.set_sql_header": {"unique_id": "macro.dbt.set_sql_header", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5011232}, "macro.dbt.should_full_refresh": {"unique_id": "macro.dbt.should_full_refresh", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.50192}, "macro.dbt.should_store_failures": {"unique_id": "macro.dbt.should_store_failures", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.502719}, "macro.dbt.snapshot_merge_sql": {"unique_id": "macro.dbt.snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "name": "snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.50401}, "macro.dbt.default__snapshot_merge_sql": {"unique_id": "macro.dbt.default__snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "name": "default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.504728}, "macro.dbt.strategy_dispatch": {"unique_id": "macro.dbt.strategy_dispatch", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.51448}, "macro.dbt.snapshot_hash_arguments": {"unique_id": "macro.dbt.snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.51492}, "macro.dbt.default__snapshot_hash_arguments": {"unique_id": "macro.dbt.default__snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5155}, "macro.dbt.snapshot_get_time": {"unique_id": "macro.dbt.snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_get_time", "macro_sql": "{% macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.515872}, "macro.dbt.default__snapshot_get_time": {"unique_id": "macro.dbt.default__snapshot_get_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() -%}\n {{ current_timestamp() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.516114}, "macro.dbt.snapshot_timestamp_strategy": {"unique_id": "macro.dbt.snapshot_timestamp_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.518018}, "macro.dbt.snapshot_string_as_time": {"unique_id": "macro.dbt.snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5184388}, "macro.dbt.default__snapshot_string_as_time": {"unique_id": "macro.dbt.default__snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5188859}, "macro.dbt.snapshot_check_all_get_existing_columns": {"unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_sql']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n select {{ check_cols_config | join(', ') }} from ({{ node['compiled_sql'] }}) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.522562}, "macro.dbt.snapshot_check_strategy": {"unique_id": "macro.dbt.snapshot_check_strategy", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.526156}, "macro.dbt.create_columns": {"unique_id": "macro.dbt.create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.53722}, "macro.dbt.default__create_columns": {"unique_id": "macro.dbt.default__create_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.537965}, "macro.dbt.post_snapshot": {"unique_id": "macro.dbt.post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.538402}, "macro.dbt.default__post_snapshot": {"unique_id": "macro.dbt.default__post_snapshot", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.538624}, "macro.dbt.get_true_sql": {"unique_id": "macro.dbt.get_true_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.538997}, "macro.dbt.default__get_true_sql": {"unique_id": "macro.dbt.default__get_true_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.539289}, "macro.dbt.snapshot_staging_table": {"unique_id": "macro.dbt.snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.539823}, "macro.dbt.default__snapshot_staging_table": {"unique_id": "macro.dbt.default__snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.542159}, "macro.dbt.build_snapshot_table": {"unique_id": "macro.dbt.build_snapshot_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5426402}, "macro.dbt.default__build_snapshot_table": {"unique_id": "macro.dbt.default__build_snapshot_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.543298}, "macro.dbt.build_snapshot_staging_table": {"unique_id": "macro.dbt.build_snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5444548}, "macro.dbt.materialization_snapshot_default": {"unique_id": "macro.dbt.materialization_snapshot_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "name": "materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_sql']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.561558}, "macro.dbt.materialization_test_default": {"unique_id": "macro.dbt.materialization_test_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "name": "materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type='table') -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ create_table_as(False, target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5671492}, "macro.dbt.get_test_sql": {"unique_id": "macro.dbt.get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "name": "get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5684512}, "macro.dbt.default__get_test_sql": {"unique_id": "macro.dbt.default__get_test_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "name": "default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.569262}, "macro.dbt.get_where_subquery": {"unique_id": "macro.dbt.get_where_subquery", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "name": "get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.570368}, "macro.dbt.default__get_where_subquery": {"unique_id": "macro.dbt.default__get_where_subquery", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "name": "default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5713542}, "macro.dbt.get_quoted_csv": {"unique_id": "macro.dbt.get_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5735822}, "macro.dbt.diff_columns": {"unique_id": "macro.dbt.diff_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.5750248}, "macro.dbt.diff_column_data_types": {"unique_id": "macro.dbt.diff_column_data_types", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.576639}, "macro.dbt.get_merge_sql": {"unique_id": "macro.dbt.get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, predicates=none) -%}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, predicates) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.591182}, "macro.dbt.default__get_merge_sql": {"unique_id": "macro.dbt.default__get_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, predicates) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set update_columns = config.get('merge_update_columns', default = dest_columns | map(attribute=\"quoted\") | list) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{ predicates | join(' and ') }}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.595134}, "macro.dbt.get_delete_insert_merge_sql": {"unique_id": "macro.dbt.get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.622782}, "macro.dbt.default__get_delete_insert_merge_sql": {"unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last }}\n {% endfor %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n );\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.624852}, "macro.dbt.get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.625576}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.627269}, "macro.dbt.is_incremental": {"unique_id": "macro.dbt.is_incremental", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "name": "is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.6292028}, "macro.dbt.materialization_incremental_default": {"unique_id": "macro.dbt.materialization_incremental_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "name": "materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n {% set build_sql = get_delete_insert_merge_sql(target_relation, temp_relation, unique_key, dest_columns) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.get_delete_insert_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.6413598}, "macro.dbt.incremental_validate_on_schema_change": {"unique_id": "macro.dbt.incremental_validate_on_schema_change", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.654586}, "macro.dbt.check_for_schema_changes": {"unique_id": "macro.dbt.check_for_schema_changes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.6579268}, "macro.dbt.sync_column_schemas": {"unique_id": "macro.dbt.sync_column_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.6611688}, "macro.dbt.process_schema_changes": {"unique_id": "macro.dbt.process_schema_changes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.663094}, "macro.dbt.materialization_table_default": {"unique_id": "macro.dbt.materialization_table_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/table.sql", "original_file_path": "macros/materializations/models/table/table.sql", "name": "materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.670167}, "macro.dbt.get_create_table_as_sql": {"unique_id": "macro.dbt.get_create_table_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.6714208}, "macro.dbt.default__get_create_table_as_sql": {"unique_id": "macro.dbt.default__get_create_table_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.671903}, "macro.dbt.create_table_as": {"unique_id": "macro.dbt.create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, sql) -%}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.67243}, "macro.dbt.default__create_table_as": {"unique_id": "macro.dbt.default__create_table_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.673532}, "macro.dbt.materialization_view_default": {"unique_id": "macro.dbt.materialization_view_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/view.sql", "original_file_path": "macros/materializations/models/view/view.sql", "name": "materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.680615}, "macro.dbt.handle_existing_table": {"unique_id": "macro.dbt.handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "name": "handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.6815622}, "macro.dbt.default__handle_existing_table": {"unique_id": "macro.dbt.default__handle_existing_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "name": "default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.682152}, "macro.dbt.create_or_replace_view": {"unique_id": "macro.dbt.create_or_replace_view", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/models/view/create_or_replace_view.sql", "name": "create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=True) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.686346}, "macro.dbt.get_create_view_as_sql": {"unique_id": "macro.dbt.get_create_view_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.687447}, "macro.dbt.default__get_create_view_as_sql": {"unique_id": "macro.dbt.default__get_create_view_as_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.6878788}, "macro.dbt.create_view_as": {"unique_id": "macro.dbt.create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.688359}, "macro.dbt.default__create_view_as": {"unique_id": "macro.dbt.default__create_view_as", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }} as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.6890602}, "macro.dbt.materialization_seed_default": {"unique_id": "macro.dbt.materialization_seed_default", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "name": "materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparision later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.698056}, "macro.dbt.create_csv_table": {"unique_id": "macro.dbt.create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7117178}, "macro.dbt.default__create_csv_table": {"unique_id": "macro.dbt.default__create_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7141619}, "macro.dbt.reset_csv_table": {"unique_id": "macro.dbt.reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.714784}, "macro.dbt.default__reset_csv_table": {"unique_id": "macro.dbt.default__reset_csv_table", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.716077}, "macro.dbt.get_csv_sql": {"unique_id": "macro.dbt.get_csv_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.716581}, "macro.dbt.default__get_csv_sql": {"unique_id": "macro.dbt.default__get_csv_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.716925}, "macro.dbt.get_binding_char": {"unique_id": "macro.dbt.get_binding_char", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.717283}, "macro.dbt.default__get_binding_char": {"unique_id": "macro.dbt.default__get_binding_char", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.717576}, "macro.dbt.get_batch_size": {"unique_id": "macro.dbt.get_batch_size", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.717988}, "macro.dbt.default__get_batch_size": {"unique_id": "macro.dbt.default__get_batch_size", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.718283}, "macro.dbt.get_seed_column_quoted_csv": {"unique_id": "macro.dbt.get_seed_column_quoted_csv", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.719548}, "macro.dbt.load_csv_rows": {"unique_id": "macro.dbt.load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.720028}, "macro.dbt.default__load_csv_rows": {"unique_id": "macro.dbt.default__load_csv_rows", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.723425}, "macro.dbt.generate_alias_name": {"unique_id": "macro.dbt.generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "name": "generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.724572}, "macro.dbt.default__generate_alias_name": {"unique_id": "macro.dbt.default__generate_alias_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "name": "default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name is none -%}\n\n {{ node.name }}\n\n {%- else -%}\n\n {{ custom_alias_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.725169}, "macro.dbt.generate_schema_name": {"unique_id": "macro.dbt.generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.72671}, "macro.dbt.default__generate_schema_name": {"unique_id": "macro.dbt.default__generate_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.727396}, "macro.dbt.generate_schema_name_for_env": {"unique_id": "macro.dbt.generate_schema_name_for_env", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.728158}, "macro.dbt.generate_database_name": {"unique_id": "macro.dbt.generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "name": "generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.729355}, "macro.dbt.default__generate_database_name": {"unique_id": "macro.dbt.default__generate_database_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "name": "default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.73002}, "macro.dbt.default__test_relationships": {"unique_id": "macro.dbt.default__test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "name": "default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7310588}, "macro.dbt.default__test_not_null": {"unique_id": "macro.dbt.default__test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "name": "default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.731988}, "macro.dbt.default__test_unique": {"unique_id": "macro.dbt.default__test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "name": "default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.732775}, "macro.dbt.default__test_accepted_values": {"unique_id": "macro.dbt.default__test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "name": "default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.734423}, "macro.dbt.statement": {"unique_id": "macro.dbt.statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "statement", "macro_sql": "{% macro statement(name=None, fetch_result=False, auto_begin=True) -%}\n {%- if execute: -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- set res, table = adapter.execute(sql, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.737539}, "macro.dbt.noop_statement": {"unique_id": "macro.dbt.noop_statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.739098}, "macro.dbt.run_query": {"unique_id": "macro.dbt.run_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.739882}, "macro.dbt.convert_datetime": {"unique_id": "macro.dbt.convert_datetime", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.744986}, "macro.dbt.dates_in_range": {"unique_id": "macro.dbt.dates_in_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7483132}, "macro.dbt.partition_range": {"unique_id": "macro.dbt.partition_range", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.750348}, "macro.dbt.py_current_timestring": {"unique_id": "macro.dbt.py_current_timestring", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.750963}, "macro.dbt.except": {"unique_id": "macro.dbt.except", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "name": "except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7517078}, "macro.dbt.default__except": {"unique_id": "macro.dbt.default__except", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "name": "default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.751895}, "macro.dbt.replace": {"unique_id": "macro.dbt.replace", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "name": "replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.752911}, "macro.dbt.default__replace": {"unique_id": "macro.dbt.default__replace", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "name": "default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.753338}, "macro.dbt.concat": {"unique_id": "macro.dbt.concat", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "name": "concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7541351}, "macro.dbt.default__concat": {"unique_id": "macro.dbt.default__concat", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "name": "default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.754451}, "macro.dbt.length": {"unique_id": "macro.dbt.length", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "name": "length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.75524}, "macro.dbt.default__length": {"unique_id": "macro.dbt.default__length", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "name": "default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.755511}, "macro.dbt.dateadd": {"unique_id": "macro.dbt.dateadd", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "name": "dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7565598}, "macro.dbt.default__dateadd": {"unique_id": "macro.dbt.default__dateadd", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "name": "default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.756995}, "macro.dbt.intersect": {"unique_id": "macro.dbt.intersect", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "name": "intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7577422}, "macro.dbt.default__intersect": {"unique_id": "macro.dbt.default__intersect", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "name": "default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7579389}, "macro.dbt.escape_single_quotes": {"unique_id": "macro.dbt.escape_single_quotes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "name": "escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7587788}, "macro.dbt.default__escape_single_quotes": {"unique_id": "macro.dbt.default__escape_single_quotes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "name": "default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.75913}, "macro.dbt.right": {"unique_id": "macro.dbt.right", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "name": "right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.760025}, "macro.dbt.default__right": {"unique_id": "macro.dbt.default__right", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "name": "default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.760372}, "macro.dbt.listagg": {"unique_id": "macro.dbt.listagg", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "name": "listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.762194}, "macro.dbt.default__listagg": {"unique_id": "macro.dbt.default__listagg", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "name": "default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7634282}, "macro.dbt.datediff": {"unique_id": "macro.dbt.datediff", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "name": "datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.764456}, "macro.dbt.default__datediff": {"unique_id": "macro.dbt.default__datediff", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "name": "default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.764895}, "macro.dbt.safe_cast": {"unique_id": "macro.dbt.safe_cast", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "name": "safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.76579}, "macro.dbt.default__safe_cast": {"unique_id": "macro.dbt.default__safe_cast", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "name": "default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7661529}, "macro.dbt.hash": {"unique_id": "macro.dbt.hash", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "name": "hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.766952}, "macro.dbt.default__hash": {"unique_id": "macro.dbt.default__hash", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "name": "default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.767371}, "macro.dbt.cast_bool_to_text": {"unique_id": "macro.dbt.cast_bool_to_text", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "name": "cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7681432}, "macro.dbt.default__cast_bool_to_text": {"unique_id": "macro.dbt.default__cast_bool_to_text", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "name": "default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.768564}, "macro.dbt.any_value": {"unique_id": "macro.dbt.any_value", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "name": "any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.769363}, "macro.dbt.default__any_value": {"unique_id": "macro.dbt.default__any_value", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "name": "default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.769631}, "macro.dbt.position": {"unique_id": "macro.dbt.position", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "name": "position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.770546}, "macro.dbt.default__position": {"unique_id": "macro.dbt.default__position", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "name": "default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7708979}, "macro.dbt.string_literal": {"unique_id": "macro.dbt.string_literal", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "name": "string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.77168}, "macro.dbt.default__string_literal": {"unique_id": "macro.dbt.default__string_literal", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "name": "default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.771949}, "macro.dbt.type_string": {"unique_id": "macro.dbt.type_string", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.775103}, "macro.dbt.default__type_string": {"unique_id": "macro.dbt.default__type_string", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7755132}, "macro.dbt.type_timestamp": {"unique_id": "macro.dbt.type_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7759519}, "macro.dbt.default__type_timestamp": {"unique_id": "macro.dbt.default__type_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.776351}, "macro.dbt.type_float": {"unique_id": "macro.dbt.type_float", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7769148}, "macro.dbt.default__type_float": {"unique_id": "macro.dbt.default__type_float", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.777309}, "macro.dbt.type_numeric": {"unique_id": "macro.dbt.type_numeric", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7777238}, "macro.dbt.default__type_numeric": {"unique_id": "macro.dbt.default__type_numeric", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.778186}, "macro.dbt.type_bigint": {"unique_id": "macro.dbt.type_bigint", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7786}, "macro.dbt.default__type_bigint": {"unique_id": "macro.dbt.default__type_bigint", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.778995}, "macro.dbt.type_int": {"unique_id": "macro.dbt.type_int", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7794151}, "macro.dbt.default__type_int": {"unique_id": "macro.dbt.default__type_int", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.779795}, "macro.dbt.bool_or": {"unique_id": "macro.dbt.bool_or", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "name": "bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.780659}, "macro.dbt.default__bool_or": {"unique_id": "macro.dbt.default__bool_or", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "name": "default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.780927}, "macro.dbt.last_day": {"unique_id": "macro.dbt.last_day", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "name": "last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.782002}, "macro.dbt.default_last_day": {"unique_id": "macro.dbt.default_last_day", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "name": "default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.782704}, "macro.dbt.default__last_day": {"unique_id": "macro.dbt.default__last_day", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "name": "default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7830899}, "macro.dbt.split_part": {"unique_id": "macro.dbt.split_part", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "name": "split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7846441}, "macro.dbt.default__split_part": {"unique_id": "macro.dbt.default__split_part", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "name": "default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7850811}, "macro.dbt._split_part_negative": {"unique_id": "macro.dbt._split_part_negative", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "name": "_split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 {{ part_number }}\n )\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.785673}, "macro.dbt.date_trunc": {"unique_id": "macro.dbt.date_trunc", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "name": "date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7865448}, "macro.dbt.default__date_trunc": {"unique_id": "macro.dbt.default__date_trunc", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "name": "default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.786887}, "macro.dbt.create_schema": {"unique_id": "macro.dbt.create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.788033}, "macro.dbt.default__create_schema": {"unique_id": "macro.dbt.default__create_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7884989}, "macro.dbt.drop_schema": {"unique_id": "macro.dbt.drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.788918}, "macro.dbt.default__drop_schema": {"unique_id": "macro.dbt.default__drop_schema", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.7895281}, "macro.dbt.get_create_index_sql": {"unique_id": "macro.dbt.get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.79088}, "macro.dbt.default__get_create_index_sql": {"unique_id": "macro.dbt.default__get_create_index_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.791239}, "macro.dbt.create_indexes": {"unique_id": "macro.dbt.create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.791649}, "macro.dbt.default__create_indexes": {"unique_id": "macro.dbt.default__create_indexes", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.792712}, "macro.dbt.make_intermediate_relation": {"unique_id": "macro.dbt.make_intermediate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.80177}, "macro.dbt.default__make_intermediate_relation": {"unique_id": "macro.dbt.default__make_intermediate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.802206}, "macro.dbt.make_temp_relation": {"unique_id": "macro.dbt.make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.802784}, "macro.dbt.default__make_temp_relation": {"unique_id": "macro.dbt.default__make_temp_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8035462}, "macro.dbt.make_backup_relation": {"unique_id": "macro.dbt.make_backup_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.804203}, "macro.dbt.default__make_backup_relation": {"unique_id": "macro.dbt.default__make_backup_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.805045}, "macro.dbt.drop_relation": {"unique_id": "macro.dbt.drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.805522}, "macro.dbt.default__drop_relation": {"unique_id": "macro.dbt.default__drop_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8060842}, "macro.dbt.truncate_relation": {"unique_id": "macro.dbt.truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.806554}, "macro.dbt.default__truncate_relation": {"unique_id": "macro.dbt.default__truncate_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.806978}, "macro.dbt.rename_relation": {"unique_id": "macro.dbt.rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8075058}, "macro.dbt.default__rename_relation": {"unique_id": "macro.dbt.default__rename_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.808251}, "macro.dbt.get_or_create_relation": {"unique_id": "macro.dbt.get_or_create_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.808909}, "macro.dbt.default__get_or_create_relation": {"unique_id": "macro.dbt.default__get_or_create_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.810538}, "macro.dbt.load_cached_relation": {"unique_id": "macro.dbt.load_cached_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8111548}, "macro.dbt.load_relation": {"unique_id": "macro.dbt.load_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.811518}, "macro.dbt.drop_relation_if_exists": {"unique_id": "macro.dbt.drop_relation_if_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.812018}, "macro.dbt.current_timestamp": {"unique_id": "macro.dbt.current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "current_timestamp", "macro_sql": "{% macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.813409}, "macro.dbt.default__current_timestamp": {"unique_id": "macro.dbt.default__current_timestamp", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter '+adapter.type()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.813792}, "macro.dbt.collect_freshness": {"unique_id": "macro.dbt.collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8143969}, "macro.dbt.default__collect_freshness": {"unique_id": "macro.dbt.default__collect_freshness", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.815532}, "macro.dbt.copy_grants": {"unique_id": "macro.dbt.copy_grants", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.820182}, "macro.dbt.default__copy_grants": {"unique_id": "macro.dbt.default__copy_grants", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.820483}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.820917}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8212}, "macro.dbt.should_revoke": {"unique_id": "macro.dbt.should_revoke", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8221052}, "macro.dbt.get_show_grant_sql": {"unique_id": "macro.dbt.get_show_grant_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8225951}, "macro.dbt.default__get_show_grant_sql": {"unique_id": "macro.dbt.default__get_show_grant_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.822855}, "macro.dbt.get_grant_sql": {"unique_id": "macro.dbt.get_grant_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.823464}, "macro.dbt.default__get_grant_sql": {"unique_id": "macro.dbt.default__get_grant_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.823967}, "macro.dbt.get_revoke_sql": {"unique_id": "macro.dbt.get_revoke_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8245819}, "macro.dbt.default__get_revoke_sql": {"unique_id": "macro.dbt.default__get_revoke_sql", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.825077}, "macro.dbt.get_dcl_statement_list": {"unique_id": "macro.dbt.get_dcl_statement_list", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.825684}, "macro.dbt.default__get_dcl_statement_list": {"unique_id": "macro.dbt.default__get_dcl_statement_list", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.827622}, "macro.dbt.call_dcl_statements": {"unique_id": "macro.dbt.call_dcl_statements", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.828118}, "macro.dbt.default__call_dcl_statements": {"unique_id": "macro.dbt.default__call_dcl_statements", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.828738}, "macro.dbt.apply_grants": {"unique_id": "macro.dbt.apply_grants", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8293319}, "macro.dbt.default__apply_grants": {"unique_id": "macro.dbt.default__apply_grants", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8324008}, "macro.dbt.alter_column_comment": {"unique_id": "macro.dbt.alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.834379}, "macro.dbt.default__alter_column_comment": {"unique_id": "macro.dbt.default__alter_column_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.834809}, "macro.dbt.alter_relation_comment": {"unique_id": "macro.dbt.alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.835356}, "macro.dbt.default__alter_relation_comment": {"unique_id": "macro.dbt.default__alter_relation_comment", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.835799}, "macro.dbt.persist_docs": {"unique_id": "macro.dbt.persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8365178}, "macro.dbt.default__persist_docs": {"unique_id": "macro.dbt.default__persist_docs", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.837826}, "macro.dbt.get_catalog": {"unique_id": "macro.dbt.get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.841973}, "macro.dbt.default__get_catalog": {"unique_id": "macro.dbt.default__get_catalog", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.842654}, "macro.dbt.information_schema_name": {"unique_id": "macro.dbt.information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.843149}, "macro.dbt.default__information_schema_name": {"unique_id": "macro.dbt.default__information_schema_name", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8435562}, "macro.dbt.list_schemas": {"unique_id": "macro.dbt.list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8440409}, "macro.dbt.default__list_schemas": {"unique_id": "macro.dbt.default__list_schemas", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8447008}, "macro.dbt.check_schema_exists": {"unique_id": "macro.dbt.check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.845243}, "macro.dbt.default__check_schema_exists": {"unique_id": "macro.dbt.default__check_schema_exists", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.846046}, "macro.dbt.list_relations_without_caching": {"unique_id": "macro.dbt.list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.846539}, "macro.dbt.default__list_relations_without_caching": {"unique_id": "macro.dbt.default__list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.846957}, "macro.dbt.get_columns_in_relation": {"unique_id": "macro.dbt.get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.851595}, "macro.dbt.default__get_columns_in_relation": {"unique_id": "macro.dbt.default__get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.852285}, "macro.dbt.sql_convert_columns_in_relation": {"unique_id": "macro.dbt.sql_convert_columns_in_relation", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.853091}, "macro.dbt.get_columns_in_query": {"unique_id": "macro.dbt.get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.853559}, "macro.dbt.default__get_columns_in_query": {"unique_id": "macro.dbt.default__get_columns_in_query", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n {% endcall %}\n\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.854439}, "macro.dbt.alter_column_type": {"unique_id": "macro.dbt.alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.85503}, "macro.dbt.default__alter_column_type": {"unique_id": "macro.dbt.default__alter_column_type", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.856618}, "macro.dbt.alter_relation_add_remove_columns": {"unique_id": "macro.dbt.alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8572822}, "macro.dbt.default__alter_relation_add_remove_columns": {"unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.8593512}, "macro.dbt.test_unique": {"unique_id": "macro.dbt.test_unique", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.87712}, "macro.dbt.test_not_null": {"unique_id": "macro.dbt.test_not_null", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.877723}, "macro.dbt.test_accepted_values": {"unique_id": "macro.dbt.test_accepted_values", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.878474}, "macro.dbt.test_relationships": {"unique_id": "macro.dbt.test_relationships", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true}, "patch_path": null, "arguments": [], "created_at": 1663058262.879189}}, "docs": {"dbt.__overview__": {"unique_id": "dbt.__overview__", "package_name": "dbt", "root_path": "/Users/jerco/dev/scratch/testy/env/lib/python3.9/site-packages/dbt/include/global_project", "path": "overview.md", "original_file_path": "docs/overview.md", "name": "__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {}, "metrics": {"metric.test.my_metric": {"fqn": ["test", "my_metric"], "unique_id": "metric.test.my_metric", "package_name": "test", "root_path": "/Users/jerco/dev/scratch/testy", "path": "metric.yml", "original_file_path": "models/metric.yml", "name": "my_metric", "description": "", "label": "Count records", "type": "count", "sql": "*", "timestamp": "updated_at", "filters": [], "time_grains": ["day"], "dimensions": [], "model": "ref('my_model')", "model_unique_id": null, "resource_type": "metric", "meta": {}, "tags": [], "sources": [], "depends_on": {"macros": [], "nodes": ["model.test.my_model"]}, "refs": [["my_model"]], "metrics": [], "created_at": 1663058517.2551522}}, "selectors": {}, "disabled": {}, "parent_map": {"model.test.my_model": [], "metric.test.my_metric": ["model.test.my_model"]}, "child_map": {"model.test.my_model": ["metric.test.my_metric"], "metric.test.my_metric": []}} diff --git a/tests/functional/artifacts/data/state/v7/manifest.json b/tests/functional/artifacts/data/state/v7/manifest.json index 687ef478bd1..e8529bd3cb7 100644 --- a/tests/functional/artifacts/data/state/v7/manifest.json +++ b/tests/functional/artifacts/data/state/v7/manifest.json @@ -1 +1 @@ -{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v7.json", "dbt_version": "1.3.2", "generated_at": "2023-02-13T21:34:36.870255Z", "invocation_id": "96c0aa43-0ccd-4420-a50c-05c0f22a0df1", "env": {}, "project_id": "098f6bcd4621d373cade4e832627b4f6", "user_id": null, "send_anonymous_usage_stats": false, "adapter_type": "postgres"}, "nodes": {"model.test.my_model": {"resource_type": "model", "depends_on": {"macros": [], "nodes": []}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "post-hook": [], "pre-hook": []}, "database": "dbt", "schema": "test16763240740000063267_test_previous_version_state", "fqn": ["test", "my_model"], "unique_id": "model.test.my_model", "raw_code": "select 1 as id", "language": "sql", "package_name": "test", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-126/project0", "path": "my_model.sql", "original_file_path": "models/my_model.sql", "name": "my_model", "alias": "my_model", "checksum": {"name": "sha256", "checksum": "2b9123e04ab8bb798f7c565afdc3ee0e56fcd66b4bfbdb435b4891c878d947c5"}, "tags": [], "refs": [], "sources": [], "metrics": [], "description": "Example model", "columns": {"id": {"name": "id", "description": "", "meta": {}, "data_type": null, "quote": null, "tags": []}}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": "test://models/schema.yml", "compiled_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1676324075.566336}, "snapshot.test.snapshot_seed": {"resource_type": "snapshot", "depends_on": {"macros": [], "nodes": ["seed.test.my_seed"]}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "snapshot", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": "id", "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "strategy": "check", "target_schema": "test16763240740000063267_test_previous_version_state", "target_database": null, "updated_at": null, "check_cols": "all", "post-hook": [], "pre-hook": []}, "database": "dbt", "schema": "test16763240740000063267_test_previous_version_state", "fqn": ["test", "snapshot_seed", "snapshot_seed"], "unique_id": "snapshot.test.snapshot_seed", "raw_code": "\n{{\n config(\n unique_key='id',\n strategy='check',\n check_cols='all',\n target_schema=schema,\n )\n}}\nselect * from {{ ref('my_seed') }}\n", "language": "sql", "package_name": "test", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-126/project0", "path": "snapshot_seed.sql", "original_file_path": "snapshots/snapshot_seed.sql", "name": "snapshot_seed", "alias": "snapshot_seed", "checksum": {"name": "sha256", "checksum": "00c13c306831070996970605fbc4c901aa456e1ed1c028725a932e4e6a4ffb0a"}, "tags": [], "refs": [["my_seed"]], "sources": [], "metrics": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "compiled_path": null, "build_path": null, "deferred": false, "unrendered_config": {"unique_key": "id", "strategy": "check", "check_cols": "all", "target_schema": "test16763240740000063267_test_previous_version_state"}, "created_at": 1676324075.423856}, "analysis.test.a": {"resource_type": "analysis", "depends_on": {"macros": [], "nodes": []}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "post-hook": [], "pre-hook": []}, "database": "dbt", "schema": "test16763240740000063267_test_previous_version_state", "fqn": ["test", "analysis", "a"], "unique_id": "analysis.test.a", "raw_code": "select 4 as id", "language": "sql", "package_name": "test", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-126/project0", "path": "analysis/a.sql", "original_file_path": "analyses/a.sql", "name": "a", "alias": "a", "checksum": {"name": "sha256", "checksum": "bd1ee600e4e80d03f488fee52a66e8d51b5be2b98acc20df1cf8be4670d86ae5"}, "tags": [], "refs": [], "sources": [], "metrics": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "compiled_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1676324075.453177}, "test.test.just_my": {"resource_type": "test", "depends_on": {"macros": [], "nodes": ["model.test.my_model"]}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["data_test_tag"], "meta": {}, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "database": "dbt", "schema": "test16763240740000063267_test_previous_version_state_dbt_test__audit", "fqn": ["test", "just_my"], "unique_id": "test.test.just_my", "raw_code": "{{ config(tags = ['data_test_tag']) }}\n\nselect * from {{ ref('my_model') }}\nwhere false", "language": "sql", "package_name": "test", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-126/project0", "path": "just_my.sql", "original_file_path": "tests/just_my.sql", "name": "just_my", "alias": "just_my", "checksum": {"name": "sha256", "checksum": "f30b7a814e0e3761d1a8042aa40d658d6c33affb28cd92782b0f56559c414fd8"}, "tags": ["data_test_tag"], "refs": [["my_model"]], "sources": [], "metrics": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "compiled_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["data_test_tag"]}, "created_at": 1676324075.520421}, "seed.test.my_seed": {"resource_type": "seed", "depends_on": {"macros": [], "nodes": []}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "quote_columns": null, "post-hook": [], "pre-hook": []}, "database": "dbt", "schema": "test16763240740000063267_test_previous_version_state", "fqn": ["test", "my_seed"], "unique_id": "seed.test.my_seed", "raw_code": "", "language": "sql", "package_name": "test", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-126/project0", "path": "my_seed.csv", "original_file_path": "seeds/my_seed.csv", "name": "my_seed", "alias": "my_seed", "checksum": {"name": "sha256", "checksum": "22697c9b76d73a6c7561554ddb2ce101428ea2737ba8dc500d52ebcfdcfcfc13"}, "tags": [], "refs": [], "sources": [], "metrics": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "compiled_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1676324075.542836}, "test.test.not_null_my_model_id.43e0e9183a": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "id", "model": "{{ get_where_subquery(ref('my_model')) }}"}, "namespace": null}, "resource_type": "test", "depends_on": {"macros": ["macro.dbt.test_not_null"], "nodes": ["model.test.my_model"]}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "database": "dbt", "schema": "test16763240740000063267_test_previous_version_state_dbt_test__audit", "fqn": ["test", "not_null_my_model_id"], "unique_id": "test.test.not_null_my_model_id.43e0e9183a", "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "package_name": "test", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-126/project0", "path": "not_null_my_model_id.sql", "original_file_path": "models/schema.yml", "name": "not_null_my_model_id", "alias": "not_null_my_model_id", "checksum": {"name": "none", "checksum": ""}, "tags": [], "refs": [["my_model"]], "sources": [], "metrics": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "compiled_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1676324075.575407, "column_name": "id", "file_key_name": "models.my_model"}, "test.test.check_nothing_my_model_.d5a5e66110": {"test_metadata": {"name": "check_nothing", "kwargs": {"model": "{{ get_where_subquery(ref('my_model')) }}"}, "namespace": null}, "resource_type": "test", "depends_on": {"macros": ["macro.test.test_check_nothing", "macro.dbt.get_where_subquery"], "nodes": ["model.test.my_model"]}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "database": "dbt", "schema": "test16763240740000063267_test_previous_version_state_dbt_test__audit", "fqn": ["test", "check_nothing_my_model_"], "unique_id": "test.test.check_nothing_my_model_.d5a5e66110", "raw_code": "{{ test_check_nothing(**_dbt_generic_test_kwargs) }}", "language": "sql", "package_name": "test", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-126/project0", "path": "check_nothing_my_model_.sql", "original_file_path": "models/schema.yml", "name": "check_nothing_my_model_", "alias": "check_nothing_my_model_", "checksum": {"name": "none", "checksum": ""}, "tags": [], "refs": [["my_model"]], "sources": [], "metrics": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "compiled_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1676324075.577614, "column_name": null, "file_key_name": "models.my_model"}}, "sources": {"source.test.my_source.my_table": {"fqn": ["test", "my_source", "my_table"], "database": "dbt", "schema": "my_source", "unique_id": "source.test.my_source.my_table", "package_name": "test", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-126/project0", "path": "models/schema.yml", "original_file_path": "models/schema.yml", "name": "my_table", "source_name": "my_source", "source_description": "My source", "loader": "a_loader", "identifier": "my_seed", "resource_type": "source", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "My table", "columns": {}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"dbt\".\"my_source\".\"my_seed\"", "created_at": 1676324075.624893}}, "macros": {"macro.test.test_check_nothing": {"unique_id": "macro.test.test_check_nothing", "package_name": "test", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-126/project0", "path": "macros/dummy_test.sql", "original_file_path": "macros/dummy_test.sql", "name": "test_check_nothing", "macro_sql": "{% test check_nothing(model) %}\n-- a silly test to make sure that table-level tests show up in the manifest\n-- without a column_name field\n\nselect 0\n\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.712246, "supported_languages": null}, "macro.test.test_disabled_check_nothing": {"unique_id": "macro.test.test_disabled_check_nothing", "package_name": "test", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-126/project0", "path": "macros/disabled_dummy_test.sql", "original_file_path": "macros/disabled_dummy_test.sql", "name": "test_disabled_check_nothing", "macro_sql": "{% test disabled_check_nothing(model) %}\n-- a silly test to make sure that table-level tests show up in the manifest\n-- without a column_name field\n\n{{ config(enabled=False) }}\nselect 0\n\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.713166, "supported_languages": null}, "macro.test.do_nothing": {"unique_id": "macro.test.do_nothing", "package_name": "test", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-126/project0", "path": "macros/do_nothing.sql", "original_file_path": "macros/do_nothing.sql", "name": "do_nothing", "macro_sql": "{% macro do_nothing(foo2, bar2) %}\n select\n '{{ foo2 }}' as foo2,\n '{{ bar2 }}' as bar2\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.7140381, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp": {"unique_id": "macro.dbt_postgres.postgres__current_timestamp", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "name": "postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.714999, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "name": "postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.715521, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "name": "postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.7158241, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "name": "postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.716109, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "name": "postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.7164018, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"unique_id": "macro.dbt_postgres.postgres__get_catalog", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "name": "postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n\n {%- call statement('catalog', fetch_result=True) -%}\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n\n where (\n {%- for schema in schemas -%}\n upper(sch.nspname) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table, [m]aterialized view\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.719163, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"unique_id": "macro.dbt_postgres.postgres_get_relations", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "name": "postgres_get_relations", "macro_sql": "{% macro postgres_get_relations () -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.7208161, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"unique_id": "macro.dbt_postgres.postgres__create_table_as", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.733047, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.734891, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"unique_id": "macro.dbt_postgres.postgres__create_schema", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.735866, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"unique_id": "macro.dbt_postgres.postgres__drop_schema", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.736712, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.738183, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.739969, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"unique_id": "macro.dbt_postgres.postgres__information_schema_name", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.740651, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"unique_id": "macro.dbt_postgres.postgres__list_schemas", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.741567, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.742538, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.744768, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.745294, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.746094, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.746795, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"unique_id": "macro.dbt_postgres.postgres_escape_comment", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.747864, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.7484329, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.7500181, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.750537, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"unique_id": "macro.dbt_postgres.postgres__copy_grants", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.750845, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "name": "postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.752257, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "name": "postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.754163, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"unique_id": "macro.dbt_postgres.postgres__dateadd", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "name": "postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.755116, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"unique_id": "macro.dbt_postgres.postgres__listagg", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "name": "postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.757173, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"unique_id": "macro.dbt_postgres.postgres__datediff", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "name": "postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.765253, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"unique_id": "macro.dbt_postgres.postgres__any_value", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "name": "postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.766171, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"unique_id": "macro.dbt_postgres.postgres__last_day", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "name": "postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.767721, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"unique_id": "macro.dbt_postgres.postgres__split_part", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "name": "postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.7690408, "supported_languages": null}, "macro.dbt.run_hooks": {"unique_id": "macro.dbt.run_hooks", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.7719731, "supported_languages": null}, "macro.dbt.make_hook_config": {"unique_id": "macro.dbt.make_hook_config", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.772469, "supported_languages": null}, "macro.dbt.before_begin": {"unique_id": "macro.dbt.before_begin", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.7729542, "supported_languages": null}, "macro.dbt.in_transaction": {"unique_id": "macro.dbt.in_transaction", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.773334, "supported_languages": null}, "macro.dbt.after_commit": {"unique_id": "macro.dbt.after_commit", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.773783, "supported_languages": null}, "macro.dbt.set_sql_header": {"unique_id": "macro.dbt.set_sql_header", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.7750452, "supported_languages": null}, "macro.dbt.should_full_refresh": {"unique_id": "macro.dbt.should_full_refresh", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.775828, "supported_languages": null}, "macro.dbt.should_store_failures": {"unique_id": "macro.dbt.should_store_failures", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.776683, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"unique_id": "macro.dbt.snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "name": "snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.778024, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"unique_id": "macro.dbt.default__snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "name": "default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.778701, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"unique_id": "macro.dbt.strategy_dispatch", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.786231, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"unique_id": "macro.dbt.snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.78667, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"unique_id": "macro.dbt.default__snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.787231, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"unique_id": "macro.dbt.snapshot_timestamp_strategy", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.788982, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"unique_id": "macro.dbt.snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.789396, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"unique_id": "macro.dbt.default__snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.789981, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n select {{ check_cols_config | join(', ') }} from ({{ node['compiled_code'] }}) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.793568, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"unique_id": "macro.dbt.snapshot_check_strategy", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.7968981, "supported_languages": null}, "macro.dbt.create_columns": {"unique_id": "macro.dbt.create_columns", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.80455, "supported_languages": null}, "macro.dbt.default__create_columns": {"unique_id": "macro.dbt.default__create_columns", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.805295, "supported_languages": null}, "macro.dbt.post_snapshot": {"unique_id": "macro.dbt.post_snapshot", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.805722, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"unique_id": "macro.dbt.default__post_snapshot", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.805967, "supported_languages": null}, "macro.dbt.get_true_sql": {"unique_id": "macro.dbt.get_true_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8063412, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"unique_id": "macro.dbt.default__get_true_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.806646, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"unique_id": "macro.dbt.snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.807165, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"unique_id": "macro.dbt.default__snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.80939, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"unique_id": "macro.dbt.build_snapshot_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.809878, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"unique_id": "macro.dbt.default__build_snapshot_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.810522, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"unique_id": "macro.dbt.build_snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.811589, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"unique_id": "macro.dbt.materialization_snapshot_default", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "name": "materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.826415, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"unique_id": "macro.dbt.materialization_test_default", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "name": "materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type='table') -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ create_table_as(False, target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.831668, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"unique_id": "macro.dbt.get_test_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "name": "get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8331032, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"unique_id": "macro.dbt.default__get_test_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "name": "default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8338718, "supported_languages": null}, "macro.dbt.get_where_subquery": {"unique_id": "macro.dbt.get_where_subquery", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "name": "get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8350341, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"unique_id": "macro.dbt.default__get_where_subquery", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "name": "default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.835979, "supported_languages": null}, "macro.dbt.get_quoted_csv": {"unique_id": "macro.dbt.get_quoted_csv", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8394618, "supported_languages": null}, "macro.dbt.diff_columns": {"unique_id": "macro.dbt.diff_columns", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8409832, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"unique_id": "macro.dbt.diff_column_data_types", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.842655, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"unique_id": "macro.dbt.get_merge_update_columns", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8432481, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"unique_id": "macro.dbt.default__get_merge_update_columns", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.845012, "supported_languages": null}, "macro.dbt.get_merge_sql": {"unique_id": "macro.dbt.get_merge_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, predicates=none) -%}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, predicates) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8534558, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"unique_id": "macro.dbt.default__get_merge_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, predicates) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{ predicates | join(' and ') }}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.857812, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"unique_id": "macro.dbt.get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.85844, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last }}\n {% endfor %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n );\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8602839, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.860947, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.862558, "supported_languages": null}, "macro.dbt.is_incremental": {"unique_id": "macro.dbt.is_incremental", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "name": "is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.864465, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"unique_id": "macro.dbt.get_incremental_append_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.866665, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"unique_id": "macro.dbt.default__get_incremental_append_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.867279, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"unique_id": "macro.dbt.get_incremental_delete_insert_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.867753, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.868414, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"unique_id": "macro.dbt.get_incremental_merge_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.868883, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"unique_id": "macro.dbt.default__get_incremental_merge_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8695412, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.870015, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"predicates\"])) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8706748, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"unique_id": "macro.dbt.get_incremental_default_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8712032, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"unique_id": "macro.dbt.default__get_incremental_default_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.871608, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"unique_id": "macro.dbt.get_insert_into_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.872406, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"unique_id": "macro.dbt.materialization_incremental_default", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "name": "materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8839822, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"unique_id": "macro.dbt.incremental_validate_on_schema_change", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.894743, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"unique_id": "macro.dbt.check_for_schema_changes", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8977559, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"unique_id": "macro.dbt.sync_column_schemas", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.900897, "supported_languages": null}, "macro.dbt.process_schema_changes": {"unique_id": "macro.dbt.process_schema_changes", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9030159, "supported_languages": null}, "macro.dbt.materialization_table_default": {"unique_id": "macro.dbt.materialization_table_default", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/table/table.sql", "original_file_path": "macros/materializations/models/table/table.sql", "name": "materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.909476, "supported_languages": ["sql"]}, "macro.dbt.get_create_table_as_sql": {"unique_id": "macro.dbt.get_create_table_as_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.911144, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"unique_id": "macro.dbt.default__get_create_table_as_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.911638, "supported_languages": null}, "macro.dbt.create_table_as": {"unique_id": "macro.dbt.create_table_as", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.912726, "supported_languages": null}, "macro.dbt.default__create_table_as": {"unique_id": "macro.dbt.default__create_table_as", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9137652, "supported_languages": null}, "macro.dbt.materialization_view_default": {"unique_id": "macro.dbt.materialization_view_default", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/view/view.sql", "original_file_path": "macros/materializations/models/view/view.sql", "name": "materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.919893, "supported_languages": ["sql"]}, "macro.dbt.handle_existing_table": {"unique_id": "macro.dbt.handle_existing_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "name": "handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.921067, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"unique_id": "macro.dbt.default__handle_existing_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "name": "default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.921632, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"unique_id": "macro.dbt.create_or_replace_view", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/models/view/create_or_replace_view.sql", "name": "create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=True) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.925656, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"unique_id": "macro.dbt.get_create_view_as_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.926919, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"unique_id": "macro.dbt.default__get_create_view_as_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.927346, "supported_languages": null}, "macro.dbt.create_view_as": {"unique_id": "macro.dbt.create_view_as", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9278772, "supported_languages": null}, "macro.dbt.default__create_view_as": {"unique_id": "macro.dbt.default__create_view_as", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }} as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.928556, "supported_languages": null}, "macro.dbt.materialization_seed_default": {"unique_id": "macro.dbt.materialization_seed_default", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "name": "materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparision later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9364128, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"unique_id": "macro.dbt.create_csv_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9457762, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"unique_id": "macro.dbt.default__create_csv_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.948132, "supported_languages": null}, "macro.dbt.reset_csv_table": {"unique_id": "macro.dbt.reset_csv_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.948717, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"unique_id": "macro.dbt.default__reset_csv_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9499142, "supported_languages": null}, "macro.dbt.get_csv_sql": {"unique_id": "macro.dbt.get_csv_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9503942, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"unique_id": "macro.dbt.default__get_csv_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.950737, "supported_languages": null}, "macro.dbt.get_binding_char": {"unique_id": "macro.dbt.get_binding_char", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9510899, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"unique_id": "macro.dbt.default__get_binding_char", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.951392, "supported_languages": null}, "macro.dbt.get_batch_size": {"unique_id": "macro.dbt.get_batch_size", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9517949, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"unique_id": "macro.dbt.default__get_batch_size", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9521081, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"unique_id": "macro.dbt.get_seed_column_quoted_csv", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9532878, "supported_languages": null}, "macro.dbt.load_csv_rows": {"unique_id": "macro.dbt.load_csv_rows", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9537542, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"unique_id": "macro.dbt.default__load_csv_rows", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.957227, "supported_languages": null}, "macro.dbt.generate_alias_name": {"unique_id": "macro.dbt.generate_alias_name", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "name": "generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.958654, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"unique_id": "macro.dbt.default__generate_alias_name", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "name": "default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name is none -%}\n\n {{ node.name }}\n\n {%- else -%}\n\n {{ custom_alias_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.959223, "supported_languages": null}, "macro.dbt.generate_schema_name": {"unique_id": "macro.dbt.generate_schema_name", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9607859, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"unique_id": "macro.dbt.default__generate_schema_name", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.961487, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"unique_id": "macro.dbt.generate_schema_name_for_env", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.962187, "supported_languages": null}, "macro.dbt.generate_database_name": {"unique_id": "macro.dbt.generate_database_name", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "name": "generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.963528, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"unique_id": "macro.dbt.default__generate_database_name", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "name": "default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9641569, "supported_languages": null}, "macro.dbt.default__test_relationships": {"unique_id": "macro.dbt.default__test_relationships", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "name": "default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9653509, "supported_languages": null}, "macro.dbt.default__test_not_null": {"unique_id": "macro.dbt.default__test_not_null", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "name": "default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.966414, "supported_languages": null}, "macro.dbt.default__test_unique": {"unique_id": "macro.dbt.default__test_unique", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "name": "default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.967387, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"unique_id": "macro.dbt.default__test_accepted_values", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "name": "default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.969207, "supported_languages": null}, "macro.dbt.statement": {"unique_id": "macro.dbt.statement", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.973081, "supported_languages": null}, "macro.dbt.noop_statement": {"unique_id": "macro.dbt.noop_statement", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.974716, "supported_languages": null}, "macro.dbt.run_query": {"unique_id": "macro.dbt.run_query", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9754639, "supported_languages": null}, "macro.dbt.convert_datetime": {"unique_id": "macro.dbt.convert_datetime", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.979558, "supported_languages": null}, "macro.dbt.dates_in_range": {"unique_id": "macro.dbt.dates_in_range", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partiton start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.982544, "supported_languages": null}, "macro.dbt.partition_range": {"unique_id": "macro.dbt.partition_range", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.984403, "supported_languages": null}, "macro.dbt.py_current_timestring": {"unique_id": "macro.dbt.py_current_timestring", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9849951, "supported_languages": null}, "macro.dbt.except": {"unique_id": "macro.dbt.except", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "name": "except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.98597, "supported_languages": null}, "macro.dbt.default__except": {"unique_id": "macro.dbt.default__except", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "name": "default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.986175, "supported_languages": null}, "macro.dbt.replace": {"unique_id": "macro.dbt.replace", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "name": "replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9873059, "supported_languages": null}, "macro.dbt.default__replace": {"unique_id": "macro.dbt.default__replace", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "name": "default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.987733, "supported_languages": null}, "macro.dbt.concat": {"unique_id": "macro.dbt.concat", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "name": "concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.98864, "supported_languages": null}, "macro.dbt.default__concat": {"unique_id": "macro.dbt.default__concat", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "name": "default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.988965, "supported_languages": null}, "macro.dbt.length": {"unique_id": "macro.dbt.length", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "name": "length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.990331, "supported_languages": null}, "macro.dbt.default__length": {"unique_id": "macro.dbt.default__length", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "name": "default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9906292, "supported_languages": null}, "macro.dbt.dateadd": {"unique_id": "macro.dbt.dateadd", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "name": "dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.991911, "supported_languages": null}, "macro.dbt.default__dateadd": {"unique_id": "macro.dbt.default__dateadd", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "name": "default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9923341, "supported_languages": null}, "macro.dbt.intersect": {"unique_id": "macro.dbt.intersect", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "name": "intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.993244, "supported_languages": null}, "macro.dbt.default__intersect": {"unique_id": "macro.dbt.default__intersect", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "name": "default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.993451, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"unique_id": "macro.dbt.escape_single_quotes", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "name": "escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.994604, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"unique_id": "macro.dbt.default__escape_single_quotes", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "name": "default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.995014, "supported_languages": null}, "macro.dbt.right": {"unique_id": "macro.dbt.right", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "name": "right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9960818, "supported_languages": null}, "macro.dbt.default__right": {"unique_id": "macro.dbt.default__right", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "name": "default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9965801, "supported_languages": null}, "macro.dbt.listagg": {"unique_id": "macro.dbt.listagg", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "name": "listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9982479, "supported_languages": null}, "macro.dbt.default__listagg": {"unique_id": "macro.dbt.default__listagg", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "name": "default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.999271, "supported_languages": null}, "macro.dbt.datediff": {"unique_id": "macro.dbt.datediff", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "name": "datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.000368, "supported_languages": null}, "macro.dbt.default__datediff": {"unique_id": "macro.dbt.default__datediff", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "name": "default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0007942, "supported_languages": null}, "macro.dbt.safe_cast": {"unique_id": "macro.dbt.safe_cast", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "name": "safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0018618, "supported_languages": null}, "macro.dbt.default__safe_cast": {"unique_id": "macro.dbt.default__safe_cast", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "name": "default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.002232, "supported_languages": null}, "macro.dbt.hash": {"unique_id": "macro.dbt.hash", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "name": "hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.003175, "supported_languages": null}, "macro.dbt.default__hash": {"unique_id": "macro.dbt.default__hash", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "name": "default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0035892, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"unique_id": "macro.dbt.cast_bool_to_text", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "name": "cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.004607, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"unique_id": "macro.dbt.default__cast_bool_to_text", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "name": "default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.005036, "supported_languages": null}, "macro.dbt.any_value": {"unique_id": "macro.dbt.any_value", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "name": "any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.00601, "supported_languages": null}, "macro.dbt.default__any_value": {"unique_id": "macro.dbt.default__any_value", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "name": "default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0063071, "supported_languages": null}, "macro.dbt.position": {"unique_id": "macro.dbt.position", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "name": "position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.007398, "supported_languages": null}, "macro.dbt.default__position": {"unique_id": "macro.dbt.default__position", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "name": "default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.007754, "supported_languages": null}, "macro.dbt.string_literal": {"unique_id": "macro.dbt.string_literal", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "name": "string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.008699, "supported_languages": null}, "macro.dbt.default__string_literal": {"unique_id": "macro.dbt.default__string_literal", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "name": "default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.008971, "supported_languages": null}, "macro.dbt.type_string": {"unique_id": "macro.dbt.type_string", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.011225, "supported_languages": null}, "macro.dbt.default__type_string": {"unique_id": "macro.dbt.default__type_string", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.011629, "supported_languages": null}, "macro.dbt.type_timestamp": {"unique_id": "macro.dbt.type_timestamp", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.012175, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"unique_id": "macro.dbt.default__type_timestamp", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0125592, "supported_languages": null}, "macro.dbt.type_float": {"unique_id": "macro.dbt.type_float", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.012963, "supported_languages": null}, "macro.dbt.default__type_float": {"unique_id": "macro.dbt.default__type_float", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.013345, "supported_languages": null}, "macro.dbt.type_numeric": {"unique_id": "macro.dbt.type_numeric", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.013751, "supported_languages": null}, "macro.dbt.default__type_numeric": {"unique_id": "macro.dbt.default__type_numeric", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0141928, "supported_languages": null}, "macro.dbt.type_bigint": {"unique_id": "macro.dbt.type_bigint", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.014601, "supported_languages": null}, "macro.dbt.default__type_bigint": {"unique_id": "macro.dbt.default__type_bigint", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.014984, "supported_languages": null}, "macro.dbt.type_int": {"unique_id": "macro.dbt.type_int", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.015394, "supported_languages": null}, "macro.dbt.default__type_int": {"unique_id": "macro.dbt.default__type_int", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.015761, "supported_languages": null}, "macro.dbt.type_boolean": {"unique_id": "macro.dbt.type_boolean", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.016257, "supported_languages": null}, "macro.dbt.default__type_boolean": {"unique_id": "macro.dbt.default__type_boolean", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.01665, "supported_languages": null}, "macro.dbt.array_concat": {"unique_id": "macro.dbt.array_concat", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "name": "array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.017704, "supported_languages": null}, "macro.dbt.default__array_concat": {"unique_id": "macro.dbt.default__array_concat", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "name": "default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0180538, "supported_languages": null}, "macro.dbt.bool_or": {"unique_id": "macro.dbt.bool_or", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "name": "bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.01898, "supported_languages": null}, "macro.dbt.default__bool_or": {"unique_id": "macro.dbt.default__bool_or", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "name": "default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.019255, "supported_languages": null}, "macro.dbt.last_day": {"unique_id": "macro.dbt.last_day", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "name": "last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.020355, "supported_languages": null}, "macro.dbt.default_last_day": {"unique_id": "macro.dbt.default_last_day", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "name": "default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0210161, "supported_languages": null}, "macro.dbt.default__last_day": {"unique_id": "macro.dbt.default__last_day", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "name": "default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.021465, "supported_languages": null}, "macro.dbt.split_part": {"unique_id": "macro.dbt.split_part", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "name": "split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.023027, "supported_languages": null}, "macro.dbt.default__split_part": {"unique_id": "macro.dbt.default__split_part", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "name": "default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.023608, "supported_languages": null}, "macro.dbt._split_part_negative": {"unique_id": "macro.dbt._split_part_negative", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "name": "_split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 {{ part_number }}\n )\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.024339, "supported_languages": null}, "macro.dbt.date_trunc": {"unique_id": "macro.dbt.date_trunc", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "name": "date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.02547, "supported_languages": null}, "macro.dbt.default__date_trunc": {"unique_id": "macro.dbt.default__date_trunc", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "name": "default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0258088, "supported_languages": null}, "macro.dbt.array_construct": {"unique_id": "macro.dbt.array_construct", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "name": "array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0271108, "supported_languages": null}, "macro.dbt.default__array_construct": {"unique_id": "macro.dbt.default__array_construct", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "name": "default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.027744, "supported_languages": null}, "macro.dbt.array_append": {"unique_id": "macro.dbt.array_append", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "name": "array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.028975, "supported_languages": null}, "macro.dbt.default__array_append": {"unique_id": "macro.dbt.default__array_append", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "name": "default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0293288, "supported_languages": null}, "macro.dbt.create_schema": {"unique_id": "macro.dbt.create_schema", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.030483, "supported_languages": null}, "macro.dbt.default__create_schema": {"unique_id": "macro.dbt.default__create_schema", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0309591, "supported_languages": null}, "macro.dbt.drop_schema": {"unique_id": "macro.dbt.drop_schema", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.031368, "supported_languages": null}, "macro.dbt.default__drop_schema": {"unique_id": "macro.dbt.default__drop_schema", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0318341, "supported_languages": null}, "macro.dbt.current_timestamp": {"unique_id": "macro.dbt.current_timestamp", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "name": "current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.033173, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"unique_id": "macro.dbt.default__current_timestamp", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "name": "default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.033555, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"unique_id": "macro.dbt.snapshot_get_time", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "name": "snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0339258, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"unique_id": "macro.dbt.default__snapshot_get_time", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "name": "default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.034244, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"unique_id": "macro.dbt.current_timestamp_backcompat", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "name": "current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.034715, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"unique_id": "macro.dbt.default__current_timestamp_backcompat", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "name": "default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0349262, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "name": "current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.035347, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "name": "default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.035771, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"unique_id": "macro.dbt.get_create_index_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0371048, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"unique_id": "macro.dbt.default__get_create_index_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.037695, "supported_languages": null}, "macro.dbt.create_indexes": {"unique_id": "macro.dbt.create_indexes", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.038136, "supported_languages": null}, "macro.dbt.default__create_indexes": {"unique_id": "macro.dbt.default__create_indexes", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.039148, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"unique_id": "macro.dbt.make_intermediate_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0456681, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"unique_id": "macro.dbt.default__make_intermediate_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.046104, "supported_languages": null}, "macro.dbt.make_temp_relation": {"unique_id": "macro.dbt.make_temp_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0466611, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"unique_id": "macro.dbt.default__make_temp_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.047403, "supported_languages": null}, "macro.dbt.make_backup_relation": {"unique_id": "macro.dbt.make_backup_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0480168, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"unique_id": "macro.dbt.default__make_backup_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.048809, "supported_languages": null}, "macro.dbt.drop_relation": {"unique_id": "macro.dbt.drop_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.049268, "supported_languages": null}, "macro.dbt.default__drop_relation": {"unique_id": "macro.dbt.default__drop_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.049806, "supported_languages": null}, "macro.dbt.truncate_relation": {"unique_id": "macro.dbt.truncate_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.050257, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"unique_id": "macro.dbt.default__truncate_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.050667, "supported_languages": null}, "macro.dbt.rename_relation": {"unique_id": "macro.dbt.rename_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.051177, "supported_languages": null}, "macro.dbt.default__rename_relation": {"unique_id": "macro.dbt.default__rename_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.051893, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"unique_id": "macro.dbt.get_or_create_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.052501, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"unique_id": "macro.dbt.default__get_or_create_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.053866, "supported_languages": null}, "macro.dbt.load_cached_relation": {"unique_id": "macro.dbt.load_cached_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.054573, "supported_languages": null}, "macro.dbt.load_relation": {"unique_id": "macro.dbt.load_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0549362, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"unique_id": "macro.dbt.drop_relation_if_exists", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.055425, "supported_languages": null}, "macro.dbt.collect_freshness": {"unique_id": "macro.dbt.collect_freshness", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0570502, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"unique_id": "macro.dbt.default__collect_freshness", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0581172, "supported_languages": null}, "macro.dbt.copy_grants": {"unique_id": "macro.dbt.copy_grants", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.06205, "supported_languages": null}, "macro.dbt.default__copy_grants": {"unique_id": "macro.dbt.default__copy_grants", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.062446, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.062894, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.063191, "supported_languages": null}, "macro.dbt.should_revoke": {"unique_id": "macro.dbt.should_revoke", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.064117, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"unique_id": "macro.dbt.get_show_grant_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0646179, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"unique_id": "macro.dbt.default__get_show_grant_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0649018, "supported_languages": null}, "macro.dbt.get_grant_sql": {"unique_id": "macro.dbt.get_grant_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.065465, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"unique_id": "macro.dbt.default__get_grant_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0659552, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"unique_id": "macro.dbt.get_revoke_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.066529, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"unique_id": "macro.dbt.default__get_revoke_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0670002, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"unique_id": "macro.dbt.get_dcl_statement_list", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0675662, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"unique_id": "macro.dbt.default__get_dcl_statement_list", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.069387, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"unique_id": "macro.dbt.call_dcl_statements", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.070018, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"unique_id": "macro.dbt.default__call_dcl_statements", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.070652, "supported_languages": null}, "macro.dbt.apply_grants": {"unique_id": "macro.dbt.apply_grants", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.071306, "supported_languages": null}, "macro.dbt.default__apply_grants": {"unique_id": "macro.dbt.default__apply_grants", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.074133, "supported_languages": null}, "macro.dbt.alter_column_comment": {"unique_id": "macro.dbt.alter_column_comment", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.07601, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"unique_id": "macro.dbt.default__alter_column_comment", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.076446, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"unique_id": "macro.dbt.alter_relation_comment", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0769558, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"unique_id": "macro.dbt.default__alter_relation_comment", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.077386, "supported_languages": null}, "macro.dbt.persist_docs": {"unique_id": "macro.dbt.persist_docs", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.078047, "supported_languages": null}, "macro.dbt.default__persist_docs": {"unique_id": "macro.dbt.default__persist_docs", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0792341, "supported_languages": null}, "macro.dbt.get_catalog": {"unique_id": "macro.dbt.get_catalog", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0824351, "supported_languages": null}, "macro.dbt.default__get_catalog": {"unique_id": "macro.dbt.default__get_catalog", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0830872, "supported_languages": null}, "macro.dbt.information_schema_name": {"unique_id": "macro.dbt.information_schema_name", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.083549, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"unique_id": "macro.dbt.default__information_schema_name", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.083961, "supported_languages": null}, "macro.dbt.list_schemas": {"unique_id": "macro.dbt.list_schemas", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0844128, "supported_languages": null}, "macro.dbt.default__list_schemas": {"unique_id": "macro.dbt.default__list_schemas", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.085026, "supported_languages": null}, "macro.dbt.check_schema_exists": {"unique_id": "macro.dbt.check_schema_exists", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0855522, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"unique_id": "macro.dbt.default__check_schema_exists", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0863092, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"unique_id": "macro.dbt.list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.086777, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"unique_id": "macro.dbt.default__list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.087187, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"unique_id": "macro.dbt.get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.09098, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"unique_id": "macro.dbt.default__get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0918489, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"unique_id": "macro.dbt.sql_convert_columns_in_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.092635, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"unique_id": "macro.dbt.get_columns_in_query", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0931032, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"unique_id": "macro.dbt.default__get_columns_in_query", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n {% endcall %}\n\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.09394, "supported_languages": null}, "macro.dbt.alter_column_type": {"unique_id": "macro.dbt.alter_column_type", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.094506, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"unique_id": "macro.dbt.default__alter_column_type", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0959759, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"unique_id": "macro.dbt.alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.096619, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.098658, "supported_languages": null}, "macro.dbt.build_ref_function": {"unique_id": "macro.dbt.build_ref_function", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "name": "build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {%- set resolved = ref(*_ref) -%}\n {%- do ref_dict.update({_ref | join(\".\"): resolved.quote(database=False, schema=False, identifier=False) | string}) -%}\n {%- endfor -%}\n\ndef ref(*args,dbt_load_df_function):\n refs = {{ ref_dict | tojson }}\n key = \".\".join(args)\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.10208, "supported_languages": null}, "macro.dbt.build_source_function": {"unique_id": "macro.dbt.build_source_function", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "name": "build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join(\".\"): resolved.quote(database=False, schema=False, identifier=False) | string}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = \".\".join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.103234, "supported_languages": null}, "macro.dbt.build_config_dict": {"unique_id": "macro.dbt.build_config_dict", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "name": "build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {%- for key in model.config.config_keys_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == 'language' -%}\n {%- set value = 'python' -%}\n {%- endif -%}\n {%- set value = model.config[key] -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.104405, "supported_languages": null}, "macro.dbt.py_script_postfix": {"unique_id": "macro.dbt.py_script_postfix", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "name": "py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = '{{ this.database }}'\n schema = '{{ this.schema }}'\n identifier = '{{ this.identifier }}'\n def __repr__(self):\n return '{{ this }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args: ref(*args, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.105411, "supported_languages": null}, "macro.dbt.py_script_comment": {"unique_id": "macro.dbt.py_script_comment", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "name": "py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.105611, "supported_languages": null}, "macro.dbt.test_unique": {"unique_id": "macro.dbt.test_unique", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.107241, "supported_languages": null}, "macro.dbt.test_not_null": {"unique_id": "macro.dbt.test_not_null", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.10783, "supported_languages": null}, "macro.dbt.test_accepted_values": {"unique_id": "macro.dbt.test_accepted_values", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.108544, "supported_languages": null}, "macro.dbt.test_relationships": {"unique_id": "macro.dbt.test_relationships", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.109239, "supported_languages": null}}, "docs": {"test.somedoc": {"unique_id": "test.somedoc", "package_name": "test", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-126/project0", "path": "somedoc.md", "original_file_path": "models/somedoc.md", "name": "somedoc", "block_contents": "Testing, testing"}, "dbt.__overview__": {"unique_id": "dbt.__overview__", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "overview.md", "original_file_path": "docs/overview.md", "name": "__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {"exposure.test.simple_exposure": {"fqn": ["test", "simple_exposure"], "unique_id": "exposure.test.simple_exposure", "package_name": "test", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-126/project0", "path": "schema.yml", "original_file_path": "models/schema.yml", "name": "simple_exposure", "type": "dashboard", "owner": {"email": "something@example.com", "name": null}, "resource_type": "exposure", "description": "", "label": null, "maturity": null, "meta": {}, "tags": [], "config": {"enabled": true}, "unrendered_config": {}, "url": null, "depends_on": {"macros": [], "nodes": ["source.test.my_source.my_table", "model.test.my_model"]}, "refs": [["my_model"]], "sources": [["my_source", "my_table"]], "created_at": 1676324075.609121}}, "metrics": {"metric.test.my_metric": {"fqn": ["test", "my_metric"], "unique_id": "metric.test.my_metric", "package_name": "test", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-126/project0", "path": "schema.yml", "original_file_path": "models/schema.yml", "name": "my_metric", "description": "", "label": "Count records", "calculation_method": "count", "timestamp": "updated_at", "expression": "*", "filters": [], "time_grains": ["day"], "dimensions": [], "window": null, "model": "ref('my_model')", "model_unique_id": null, "resource_type": "metric", "meta": {}, "tags": [], "config": {"enabled": true}, "unrendered_config": {}, "sources": [], "depends_on": {"macros": [], "nodes": ["model.test.my_model"]}, "refs": [["my_model"]], "metrics": [], "created_at": 1676324075.618992}}, "selectors": {}, "disabled": {"model.test.disabled_model": [{"resource_type": "model", "depends_on": {"macros": [], "nodes": []}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "post-hook": [], "pre-hook": []}, "database": "dbt", "schema": "test16763240740000063267_test_previous_version_state", "fqn": ["test", "disabled_model"], "unique_id": "model.test.disabled_model", "raw_code": "{{ config(enabled=False) }}\nselect 2 as id", "language": "sql", "package_name": "test", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-126/project0", "path": "disabled_model.sql", "original_file_path": "models/disabled_model.sql", "name": "disabled_model", "alias": "disabled_model", "checksum": {"name": "sha256", "checksum": "34f7b8e60d9e7933469c48d6c92b0a53918d0ba626a9ce2c30ab2f1532145827"}, "tags": [], "refs": [], "sources": [], "metrics": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "compiled_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1676324075.4071748, "config_call_dict": {"enabled": false}}], "snapshot.test.disabled_snapshot_seed": [{"resource_type": "snapshot", "depends_on": {"macros": [], "nodes": []}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "snapshot", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": "id", "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "strategy": "check", "target_schema": "test16763240740000063267_test_previous_version_state", "target_database": null, "updated_at": null, "check_cols": "all", "post-hook": [], "pre-hook": []}, "database": "dbt", "schema": "test16763240740000063267_test_previous_version_state", "fqn": ["test", "disabled_snapshot_seed", "disabled_snapshot_seed"], "unique_id": "snapshot.test.disabled_snapshot_seed", "raw_code": "\n{{\n config(\n unique_key='id',\n strategy='check',\n check_cols='all',\n target_schema=schema,\n enabled=False,\n )\n}}\nselect * from {{ ref('my_seed') }}\n", "language": "sql", "package_name": "test", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-126/project0", "path": "disabled_snapshot_seed.sql", "original_file_path": "snapshots/disabled_snapshot_seed.sql", "name": "disabled_snapshot_seed", "alias": "disabled_snapshot_seed", "checksum": {"name": "sha256", "checksum": "52b08465e16dcbc364162dfbdb34cf25e04295bc13d63ab0b420f60d15234c76"}, "tags": [], "refs": [["my_seed"]], "sources": [], "metrics": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "compiled_path": null, "build_path": null, "deferred": false, "unrendered_config": {"unique_key": "id", "strategy": "check", "check_cols": "all", "target_schema": "test16763240740000063267_test_previous_version_state", "enabled": false}, "created_at": 1676324075.4334059, "config_call_dict": {"unique_key": "id", "strategy": "check", "check_cols": "all", "target_schema": "test16763240740000063267_test_previous_version_state", "enabled": false}}], "analysis.test.disabled_al": [{"resource_type": "analysis", "depends_on": {"macros": [], "nodes": []}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "post-hook": [], "pre-hook": []}, "database": "dbt", "schema": "test16763240740000063267_test_previous_version_state", "fqn": ["test", "analysis", "disabled_al"], "unique_id": "analysis.test.disabled_al", "raw_code": "{{ config(enabled=False) }}\nselect 9 as id", "language": "sql", "package_name": "test", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-126/project0", "path": "analysis/disabled_al.sql", "original_file_path": "analyses/disabled_al.sql", "name": "disabled_al", "alias": "disabled_al", "checksum": {"name": "sha256", "checksum": "76b8579816eac97721616fd429dcd1a93c311c6358830a65d40ebe5661572610"}, "tags": [], "refs": [], "sources": [], "metrics": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "compiled_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1676324075.4483929, "config_call_dict": {"enabled": false}}], "test.test.disabled_just_my": [{"resource_type": "test", "depends_on": {"macros": [], "nodes": []}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "database": "dbt", "schema": "test16763240740000063267_test_previous_version_state_dbt_test__audit", "fqn": ["test", "disabled_just_my"], "unique_id": "test.test.disabled_just_my", "raw_code": "{{ config(enabled=False) }}\n\nselect * from {{ ref('my_model') }}\nwhere false", "language": "sql", "package_name": "test", "root_path": 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that table-level tests show up in the manifest\n-- without a column_name field\n\nselect 0\n\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.712246, "supported_languages": null}, "macro.test.test_disabled_check_nothing": {"unique_id": "macro.test.test_disabled_check_nothing", "package_name": "test", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-126/project0", "path": "macros/disabled_dummy_test.sql", "original_file_path": "macros/disabled_dummy_test.sql", "name": "test_disabled_check_nothing", "macro_sql": "{% test disabled_check_nothing(model) %}\n-- a silly test to make sure that table-level tests show up in the manifest\n-- without a column_name field\n\n{{ config(enabled=False) }}\nselect 0\n\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": 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"dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "name": "postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.714999, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "name": "postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.715521, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "name": "postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.7158241, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "name": "postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.716109, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "name": "postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.7164018, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"unique_id": "macro.dbt_postgres.postgres__get_catalog", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "name": "postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n\n {%- call statement('catalog', fetch_result=True) -%}\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n\n where (\n {%- for schema in schemas -%}\n upper(sch.nspname) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table, [m]aterialized view\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.719163, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"unique_id": "macro.dbt_postgres.postgres_get_relations", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "name": "postgres_get_relations", "macro_sql": "{% macro postgres_get_relations () -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.7208161, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"unique_id": "macro.dbt_postgres.postgres__create_table_as", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.733047, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.734891, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"unique_id": "macro.dbt_postgres.postgres__create_schema", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.735866, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"unique_id": "macro.dbt_postgres.postgres__drop_schema", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.736712, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.738183, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.739969, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"unique_id": "macro.dbt_postgres.postgres__information_schema_name", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.740651, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"unique_id": "macro.dbt_postgres.postgres__list_schemas", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.741567, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.742538, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.744768, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.745294, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.746094, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.746795, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"unique_id": "macro.dbt_postgres.postgres_escape_comment", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.747864, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.7484329, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.7500181, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.750537, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"unique_id": "macro.dbt_postgres.postgres__copy_grants", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "name": "postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.750845, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "name": "postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.752257, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "name": "postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.754163, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"unique_id": "macro.dbt_postgres.postgres__dateadd", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "name": "postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.755116, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"unique_id": "macro.dbt_postgres.postgres__listagg", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "name": "postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.757173, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"unique_id": "macro.dbt_postgres.postgres__datediff", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "name": "postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.765253, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"unique_id": "macro.dbt_postgres.postgres__any_value", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "name": "postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.766171, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"unique_id": "macro.dbt_postgres.postgres__last_day", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "name": "postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.767721, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"unique_id": "macro.dbt_postgres.postgres__split_part", "package_name": "dbt_postgres", "root_path": "/Users/gerda/FTA/dbt/plugins/postgres/dbt/include/postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "name": "postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.7690408, "supported_languages": null}, "macro.dbt.run_hooks": {"unique_id": "macro.dbt.run_hooks", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.7719731, "supported_languages": null}, "macro.dbt.make_hook_config": {"unique_id": "macro.dbt.make_hook_config", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.772469, "supported_languages": null}, "macro.dbt.before_begin": {"unique_id": "macro.dbt.before_begin", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.7729542, "supported_languages": null}, "macro.dbt.in_transaction": {"unique_id": "macro.dbt.in_transaction", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.773334, "supported_languages": null}, "macro.dbt.after_commit": {"unique_id": "macro.dbt.after_commit", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "name": "after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.773783, "supported_languages": null}, "macro.dbt.set_sql_header": {"unique_id": "macro.dbt.set_sql_header", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.7750452, "supported_languages": null}, "macro.dbt.should_full_refresh": {"unique_id": "macro.dbt.should_full_refresh", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.775828, "supported_languages": null}, "macro.dbt.should_store_failures": {"unique_id": "macro.dbt.should_store_failures", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "name": "should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.776683, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"unique_id": "macro.dbt.snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "name": "snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.778024, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"unique_id": "macro.dbt.default__snapshot_merge_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "name": "default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.778701, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"unique_id": "macro.dbt.strategy_dispatch", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.786231, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"unique_id": "macro.dbt.snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.78667, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"unique_id": "macro.dbt.default__snapshot_hash_arguments", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.787231, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"unique_id": "macro.dbt.snapshot_timestamp_strategy", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.788982, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"unique_id": "macro.dbt.snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.789396, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"unique_id": "macro.dbt.default__snapshot_string_as_time", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.789981, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n select {{ check_cols_config | join(', ') }} from ({{ node['compiled_code'] }}) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.793568, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"unique_id": "macro.dbt.snapshot_check_strategy", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "name": "snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.7968981, "supported_languages": null}, "macro.dbt.create_columns": {"unique_id": "macro.dbt.create_columns", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.80455, "supported_languages": null}, "macro.dbt.default__create_columns": {"unique_id": "macro.dbt.default__create_columns", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.805295, "supported_languages": null}, "macro.dbt.post_snapshot": {"unique_id": "macro.dbt.post_snapshot", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.805722, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"unique_id": "macro.dbt.default__post_snapshot", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.805967, "supported_languages": null}, "macro.dbt.get_true_sql": {"unique_id": "macro.dbt.get_true_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8063412, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"unique_id": "macro.dbt.default__get_true_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.806646, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"unique_id": "macro.dbt.snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.807165, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"unique_id": "macro.dbt.default__snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.80939, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"unique_id": "macro.dbt.build_snapshot_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.809878, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"unique_id": "macro.dbt.default__build_snapshot_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.810522, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"unique_id": "macro.dbt.build_snapshot_staging_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "name": "build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.811589, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"unique_id": "macro.dbt.materialization_snapshot_default", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "name": "materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.826415, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"unique_id": "macro.dbt.materialization_test_default", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "name": "materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type='table') -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ create_table_as(False, target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.831668, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"unique_id": "macro.dbt.get_test_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "name": "get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8331032, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"unique_id": "macro.dbt.default__get_test_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "name": "default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8338718, "supported_languages": null}, "macro.dbt.get_where_subquery": {"unique_id": "macro.dbt.get_where_subquery", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "name": "get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8350341, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"unique_id": "macro.dbt.default__get_where_subquery", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "name": "default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.835979, "supported_languages": null}, "macro.dbt.get_quoted_csv": {"unique_id": "macro.dbt.get_quoted_csv", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8394618, "supported_languages": null}, "macro.dbt.diff_columns": {"unique_id": "macro.dbt.diff_columns", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8409832, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"unique_id": "macro.dbt.diff_column_data_types", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.842655, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"unique_id": "macro.dbt.get_merge_update_columns", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8432481, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"unique_id": "macro.dbt.default__get_merge_update_columns", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "name": "default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.845012, "supported_languages": null}, "macro.dbt.get_merge_sql": {"unique_id": "macro.dbt.get_merge_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, predicates=none) -%}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, predicates) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8534558, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"unique_id": "macro.dbt.default__get_merge_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, predicates) -%}\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{ predicates | join(' and ') }}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.857812, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"unique_id": "macro.dbt.get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.85844, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last }}\n {% endfor %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n );\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8602839, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.860947, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "name": "default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.862558, "supported_languages": null}, "macro.dbt.is_incremental": {"unique_id": "macro.dbt.is_incremental", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "name": "is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.864465, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"unique_id": "macro.dbt.get_incremental_append_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.866665, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"unique_id": "macro.dbt.default__get_incremental_append_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.867279, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"unique_id": "macro.dbt.get_incremental_delete_insert_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.867753, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.868414, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"unique_id": "macro.dbt.get_incremental_merge_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.868883, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"unique_id": "macro.dbt.default__get_incremental_merge_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8695412, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.870015, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"predicates\"])) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8706748, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"unique_id": "macro.dbt.get_incremental_default_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8712032, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"unique_id": "macro.dbt.default__get_incremental_default_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.871608, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"unique_id": "macro.dbt.get_insert_into_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "name": "get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.872406, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"unique_id": "macro.dbt.materialization_incremental_default", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "name": "materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8839822, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"unique_id": "macro.dbt.incremental_validate_on_schema_change", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.894743, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"unique_id": "macro.dbt.check_for_schema_changes", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.8977559, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"unique_id": "macro.dbt.sync_column_schemas", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.900897, "supported_languages": null}, "macro.dbt.process_schema_changes": {"unique_id": "macro.dbt.process_schema_changes", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "name": "process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9030159, "supported_languages": null}, "macro.dbt.materialization_table_default": {"unique_id": "macro.dbt.materialization_table_default", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/table/table.sql", "original_file_path": "macros/materializations/models/table/table.sql", "name": "materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.909476, "supported_languages": ["sql"]}, "macro.dbt.get_create_table_as_sql": {"unique_id": "macro.dbt.get_create_table_as_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.911144, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"unique_id": "macro.dbt.default__get_create_table_as_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.911638, "supported_languages": null}, "macro.dbt.create_table_as": {"unique_id": "macro.dbt.create_table_as", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.912726, "supported_languages": null}, "macro.dbt.default__create_table_as": {"unique_id": "macro.dbt.default__create_table_as", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "name": "default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9137652, "supported_languages": null}, "macro.dbt.materialization_view_default": {"unique_id": "macro.dbt.materialization_view_default", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/view/view.sql", "original_file_path": "macros/materializations/models/view/view.sql", "name": "materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.919893, "supported_languages": ["sql"]}, "macro.dbt.handle_existing_table": {"unique_id": "macro.dbt.handle_existing_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "name": "handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.921067, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"unique_id": "macro.dbt.default__handle_existing_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "name": "default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.921632, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"unique_id": "macro.dbt.create_or_replace_view", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/models/view/create_or_replace_view.sql", "name": "create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=True) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.925656, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"unique_id": "macro.dbt.get_create_view_as_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.926919, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"unique_id": "macro.dbt.default__get_create_view_as_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.927346, "supported_languages": null}, "macro.dbt.create_view_as": {"unique_id": "macro.dbt.create_view_as", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9278772, "supported_languages": null}, "macro.dbt.default__create_view_as": {"unique_id": "macro.dbt.default__create_view_as", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "name": "default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }} as (\n {{ sql }}\n );\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.928556, "supported_languages": null}, "macro.dbt.materialization_seed_default": {"unique_id": "macro.dbt.materialization_seed_default", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "name": "materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparision later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9364128, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"unique_id": "macro.dbt.create_csv_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9457762, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"unique_id": "macro.dbt.default__create_csv_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.948132, "supported_languages": null}, "macro.dbt.reset_csv_table": {"unique_id": "macro.dbt.reset_csv_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.948717, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"unique_id": "macro.dbt.default__reset_csv_table", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9499142, "supported_languages": null}, "macro.dbt.get_csv_sql": {"unique_id": "macro.dbt.get_csv_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9503942, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"unique_id": "macro.dbt.default__get_csv_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.950737, "supported_languages": null}, "macro.dbt.get_binding_char": {"unique_id": "macro.dbt.get_binding_char", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9510899, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"unique_id": "macro.dbt.default__get_binding_char", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.951392, "supported_languages": null}, "macro.dbt.get_batch_size": {"unique_id": "macro.dbt.get_batch_size", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9517949, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"unique_id": "macro.dbt.default__get_batch_size", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9521081, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"unique_id": "macro.dbt.get_seed_column_quoted_csv", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9532878, "supported_languages": null}, "macro.dbt.load_csv_rows": {"unique_id": "macro.dbt.load_csv_rows", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9537542, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"unique_id": "macro.dbt.default__load_csv_rows", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "name": "default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.957227, "supported_languages": null}, "macro.dbt.generate_alias_name": {"unique_id": "macro.dbt.generate_alias_name", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "name": "generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.958654, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"unique_id": "macro.dbt.default__generate_alias_name", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "name": "default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name is none -%}\n\n {{ node.name }}\n\n {%- else -%}\n\n {{ custom_alias_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.959223, "supported_languages": null}, "macro.dbt.generate_schema_name": {"unique_id": "macro.dbt.generate_schema_name", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9607859, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"unique_id": "macro.dbt.default__generate_schema_name", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.961487, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"unique_id": "macro.dbt.generate_schema_name_for_env", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "name": "generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.962187, "supported_languages": null}, "macro.dbt.generate_database_name": {"unique_id": "macro.dbt.generate_database_name", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "name": "generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.963528, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"unique_id": "macro.dbt.default__generate_database_name", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "name": "default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9641569, "supported_languages": null}, "macro.dbt.default__test_relationships": {"unique_id": "macro.dbt.default__test_relationships", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "name": "default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9653509, "supported_languages": null}, "macro.dbt.default__test_not_null": {"unique_id": "macro.dbt.default__test_not_null", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "name": "default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.966414, "supported_languages": null}, "macro.dbt.default__test_unique": {"unique_id": "macro.dbt.default__test_unique", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "name": "default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.967387, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"unique_id": "macro.dbt.default__test_accepted_values", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "name": "default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.969207, "supported_languages": null}, "macro.dbt.statement": {"unique_id": "macro.dbt.statement", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.973081, "supported_languages": null}, "macro.dbt.noop_statement": {"unique_id": "macro.dbt.noop_statement", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.974716, "supported_languages": null}, "macro.dbt.run_query": {"unique_id": "macro.dbt.run_query", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "name": "run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9754639, "supported_languages": null}, "macro.dbt.convert_datetime": {"unique_id": "macro.dbt.convert_datetime", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.979558, "supported_languages": null}, "macro.dbt.dates_in_range": {"unique_id": "macro.dbt.dates_in_range", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.982544, "supported_languages": null}, "macro.dbt.partition_range": {"unique_id": "macro.dbt.partition_range", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.984403, "supported_languages": null}, "macro.dbt.py_current_timestring": {"unique_id": "macro.dbt.py_current_timestring", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "name": "py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9849951, "supported_languages": null}, "macro.dbt.except": {"unique_id": "macro.dbt.except", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "name": "except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.98597, "supported_languages": null}, "macro.dbt.default__except": {"unique_id": "macro.dbt.default__except", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "name": "default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.986175, "supported_languages": null}, "macro.dbt.replace": {"unique_id": "macro.dbt.replace", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "name": "replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9873059, "supported_languages": null}, "macro.dbt.default__replace": {"unique_id": "macro.dbt.default__replace", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "name": "default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.987733, "supported_languages": null}, "macro.dbt.concat": {"unique_id": "macro.dbt.concat", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "name": "concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.98864, "supported_languages": null}, "macro.dbt.default__concat": {"unique_id": "macro.dbt.default__concat", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "name": "default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.988965, "supported_languages": null}, "macro.dbt.length": {"unique_id": "macro.dbt.length", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "name": "length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.990331, "supported_languages": null}, "macro.dbt.default__length": {"unique_id": "macro.dbt.default__length", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "name": "default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9906292, "supported_languages": null}, "macro.dbt.dateadd": {"unique_id": "macro.dbt.dateadd", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "name": "dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.991911, "supported_languages": null}, "macro.dbt.default__dateadd": {"unique_id": "macro.dbt.default__dateadd", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "name": "default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9923341, "supported_languages": null}, "macro.dbt.intersect": {"unique_id": "macro.dbt.intersect", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "name": "intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.993244, "supported_languages": null}, "macro.dbt.default__intersect": {"unique_id": "macro.dbt.default__intersect", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "name": "default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.993451, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"unique_id": "macro.dbt.escape_single_quotes", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "name": "escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.994604, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"unique_id": "macro.dbt.default__escape_single_quotes", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "name": "default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.995014, "supported_languages": null}, "macro.dbt.right": {"unique_id": "macro.dbt.right", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "name": "right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9960818, "supported_languages": null}, "macro.dbt.default__right": {"unique_id": "macro.dbt.default__right", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "name": "default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9965801, "supported_languages": null}, "macro.dbt.listagg": {"unique_id": "macro.dbt.listagg", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "name": "listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.9982479, "supported_languages": null}, "macro.dbt.default__listagg": {"unique_id": "macro.dbt.default__listagg", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "name": "default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324074.999271, "supported_languages": null}, "macro.dbt.datediff": {"unique_id": "macro.dbt.datediff", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "name": "datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.000368, "supported_languages": null}, "macro.dbt.default__datediff": {"unique_id": "macro.dbt.default__datediff", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "name": "default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0007942, "supported_languages": null}, "macro.dbt.safe_cast": {"unique_id": "macro.dbt.safe_cast", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "name": "safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0018618, "supported_languages": null}, "macro.dbt.default__safe_cast": {"unique_id": "macro.dbt.default__safe_cast", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "name": "default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.002232, "supported_languages": null}, "macro.dbt.hash": {"unique_id": "macro.dbt.hash", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "name": "hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.003175, "supported_languages": null}, "macro.dbt.default__hash": {"unique_id": "macro.dbt.default__hash", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "name": "default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0035892, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"unique_id": "macro.dbt.cast_bool_to_text", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "name": "cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.004607, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"unique_id": "macro.dbt.default__cast_bool_to_text", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "name": "default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.005036, "supported_languages": null}, "macro.dbt.any_value": {"unique_id": "macro.dbt.any_value", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "name": "any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.00601, "supported_languages": null}, "macro.dbt.default__any_value": {"unique_id": "macro.dbt.default__any_value", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "name": "default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0063071, "supported_languages": null}, "macro.dbt.position": {"unique_id": "macro.dbt.position", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "name": "position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.007398, "supported_languages": null}, "macro.dbt.default__position": {"unique_id": "macro.dbt.default__position", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "name": "default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.007754, "supported_languages": null}, "macro.dbt.string_literal": {"unique_id": "macro.dbt.string_literal", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "name": "string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.008699, "supported_languages": null}, "macro.dbt.default__string_literal": {"unique_id": "macro.dbt.default__string_literal", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "name": "default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.008971, "supported_languages": null}, "macro.dbt.type_string": {"unique_id": "macro.dbt.type_string", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.011225, "supported_languages": null}, "macro.dbt.default__type_string": {"unique_id": "macro.dbt.default__type_string", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.011629, "supported_languages": null}, "macro.dbt.type_timestamp": {"unique_id": "macro.dbt.type_timestamp", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.012175, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"unique_id": "macro.dbt.default__type_timestamp", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0125592, "supported_languages": null}, "macro.dbt.type_float": {"unique_id": "macro.dbt.type_float", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.012963, "supported_languages": null}, "macro.dbt.default__type_float": {"unique_id": "macro.dbt.default__type_float", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.013345, "supported_languages": null}, "macro.dbt.type_numeric": {"unique_id": "macro.dbt.type_numeric", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.013751, "supported_languages": null}, "macro.dbt.default__type_numeric": {"unique_id": "macro.dbt.default__type_numeric", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0141928, "supported_languages": null}, "macro.dbt.type_bigint": {"unique_id": "macro.dbt.type_bigint", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.014601, "supported_languages": null}, "macro.dbt.default__type_bigint": {"unique_id": "macro.dbt.default__type_bigint", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.014984, "supported_languages": null}, "macro.dbt.type_int": {"unique_id": "macro.dbt.type_int", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.015394, "supported_languages": null}, "macro.dbt.default__type_int": {"unique_id": "macro.dbt.default__type_int", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.015761, "supported_languages": null}, "macro.dbt.type_boolean": {"unique_id": "macro.dbt.type_boolean", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.016257, "supported_languages": null}, "macro.dbt.default__type_boolean": {"unique_id": "macro.dbt.default__type_boolean", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "name": "default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.01665, "supported_languages": null}, "macro.dbt.array_concat": {"unique_id": "macro.dbt.array_concat", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "name": "array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.017704, "supported_languages": null}, "macro.dbt.default__array_concat": {"unique_id": "macro.dbt.default__array_concat", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "name": "default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0180538, "supported_languages": null}, "macro.dbt.bool_or": {"unique_id": "macro.dbt.bool_or", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "name": "bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.01898, "supported_languages": null}, "macro.dbt.default__bool_or": {"unique_id": "macro.dbt.default__bool_or", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "name": "default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.019255, "supported_languages": null}, "macro.dbt.last_day": {"unique_id": "macro.dbt.last_day", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "name": "last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.020355, "supported_languages": null}, "macro.dbt.default_last_day": {"unique_id": "macro.dbt.default_last_day", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "name": "default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0210161, "supported_languages": null}, "macro.dbt.default__last_day": {"unique_id": "macro.dbt.default__last_day", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "name": "default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.021465, "supported_languages": null}, "macro.dbt.split_part": {"unique_id": "macro.dbt.split_part", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "name": "split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.023027, "supported_languages": null}, "macro.dbt.default__split_part": {"unique_id": "macro.dbt.default__split_part", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "name": "default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.023608, "supported_languages": null}, "macro.dbt._split_part_negative": {"unique_id": "macro.dbt._split_part_negative", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "name": "_split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 {{ part_number }}\n )\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.024339, "supported_languages": null}, "macro.dbt.date_trunc": {"unique_id": "macro.dbt.date_trunc", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "name": "date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.02547, "supported_languages": null}, "macro.dbt.default__date_trunc": {"unique_id": "macro.dbt.default__date_trunc", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "name": "default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0258088, "supported_languages": null}, "macro.dbt.array_construct": {"unique_id": "macro.dbt.array_construct", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "name": "array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0271108, "supported_languages": null}, "macro.dbt.default__array_construct": {"unique_id": "macro.dbt.default__array_construct", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "name": "default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.027744, "supported_languages": null}, "macro.dbt.array_append": {"unique_id": "macro.dbt.array_append", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "name": "array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.028975, "supported_languages": null}, "macro.dbt.default__array_append": {"unique_id": "macro.dbt.default__array_append", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "name": "default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0293288, "supported_languages": null}, "macro.dbt.create_schema": {"unique_id": "macro.dbt.create_schema", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.030483, "supported_languages": null}, "macro.dbt.default__create_schema": {"unique_id": "macro.dbt.default__create_schema", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0309591, "supported_languages": null}, "macro.dbt.drop_schema": {"unique_id": "macro.dbt.drop_schema", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.031368, "supported_languages": null}, "macro.dbt.default__drop_schema": {"unique_id": "macro.dbt.default__drop_schema", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "name": "default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0318341, "supported_languages": null}, "macro.dbt.current_timestamp": {"unique_id": "macro.dbt.current_timestamp", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "name": "current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.033173, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"unique_id": "macro.dbt.default__current_timestamp", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "name": "default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.033555, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"unique_id": "macro.dbt.snapshot_get_time", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "name": "snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0339258, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"unique_id": "macro.dbt.default__snapshot_get_time", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "name": "default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.034244, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"unique_id": "macro.dbt.current_timestamp_backcompat", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "name": "current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.034715, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"unique_id": "macro.dbt.default__current_timestamp_backcompat", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "name": "default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0349262, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "name": "current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.035347, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "name": "default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.035771, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"unique_id": "macro.dbt.get_create_index_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0371048, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"unique_id": "macro.dbt.default__get_create_index_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.037695, "supported_languages": null}, "macro.dbt.create_indexes": {"unique_id": "macro.dbt.create_indexes", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.038136, "supported_languages": null}, "macro.dbt.default__create_indexes": {"unique_id": "macro.dbt.default__create_indexes", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "name": "default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.039148, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"unique_id": "macro.dbt.make_intermediate_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0456681, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"unique_id": "macro.dbt.default__make_intermediate_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.046104, "supported_languages": null}, "macro.dbt.make_temp_relation": {"unique_id": "macro.dbt.make_temp_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0466611, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"unique_id": "macro.dbt.default__make_temp_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.047403, "supported_languages": null}, "macro.dbt.make_backup_relation": {"unique_id": "macro.dbt.make_backup_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0480168, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"unique_id": "macro.dbt.default__make_backup_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.048809, "supported_languages": null}, "macro.dbt.drop_relation": {"unique_id": "macro.dbt.drop_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.049268, "supported_languages": null}, "macro.dbt.default__drop_relation": {"unique_id": "macro.dbt.default__drop_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.049806, "supported_languages": null}, "macro.dbt.truncate_relation": {"unique_id": "macro.dbt.truncate_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.050257, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"unique_id": "macro.dbt.default__truncate_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.050667, "supported_languages": null}, "macro.dbt.rename_relation": {"unique_id": "macro.dbt.rename_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.051177, "supported_languages": null}, "macro.dbt.default__rename_relation": {"unique_id": "macro.dbt.default__rename_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.051893, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"unique_id": "macro.dbt.get_or_create_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.052501, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"unique_id": "macro.dbt.default__get_or_create_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.053866, "supported_languages": null}, "macro.dbt.load_cached_relation": {"unique_id": "macro.dbt.load_cached_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.054573, "supported_languages": null}, "macro.dbt.load_relation": {"unique_id": "macro.dbt.load_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0549362, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"unique_id": "macro.dbt.drop_relation_if_exists", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "name": "drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.055425, "supported_languages": null}, "macro.dbt.collect_freshness": {"unique_id": "macro.dbt.collect_freshness", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0570502, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"unique_id": "macro.dbt.default__collect_freshness", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "name": "default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness').table) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0581172, "supported_languages": null}, "macro.dbt.copy_grants": {"unique_id": "macro.dbt.copy_grants", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.06205, "supported_languages": null}, "macro.dbt.default__copy_grants": {"unique_id": "macro.dbt.default__copy_grants", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.062446, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.062894, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.063191, "supported_languages": null}, "macro.dbt.should_revoke": {"unique_id": "macro.dbt.should_revoke", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.064117, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"unique_id": "macro.dbt.get_show_grant_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0646179, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"unique_id": "macro.dbt.default__get_show_grant_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0649018, "supported_languages": null}, "macro.dbt.get_grant_sql": {"unique_id": "macro.dbt.get_grant_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.065465, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"unique_id": "macro.dbt.default__get_grant_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0659552, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"unique_id": "macro.dbt.get_revoke_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.066529, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"unique_id": "macro.dbt.default__get_revoke_sql", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0670002, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"unique_id": "macro.dbt.get_dcl_statement_list", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0675662, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"unique_id": "macro.dbt.default__get_dcl_statement_list", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.069387, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"unique_id": "macro.dbt.call_dcl_statements", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.070018, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"unique_id": "macro.dbt.default__call_dcl_statements", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.070652, "supported_languages": null}, "macro.dbt.apply_grants": {"unique_id": "macro.dbt.apply_grants", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.071306, "supported_languages": null}, "macro.dbt.default__apply_grants": {"unique_id": "macro.dbt.default__apply_grants", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "name": "default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.074133, "supported_languages": null}, "macro.dbt.alter_column_comment": {"unique_id": "macro.dbt.alter_column_comment", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.07601, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"unique_id": "macro.dbt.default__alter_column_comment", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.076446, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"unique_id": "macro.dbt.alter_relation_comment", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0769558, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"unique_id": "macro.dbt.default__alter_relation_comment", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.077386, "supported_languages": null}, "macro.dbt.persist_docs": {"unique_id": "macro.dbt.persist_docs", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.078047, "supported_languages": null}, "macro.dbt.default__persist_docs": {"unique_id": "macro.dbt.default__persist_docs", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "name": "default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0792341, "supported_languages": null}, "macro.dbt.get_catalog": {"unique_id": "macro.dbt.get_catalog", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0824351, "supported_languages": null}, "macro.dbt.default__get_catalog": {"unique_id": "macro.dbt.default__get_catalog", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0830872, "supported_languages": null}, "macro.dbt.information_schema_name": {"unique_id": "macro.dbt.information_schema_name", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.083549, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"unique_id": "macro.dbt.default__information_schema_name", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.083961, "supported_languages": null}, "macro.dbt.list_schemas": {"unique_id": "macro.dbt.list_schemas", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0844128, "supported_languages": null}, "macro.dbt.default__list_schemas": {"unique_id": "macro.dbt.default__list_schemas", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.085026, "supported_languages": null}, "macro.dbt.check_schema_exists": {"unique_id": "macro.dbt.check_schema_exists", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0855522, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"unique_id": "macro.dbt.default__check_schema_exists", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0863092, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"unique_id": "macro.dbt.list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.086777, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"unique_id": "macro.dbt.default__list_relations_without_caching", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "name": "default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.087187, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"unique_id": "macro.dbt.get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.09098, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"unique_id": "macro.dbt.default__get_columns_in_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0918489, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"unique_id": "macro.dbt.sql_convert_columns_in_relation", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.092635, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"unique_id": "macro.dbt.get_columns_in_query", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0931032, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"unique_id": "macro.dbt.default__get_columns_in_query", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n {% endcall %}\n\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.09394, "supported_languages": null}, "macro.dbt.alter_column_type": {"unique_id": "macro.dbt.alter_column_type", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.094506, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"unique_id": "macro.dbt.default__alter_column_type", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.0959759, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"unique_id": "macro.dbt.alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.096619, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "name": "default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.098658, "supported_languages": null}, "macro.dbt.build_ref_function": {"unique_id": "macro.dbt.build_ref_function", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "name": "build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {%- set resolved = ref(*_ref) -%}\n {%- do ref_dict.update({_ref | join(\".\"): resolved.quote(database=False, schema=False, identifier=False) | string}) -%}\n {%- endfor -%}\n\ndef ref(*args,dbt_load_df_function):\n refs = {{ ref_dict | tojson }}\n key = \".\".join(args)\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.10208, "supported_languages": null}, "macro.dbt.build_source_function": {"unique_id": "macro.dbt.build_source_function", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "name": "build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join(\".\"): resolved.quote(database=False, schema=False, identifier=False) | string}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = \".\".join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.103234, "supported_languages": null}, "macro.dbt.build_config_dict": {"unique_id": "macro.dbt.build_config_dict", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "name": "build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {%- for key in model.config.config_keys_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == 'language' -%}\n {%- set value = 'python' -%}\n {%- endif -%}\n {%- set value = model.config[key] -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.104405, "supported_languages": null}, "macro.dbt.py_script_postfix": {"unique_id": "macro.dbt.py_script_postfix", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "name": "py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = '{{ this.database }}'\n schema = '{{ this.schema }}'\n identifier = '{{ this.identifier }}'\n def __repr__(self):\n return '{{ this }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args: ref(*args, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.105411, "supported_languages": null}, "macro.dbt.py_script_comment": {"unique_id": "macro.dbt.py_script_comment", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "name": "py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "resource_type": "macro", "tags": [], "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.105611, "supported_languages": null}, "macro.dbt.test_unique": {"unique_id": "macro.dbt.test_unique", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.107241, "supported_languages": null}, "macro.dbt.test_not_null": {"unique_id": "macro.dbt.test_not_null", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.10783, "supported_languages": null}, "macro.dbt.test_accepted_values": {"unique_id": "macro.dbt.test_accepted_values", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.108544, "supported_languages": null}, "macro.dbt.test_relationships": {"unique_id": "macro.dbt.test_relationships", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "name": "test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "resource_type": "macro", "tags": [], "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676324075.109239, "supported_languages": null}}, "docs": {"test.somedoc": {"unique_id": "test.somedoc", "package_name": "test", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-126/project0", "path": "somedoc.md", "original_file_path": "models/somedoc.md", "name": "somedoc", "block_contents": "Testing, testing"}, "dbt.__overview__": {"unique_id": "dbt.__overview__", "package_name": "dbt", "root_path": "/Users/gerda/FTA/dbt/core/dbt/include/global_project", "path": "overview.md", "original_file_path": "docs/overview.md", "name": "__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {"exposure.test.simple_exposure": {"fqn": ["test", "simple_exposure"], "unique_id": "exposure.test.simple_exposure", "package_name": "test", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-126/project0", "path": "schema.yml", "original_file_path": "models/schema.yml", "name": "simple_exposure", "type": "dashboard", "owner": {"email": "something@example.com", "name": null}, "resource_type": "exposure", "description": "", "label": null, "maturity": null, "meta": {}, "tags": [], "config": {"enabled": true}, "unrendered_config": {}, "url": null, "depends_on": {"macros": [], "nodes": ["source.test.my_source.my_table", "model.test.my_model"]}, "refs": [["my_model"]], "sources": [["my_source", "my_table"]], "created_at": 1676324075.609121}}, "metrics": {"metric.test.my_metric": {"fqn": ["test", "my_metric"], "unique_id": "metric.test.my_metric", "package_name": "test", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-126/project0", "path": "schema.yml", "original_file_path": "models/schema.yml", "name": "my_metric", "description": "", "label": "Count records", "calculation_method": "count", "timestamp": "updated_at", "expression": "*", "filters": [], "time_grains": ["day"], "dimensions": [], "window": null, "model": "ref('my_model')", "model_unique_id": null, "resource_type": "metric", "meta": {}, "tags": [], "config": {"enabled": true}, 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{"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v8.json", "dbt_version": "1.5.0a1", "generated_at": "2023-02-13T21:04:43.788883Z", "invocation_id": "c7896040-31e1-487d-8438-19d703edb137", "env": {}, "project_id": "098f6bcd4621d373cade4e832627b4f6", "user_id": null, "send_anonymous_usage_stats": false, "adapter_type": "postgres"}, "nodes": {"model.test.my_model": {"database": "dbt", "schema": "test16763222812618906995_test_previous_version_state", "name": "my_model", "resource_type": "model", "package_name": "test", "path": "my_model.sql", "original_file_path": "models/my_model.sql", "unique_id": "model.test.my_model", "fqn": ["test", "my_model"], "alias": "my_model", "checksum": {"name": "sha256", "checksum": "2b9123e04ab8bb798f7c565afdc3ee0e56fcd66b4bfbdb435b4891c878d947c5"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "Example model", "columns": {"id": {"name": "id", "description": "", "meta": {}, "data_type": null, "quote": null, "tags": []}}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": "test://models/schema.yml", "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1676322282.4291918, "relation_name": "\"dbt\".\"test16763222812618906995_test_previous_version_state\".\"my_model\"", "raw_code": "select 1 as id", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null}, "snapshot.test.snapshot_seed": {"database": "dbt", "schema": "test16763222812618906995_test_previous_version_state", "name": "snapshot_seed", "resource_type": "snapshot", "package_name": "test", "path": "snapshot_seed.sql", "original_file_path": "snapshots/snapshot_seed.sql", "unique_id": "snapshot.test.snapshot_seed", "fqn": ["test", "snapshot_seed", "snapshot_seed"], "alias": "snapshot_seed", "checksum": {"name": "sha256", "checksum": "00c13c306831070996970605fbc4c901aa456e1ed1c028725a932e4e6a4ffb0a"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "snapshot", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": "id", "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "strategy": "check", "target_schema": "test16763222812618906995_test_previous_version_state", "target_database": null, "updated_at": null, "check_cols": "all", "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"unique_key": "id", "strategy": "check", "check_cols": "all", "target_schema": "test16763222812618906995_test_previous_version_state"}, "created_at": 1676322282.28191, "relation_name": "\"dbt\".\"test16763222812618906995_test_previous_version_state\".\"snapshot_seed\"", "raw_code": "\n{{\n config(\n unique_key='id',\n strategy='check',\n check_cols='all',\n target_schema=schema,\n )\n}}\nselect * from {{ ref('my_seed') }}\n", "language": "sql", "refs": [["my_seed"]], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["seed.test.my_seed"]}, "compiled_path": null}, "analysis.test.a": {"database": "dbt", "schema": "test16763222812618906995_test_previous_version_state", "name": "a", "resource_type": "analysis", "package_name": "test", "path": "analysis/a.sql", "original_file_path": "analyses/a.sql", "unique_id": "analysis.test.a", "fqn": ["test", "analysis", "a"], "alias": "a", "checksum": {"name": "sha256", "checksum": "bd1ee600e4e80d03f488fee52a66e8d51b5be2b98acc20df1cf8be4670d86ae5"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1676322282.338664, "relation_name": null, "raw_code": "select 4 as id", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null}, "test.test.just_my": {"database": "dbt", "schema": "test16763222812618906995_test_previous_version_state_dbt_test__audit", "name": "just_my", "resource_type": "test", "package_name": "test", "path": "just_my.sql", "original_file_path": "tests/just_my.sql", "unique_id": "test.test.just_my", "fqn": ["test", "just_my"], "alias": "just_my", "checksum": {"name": "sha256", "checksum": "f30b7a814e0e3761d1a8042aa40d658d6c33affb28cd92782b0f56559c414fd8"}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["data_test_tag"], "meta": {}, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["data_test_tag"], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["data_test_tag"]}, "created_at": 1676322282.365304, "relation_name": null, "raw_code": "{{ config(tags = ['data_test_tag']) }}\n\nselect * from {{ ref('my_model') }}\nwhere false", "language": "sql", "refs": [["my_model"]], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.test.my_model"]}, "compiled_path": null}, "seed.test.my_seed": {"database": "dbt", "schema": "test16763222812618906995_test_previous_version_state", "name": "my_seed", "resource_type": "seed", "package_name": "test", "path": "my_seed.csv", "original_file_path": "seeds/my_seed.csv", "unique_id": "seed.test.my_seed", "fqn": ["test", "my_seed"], "alias": "my_seed", "checksum": {"name": "sha256", "checksum": "22697c9b76d73a6c7561554ddb2ce101428ea2737ba8dc500d52ebcfdcfcfc13"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "quote_columns": null, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1676322282.395373, "relation_name": "\"dbt\".\"test16763222812618906995_test_previous_version_state\".\"my_seed\"", "raw_code": "", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-115/project0", "depends_on": {"macros": []}}, "test.test.not_null_my_model_id.43e0e9183a": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "id", "model": "{{ get_where_subquery(ref('my_model')) }}"}, "namespace": null}, "database": "dbt", "schema": "test16763222812618906995_test_previous_version_state_dbt_test__audit", "name": "not_null_my_model_id", "resource_type": "test", "package_name": "test", "path": "not_null_my_model_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.test.not_null_my_model_id.43e0e9183a", "fqn": ["test", "not_null_my_model_id"], "alias": "not_null_my_model_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1676322282.439473, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [["my_model"]], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null"], "nodes": ["model.test.my_model"]}, "compiled_path": null, "column_name": "id", "file_key_name": "models.my_model"}, "test.test.check_nothing_my_model_.d5a5e66110": {"test_metadata": {"name": "check_nothing", "kwargs": {"model": "{{ get_where_subquery(ref('my_model')) }}"}, "namespace": null}, "database": "dbt", "schema": "test16763222812618906995_test_previous_version_state_dbt_test__audit", "name": "check_nothing_my_model_", "resource_type": "test", "package_name": "test", "path": "check_nothing_my_model_.sql", "original_file_path": "models/schema.yml", "unique_id": "test.test.check_nothing_my_model_.d5a5e66110", "fqn": ["test", "check_nothing_my_model_"], "alias": "check_nothing_my_model_", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1676322282.4446359, "relation_name": null, "raw_code": "{{ test_check_nothing(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [["my_model"]], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.test.test_check_nothing", "macro.dbt.get_where_subquery"], "nodes": ["model.test.my_model"]}, "compiled_path": null, "column_name": null, "file_key_name": "models.my_model"}}, "sources": {"source.test.my_source.my_table": {"database": "dbt", "schema": "my_source", "name": "my_table", "resource_type": "source", "package_name": "test", "path": "models/schema.yml", "original_file_path": "models/schema.yml", "unique_id": "source.test.my_source.my_table", "fqn": ["test", "my_source", "my_table"], "source_name": "my_source", "source_description": "My source", "loader": "a_loader", "identifier": "my_seed", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "My table", "columns": {}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"dbt\".\"my_source\".\"my_seed\"", "created_at": 1676322282.498101}}, "macros": {"macro.test.test_check_nothing": {"name": "test_check_nothing", "resource_type": "macro", "package_name": "test", "path": "macros/dummy_test.sql", "original_file_path": "macros/dummy_test.sql", "unique_id": "macro.test.test_check_nothing", "macro_sql": "{% test check_nothing(model) %}\n-- a silly test to make sure that table-level tests show up in the manifest\n-- without a column_name field\n\nselect 0\n\n{% endtest %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4094772, "supported_languages": null}, "macro.test.test_disabled_check_nothing": {"name": "test_disabled_check_nothing", "resource_type": "macro", "package_name": "test", "path": "macros/disabled_dummy_test.sql", "original_file_path": "macros/disabled_dummy_test.sql", "unique_id": "macro.test.test_disabled_check_nothing", "macro_sql": "{% test disabled_check_nothing(model) %}\n-- a silly test to make sure that table-level tests show up in the manifest\n-- without a column_name field\n\n{{ config(enabled=False) }}\nselect 0\n\n{% endtest %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.410033, "supported_languages": null}, "macro.test.do_nothing": {"name": "do_nothing", "resource_type": "macro", "package_name": "test", "path": "macros/do_nothing.sql", "original_file_path": "macros/do_nothing.sql", "unique_id": "macro.test.do_nothing", "macro_sql": "{% macro do_nothing(foo2, bar2) %}\n select\n '{{ foo2 }}' as foo2,\n '{{ bar2 }}' as bar2\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.41051, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.411176, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.411718, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.412009, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.41232, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.412619, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n\n {%- call statement('catalog', fetch_result=True) -%}\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n\n where (\n {%- for schema in schemas -%}\n upper(sch.nspname) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table, [m]aterialized view\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4152992, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations () -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4168088, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.428651, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.430589, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4315221, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.432323, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.433569, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.434568, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4350138, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.435891, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.436857, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4389682, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.439469, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4407659, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.441967, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.443386, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4441102, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.446302, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4471622, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.447847, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.449656, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.452299, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.453088, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.455125, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.462395, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.463126, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.464517, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4655108, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.468192, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.468693, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.469058, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4694211, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.469785, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.470596, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.471361, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.472131, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.473068, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4737349, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.481837, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4828649, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4835358, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4857202, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4861922, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.486644, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n select {{ check_cols_config | join(', ') }} from ({{ node['compiled_code'] }}) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.490088, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4935129, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5012, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.501941, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.502363, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5025961, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.502961, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5032582, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.50385, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5059588, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5064478, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5070798, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.508459, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.523073, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type='table') -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ create_table_as(False, target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.528616, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.52976, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.531104, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5320342, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.533005, "supported_languages": null}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.536449, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.537867, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.539545, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5401359, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5423229, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.554441, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.558579, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.559229, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.561732, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.56239, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.564075, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.565938, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.567849, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.568505, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5689778, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.569709, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.570188, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5709162, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.57139, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.572049, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.572522, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5729191, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.57362, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.585784, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.59618, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.60002, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.603049, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.605203, "supported_languages": null}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/table.sql", "original_file_path": "macros/materializations/models/table/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.611255, "supported_languages": ["sql"]}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.612431, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6129012, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.613973, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.614995, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/view.sql", "original_file_path": "macros/materializations/models/view/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.621283, "supported_languages": ["sql"]}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6220968, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.622665, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/models/view/create_or_replace_view.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=True) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.626231, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.627094, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.627518, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.627975, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }} as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.628621, "supported_languages": null}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparision later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6366222, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6457422, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.648115, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.648722, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.650075, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.65061, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6509619, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6513228, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6516201, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.652027, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6523268, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6536052, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.654092, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.657616, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.658516, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name is none -%}\n\n {{ node.name }}\n\n {%- else -%}\n\n {{ custom_alias_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.659103, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.660212, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.660863, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.661577, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.662461, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6631, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.664021, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.664862, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.665466, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.666805, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.670157, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.671575, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.672309, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.675864, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partiton start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.678925, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.680963, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.681591, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.682165, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.682366, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6831412, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.683658, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.684277, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6846101, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.685228, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.685508, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6863098, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6870232, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.687619, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6878238, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.688459, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.688828, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.689515, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.689863, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.691304, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6924748, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.693249, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.69366, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.694339, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6946921, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.695292, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.695692, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.696287, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.696754, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.697381, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6978078, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.698524, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6990662, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.69984, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.700127, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.702124, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.702521, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.702935, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.703326, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.703733, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.704247, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7046552, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.705098, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.705503, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.705885, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7063448, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7067552, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7071831, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.707561, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.708241, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7085838, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.709186, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7094588, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7102468, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.710925, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.711309, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.712547, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.71298, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.713571, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.714258, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.714612, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7155101, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.716278, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7171369, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.717506, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.718344, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.71883, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7192378, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.719709, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.720729, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7211258, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.721498, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.721788, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.722215, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7224221, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7228422, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.723277, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.724287, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7246542, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.725062, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.726084, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.732279, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.732851, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7335029, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.734247, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7348611, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7356532, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7361112, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7366579, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7371142, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.737532, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.738038, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7387478, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7393658, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.740736, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.741308, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.741668, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7421598, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.743146, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7441761, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7475011, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7478158, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.748252, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7485409, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.749697, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.750331, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7506151, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.751184, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7516642, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.752241, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.752723, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7532978, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7553658, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.756046, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7566988, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7572742, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.760213, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.761635, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.762066, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.762573, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.762995, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7636638, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.76503, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.767971, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7686348, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.769115, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.769671, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.770122, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.770835, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.771361, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.772129, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.772596, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7730088, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.776206, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.776611, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.777584, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.77807, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n {% endcall %}\n\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.77891, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.77949, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7810528, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.781748, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7839968, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {%- set resolved = ref(*_ref) -%}\n {%- do ref_dict.update({_ref | join(\".\"): resolved | string | replace('\"', '\\\"')}) -%}\n {%- endfor -%}\n\ndef ref(*args,dbt_load_df_function):\n refs = {{ ref_dict | tojson }}\n key = \".\".join(args)\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.787274, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join(\".\"): resolved | string | replace('\"', '\\\"')}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = \".\".join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.788432, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.790293, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = this | string | replace('\"', '\\\\\"') %}\n def __repr__(self):\n return \"{{ this_relation_name }}\"\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args: ref(*args, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.791504, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.791784, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7929192, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.793498, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.794215, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7948952, "supported_languages": null}}, "docs": {"doc.test.somedoc": {"name": "somedoc", "resource_type": "doc", "package_name": "test", "path": "somedoc.md", "original_file_path": "models/somedoc.md", "unique_id": "doc.test.somedoc", "block_contents": "Testing, testing"}, "doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {"exposure.test.simple_exposure": {"name": "simple_exposure", "resource_type": "exposure", "package_name": "test", "path": "schema.yml", "original_file_path": "models/schema.yml", "unique_id": "exposure.test.simple_exposure", "fqn": ["test", "simple_exposure"], "type": "dashboard", "owner": {"email": "something@example.com", "name": null}, "description": "", "label": null, "maturity": null, "meta": {}, "tags": [], "config": {"enabled": true}, "unrendered_config": {}, "url": null, "depends_on": {"macros": [], "nodes": ["source.test.my_source.my_table", "model.test.my_model"]}, "refs": [["my_model"]], "sources": [["my_source", "my_table"]], "metrics": [], "created_at": 1676322282.478955}}, "metrics": {"metric.test.my_metric": {"name": "my_metric", "resource_type": "metric", "package_name": "test", "path": "schema.yml", "original_file_path": "models/schema.yml", "unique_id": "metric.test.my_metric", "fqn": ["test", "my_metric"], "description": "", "label": "Count records", "calculation_method": "count", "expression": "*", "filters": [], "time_grains": ["day"], "dimensions": [], "timestamp": "updated_at", "window": null, "model": "ref('my_model')", "model_unique_id": null, "meta": {}, "tags": [], "config": {"enabled": true}, "unrendered_config": {}, "sources": [], "depends_on": {"macros": [], "nodes": ["model.test.my_model"]}, "refs": [["my_model"]], "metrics": [], "created_at": 1676322282.491698}}, "selectors": {}, "disabled": {"model.test.disabled_model": [{"database": "dbt", "schema": "test16763222812618906995_test_previous_version_state", "name": "disabled_model", "resource_type": "model", "package_name": "test", "path": "disabled_model.sql", "original_file_path": "models/disabled_model.sql", "unique_id": "model.test.disabled_model", "fqn": ["test", "disabled_model"], "alias": "disabled_model", "checksum": {"name": "sha256", "checksum": "34f7b8e60d9e7933469c48d6c92b0a53918d0ba626a9ce2c30ab2f1532145827"}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1676322282.224511, "config_call_dict": {"enabled": false}, "relation_name": "\"dbt\".\"test16763222812618906995_test_previous_version_state\".\"disabled_model\"", "raw_code": "{{ config(enabled=False) }}\nselect 2 as id", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null}], "snapshot.test.disabled_snapshot_seed": [{"database": "dbt", "schema": "test16763222812618906995_test_previous_version_state", "name": "disabled_snapshot_seed", "resource_type": "snapshot", "package_name": "test", "path": "disabled_snapshot_seed.sql", "original_file_path": "snapshots/disabled_snapshot_seed.sql", "unique_id": "snapshot.test.disabled_snapshot_seed", "fqn": ["test", "disabled_snapshot_seed", "disabled_snapshot_seed"], "alias": "disabled_snapshot_seed", "checksum": {"name": "sha256", "checksum": "52b08465e16dcbc364162dfbdb34cf25e04295bc13d63ab0b420f60d15234c76"}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "snapshot", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": "id", "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "strategy": "check", "target_schema": "test16763222812618906995_test_previous_version_state", "target_database": null, "updated_at": null, "check_cols": "all", "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"unique_key": "id", "strategy": "check", "check_cols": "all", "target_schema": "test16763222812618906995_test_previous_version_state", "enabled": false}, "created_at": 1676322282.303265, "config_call_dict": {"unique_key": "id", "strategy": "check", "check_cols": "all", "target_schema": "test16763222812618906995_test_previous_version_state", "enabled": false}, "relation_name": "\"dbt\".\"test16763222812618906995_test_previous_version_state\".\"disabled_snapshot_seed\"", "raw_code": "\n{{\n config(\n unique_key='id',\n strategy='check',\n check_cols='all',\n target_schema=schema,\n enabled=False,\n )\n}}\nselect * from {{ ref('my_seed') }}\n", "language": "sql", "refs": [["my_seed"]], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null}], "analysis.test.disabled_al": [{"database": "dbt", "schema": "test16763222812618906995_test_previous_version_state", "name": "disabled_al", "resource_type": "analysis", "package_name": "test", "path": "analysis/disabled_al.sql", "original_file_path": "analyses/disabled_al.sql", "unique_id": "analysis.test.disabled_al", "fqn": ["test", "analysis", "disabled_al"], "alias": "disabled_al", "checksum": {"name": "sha256", "checksum": "76b8579816eac97721616fd429dcd1a93c311c6358830a65d40ebe5661572610"}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1676322282.3320582, "config_call_dict": {"enabled": false}, "relation_name": null, "raw_code": "{{ config(enabled=False) }}\nselect 9 as id", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null}], "test.test.disabled_just_my": [{"database": "dbt", "schema": "test16763222812618906995_test_previous_version_state_dbt_test__audit", "name": "disabled_just_my", "resource_type": "test", "package_name": "test", "path": "disabled_just_my.sql", "original_file_path": "tests/disabled_just_my.sql", "unique_id": "test.test.disabled_just_my", "fqn": ["test", "disabled_just_my"], "alias": "disabled_just_my", "checksum": {"name": "sha256", "checksum": "0b5827d08d1e3c97e8fb865bea00031b2e90ecef7884a42429cc48d0f48b8c20"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1676322282.359573, "config_call_dict": {"enabled": false}, "relation_name": null, "raw_code": "{{ config(enabled=False) }}\n\nselect * from {{ ref('my_model') }}\nwhere false", "language": "sql", "refs": [["my_model"]], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null}], "test.test.disabled_check_nothing_my_model_.f2c6a72d37": [{"test_metadata": {"name": "disabled_check_nothing", "kwargs": {"model": "{{ get_where_subquery(ref('my_model')) }}"}, "namespace": null}, "database": "dbt", "schema": "test16763222812618906995_test_previous_version_state_dbt_test__audit", "name": "disabled_check_nothing_my_model_", "resource_type": "test", "package_name": "test", "path": "disabled_check_nothing_my_model_.sql", "original_file_path": "models/schema.yml", "unique_id": "test.test.disabled_check_nothing_my_model_.f2c6a72d37", "fqn": ["test", "disabled_check_nothing_my_model_"], "alias": "disabled_check_nothing_my_model_", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1676322282.455549, "config_call_dict": {"enabled": false}, "relation_name": null, "raw_code": "{{ test_disabled_check_nothing(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [["my_model"]], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.test.test_disabled_check_nothing", "macro.dbt.get_where_subquery"], "nodes": []}, "compiled_path": null, "column_name": null, "file_key_name": "models.my_model"}], "exposure.test.disabled_exposure": [{"name": "disabled_exposure", "resource_type": "exposure", "package_name": "test", "path": "schema.yml", "original_file_path": "models/schema.yml", "unique_id": "exposure.test.disabled_exposure", "fqn": ["test", "disabled_exposure"], "type": "dashboard", "owner": {"email": "something@example.com", "name": null}, "description": "", "label": null, "maturity": null, "meta": {}, "tags": [], "config": {"enabled": false}, "unrendered_config": {"enabled": false}, "url": null, "depends_on": {"macros": [], "nodes": []}, "refs": [["my_model"]], "sources": [], "metrics": [], "created_at": 1676322282.482795}], "metric.test.disabled_metric": [{"name": "disabled_metric", "resource_type": "metric", "package_name": "test", "path": "schema.yml", "original_file_path": "models/schema.yml", "unique_id": "metric.test.disabled_metric", "fqn": ["test", "disabled_metric"], "description": "", "label": "Count records", "calculation_method": "count", "expression": "*", "filters": [], "time_grains": ["day"], "dimensions": [], "timestamp": "updated_at", "window": null, "model": "ref('my_model')", "model_unique_id": null, "meta": {}, "tags": [], "config": {"enabled": false}, "unrendered_config": {"enabled": false}, "sources": [], "depends_on": {"macros": [], "nodes": []}, "refs": [["my_model"]], "metrics": [], "created_at": 1676322282.495338}], "seed.test.disabled_seed": [{"database": "dbt", "schema": "test16763222812618906995_test_previous_version_state", "name": "disabled_seed", "resource_type": "seed", "package_name": "test", "path": "disabled_seed.csv", "original_file_path": "seeds/disabled_seed.csv", "unique_id": "seed.test.disabled_seed", "fqn": ["test", "disabled_seed"], "alias": "disabled_seed", "checksum": {"name": "sha256", "checksum": "c6c08a913b5a382014ef0ba248d97b12fc801beb369fdbd24aff1a3912ee3773"}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "quote_columns": null, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": "test://models/schema.yml", "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1676322282.462719, "config_call_dict": {}, "relation_name": "\"dbt\".\"test16763222812618906995_test_previous_version_state\".\"disabled_seed\"", "raw_code": "", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-115/project0", "depends_on": {"macros": []}}], "source.test.my_source.disabled_table": [{"database": "dbt", "schema": "my_source", "name": "disabled_table", "resource_type": "source", "package_name": "test", "path": "models/schema.yml", "original_file_path": 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"test.test.not_null_my_model_id.43e0e9183a": ["model.test.my_model"], "test.test.check_nothing_my_model_.d5a5e66110": ["model.test.my_model"], "source.test.my_source.my_table": [], "exposure.test.simple_exposure": ["model.test.my_model", "source.test.my_source.my_table"], "metric.test.my_metric": ["model.test.my_model"]}, "child_map": {"model.test.my_model": ["exposure.test.simple_exposure", "metric.test.my_metric", "test.test.check_nothing_my_model_.d5a5e66110", "test.test.just_my", "test.test.not_null_my_model_id.43e0e9183a"], "snapshot.test.snapshot_seed": [], "analysis.test.a": [], "test.test.just_my": [], "seed.test.my_seed": ["snapshot.test.snapshot_seed"], "test.test.not_null_my_model_id.43e0e9183a": [], "test.test.check_nothing_my_model_.d5a5e66110": [], "source.test.my_source.my_table": ["exposure.test.simple_exposure"], "exposure.test.simple_exposure": [], "metric.test.my_metric": []}} +{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v8.json", "dbt_version": "1.5.0a1", "generated_at": "2023-02-13T21:04:43.788883Z", "invocation_id": "c7896040-31e1-487d-8438-19d703edb137", "env": {}, "project_id": "098f6bcd4621d373cade4e832627b4f6", "user_id": null, "send_anonymous_usage_stats": false, "adapter_type": "postgres"}, "nodes": {"model.test.my_model": {"database": "dbt", "schema": "test16763222812618906995_test_previous_version_state", "name": "my_model", "resource_type": "model", "package_name": "test", "path": "my_model.sql", "original_file_path": "models/my_model.sql", "unique_id": "model.test.my_model", "fqn": ["test", "my_model"], "alias": "my_model", "checksum": {"name": "sha256", "checksum": "2b9123e04ab8bb798f7c565afdc3ee0e56fcd66b4bfbdb435b4891c878d947c5"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "Example model", "columns": {"id": {"name": "id", "description": "", "meta": {}, "data_type": null, "quote": null, "tags": []}}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": "test://models/schema.yml", "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1676322282.4291918, "relation_name": "\"dbt\".\"test16763222812618906995_test_previous_version_state\".\"my_model\"", "raw_code": "select 1 as id", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null}, "snapshot.test.snapshot_seed": {"database": "dbt", "schema": "test16763222812618906995_test_previous_version_state", "name": "snapshot_seed", "resource_type": "snapshot", "package_name": "test", "path": "snapshot_seed.sql", "original_file_path": "snapshots/snapshot_seed.sql", "unique_id": "snapshot.test.snapshot_seed", "fqn": ["test", "snapshot_seed", "snapshot_seed"], "alias": "snapshot_seed", "checksum": {"name": "sha256", "checksum": "00c13c306831070996970605fbc4c901aa456e1ed1c028725a932e4e6a4ffb0a"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "snapshot", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": "id", "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "strategy": "check", "target_schema": "test16763222812618906995_test_previous_version_state", "target_database": null, "updated_at": null, "check_cols": "all", "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"unique_key": "id", "strategy": "check", "check_cols": "all", "target_schema": "test16763222812618906995_test_previous_version_state"}, "created_at": 1676322282.28191, "relation_name": "\"dbt\".\"test16763222812618906995_test_previous_version_state\".\"snapshot_seed\"", "raw_code": "\n{{\n config(\n unique_key='id',\n strategy='check',\n check_cols='all',\n target_schema=schema,\n )\n}}\nselect * from {{ ref('my_seed') }}\n", "language": "sql", "refs": [["my_seed"]], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["seed.test.my_seed"]}, "compiled_path": null}, "analysis.test.a": {"database": "dbt", "schema": "test16763222812618906995_test_previous_version_state", "name": "a", "resource_type": "analysis", "package_name": "test", "path": "analysis/a.sql", "original_file_path": "analyses/a.sql", "unique_id": "analysis.test.a", "fqn": ["test", "analysis", "a"], "alias": "a", "checksum": {"name": "sha256", "checksum": "bd1ee600e4e80d03f488fee52a66e8d51b5be2b98acc20df1cf8be4670d86ae5"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1676322282.338664, "relation_name": null, "raw_code": "select 4 as id", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null}, "test.test.just_my": {"database": "dbt", "schema": "test16763222812618906995_test_previous_version_state_dbt_test__audit", "name": "just_my", "resource_type": "test", "package_name": "test", "path": "just_my.sql", "original_file_path": "tests/just_my.sql", "unique_id": "test.test.just_my", "fqn": ["test", "just_my"], "alias": "just_my", "checksum": {"name": "sha256", "checksum": "f30b7a814e0e3761d1a8042aa40d658d6c33affb28cd92782b0f56559c414fd8"}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["data_test_tag"], "meta": {}, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["data_test_tag"], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["data_test_tag"]}, "created_at": 1676322282.365304, "relation_name": null, "raw_code": "{{ config(tags = ['data_test_tag']) }}\n\nselect * from {{ ref('my_model') }}\nwhere false", "language": "sql", "refs": [["my_model"]], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.test.my_model"]}, "compiled_path": null}, "seed.test.my_seed": {"database": "dbt", "schema": "test16763222812618906995_test_previous_version_state", "name": "my_seed", "resource_type": "seed", "package_name": "test", "path": "my_seed.csv", "original_file_path": "seeds/my_seed.csv", "unique_id": "seed.test.my_seed", "fqn": ["test", "my_seed"], "alias": "my_seed", "checksum": {"name": "sha256", "checksum": "22697c9b76d73a6c7561554ddb2ce101428ea2737ba8dc500d52ebcfdcfcfc13"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "quote_columns": null, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1676322282.395373, "relation_name": "\"dbt\".\"test16763222812618906995_test_previous_version_state\".\"my_seed\"", "raw_code": "", "root_path": "/private/var/folders/qt/vw8wqdgx4w381wh14b9y25m40000gn/T/pytest-of-gerda/pytest-115/project0", "depends_on": {"macros": []}}, "test.test.not_null_my_model_id.43e0e9183a": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "id", "model": "{{ get_where_subquery(ref('my_model')) }}"}, "namespace": null}, "database": "dbt", "schema": "test16763222812618906995_test_previous_version_state_dbt_test__audit", "name": "not_null_my_model_id", "resource_type": "test", "package_name": "test", "path": "not_null_my_model_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.test.not_null_my_model_id.43e0e9183a", "fqn": ["test", "not_null_my_model_id"], "alias": "not_null_my_model_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1676322282.439473, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [["my_model"]], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null"], "nodes": ["model.test.my_model"]}, "compiled_path": null, "column_name": "id", "file_key_name": "models.my_model"}, "test.test.check_nothing_my_model_.d5a5e66110": {"test_metadata": {"name": "check_nothing", "kwargs": {"model": "{{ get_where_subquery(ref('my_model')) }}"}, "namespace": null}, "database": "dbt", "schema": "test16763222812618906995_test_previous_version_state_dbt_test__audit", "name": "check_nothing_my_model_", "resource_type": "test", "package_name": "test", "path": "check_nothing_my_model_.sql", "original_file_path": "models/schema.yml", "unique_id": "test.test.check_nothing_my_model_.d5a5e66110", "fqn": ["test", "check_nothing_my_model_"], "alias": "check_nothing_my_model_", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1676322282.4446359, "relation_name": null, "raw_code": "{{ test_check_nothing(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [["my_model"]], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.test.test_check_nothing", "macro.dbt.get_where_subquery"], "nodes": ["model.test.my_model"]}, "compiled_path": null, "column_name": null, "file_key_name": "models.my_model"}}, "sources": {"source.test.my_source.my_table": {"database": "dbt", "schema": "my_source", "name": "my_table", "resource_type": "source", "package_name": "test", "path": "models/schema.yml", "original_file_path": "models/schema.yml", "unique_id": "source.test.my_source.my_table", "fqn": ["test", "my_source", "my_table"], "source_name": "my_source", "source_description": "My source", "loader": "a_loader", "identifier": "my_seed", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "My table", "columns": {}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"dbt\".\"my_source\".\"my_seed\"", "created_at": 1676322282.498101}}, "macros": {"macro.test.test_check_nothing": {"name": "test_check_nothing", "resource_type": "macro", "package_name": "test", "path": "macros/dummy_test.sql", "original_file_path": "macros/dummy_test.sql", "unique_id": "macro.test.test_check_nothing", "macro_sql": "{% test check_nothing(model) %}\n-- a silly test to make sure that table-level tests show up in the manifest\n-- without a column_name field\n\nselect 0\n\n{% endtest %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4094772, "supported_languages": null}, "macro.test.test_disabled_check_nothing": {"name": "test_disabled_check_nothing", "resource_type": "macro", "package_name": "test", "path": "macros/disabled_dummy_test.sql", "original_file_path": "macros/disabled_dummy_test.sql", "unique_id": "macro.test.test_disabled_check_nothing", "macro_sql": "{% test disabled_check_nothing(model) %}\n-- a silly test to make sure that table-level tests show up in the manifest\n-- without a column_name field\n\n{{ config(enabled=False) }}\nselect 0\n\n{% endtest %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.410033, "supported_languages": null}, "macro.test.do_nothing": {"name": "do_nothing", "resource_type": "macro", "package_name": "test", "path": "macros/do_nothing.sql", "original_file_path": "macros/do_nothing.sql", "unique_id": "macro.test.do_nothing", "macro_sql": "{% macro do_nothing(foo2, bar2) %}\n select\n '{{ foo2 }}' as foo2,\n '{{ bar2 }}' as bar2\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.41051, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.411176, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.411718, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.412009, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.41232, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.412619, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n\n {%- call statement('catalog', fetch_result=True) -%}\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n\n where (\n {%- for schema in schemas -%}\n upper(sch.nspname) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table, [m]aterialized view\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4152992, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations () -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4168088, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.428651, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.430589, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4315221, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.432323, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.433569, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.434568, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4350138, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.435891, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.436857, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4389682, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.439469, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4407659, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.441967, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.443386, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4441102, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.446302, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4471622, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.447847, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.449656, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.452299, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.453088, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.455125, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.462395, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.463126, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.464517, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4655108, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.468192, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.468693, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.469058, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4694211, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.469785, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.470596, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.471361, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.472131, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.473068, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4737349, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.481837, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4828649, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4835358, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4857202, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4861922, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.486644, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n select {{ check_cols_config | join(', ') }} from ({{ node['compiled_code'] }}) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.490088, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.4935129, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5012, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.501941, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.502363, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5025961, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.502961, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5032582, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.50385, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5059588, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5064478, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5070798, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.508459, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.523073, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type='table') -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ create_table_as(False, target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.528616, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.52976, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.531104, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5320342, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.533005, "supported_languages": null}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.536449, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.537867, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.539545, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5401359, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5423229, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.554441, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.558579, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.559229, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.561732, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.56239, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.564075, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.565938, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.567849, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.568505, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5689778, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.569709, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.570188, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5709162, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.57139, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.572049, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.572522, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.5729191, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.57362, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.585784, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.59618, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.60002, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.603049, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.605203, "supported_languages": null}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/table.sql", "original_file_path": "macros/materializations/models/table/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.611255, "supported_languages": ["sql"]}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.612431, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6129012, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.613973, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.614995, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/view.sql", "original_file_path": "macros/materializations/models/view/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.621283, "supported_languages": ["sql"]}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6220968, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.622665, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/models/view/create_or_replace_view.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=True) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.626231, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.627094, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.627518, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.627975, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }} as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.628621, "supported_languages": null}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparision later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6366222, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6457422, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.648115, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.648722, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.650075, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.65061, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6509619, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6513228, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6516201, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.652027, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6523268, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6536052, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.654092, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.657616, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.658516, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name is none -%}\n\n {{ node.name }}\n\n {%- else -%}\n\n {{ custom_alias_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.659103, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.660212, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.660863, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.661577, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.662461, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6631, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.664021, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.664862, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.665466, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.666805, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.670157, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.671575, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.672309, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.675864, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.678925, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.680963, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.681591, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.682165, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.682366, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6831412, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.683658, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.684277, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6846101, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.685228, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.685508, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6863098, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6870232, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.687619, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6878238, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.688459, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.688828, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.689515, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.689863, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.691304, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6924748, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.693249, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.69366, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.694339, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6946921, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.695292, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.695692, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.696287, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.696754, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.697381, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6978078, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.698524, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.6990662, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.69984, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.700127, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.702124, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.702521, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.702935, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.703326, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.703733, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.704247, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7046552, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.705098, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.705503, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.705885, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7063448, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7067552, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7071831, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.707561, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.708241, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7085838, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.709186, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7094588, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7102468, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.710925, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.711309, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.712547, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.71298, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.713571, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.714258, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.714612, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7155101, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.716278, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7171369, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.717506, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.718344, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.71883, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7192378, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.719709, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.720729, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7211258, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.721498, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.721788, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.722215, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7224221, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7228422, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.723277, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.724287, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7246542, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.725062, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.726084, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.732279, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.732851, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7335029, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.734247, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7348611, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7356532, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7361112, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7366579, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7371142, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.737532, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.738038, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7387478, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7393658, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.740736, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.741308, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.741668, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7421598, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.743146, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7441761, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7475011, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7478158, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.748252, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7485409, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.749697, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.750331, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7506151, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.751184, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7516642, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.752241, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.752723, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7532978, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7553658, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.756046, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7566988, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7572742, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.760213, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.761635, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.762066, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.762573, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.762995, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7636638, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.76503, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.767971, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7686348, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.769115, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.769671, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.770122, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.770835, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.771361, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.772129, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.772596, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7730088, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.776206, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.776611, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.777584, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.77807, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n {% endcall %}\n\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.77891, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.77949, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7810528, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.781748, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7839968, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {%- set resolved = ref(*_ref) -%}\n {%- do ref_dict.update({_ref | join(\".\"): resolved | string | replace('\"', '\\\"')}) -%}\n {%- endfor -%}\n\ndef ref(*args,dbt_load_df_function):\n refs = {{ ref_dict | tojson }}\n key = \".\".join(args)\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.787274, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join(\".\"): resolved | string | replace('\"', '\\\"')}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = \".\".join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.788432, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.790293, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = this | string | replace('\"', '\\\\\"') %}\n def __repr__(self):\n return \"{{ this_relation_name }}\"\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args: ref(*args, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.791504, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.791784, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7929192, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.793498, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.794215, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1676322281.7948952, "supported_languages": null}}, "docs": {"doc.test.somedoc": {"name": "somedoc", "resource_type": "doc", "package_name": "test", "path": "somedoc.md", "original_file_path": "models/somedoc.md", "unique_id": "doc.test.somedoc", "block_contents": "Testing, testing"}, "doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {"exposure.test.simple_exposure": {"name": "simple_exposure", "resource_type": "exposure", "package_name": "test", "path": "schema.yml", "original_file_path": "models/schema.yml", "unique_id": "exposure.test.simple_exposure", "fqn": ["test", "simple_exposure"], "type": "dashboard", "owner": {"email": "something@example.com", "name": null}, "description": "", "label": null, "maturity": null, "meta": {}, "tags": [], "config": {"enabled": true}, "unrendered_config": {}, "url": null, "depends_on": {"macros": [], "nodes": ["source.test.my_source.my_table", "model.test.my_model"]}, "refs": [["my_model"]], "sources": [["my_source", "my_table"]], "metrics": [], "created_at": 1676322282.478955}}, "metrics": {"metric.test.my_metric": {"name": "my_metric", "resource_type": "metric", "package_name": "test", "path": "schema.yml", "original_file_path": "models/schema.yml", "unique_id": "metric.test.my_metric", "fqn": ["test", "my_metric"], "description": "", "label": "Count records", "calculation_method": "count", "expression": "*", "filters": [], "time_grains": ["day"], "dimensions": [], "timestamp": "updated_at", "window": null, "model": "ref('my_model')", "model_unique_id": null, "meta": {}, "tags": [], "config": {"enabled": true}, "unrendered_config": {}, "sources": [], "depends_on": {"macros": [], "nodes": ["model.test.my_model"]}, "refs": [["my_model"]], "metrics": [], "created_at": 1676322282.491698}}, "selectors": {}, "disabled": {"model.test.disabled_model": [{"database": "dbt", "schema": "test16763222812618906995_test_previous_version_state", "name": "disabled_model", "resource_type": "model", "package_name": "test", "path": "disabled_model.sql", "original_file_path": "models/disabled_model.sql", "unique_id": "model.test.disabled_model", "fqn": ["test", "disabled_model"], "alias": "disabled_model", "checksum": {"name": "sha256", "checksum": "34f7b8e60d9e7933469c48d6c92b0a53918d0ba626a9ce2c30ab2f1532145827"}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1676322282.224511, "config_call_dict": {"enabled": false}, "relation_name": "\"dbt\".\"test16763222812618906995_test_previous_version_state\".\"disabled_model\"", "raw_code": "{{ config(enabled=False) }}\nselect 2 as id", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null}], "snapshot.test.disabled_snapshot_seed": [{"database": "dbt", "schema": "test16763222812618906995_test_previous_version_state", "name": "disabled_snapshot_seed", "resource_type": "snapshot", "package_name": "test", "path": "disabled_snapshot_seed.sql", "original_file_path": "snapshots/disabled_snapshot_seed.sql", "unique_id": "snapshot.test.disabled_snapshot_seed", "fqn": ["test", "disabled_snapshot_seed", "disabled_snapshot_seed"], "alias": "disabled_snapshot_seed", "checksum": {"name": "sha256", "checksum": "52b08465e16dcbc364162dfbdb34cf25e04295bc13d63ab0b420f60d15234c76"}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "snapshot", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": "id", "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "strategy": "check", "target_schema": "test16763222812618906995_test_previous_version_state", "target_database": null, "updated_at": null, "check_cols": "all", "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"unique_key": "id", "strategy": "check", "check_cols": "all", "target_schema": "test16763222812618906995_test_previous_version_state", "enabled": false}, "created_at": 1676322282.303265, "config_call_dict": {"unique_key": "id", "strategy": "check", "check_cols": "all", "target_schema": "test16763222812618906995_test_previous_version_state", "enabled": false}, "relation_name": "\"dbt\".\"test16763222812618906995_test_previous_version_state\".\"disabled_snapshot_seed\"", "raw_code": "\n{{\n config(\n unique_key='id',\n strategy='check',\n check_cols='all',\n target_schema=schema,\n enabled=False,\n )\n}}\nselect * from {{ ref('my_seed') }}\n", "language": "sql", "refs": [["my_seed"]], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null}], "analysis.test.disabled_al": [{"database": "dbt", "schema": "test16763222812618906995_test_previous_version_state", "name": "disabled_al", "resource_type": "analysis", "package_name": "test", "path": "analysis/disabled_al.sql", "original_file_path": "analyses/disabled_al.sql", "unique_id": "analysis.test.disabled_al", "fqn": ["test", "analysis", "disabled_al"], "alias": "disabled_al", "checksum": {"name": "sha256", "checksum": "76b8579816eac97721616fd429dcd1a93c311c6358830a65d40ebe5661572610"}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1676322282.3320582, "config_call_dict": {"enabled": false}, "relation_name": null, "raw_code": "{{ config(enabled=False) }}\nselect 9 as id", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null}], 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"dimensions": [], "timestamp": "updated_at", "window": null, "model": "ref('my_model')", "model_unique_id": null, "meta": {}, "tags": [], "config": {"enabled": false}, "unrendered_config": {"enabled": false}, "sources": [], "depends_on": {"macros": [], "nodes": []}, "refs": [["my_model"]], "metrics": [], "created_at": 1676322282.495338}], "seed.test.disabled_seed": [{"database": "dbt", "schema": "test16763222812618906995_test_previous_version_state", "name": "disabled_seed", "resource_type": "seed", "package_name": "test", "path": "disabled_seed.csv", "original_file_path": "seeds/disabled_seed.csv", "unique_id": "seed.test.disabled_seed", "fqn": ["test", "disabled_seed"], "alias": "disabled_seed", "checksum": {"name": "sha256", "checksum": "c6c08a913b5a382014ef0ba248d97b12fc801beb369fdbd24aff1a3912ee3773"}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, 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b/tests/functional/artifacts/data/state/v9/manifest.json index faf66a7c04d..febb347129c 100644 --- a/tests/functional/artifacts/data/state/v9/manifest.json +++ b/tests/functional/artifacts/data/state/v9/manifest.json @@ -1 +1 @@ -{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v9.json", "dbt_version": "1.5.0b5", "generated_at": "2023-04-10T02:53:50.434615Z", "invocation_id": "7e6390ca-c227-4a45-b9e0-85eeb260e9a8", "env": {}, "project_id": "098f6bcd4621d373cade4e832627b4f6", "user_id": null, "send_anonymous_usage_stats": false, "adapter_type": "postgres"}, "nodes": {"model.test.my_model": {"database": "dbt", "schema": "test16810952296205305560_test_previous_version_state", "name": "my_model", "resource_type": "model", "package_name": "test", "path": "my_model.sql", "original_file_path": "models/my_model.sql", "unique_id": "model.test.my_model", "fqn": ["test", "my_model"], "alias": "my_model", "checksum": {"name": "sha256", "checksum": 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"grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1681095229.8655732, "relation_name": null, "raw_code": "select 4 as id", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}}, "test.test.just_my": {"database": "dbt", "schema": "test16810952296205305560_test_previous_version_state_dbt_test__audit", "name": "just_my", "resource_type": "test", "package_name": "test", "path": "just_my.sql", "original_file_path": "tests/just_my.sql", "unique_id": "test.test.just_my", "fqn": ["test", "just_my"], "alias": "just_my", "checksum": {"name": "sha256", "checksum": 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"description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1681095229.900049, "relation_name": null, "raw_code": "{{ test_check_nothing(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "my_model", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.test.test_check_nothing", "macro.dbt.get_where_subquery"], "nodes": ["model.test.my_model"]}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}, "column_name": null, "file_key_name": "models.my_model", "attached_node": "model.test.my_model"}}, "sources": {"source.test.my_source.my_table": {"database": "dbt", "schema": "my_source", "name": "my_table", "resource_type": "source", "package_name": "test", "path": "models/schema.yml", "original_file_path": "models/schema.yml", "unique_id": "source.test.my_source.my_table", "fqn": ["test", "my_source", "my_table"], "source_name": "my_source", "source_description": "My source", "loader": "a_loader", "identifier": "my_seed", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "My table", "columns": {}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"dbt\".\"my_source\".\"my_seed\"", "created_at": 1681095229.938866}}, "macros": {"macro.test.test_check_nothing": {"name": "test_check_nothing", "resource_type": "macro", "package_name": "test", "path": "macros/dummy_test.sql", "original_file_path": "macros/dummy_test.sql", "unique_id": "macro.test.test_check_nothing", "macro_sql": "{% test check_nothing(model) %}\n-- a silly test to make sure that table-level tests show up in the manifest\n-- without a column_name field\n\nselect 0\n\n{% endtest %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.549095, "supported_languages": null}, "macro.test.test_disabled_check_nothing": {"name": "test_disabled_check_nothing", "resource_type": "macro", "package_name": "test", "path": "macros/disabled_dummy_test.sql", "original_file_path": "macros/disabled_dummy_test.sql", "unique_id": "macro.test.test_disabled_check_nothing", "macro_sql": "{% test disabled_check_nothing(model) %}\n-- a silly test to make sure that table-level tests show up in the manifest\n-- without a column_name field\n\n{{ config(enabled=False) }}\nselect 0\n\n{% endtest %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.549314, "supported_languages": null}, "macro.test.do_nothing": {"name": "do_nothing", "resource_type": "macro", "package_name": "test", "path": "macros/do_nothing.sql", "original_file_path": "macros/do_nothing.sql", "unique_id": "macro.test.do_nothing", "macro_sql": "{% macro do_nothing(foo2, bar2) %}\n select\n '{{ foo2 }}' as foo2,\n '{{ bar2 }}' as bar2\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.549501, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5497909, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.549994, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5501041, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5502121, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5503209, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n\n {%- call statement('catalog', fetch_result=True) -%}\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n\n where (\n {%- for schema in schemas -%}\n upper(sch.nspname) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table, [m]aterialized view\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.551399, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations () -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.552023, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_columns_spec_ddl() }} ;\n insert into {{ relation }} {{ get_column_names() }}\n {%- set sql = get_select_subquery(sql) %}\n {% else %}\n as\n {% endif %}\n (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_columns_spec_ddl", "macro.dbt_postgres.get_column_names", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5590951, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.559607, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5599282, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.560247, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5607271, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5611079, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.561283, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.561631, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.56203, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.562905, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5631082, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.563437, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.563714, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.564138, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.564367, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5649762, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.565191, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.565307, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.565693, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5664032, "supported_languages": null}, "macro.dbt_postgres.get_column_names": {"name": "get_column_names", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/columns_spec_ddl.sql", "original_file_path": "macros/utils/columns_spec_ddl.sql", "unique_id": "macro.dbt_postgres.get_column_names", "macro_sql": "{% macro get_column_names() %}\n {# loop through user_provided_columns to get column names #}\n {%- set user_provided_columns = model['columns'] -%}\n (\n {% for i in user_provided_columns %}\n {% set col = user_provided_columns[i] %}\n {{ col['name'] }} {{ \",\" if not loop.last }}\n {% endfor %}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.566866, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.567093, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5678, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.571049, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5712, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.571703, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.572116, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.573218, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.573418, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.57356, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5737019, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.573847, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5742688, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5745878, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.574906, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.575354, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5756302, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.579268, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.579456, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.579693, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5804448, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5806148, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5807948, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n select {{ check_cols_config | join(', ') }} from ({{ node['compiled_code'] }}) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5822341, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.583667, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.587839, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.58813, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5883, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.588392, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5885382, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.588657, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.588872, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5897758, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.589972, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.590228, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5906692, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5969589, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type='table') -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ create_table_as(False, target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.599081, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5995462, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.599873, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.600277, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.600673, "supported_languages": null}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6024802, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.603078, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.603765, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6040099, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.604749, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.61131, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.613036, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6133099, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.614329, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6146078, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.615274, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6159291, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.616825, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.617065, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6172569, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.617557, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6177459, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.618047, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.618237, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.618508, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6187038, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.618857, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.619138, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.624626, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.630311, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.631569, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6327949, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.633666, "supported_languages": null}, "macro.dbt.get_columns_spec_ddl": {"name": "get_columns_spec_ddl", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_columns_spec_ddl", "macro_sql": "{%- macro get_columns_spec_ddl() -%}\n {{ adapter.dispatch('get_columns_spec_ddl', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_columns_spec_ddl"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.634799, "supported_languages": null}, "macro.dbt.default__get_columns_spec_ddl": {"name": "default__get_columns_spec_ddl", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_columns_spec_ddl", "macro_sql": "{% macro default__get_columns_spec_ddl() -%}\n {{ return(columns_spec_ddl()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.columns_spec_ddl"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.634922, "supported_languages": null}, "macro.dbt.columns_spec_ddl": {"name": "columns_spec_ddl", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.columns_spec_ddl", "macro_sql": "{% macro columns_spec_ddl() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set user_provided_columns = model['columns'] -%}\n (\n {% for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set constraints = col['constraints'] -%}\n {{ col['name'] }} {{ col['data_type'] }}{% for c in constraints %} {{ adapter.render_raw_column_constraint(c) }}{% endfor %}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6354618, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6356301, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.635766, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(model['columns'])) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set string_sql_columns = stringify_formatted_columns(sql_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n {%- set string_yaml_columns = stringify_formatted_columns(yaml_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(string_yaml_columns, string_sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(string_yaml_columns, string_sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(string_yaml_columns, string_sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns", "macro.dbt.stringify_formatted_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.636966, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append({'name': column.name, 'formatted': formatted_column}) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.637417, "supported_languages": null}, "macro.dbt.stringify_formatted_columns": {"name": "stringify_formatted_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.stringify_formatted_columns", "macro_sql": "{% macro stringify_formatted_columns(formatted_columns) %}\n {% set column_strings = [] %}\n {% for column in formatted_columns %}\n {% do column_strings.append(column['formatted']) %}\n {% endfor %}\n {{ return(column_strings|join(', ')) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6377542, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {{ return(column.column.lower() ~ \" \" ~ column.dtype) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6379352, "supported_languages": null}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/table.sql", "original_file_path": "macros/materializations/models/table/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.640608, "supported_languages": ["sql"]}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.641506, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.641694, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.642134, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_columns_spec_ddl() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_columns_spec_ddl", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.642807, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.643002, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select\n {% for column in model['columns'] %}\n {{ column }}{{ \", \" if not loop.last }}\n {% endfor %}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.643258, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/view.sql", "original_file_path": "macros/materializations/models/view/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.645857, "supported_languages": ["sql"]}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.64616, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6463842, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/models/view/create_or_replace_view.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=True) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6479082, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.648345, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.648515, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6487029, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6491442, "supported_languages": null}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparision later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.652572, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.657813, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.65873, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.658967, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.659456, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.659651, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.659791, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.659935, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6600509, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6602108, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6603289, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.660815, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6610072, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.66231, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.662733, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ node.version) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6630669, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6635892, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.663862, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.664153, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6645498, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.664808, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6651552, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.66545, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.665698, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6662662, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.667764, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6684191, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.668716, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.670603, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partiton start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.671814, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6726348, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.672904, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6731641, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.673249, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.673606, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.673785, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.674051, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6741881, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.674554, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.674687, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.675072, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6752498, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.675481, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.675561, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6758258, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6759732, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.676275, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6765099, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6771588, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.677581, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.677927, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.678091, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6783779, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6785228, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6787798, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6789498, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.679196, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6793652, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6796181, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6797252, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.680025, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6801689, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.680419, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6805272, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.681462, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.681621, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6818528, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6820118, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6821811, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.682334, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6826391, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.682859, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.683039, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.683199, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.683383, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.683554, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.683734, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.683891, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.684203, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.684342, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6845891, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.684702, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.685059, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.685353, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.685507, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6860402, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.686302, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.686583, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6868732, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.687006, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.687397, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.687667, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.687964, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.688101, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.688492, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.688687, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.688858, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.689048, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6895611, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.689718, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.689871, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6899788, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.690153, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.690235, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6904068, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.690679, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.691232, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6913862, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.69156, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.692, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.695603, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6958349, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6960871, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.696411, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6966882, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.697024, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6972108, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.697429, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6976268, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.697804, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.69802, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6983092, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.698685, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6992798, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.699531, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.699724, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.699935, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.700392, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7008178, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7027688, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.702912, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7031, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.703357, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7037492, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7039511, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7040598, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.704402, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.704654, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.704913, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.705131, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.705385, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7062578, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.706471, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.706742, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.707036, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.708344, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7090821, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.709265, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7094889, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7096682, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.709949, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7104452, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.711974, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.712246, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.712435, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7125928, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.712777, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7130291, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7132502, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.713568, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.713761, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.713928, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.716088, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7163389, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.716653, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.71684, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql) %}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.71695, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.717133, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {{ col_err.append(col['name']) }}\n {%- endif -%}\n cast(null as {{ col['data_type'] }}) as {{ col['name'] }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.717796, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.718113, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7183008, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7186701, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.718902, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.719517, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7197812, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.720577, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7219672, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.722124, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {%- set resolved = ref(*_ref) -%}\n {%- do ref_dict.update({_ref | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args,dbt_load_df_function):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.722541, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.722951, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.723784, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args: ref(*args, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.724266, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.724343, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.724848, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7250812, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.725373, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.725664, "supported_languages": null}}, "docs": {"doc.test.somedoc": {"name": "somedoc", "resource_type": "doc", "package_name": "test", "path": "somedoc.md", "original_file_path": "models/somedoc.md", "unique_id": "doc.test.somedoc", "block_contents": "Testing, testing"}, "doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {"exposure.test.simple_exposure": {"name": "simple_exposure", "resource_type": "exposure", "package_name": "test", "path": "schema.yml", "original_file_path": "models/schema.yml", "unique_id": "exposure.test.simple_exposure", "fqn": ["test", "simple_exposure"], "type": "dashboard", "owner": {"email": "something@example.com", "name": null}, "description": "", "label": null, "maturity": null, "meta": {}, "tags": [], "config": {"enabled": true}, "unrendered_config": {}, "url": null, "depends_on": {"macros": [], "nodes": ["source.test.my_source.my_table", "model.test.my_model"]}, "refs": [{"name": "my_model", "package": null, "version": null}], "sources": [["my_source", "my_table"]], "metrics": [], "created_at": 1681095229.907179}}, "metrics": {"metric.test.my_metric": {"name": "my_metric", "resource_type": "metric", "package_name": "test", "path": "schema.yml", "original_file_path": "models/schema.yml", "unique_id": "metric.test.my_metric", "fqn": ["test", "my_metric"], "description": "", "label": "Count records", "calculation_method": "count", "expression": "*", "filters": [], "time_grains": ["day"], "dimensions": [], "timestamp": "updated_at", "window": null, "model": "ref('my_model')", "model_unique_id": null, "meta": {}, "tags": [], "config": {"enabled": true, "group": null}, "unrendered_config": {}, "sources": [], "depends_on": {"macros": [], "nodes": ["model.test.my_model"]}, "refs": [{"name": "my_model", "package": null, "version": null}], "metrics": [], "created_at": 1681095229.936167, "group": null}}, "groups": {}, "selectors": {}, "disabled": {"model.test.disabled_model": [{"database": "dbt", "schema": "test16810952296205305560_test_previous_version_state", "name": "disabled_model", "resource_type": "model", "package_name": "test", "path": "disabled_model.sql", "original_file_path": "models/disabled_model.sql", "unique_id": "model.test.disabled_model", "fqn": ["test", "disabled_model"], "alias": "disabled_model", "checksum": {"name": "sha256", "checksum": "597106d23ce34e3cd2430588e5c1cf474ebdd138fc47e09b925a4ab258a27acc"}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1681095229.840684, "config_call_dict": {"enabled": false}, "relation_name": "\"dbt\".\"test16810952296205305560_test_previous_version_state\".\"disabled_model\"", "raw_code": "{{ config(enabled=False) }}\nselect 2 as id", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}, "access": "protected", "version": null, "is_latest_version": null}], "snapshot.test.disabled_snapshot_seed": [{"database": "dbt", "schema": "test16810952296205305560_test_previous_version_state", "name": "disabled_snapshot_seed", "resource_type": "snapshot", "package_name": "test", "path": 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"contract": {"enforced": false, "checksum": null}}], "analysis.test.disabled_al": [{"database": "dbt", "schema": "test16810952296205305560_test_previous_version_state", "name": "disabled_al", "resource_type": "analysis", "package_name": "test", "path": "analysis/disabled_al.sql", "original_file_path": "analyses/disabled_al.sql", "unique_id": "analysis.test.disabled_al", "fqn": ["test", "analysis", "disabled_al"], "alias": "disabled_al", "checksum": {"name": "sha256", "checksum": "32d36ad6cff0786eb562440ba60ef6c9b9a7f4c282dfb7a52eaf19d36370f0e1"}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": 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true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1681095229.8655732, "relation_name": null, "raw_code": "select 4 as id", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}}, "test.test.just_my": {"database": "dbt", "schema": "test16810952296205305560_test_previous_version_state_dbt_test__audit", "name": "just_my", "resource_type": "test", "package_name": "test", "path": "just_my.sql", "original_file_path": "tests/just_my.sql", "unique_id": "test.test.just_my", "fqn": ["test", "just_my"], "alias": "just_my", "checksum": {"name": "sha256", "checksum": "744889a2e2d9ce380619265e1217d7ccf6e6ca896c048d42ebe0f9cfb74d7156"}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": ["data_test_tag"], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": ["data_test_tag"], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"tags": ["data_test_tag"]}, "created_at": 1681095229.884334, "relation_name": null, "raw_code": "{{ config(tags = ['data_test_tag']) }}\n\nselect * from {{ ref('my_model') }}\nwhere false", "language": "sql", "refs": [{"name": "my_model", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.test.my_model"]}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}}, "seed.test.my_seed": {"database": "dbt", "schema": "test16810952296205305560_test_previous_version_state", "name": "my_seed", "resource_type": "seed", "package_name": "test", "path": "my_seed.csv", "original_file_path": "seeds/my_seed.csv", "unique_id": "seed.test.my_seed", "fqn": ["test", "my_seed"], "alias": "my_seed", "checksum": {"name": "sha256", "checksum": "f7ede83f36165ac6b7a047aa2c3f212dff385bfa9f35f395108cd06fc8e96943"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "quote_columns": null, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1681095229.889285, "relation_name": "\"dbt\".\"test16810952296205305560_test_previous_version_state\".\"my_seed\"", "raw_code": "", "root_path": "/private/var/folders/k6/gtt07v8j2vn51m_z05xk_fjc0000gp/T/pytest-of-michelleark/pytest-80/project5", "depends_on": {"macros": []}}, "test.test.not_null_my_model_id.43e0e9183a": {"test_metadata": {"name": "not_null", "kwargs": {"column_name": "id", "model": "{{ get_where_subquery(ref('my_model')) }}"}, "namespace": null}, "database": "dbt", "schema": "test16810952296205305560_test_previous_version_state_dbt_test__audit", "name": "not_null_my_model_id", "resource_type": "test", "package_name": "test", "path": "not_null_my_model_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.test.not_null_my_model_id.43e0e9183a", "fqn": ["test", "not_null_my_model_id"], "alias": "not_null_my_model_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1681095229.898516, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "my_model", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null"], "nodes": ["model.test.my_model"]}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}, "column_name": "id", "file_key_name": "models.my_model", "attached_node": "model.test.my_model"}, "test.test.check_nothing_my_model_.d5a5e66110": {"test_metadata": {"name": "check_nothing", "kwargs": {"model": "{{ get_where_subquery(ref('my_model')) }}"}, "namespace": null}, "database": "dbt", "schema": "test16810952296205305560_test_previous_version_state_dbt_test__audit", "name": "check_nothing_my_model_", "resource_type": "test", "package_name": "test", "path": "check_nothing_my_model_.sql", "original_file_path": "models/schema.yml", "unique_id": "test.test.check_nothing_my_model_.d5a5e66110", "fqn": ["test", "check_nothing_my_model_"], "alias": "check_nothing_my_model_", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {}, "created_at": 1681095229.900049, "relation_name": null, "raw_code": "{{ test_check_nothing(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "my_model", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.test.test_check_nothing", "macro.dbt.get_where_subquery"], "nodes": ["model.test.my_model"]}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}, "column_name": null, "file_key_name": "models.my_model", "attached_node": "model.test.my_model"}}, "sources": {"source.test.my_source.my_table": {"database": "dbt", "schema": "my_source", "name": "my_table", "resource_type": "source", "package_name": "test", "path": "models/schema.yml", "original_file_path": "models/schema.yml", "unique_id": "source.test.my_source.my_table", "fqn": ["test", "my_source", "my_table"], "source_name": "my_source", "source_description": "My source", "loader": "a_loader", "identifier": "my_seed", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "My table", "columns": {}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "\"dbt\".\"my_source\".\"my_seed\"", "created_at": 1681095229.938866}}, "macros": {"macro.test.test_check_nothing": {"name": "test_check_nothing", "resource_type": "macro", "package_name": "test", "path": "macros/dummy_test.sql", "original_file_path": "macros/dummy_test.sql", "unique_id": "macro.test.test_check_nothing", "macro_sql": "{% test check_nothing(model) %}\n-- a silly test to make sure that table-level tests show up in the manifest\n-- without a column_name field\n\nselect 0\n\n{% endtest %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.549095, "supported_languages": null}, "macro.test.test_disabled_check_nothing": {"name": "test_disabled_check_nothing", "resource_type": "macro", "package_name": "test", "path": "macros/disabled_dummy_test.sql", "original_file_path": "macros/disabled_dummy_test.sql", "unique_id": "macro.test.test_disabled_check_nothing", "macro_sql": "{% test disabled_check_nothing(model) %}\n-- a silly test to make sure that table-level tests show up in the manifest\n-- without a column_name field\n\n{{ config(enabled=False) }}\nselect 0\n\n{% endtest %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.549314, "supported_languages": null}, "macro.test.do_nothing": {"name": "do_nothing", "resource_type": "macro", "package_name": "test", "path": "macros/do_nothing.sql", "original_file_path": "macros/do_nothing.sql", "unique_id": "macro.test.do_nothing", "macro_sql": "{% macro do_nothing(foo2, bar2) %}\n select\n '{{ foo2 }}' as foo2,\n '{{ bar2 }}' as bar2\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.549501, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp": {"name": "postgres__current_timestamp", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp", "macro_sql": "{% macro postgres__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5497909, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_string_as_time": {"name": "postgres__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_string_as_time", "macro_sql": "{% macro postgres__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp without time zone\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.549994, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_get_time": {"name": "postgres__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_get_time", "macro_sql": "{% macro postgres__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp without time zone\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5501041, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_backcompat": {"name": "postgres__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_backcompat", "macro_sql": "{% macro postgres__current_timestamp_backcompat() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5502121, "supported_languages": null}, "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat": {"name": "postgres__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/timestamps.sql", "original_file_path": "macros/timestamps.sql", "unique_id": "macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro postgres__current_timestamp_in_utc_backcompat() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5503209, "supported_languages": null}, "macro.dbt_postgres.postgres__get_catalog": {"name": "postgres__get_catalog", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_postgres.postgres__get_catalog", "macro_sql": "{% macro postgres__get_catalog(information_schema, schemas) -%}\n\n {%- call statement('catalog', fetch_result=True) -%}\n {#\n If the user has multiple databases set and the first one is wrong, this will fail.\n But we won't fail in the case where there are multiple quoting-difference-only dbs, which is better.\n #}\n {% set database = information_schema.database %}\n {{ adapter.verify_database(database) }}\n\n select\n '{{ database }}' as table_database,\n sch.nspname as table_schema,\n tbl.relname as table_name,\n case tbl.relkind\n when 'v' then 'VIEW'\n else 'BASE TABLE'\n end as table_type,\n tbl_desc.description as table_comment,\n col.attname as column_name,\n col.attnum as column_index,\n pg_catalog.format_type(col.atttypid, col.atttypmod) as column_type,\n col_desc.description as column_comment,\n pg_get_userbyid(tbl.relowner) as table_owner\n\n from pg_catalog.pg_namespace sch\n join pg_catalog.pg_class tbl on tbl.relnamespace = sch.oid\n join pg_catalog.pg_attribute col on col.attrelid = tbl.oid\n left outer join pg_catalog.pg_description tbl_desc on (tbl_desc.objoid = tbl.oid and tbl_desc.objsubid = 0)\n left outer join pg_catalog.pg_description col_desc on (col_desc.objoid = tbl.oid and col_desc.objsubid = col.attnum)\n\n where (\n {%- for schema in schemas -%}\n upper(sch.nspname) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n and not pg_is_other_temp_schema(sch.oid) -- not a temporary schema belonging to another session\n and tbl.relpersistence in ('p', 'u') -- [p]ermanent table or [u]nlogged table. Exclude [t]emporary tables\n and tbl.relkind in ('r', 'v', 'f', 'p') -- o[r]dinary table, [v]iew, [f]oreign table, [p]artitioned table. Other values are [i]ndex, [S]equence, [c]omposite type, [t]OAST table, [m]aterialized view\n and col.attnum > 0 -- negative numbers are used for system columns such as oid\n and not col.attisdropped -- column as not been dropped\n\n order by\n sch.nspname,\n tbl.relname,\n col.attnum\n\n {%- endcall -%}\n\n {{ return(load_result('catalog').table) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.551399, "supported_languages": null}, "macro.dbt_postgres.postgres_get_relations": {"name": "postgres_get_relations", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/relations.sql", "original_file_path": "macros/relations.sql", "unique_id": "macro.dbt_postgres.postgres_get_relations", "macro_sql": "{% macro postgres_get_relations () -%}\n\n {#\n -- in pg_depend, objid is the dependent, refobjid is the referenced object\n -- > a pg_depend entry indicates that the referenced object cannot be\n -- > dropped without also dropping the dependent object.\n #}\n\n {%- call statement('relations', fetch_result=True) -%}\n with relation as (\n select\n pg_rewrite.ev_class as class,\n pg_rewrite.oid as id\n from pg_rewrite\n ),\n class as (\n select\n oid as id,\n relname as name,\n relnamespace as schema,\n relkind as kind\n from pg_class\n ),\n dependency as (\n select distinct\n pg_depend.objid as id,\n pg_depend.refobjid as ref\n from pg_depend\n ),\n schema as (\n select\n pg_namespace.oid as id,\n pg_namespace.nspname as name\n from pg_namespace\n where nspname != 'information_schema' and nspname not like 'pg\\_%'\n ),\n referenced as (\n select\n relation.id AS id,\n referenced_class.name ,\n referenced_class.schema ,\n referenced_class.kind\n from relation\n join class as referenced_class on relation.class=referenced_class.id\n where referenced_class.kind in ('r', 'v')\n ),\n relationships as (\n select\n referenced.name as referenced_name,\n referenced.schema as referenced_schema_id,\n dependent_class.name as dependent_name,\n dependent_class.schema as dependent_schema_id,\n referenced.kind as kind\n from referenced\n join dependency on referenced.id=dependency.id\n join class as dependent_class on dependency.ref=dependent_class.id\n where\n (referenced.name != dependent_class.name or\n referenced.schema != dependent_class.schema)\n )\n\n select\n referenced_schema.name as referenced_schema,\n relationships.referenced_name as referenced_name,\n dependent_schema.name as dependent_schema,\n relationships.dependent_name as dependent_name\n from relationships\n join schema as dependent_schema on relationships.dependent_schema_id=dependent_schema.id\n join schema as referenced_schema on relationships.referenced_schema_id=referenced_schema.id\n group by referenced_schema, referenced_name, dependent_schema, dependent_name\n order by referenced_schema, referenced_name, dependent_schema, dependent_name;\n\n {%- endcall -%}\n\n {{ return(load_result('relations').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.552023, "supported_languages": null}, "macro.dbt_postgres.postgres__create_table_as": {"name": "postgres__create_table_as", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_table_as", "macro_sql": "{% macro postgres__create_table_as(temporary, relation, sql) -%}\n {%- set unlogged = config.get('unlogged', default=false) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary -%}\n temporary\n {%- elif unlogged -%}\n unlogged\n {%- endif %} table {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_columns_spec_ddl() }} ;\n insert into {{ relation }} {{ get_column_names() }}\n {%- set sql = get_select_subquery(sql) %}\n {% else %}\n as\n {% endif %}\n (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_columns_spec_ddl", "macro.dbt_postgres.get_column_names", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5590951, "supported_languages": null}, "macro.dbt_postgres.postgres__get_create_index_sql": {"name": "postgres__get_create_index_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_create_index_sql", "macro_sql": "{% macro postgres__get_create_index_sql(relation, index_dict) -%}\n {%- set index_config = adapter.parse_index(index_dict) -%}\n {%- set comma_separated_columns = \", \".join(index_config.columns) -%}\n {%- set index_name = index_config.render(relation) -%}\n\n create {% if index_config.unique -%}\n unique\n {%- endif %} index if not exists\n \"{{ index_name }}\"\n on {{ relation }} {% if index_config.type -%}\n using {{ index_config.type }}\n {%- endif %}\n ({{ comma_separated_columns }});\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.559607, "supported_languages": null}, "macro.dbt_postgres.postgres__create_schema": {"name": "postgres__create_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__create_schema", "macro_sql": "{% macro postgres__create_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier().include(database=False) }}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5599282, "supported_languages": null}, "macro.dbt_postgres.postgres__drop_schema": {"name": "postgres__drop_schema", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__drop_schema", "macro_sql": "{% macro postgres__drop_schema(relation) -%}\n {% if relation.database -%}\n {{ adapter.verify_database(relation.database) }}\n {%- endif -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier().include(database=False) }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.560247, "supported_languages": null}, "macro.dbt_postgres.postgres__get_columns_in_relation": {"name": "postgres__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_columns_in_relation", "macro_sql": "{% macro postgres__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5607271, "supported_languages": null}, "macro.dbt_postgres.postgres__list_relations_without_caching": {"name": "postgres__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_relations_without_caching", "macro_sql": "{% macro postgres__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n tablename as name,\n schemaname as schema,\n 'table' as type\n from pg_tables\n where schemaname ilike '{{ schema_relation.schema }}'\n union all\n select\n '{{ schema_relation.database }}' as database,\n viewname as name,\n schemaname as schema,\n 'view' as type\n from pg_views\n where schemaname ilike '{{ schema_relation.schema }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5611079, "supported_languages": null}, "macro.dbt_postgres.postgres__information_schema_name": {"name": "postgres__information_schema_name", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__information_schema_name", "macro_sql": "{% macro postgres__information_schema_name(database) -%}\n {% if database_name -%}\n {{ adapter.verify_database(database_name) }}\n {%- endif -%}\n information_schema\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.561283, "supported_languages": null}, "macro.dbt_postgres.postgres__list_schemas": {"name": "postgres__list_schemas", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__list_schemas", "macro_sql": "{% macro postgres__list_schemas(database) %}\n {% if database -%}\n {{ adapter.verify_database(database) }}\n {%- endif -%}\n {% call statement('list_schemas', fetch_result=True, auto_begin=False) %}\n select distinct nspname from pg_namespace\n {% endcall %}\n {{ return(load_result('list_schemas').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.561631, "supported_languages": null}, "macro.dbt_postgres.postgres__check_schema_exists": {"name": "postgres__check_schema_exists", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__check_schema_exists", "macro_sql": "{% macro postgres__check_schema_exists(information_schema, schema) -%}\n {% if information_schema.database -%}\n {{ adapter.verify_database(information_schema.database) }}\n {%- endif -%}\n {% call statement('check_schema_exists', fetch_result=True, auto_begin=False) %}\n select count(*) from pg_namespace where nspname = '{{ schema }}'\n {% endcall %}\n {{ return(load_result('check_schema_exists').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.56203, "supported_languages": null}, "macro.dbt_postgres.postgres__make_relation_with_suffix": {"name": "postgres__make_relation_with_suffix", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_relation_with_suffix", "macro_sql": "{% macro postgres__make_relation_with_suffix(base_relation, suffix, dstring) %}\n {% if dstring %}\n {% set dt = modules.datetime.datetime.now() %}\n {% set dtstring = dt.strftime(\"%H%M%S%f\") %}\n {% set suffix = suffix ~ dtstring %}\n {% endif %}\n {% set suffix_length = suffix|length %}\n {% set relation_max_name_length = base_relation.relation_max_name_length() %}\n {% if suffix_length > relation_max_name_length %}\n {% do exceptions.raise_compiler_error('Relation suffix is too long (' ~ suffix_length ~ ' characters). Maximum length is ' ~ relation_max_name_length ~ ' characters.') %}\n {% endif %}\n {% set identifier = base_relation.identifier[:relation_max_name_length - suffix_length] ~ suffix %}\n\n {{ return(base_relation.incorporate(path={\"identifier\": identifier })) }}\n\n {% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.562905, "supported_languages": null}, "macro.dbt_postgres.postgres__make_intermediate_relation": {"name": "postgres__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_intermediate_relation", "macro_sql": "{% macro postgres__make_intermediate_relation(base_relation, suffix) %}\n {{ return(postgres__make_relation_with_suffix(base_relation, suffix, dstring=False)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5631082, "supported_languages": null}, "macro.dbt_postgres.postgres__make_temp_relation": {"name": "postgres__make_temp_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_temp_relation", "macro_sql": "{% macro postgres__make_temp_relation(base_relation, suffix) %}\n {% set temp_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=True) %}\n {{ return(temp_relation.incorporate(path={\"schema\": none,\n \"database\": none})) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.563437, "supported_languages": null}, "macro.dbt_postgres.postgres__make_backup_relation": {"name": "postgres__make_backup_relation", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__make_backup_relation", "macro_sql": "{% macro postgres__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {% set backup_relation = postgres__make_relation_with_suffix(base_relation, suffix, dstring=False) %}\n {{ return(backup_relation.incorporate(type=backup_relation_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_relation_with_suffix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.563714, "supported_languages": null}, "macro.dbt_postgres.postgres_escape_comment": {"name": "postgres_escape_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres_escape_comment", "macro_sql": "{% macro postgres_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.564138, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_relation_comment": {"name": "postgres__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_relation_comment", "macro_sql": "{% macro postgres__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.564367, "supported_languages": null}, "macro.dbt_postgres.postgres__alter_column_comment": {"name": "postgres__alter_column_comment", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__alter_column_comment", "macro_sql": "{% macro postgres__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = postgres_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5649762, "supported_languages": null}, "macro.dbt_postgres.postgres__get_show_grant_sql": {"name": "postgres__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__get_show_grant_sql", "macro_sql": "\n\n{%- macro postgres__get_show_grant_sql(relation) -%}\n select grantee, privilege_type\n from {{ relation.information_schema('role_table_grants') }}\n where grantor = current_role\n and grantee != current_role\n and table_schema = '{{ relation.schema }}'\n and table_name = '{{ relation.identifier }}'\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.565191, "supported_languages": null}, "macro.dbt_postgres.postgres__copy_grants": {"name": "postgres__copy_grants", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_postgres.postgres__copy_grants", "macro_sql": "{% macro postgres__copy_grants() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.565307, "supported_languages": null}, "macro.dbt_postgres.postgres__get_incremental_default_sql": {"name": "postgres__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/incremental_strategies.sql", "original_file_path": "macros/materializations/incremental_strategies.sql", "unique_id": "macro.dbt_postgres.postgres__get_incremental_default_sql", "macro_sql": "{% macro postgres__get_incremental_default_sql(arg_dict) %}\n\n {% if arg_dict[\"unique_key\"] %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n {% else %}\n {% do return(get_incremental_append_sql(arg_dict)) %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql", "macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.565693, "supported_languages": null}, "macro.dbt_postgres.postgres__snapshot_merge_sql": {"name": "postgres__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/materializations/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshot_merge.sql", "unique_id": "macro.dbt_postgres.postgres__snapshot_merge_sql", "macro_sql": "{% macro postgres__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }}\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = {{ target }}.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and {{ target }}.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5664032, "supported_languages": null}, "macro.dbt_postgres.get_column_names": {"name": "get_column_names", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/columns_spec_ddl.sql", "original_file_path": "macros/utils/columns_spec_ddl.sql", "unique_id": "macro.dbt_postgres.get_column_names", "macro_sql": "{% macro get_column_names() %}\n {# loop through user_provided_columns to get column names #}\n {%- set user_provided_columns = model['columns'] -%}\n (\n {% for i in user_provided_columns %}\n {% set col = user_provided_columns[i] %}\n {{ col['name'] }} {{ \",\" if not loop.last }}\n {% endfor %}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.566866, "supported_languages": null}, "macro.dbt_postgres.postgres__dateadd": {"name": "postgres__dateadd", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_postgres.postgres__dateadd", "macro_sql": "{% macro postgres__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n {{ from_date_or_timestamp }} + ((interval '1 {{ datepart }}') * ({{ interval }}))\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.567093, "supported_languages": null}, "macro.dbt_postgres.postgres__listagg": {"name": "postgres__listagg", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_postgres.postgres__listagg", "macro_sql": "{% macro postgres__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5678, "supported_languages": null}, "macro.dbt_postgres.postgres__datediff": {"name": "postgres__datediff", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_postgres.postgres__datediff", "macro_sql": "{% macro postgres__datediff(first_date, second_date, datepart) -%}\n\n {% if datepart == 'year' %}\n (date_part('year', ({{second_date}})::date) - date_part('year', ({{first_date}})::date))\n {% elif datepart == 'quarter' %}\n ({{ datediff(first_date, second_date, 'year') }} * 4 + date_part('quarter', ({{second_date}})::date) - date_part('quarter', ({{first_date}})::date))\n {% elif datepart == 'month' %}\n ({{ datediff(first_date, second_date, 'year') }} * 12 + date_part('month', ({{second_date}})::date) - date_part('month', ({{first_date}})::date))\n {% elif datepart == 'day' %}\n (({{second_date}})::date - ({{first_date}})::date)\n {% elif datepart == 'week' %}\n ({{ datediff(first_date, second_date, 'day') }} / 7 + case\n when date_part('dow', ({{first_date}})::timestamp) <= date_part('dow', ({{second_date}})::timestamp) then\n case when {{first_date}} <= {{second_date}} then 0 else -1 end\n else\n case when {{first_date}} <= {{second_date}} then 1 else 0 end\n end)\n {% elif datepart == 'hour' %}\n ({{ datediff(first_date, second_date, 'day') }} * 24 + date_part('hour', ({{second_date}})::timestamp) - date_part('hour', ({{first_date}})::timestamp))\n {% elif datepart == 'minute' %}\n ({{ datediff(first_date, second_date, 'hour') }} * 60 + date_part('minute', ({{second_date}})::timestamp) - date_part('minute', ({{first_date}})::timestamp))\n {% elif datepart == 'second' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60 + floor(date_part('second', ({{second_date}})::timestamp)) - floor(date_part('second', ({{first_date}})::timestamp)))\n {% elif datepart == 'millisecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000 + floor(date_part('millisecond', ({{second_date}})::timestamp)) - floor(date_part('millisecond', ({{first_date}})::timestamp)))\n {% elif datepart == 'microsecond' %}\n ({{ datediff(first_date, second_date, 'minute') }} * 60000000 + floor(date_part('microsecond', ({{second_date}})::timestamp)) - floor(date_part('microsecond', ({{first_date}})::timestamp)))\n {% else %}\n {{ exceptions.raise_compiler_error(\"Unsupported datepart for macro datediff in postgres: {!r}\".format(datepart)) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.571049, "supported_languages": null}, "macro.dbt_postgres.postgres__any_value": {"name": "postgres__any_value", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_postgres.postgres__any_value", "macro_sql": "{% macro postgres__any_value(expression) -%}\n\n min({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5712, "supported_languages": null}, "macro.dbt_postgres.postgres__last_day": {"name": "postgres__last_day", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt_postgres.postgres__last_day", "macro_sql": "{% macro postgres__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- postgres dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.571703, "supported_languages": null}, "macro.dbt_postgres.postgres__split_part": {"name": "postgres__split_part", "resource_type": "macro", "package_name": "dbt_postgres", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt_postgres.postgres__split_part", "macro_sql": "{% macro postgres__split_part(string_text, delimiter_text, part_number) %}\n\n {% if part_number >= 0 %}\n {{ dbt.default__split_part(string_text, delimiter_text, part_number) }}\n {% else %}\n {{ dbt._split_part_negative(string_text, delimiter_text, part_number) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__split_part", "macro.dbt._split_part_negative"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.572116, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.573218, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.573418, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.57356, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5737019, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.573847, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5742688, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5745878, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.574906, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.575354, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.dbt_scd_id = DBT_INTERNAL_DEST.dbt_scd_id\n\n when matched\n and DBT_INTERNAL_DEST.dbt_valid_to is null\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5756302, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.579268, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.579456, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.579693, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set primary_key = config['unique_key'] %}\n {% set updated_at = config['updated_at'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.dbt_valid_from < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5804448, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5806148, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5807948, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n select {{ check_cols_config | join(', ') }} from ({{ node['compiled_code'] }}) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5822341, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, config, target_exists) %}\n {% set check_cols_config = config['check_cols'] %}\n {% set primary_key = config['unique_key'] %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}\n {% set updated_at = config.get('updated_at', snapshot_get_time()) %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_id_expr = snapshot_hash_arguments([primary_key, updated_at]) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.583667, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.587839, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.58813, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5883, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.588392, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5885382, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.588657, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.588872, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *,\n {{ strategy.unique_key }} as dbt_unique_key\n\n from {{ target_relation }}\n where dbt_valid_to is null\n\n ),\n\n insertions_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to,\n {{ strategy.scd_id }} as dbt_scd_id\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n {{ strategy.updated_at }} as dbt_valid_to\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select\n *,\n {{ strategy.unique_key }} as dbt_unique_key\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where snapshotted_data.dbt_unique_key is null\n or (\n snapshotted_data.dbt_unique_key is not null\n and (\n {{ strategy.row_changed }}\n )\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.dbt_scd_id\n\n from updates_source_data as source_data\n join snapshotted_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as dbt_valid_from,\n {{ snapshot_get_time() }} as dbt_updated_at,\n {{ snapshot_get_time() }} as dbt_valid_to,\n snapshotted_data.dbt_scd_id\n\n from snapshotted_data\n left join deletes_source_data as source_data on snapshotted_data.dbt_unique_key = source_data.dbt_unique_key\n where source_data.dbt_unique_key is null\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5897758, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.589972, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n\n select *,\n {{ strategy.scd_id }} as dbt_scd_id,\n {{ strategy.updated_at }} as dbt_updated_at,\n {{ strategy.updated_at }} as dbt_valid_from,\n nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}) as dbt_valid_to\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.590228, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5906692, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n {%- set config = model['config'] -%}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", config, target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {{ adapter.valid_snapshot_target(target_relation) }}\n\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'equalto', 'dbt_change_type')\n | rejectattr('name', 'equalto', 'DBT_CHANGE_TYPE')\n | rejectattr('name', 'equalto', 'dbt_unique_key')\n | rejectattr('name', 'equalto', 'DBT_UNIQUE_KEY')\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5969589, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type='table') -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ create_table_as(False, target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.599081, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.5995462, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.599873, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.600277, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.600673, "supported_languages": null}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6024802, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.603078, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.603765, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6040099, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.604749, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.61131, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.613036, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6133099, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.614329, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6146078, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.615274, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6159291, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.616825, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.617065, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6172569, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.617557, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6177459, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.618047, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.618237, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.618508, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6187038, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.618857, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.619138, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.624626, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.630311, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.631569, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6327949, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.633666, "supported_languages": null}, "macro.dbt.get_columns_spec_ddl": {"name": "get_columns_spec_ddl", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_columns_spec_ddl", "macro_sql": "{%- macro get_columns_spec_ddl() -%}\n {{ adapter.dispatch('get_columns_spec_ddl', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_columns_spec_ddl"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.634799, "supported_languages": null}, "macro.dbt.default__get_columns_spec_ddl": {"name": "default__get_columns_spec_ddl", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_columns_spec_ddl", "macro_sql": "{% macro default__get_columns_spec_ddl() -%}\n {{ return(columns_spec_ddl()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.columns_spec_ddl"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.634922, "supported_languages": null}, "macro.dbt.columns_spec_ddl": {"name": "columns_spec_ddl", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.columns_spec_ddl", "macro_sql": "{% macro columns_spec_ddl() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set user_provided_columns = model['columns'] -%}\n (\n {% for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set constraints = col['constraints'] -%}\n {{ col['name'] }} {{ col['data_type'] }}{% for c in constraints %} {{ adapter.render_raw_column_constraint(c) }}{% endfor %}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6354618, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6356301, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.635766, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(model['columns'])) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set string_sql_columns = stringify_formatted_columns(sql_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n {%- set string_yaml_columns = stringify_formatted_columns(yaml_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(string_yaml_columns, string_sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(string_yaml_columns, string_sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(string_yaml_columns, string_sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns", "macro.dbt.stringify_formatted_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.636966, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append({'name': column.name, 'formatted': formatted_column}) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.637417, "supported_languages": null}, "macro.dbt.stringify_formatted_columns": {"name": "stringify_formatted_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.stringify_formatted_columns", "macro_sql": "{% macro stringify_formatted_columns(formatted_columns) %}\n {% set column_strings = [] %}\n {% for column in formatted_columns %}\n {% do column_strings.append(column['formatted']) %}\n {% endfor %}\n {{ return(column_strings|join(', ')) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6377542, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/columns_spec_ddl.sql", "original_file_path": "macros/materializations/models/table/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {{ return(column.column.lower() ~ \" \" ~ column.dtype) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6379352, "supported_languages": null}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/table.sql", "original_file_path": "macros/materializations/models/table/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.640608, "supported_languages": ["sql"]}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.641506, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.641694, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.642134, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_columns_spec_ddl() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_columns_spec_ddl", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.642807, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.643002, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table/create_table_as.sql", "original_file_path": "macros/materializations/models/table/create_table_as.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select\n {% for column in model['columns'] %}\n {{ column }}{{ \", \" if not loop.last }}\n {% endfor %}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.643258, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/view.sql", "original_file_path": "macros/materializations/models/view/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.645857, "supported_languages": ["sql"]}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.64616, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/helpers.sql", "original_file_path": "macros/materializations/models/view/helpers.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6463842, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_or_replace_view.sql", "original_file_path": "macros/materializations/models/view/create_or_replace_view.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=True) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6479082, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.648345, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.648515, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6487029, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view/create_view_as.sql", "original_file_path": "macros/materializations/models/view/create_view_as.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6491442, "supported_languages": null}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparision later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation)) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.652572, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.657813, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.65873, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.658967, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.659456, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.659651, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.659791, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.659935, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6600509, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6602108, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6603289, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.660815, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6610072, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.66231, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.662733, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ node.version) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6630669, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6635892, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.663862, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.664153, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6645498, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.664808, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6651552, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.66545, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.665698, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6662662, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.667764, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6684191, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.668716, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.670603, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.671814, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6726348, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.672904, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6731641, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.673249, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.673606, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.673785, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.674051, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6741881, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.674554, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.674687, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.675072, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6752498, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.675481, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.675561, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6758258, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6759732, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.676275, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6765099, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6771588, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.677581, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.677927, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.678091, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6783779, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6785228, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6787798, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6789498, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.679196, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6793652, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6796181, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6797252, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.680025, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6801689, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.680419, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6805272, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.681462, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.681621, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6818528, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6820118, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6821811, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.682334, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6826391, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.682859, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.683039, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.683199, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.683383, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.683554, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.683734, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.683891, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.684203, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.684342, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6845891, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.684702, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.685059, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.685353, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.685507, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6860402, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.686302, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.686583, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6868732, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.687006, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.687397, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.687667, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.687964, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.688101, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.688492, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.688687, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.688858, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.689048, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6895611, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.689718, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_postgres.postgres__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.689871, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6899788, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.690153, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.690235, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6904068, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt_postgres.postgres__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.690679, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.691232, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6913862, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.69156, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.692, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.695603, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6958349, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6960871, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.696411, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6966882, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.697024, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6972108, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.697429, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6976268, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.697804, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.69802, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6983092, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.698685, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.6992798, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.699531, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.699724, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.699935, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.700392, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7008178, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7027688, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.702912, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7031, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.703357, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7037492, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7039511, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7040598, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.704402, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.704654, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.704913, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.705131, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.705385, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7062578, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.706471, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.706742, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.707036, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.708344, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7090821, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.709265, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7094889, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7096682, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.709949, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7104452, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.711974, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.712246, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.712435, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7125928, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.712777, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7130291, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7132502, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.713568, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.713761, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.713928, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_postgres.postgres__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.716088, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7163389, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.716653, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.71684, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql) %}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.71695, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.717133, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {{ col_err.append(col['name']) }}\n {%- endif -%}\n cast(null as {{ col['data_type'] }}) as {{ col['name'] }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.717796, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.718113, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7183008, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7186701, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.718902, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.719517, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7197812, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.720577, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7219672, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.722124, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {%- set resolved = ref(*_ref) -%}\n {%- do ref_dict.update({_ref | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args,dbt_load_df_function):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.722541, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.722951, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.723784, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args: ref(*args, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.724266, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.724343, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.724848, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.7250812, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.725373, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1681095229.725664, "supported_languages": null}}, "docs": {"doc.test.somedoc": {"name": "somedoc", "resource_type": "doc", "package_name": "test", "path": "somedoc.md", "original_file_path": "models/somedoc.md", "unique_id": "doc.test.somedoc", "block_contents": "Testing, testing"}, "doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {"exposure.test.simple_exposure": {"name": "simple_exposure", "resource_type": "exposure", "package_name": "test", "path": "schema.yml", "original_file_path": "models/schema.yml", "unique_id": "exposure.test.simple_exposure", "fqn": ["test", "simple_exposure"], "type": "dashboard", "owner": {"email": "something@example.com", "name": null}, "description": "", "label": null, "maturity": null, "meta": {}, "tags": [], "config": {"enabled": true}, "unrendered_config": {}, "url": null, "depends_on": {"macros": [], "nodes": ["source.test.my_source.my_table", "model.test.my_model"]}, "refs": [{"name": "my_model", "package": null, "version": null}], "sources": [["my_source", "my_table"]], "metrics": [], "created_at": 1681095229.907179}}, "metrics": {"metric.test.my_metric": {"name": "my_metric", "resource_type": "metric", "package_name": "test", "path": "schema.yml", "original_file_path": "models/schema.yml", "unique_id": "metric.test.my_metric", "fqn": ["test", "my_metric"], "description": "", "label": "Count records", "calculation_method": "count", "expression": "*", "filters": [], "time_grains": ["day"], "dimensions": [], "timestamp": "updated_at", "window": null, "model": "ref('my_model')", "model_unique_id": null, "meta": {}, "tags": [], "config": {"enabled": true, "group": null}, "unrendered_config": {}, "sources": [], "depends_on": {"macros": [], "nodes": ["model.test.my_model"]}, "refs": [{"name": "my_model", "package": null, "version": null}], "metrics": [], "created_at": 1681095229.936167, "group": null}}, "groups": {}, "selectors": {}, "disabled": {"model.test.disabled_model": [{"database": "dbt", "schema": "test16810952296205305560_test_previous_version_state", "name": "disabled_model", "resource_type": "model", "package_name": "test", "path": "disabled_model.sql", "original_file_path": "models/disabled_model.sql", "unique_id": "model.test.disabled_model", "fqn": ["test", "disabled_model"], "alias": "disabled_model", "checksum": {"name": "sha256", "checksum": "597106d23ce34e3cd2430588e5c1cf474ebdd138fc47e09b925a4ab258a27acc"}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1681095229.840684, "config_call_dict": {"enabled": false}, "relation_name": "\"dbt\".\"test16810952296205305560_test_previous_version_state\".\"disabled_model\"", "raw_code": "{{ config(enabled=False) }}\nselect 2 as id", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}, "access": "protected", "version": null, "is_latest_version": null}], "snapshot.test.disabled_snapshot_seed": [{"database": "dbt", "schema": "test16810952296205305560_test_previous_version_state", "name": "disabled_snapshot_seed", "resource_type": "snapshot", "package_name": "test", "path": "disabled_snapshot_seed.sql", "original_file_path": "snapshots/disabled_snapshot_seed.sql", "unique_id": "snapshot.test.disabled_snapshot_seed", "fqn": ["test", "disabled_snapshot_seed", "disabled_snapshot_seed"], "alias": "disabled_snapshot_seed", "checksum": {"name": "sha256", "checksum": "fe76c9dd437341c9e82a0f2a8baf3148f961b768eaa0a4410cd27d3c071bd617"}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "snapshot", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": "id", "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "strategy": "check", "target_schema": "test16810952296205305560_test_previous_version_state", "target_database": null, "updated_at": null, "check_cols": "all", "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"unique_key": "id", "strategy": "check", "check_cols": "all", "target_schema": "test16810952296205305560_test_previous_version_state", "enabled": false}, "created_at": 1681095229.846447, "config_call_dict": {"unique_key": "id", "strategy": "check", "check_cols": "all", "target_schema": "test16810952296205305560_test_previous_version_state", "enabled": false}, "relation_name": "\"dbt\".\"test16810952296205305560_test_previous_version_state\".\"disabled_snapshot_seed\"", "raw_code": "\n{{\n config(\n unique_key='id',\n strategy='check',\n check_cols='all',\n target_schema=schema,\n enabled=False,\n )\n}}\nselect * from {{ ref('my_seed') }}\n", "language": "sql", "refs": [{"name": "my_seed", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}}], "analysis.test.disabled_al": [{"database": "dbt", "schema": "test16810952296205305560_test_previous_version_state", "name": "disabled_al", "resource_type": "analysis", "package_name": "test", "path": "analysis/disabled_al.sql", "original_file_path": "analyses/disabled_al.sql", "unique_id": "analysis.test.disabled_al", "fqn": ["test", "analysis", "disabled_al"], "alias": "disabled_al", "checksum": {"name": "sha256", "checksum": "32d36ad6cff0786eb562440ba60ef6c9b9a7f4c282dfb7a52eaf19d36370f0e1"}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1681095229.863457, "config_call_dict": {"enabled": false}, "relation_name": null, "raw_code": "{{ config(enabled=False) }}\nselect 9 as id", "language": "sql", "refs": [], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}}], "test.test.disabled_just_my": [{"database": "dbt", "schema": "test16810952296205305560_test_previous_version_state_dbt_test__audit", "name": "disabled_just_my", "resource_type": "test", "package_name": "test", "path": "disabled_just_my.sql", "original_file_path": "tests/disabled_just_my.sql", "unique_id": "test.test.disabled_just_my", "fqn": ["test", "disabled_just_my"], "alias": "disabled_just_my", "checksum": {"name": "sha256", "checksum": "4f2268fd89a3b4ef899264ada6d7aa33603671cbc5d5acead7dc2eadf1add985"}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1681095229.882241, "config_call_dict": {"enabled": false}, "relation_name": null, "raw_code": "{{ config(enabled=False) }}\n\nselect * from {{ ref('my_model') }}\nwhere false", "language": "sql", "refs": [{"name": "my_model", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}}], "test.test.disabled_check_nothing_my_model_.f2c6a72d37": [{"test_metadata": {"name": "disabled_check_nothing", "kwargs": {"model": "{{ get_where_subquery(ref('my_model')) }}"}, "namespace": null}, "database": "dbt", "schema": "test16810952296205305560_test_previous_version_state_dbt_test__audit", "name": "disabled_check_nothing_my_model_", "resource_type": "test", "package_name": "test", "path": "disabled_check_nothing_my_model_.sql", "original_file_path": "models/schema.yml", "unique_id": "test.test.disabled_check_nothing_my_model_.f2c6a72d37", "fqn": ["test", "disabled_check_nothing_my_model_"], "alias": "disabled_check_nothing_my_model_", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": false, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1681095229.9022238, "config_call_dict": {"enabled": false}, "relation_name": null, "raw_code": "{{ test_disabled_check_nothing(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "my_model", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.test.test_disabled_check_nothing", "macro.dbt.get_where_subquery"], "nodes": []}, "compiled_path": null, "contract": {"enforced": false, "checksum": null}, "column_name": null, "file_key_name": "models.my_model", "attached_node": "model.test.my_model"}], "exposure.test.disabled_exposure": [{"name": "disabled_exposure", "resource_type": "exposure", "package_name": "test", "path": "schema.yml", "original_file_path": "models/schema.yml", "unique_id": "exposure.test.disabled_exposure", "fqn": ["test", "disabled_exposure"], "type": "dashboard", "owner": {"email": "something@example.com", "name": null}, "description": "", "label": null, "maturity": null, "meta": {}, "tags": [], "config": {"enabled": false}, "unrendered_config": {"enabled": false}, "url": null, "depends_on": {"macros": [], "nodes": []}, "refs": [{"name": "my_model", "package": null, "version": null}], "sources": [], "metrics": [], "created_at": 1681095229.9083421}], "metric.test.disabled_metric": [{"name": "disabled_metric", "resource_type": "metric", "package_name": "test", "path": "schema.yml", "original_file_path": "models/schema.yml", "unique_id": "metric.test.disabled_metric", "fqn": ["test", "disabled_metric"], "description": "", "label": "Count records", "calculation_method": "count", "expression": "*", "filters": [], "time_grains": ["day"], "dimensions": [], "timestamp": "updated_at", "window": null, "model": "ref('my_model')", "model_unique_id": null, "meta": {}, "tags": [], "config": {"enabled": false, "group": null}, "unrendered_config": {"enabled": false}, "sources": [], "depends_on": {"macros": [], "nodes": []}, "refs": [{"name": "my_model", "package": null, "version": null}], "metrics": [], "created_at": 1681095229.937823, "group": null}], "seed.test.disabled_seed": [{"database": "dbt", "schema": "test16810952296205305560_test_previous_version_state", "name": "disabled_seed", "resource_type": "seed", "package_name": "test", "path": "disabled_seed.csv", "original_file_path": "seeds/disabled_seed.csv", "unique_id": "seed.test.disabled_seed", "fqn": ["test", "disabled_seed"], "alias": "disabled_seed", "checksum": {"name": "sha256", "checksum": "31fddd8ec40c6aba6a3a8e7d83fedea2fd0a56c47b64ea3df1847ec1b018e2d1"}, "config": {"enabled": false, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "seed", "incremental_strategy": null, "persist_docs": {}, "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "grants": {}, "packages": [], "docs": {"show": true, "node_color": null}, "contract": {"enforced": false}, "quote_columns": null, "post-hook": [], "pre-hook": []}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": "test://models/schema.yml", "build_path": null, "deferred": false, "unrendered_config": {"enabled": false}, "created_at": 1681095229.905121, "config_call_dict": {}, "relation_name": "\"dbt\".\"test16810952296205305560_test_previous_version_state\".\"disabled_seed\"", "raw_code": "", "root_path": "/private/var/folders/k6/gtt07v8j2vn51m_z05xk_fjc0000gp/T/pytest-of-michelleark/pytest-80/project5", "depends_on": {"macros": []}}], "source.test.my_source.disabled_table": [{"database": "dbt", "schema": "my_source", "name": "disabled_table", "resource_type": "source", "package_name": "test", "path": "models/schema.yml", "original_file_path": "models/schema.yml", "unique_id": "source.test.my_source.disabled_table", "fqn": ["test", "my_source", "disabled_table"], "source_name": "my_source", "source_description": "My source", "loader": "a_loader", "identifier": "disabled_table", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "Disabled table", "columns": {}, "meta": {}, "source_meta": {}, "tags": [], "config": {"enabled": false}, "patch_path": null, "unrendered_config": {"enabled": false}, "relation_name": "\"dbt\".\"my_source\".\"disabled_table\"", "created_at": 1681095229.939002}]}, "parent_map": {"model.test.my_model": [], "snapshot.test.snapshot_seed": ["seed.test.my_seed"], "analysis.test.a": [], "test.test.just_my": ["model.test.my_model"], "seed.test.my_seed": [], "test.test.not_null_my_model_id.43e0e9183a": ["model.test.my_model"], "test.test.check_nothing_my_model_.d5a5e66110": ["model.test.my_model"], "source.test.my_source.my_table": [], "exposure.test.simple_exposure": ["model.test.my_model", "source.test.my_source.my_table"], "metric.test.my_metric": ["model.test.my_model"]}, "child_map": {"model.test.my_model": ["exposure.test.simple_exposure", "metric.test.my_metric", "test.test.check_nothing_my_model_.d5a5e66110", "test.test.just_my", "test.test.not_null_my_model_id.43e0e9183a"], "snapshot.test.snapshot_seed": [], "analysis.test.a": [], "test.test.just_my": [], "seed.test.my_seed": ["snapshot.test.snapshot_seed"], "test.test.not_null_my_model_id.43e0e9183a": [], "test.test.check_nothing_my_model_.d5a5e66110": [], "source.test.my_source.my_table": ["exposure.test.simple_exposure"], "exposure.test.simple_exposure": [], "metric.test.my_metric": []}, "group_map": {}} diff --git a/tests/functional/artifacts/expected_manifest.py b/tests/functional/artifacts/expected_manifest.py index 81956385efb..c6d58e1bc4c 100644 --- a/tests/functional/artifacts/expected_manifest.py +++ b/tests/functional/artifacts/expected_manifest.py @@ -29,6 +29,7 @@ def get_rendered_model_config(**updates): "persist_docs": {}, "full_refresh": None, "on_schema_change": "ignore", + "on_configuration_change": "apply", "meta": {}, "unique_key": None, "grants": {}, @@ -54,11 +55,13 @@ def get_rendered_seed_config(**updates): "pre-hook": [], "post-hook": [], "column_types": {}, + "delimiter": ",", "quoting": {}, "tags": [], "quote_columns": True, "full_refresh": None, "on_schema_change": "ignore", + "on_configuration_change": "apply", "database": None, "schema": None, "alias": None, @@ -96,6 +99,7 @@ def get_rendered_snapshot_config(**updates): "persist_docs": {}, "full_refresh": None, "on_schema_change": "ignore", + "on_configuration_change": "apply", "strategy": "check", "check_cols": "all", "unique_key": "id", @@ -263,6 +267,7 @@ def expected_seeded_manifest(project, model_database=None, quote_model=False): "refs": [{"name": "seed", "package": None, "version": None}], "sources": [], "depends_on": {"nodes": ["seed.test.seed"], "macros": []}, + "deprecation_date": None, "unique_id": "model.test.model", "fqn": ["test", "model"], "metrics": [], @@ -355,6 +360,7 @@ def expected_seeded_manifest(project, model_database=None, quote_model=False): "refs": [{"name": "seed", "package": None, "version": None}], "sources": [], "depends_on": {"nodes": ["seed.test.seed"], "macros": []}, + "deprecation_date": None, "unique_id": "model.test.second_model", "fqn": ["test", "second_model"], "metrics": [], @@ -881,6 +887,7 @@ def expected_seeded_manifest(project, model_database=None, quote_model=False): "doc.test.macro_arg_info": ANY, }, "disabled": {}, + "semantic_models": {}, } @@ -913,7 +920,11 @@ def expected_references_manifest(project): "columns": {}, "config": get_rendered_model_config(materialized="ephemeral"), "sources": [["my_source", "my_table"]], - "depends_on": {"macros": [], "nodes": ["source.test.my_source.my_table"]}, + "depends_on": { + "macros": [], + "nodes": ["source.test.my_source.my_table"], + }, + "deprecation_date": None, "deferred": False, "description": "", "docs": {"node_color": None, "show": True}, @@ -975,7 +986,11 @@ def expected_references_manifest(project): "config": get_rendered_model_config(materialized="table", group="test_group"), "contract": {"checksum": None, "enforced": False}, "sources": [], - "depends_on": {"macros": [], "nodes": ["model.test.ephemeral_copy"]}, + "depends_on": { + "macros": [], + "nodes": ["model.test.ephemeral_copy"], + }, + "deprecation_date": None, "deferred": False, "description": "A summmary table of the ephemeral copy of the seed data", "docs": {"node_color": None, "show": True}, @@ -1040,7 +1055,11 @@ def expected_references_manifest(project): "config": get_rendered_model_config(), "contract": {"checksum": None, "enforced": False}, "database": project.database, - "depends_on": {"macros": [], "nodes": ["model.test.ephemeral_summary"]}, + "depends_on": { + "macros": [], + "nodes": ["model.test.ephemeral_summary"], + }, + "deprecation_date": None, "deferred": False, "description": "A view of the summary of the ephemeral copy of the seed data", "docs": {"node_color": None, "show": True}, @@ -1246,7 +1265,10 @@ def expected_references_manifest(project): "exposures": { "exposure.test.notebook_exposure": { "created_at": ANY, - "depends_on": {"macros": [], "nodes": ["model.test.view_summary"]}, + "depends_on": { + "macros": [], + "nodes": ["model.test.view_summary"], + }, "description": "A description of the complex exposure", "label": None, "config": { @@ -1424,6 +1446,7 @@ def expected_references_manifest(project): ], } }, + "semantic_models": {}, } @@ -1485,6 +1508,7 @@ def expected_versions_manifest(project): "depends_on": {"macros": [], "nodes": []}, "deferred": False, "description": "A versioned model", + "deprecation_date": ANY, "docs": {"node_color": None, "show": True}, "fqn": ["test", "versioned_model", "v1"], "group": "test_group", @@ -1555,6 +1579,7 @@ def expected_versions_manifest(project): "depends_on": {"macros": [], "nodes": []}, "deferred": False, "description": "A versioned model", + "deprecation_date": None, "docs": {"node_color": None, "show": True}, "fqn": ["test", "versioned_model", "v2"], "group": "test_group", @@ -1601,13 +1626,11 @@ def expected_versions_manifest(project): "depends_on": { "macros": [], "nodes": [ - "model.test.versioned_model.v2", - "model.test.versioned_model.v2", - "model.test.versioned_model.v2", "model.test.versioned_model.v2", "model.test.versioned_model.v1", ], }, + "deprecation_date": None, "deferred": False, "description": "", "docs": {"node_color": None, "show": True}, @@ -1813,7 +1836,10 @@ def expected_versions_manifest(project): "exposures": { "exposure.test.notebook_exposure": { "created_at": ANY, - "depends_on": {"macros": [], "nodes": ["model.test.versioned_model.v2"]}, + "depends_on": { + "macros": [], + "nodes": ["model.test.versioned_model.v2"], + }, "description": "notebook_info", "label": None, "config": { @@ -1862,9 +1888,6 @@ def expected_versions_manifest(project): "model.test.versioned_model.v2": [ "exposure.test.notebook_exposure", "model.test.ref_versioned_model", - "model.test.ref_versioned_model", - "model.test.ref_versioned_model", - "model.test.ref_versioned_model", "test.test.unique_versioned_model_v2_first_name.998430d28e", ], "model.test.ref_versioned_model": [], @@ -1879,9 +1902,6 @@ def expected_versions_manifest(project): "model.test.ref_versioned_model": [ "model.test.versioned_model.v1", "model.test.versioned_model.v2", - "model.test.versioned_model.v2", - "model.test.versioned_model.v2", - "model.test.versioned_model.v2", ], "exposure.test.notebook_exposure": ["model.test.versioned_model.v2"], "test.test.unique_versioned_model_v1_first_name.6138195dec": [ @@ -1905,4 +1925,5 @@ def expected_versions_manifest(project): }, "disabled": {}, "macros": {}, + "semantic_models": {}, } diff --git a/tests/functional/artifacts/expected_run_results.py b/tests/functional/artifacts/expected_run_results.py index c6187440ca1..889dcf6353d 100644 --- a/tests/functional/artifacts/expected_run_results.py +++ b/tests/functional/artifacts/expected_run_results.py @@ -17,6 +17,9 @@ def expected_run_results(): "thread_id": ANY, "timing": [ANY, ANY], "failures": ANY, + "compiled": True, + "compiled_code": ANY, + "relation_name": ANY, }, { "status": "success", @@ -27,6 +30,9 @@ def expected_run_results(): "thread_id": ANY, "timing": [ANY, ANY], "failures": ANY, + "compiled": True, + "compiled_code": ANY, + "relation_name": ANY, }, { "status": "success", @@ -37,6 +43,9 @@ def expected_run_results(): "thread_id": ANY, "timing": [ANY, ANY], "failures": ANY, + "compiled": None, + "compiled_code": ANY, + "relation_name": None, }, { "status": "success", @@ -47,6 +56,9 @@ def expected_run_results(): "thread_id": ANY, "timing": [ANY, ANY], "failures": ANY, + "compiled": True, + "compiled_code": ANY, + "relation_name": ANY, }, { "status": "success", @@ -57,6 +69,9 @@ def expected_run_results(): "thread_id": ANY, "timing": [ANY, ANY], "failures": ANY, + "compiled": True, + "compiled_code": ANY, + "relation_name": None, }, { "status": "success", @@ -67,6 +82,9 @@ def expected_run_results(): "thread_id": ANY, "timing": [ANY, ANY], "failures": ANY, + "compiled": True, + "compiled_code": ANY, + "relation_name": None, }, { "status": "success", @@ -77,6 +95,9 @@ def expected_run_results(): "thread_id": ANY, "timing": [ANY, ANY], "failures": ANY, + "compiled": True, + "compiled_code": ANY, + "relation_name": None, }, ] @@ -92,6 +113,9 @@ def expected_references_run_results(): "thread_id": ANY, "timing": [ANY, ANY], "failures": ANY, + "compiled": True, + "compiled_code": ANY, + "relation_name": ANY, }, { "status": "success", @@ -102,6 +126,9 @@ def expected_references_run_results(): "thread_id": ANY, "timing": [ANY, ANY], "failures": ANY, + "compiled": True, + "compiled_code": ANY, + "relation_name": ANY, }, { "status": "success", @@ -112,6 +139,9 @@ def expected_references_run_results(): "thread_id": ANY, "timing": [ANY, ANY], "failures": ANY, + "compiled": None, + "compiled_code": ANY, + "relation_name": ANY, }, { "status": "success", @@ -122,6 +152,9 @@ def expected_references_run_results(): "thread_id": ANY, "timing": [ANY, ANY], "failures": ANY, + "compiled": True, + "compiled_code": ANY, + "relation_name": ANY, }, ] @@ -137,6 +170,9 @@ def expected_versions_run_results(): "thread_id": ANY, "timing": [ANY, ANY], "failures": ANY, + "compiled": True, + "compiled_code": ANY, + "relation_name": ANY, }, { "status": "success", @@ -147,6 +183,9 @@ def expected_versions_run_results(): "thread_id": ANY, "timing": [ANY, ANY], "failures": ANY, + "compiled": True, + "compiled_code": ANY, + "relation_name": ANY, }, { "status": "success", @@ -157,6 +196,9 @@ def expected_versions_run_results(): "thread_id": ANY, "timing": [ANY, ANY], "failures": ANY, + "compiled": True, + "compiled_code": ANY, + "relation_name": ANY, }, { "status": "success", @@ -167,6 +209,9 @@ def expected_versions_run_results(): "thread_id": ANY, "timing": [ANY, ANY], "failures": ANY, + "compiled": True, + "compiled_code": ANY, + "relation_name": ANY, }, { "status": "success", @@ -177,6 +222,9 @@ def expected_versions_run_results(): "thread_id": ANY, "timing": [ANY, ANY], "failures": ANY, + "compiled": True, + "compiled_code": ANY, + "relation_name": ANY, }, { "status": "success", @@ -187,5 +235,8 @@ def expected_versions_run_results(): "thread_id": ANY, "timing": [ANY, ANY], "failures": ANY, + "compiled": True, + "compiled_code": ANY, + "relation_name": ANY, }, ] diff --git a/tests/functional/artifacts/test_artifacts.py b/tests/functional/artifacts/test_artifacts.py index 8f6ff897153..db0f72fd5cb 100644 --- a/tests/functional/artifacts/test_artifacts.py +++ b/tests/functional/artifacts/test_artifacts.py @@ -4,7 +4,7 @@ import dbt import jsonschema -from dbt.tests.util import run_dbt, get_artifact, check_datetime_between +from dbt.tests.util import run_dbt, get_artifact, check_datetime_between, run_dbt_and_capture from tests.functional.artifacts.expected_manifest import ( expected_seeded_manifest, expected_references_manifest, @@ -17,7 +17,7 @@ ) from dbt.contracts.graph.manifest import WritableManifest -from dbt.contracts.results import RunResultsArtifact +from dbt.contracts.results import RunResultsArtifact, RunStatus models__schema_yml = """ version: 2 @@ -129,6 +129,17 @@ select * from {{ ref('seed') }} """ +models__model_with_pre_hook_sql = """ +{{ + config( + pre_hook={ + "sql": "{{ alter_timezone(timezone='Etc/UTC') }}" + } + ) +}} +select current_setting('timezone') as timezone +""" + seed__schema_yml = """ version: 2 seeds: @@ -184,6 +195,17 @@ {% endtest %} """ +macros__alter_timezone_sql = """ +{% macro alter_timezone(timezone='America/Los_Angeles') %} +{% set sql %} + SET TimeZone='{{ timezone }}'; +{% endset %} + +{% do run_query(sql) %} +{% do log("Timezone set to: " + timezone, info=True) %} +{% endmacro %} +""" + snapshot__snapshot_seed_sql = """ {% snapshot snapshot_seed %} {{ @@ -328,7 +350,6 @@ """ - versioned_models__schema_yml = """ version: 2 @@ -360,6 +381,7 @@ versions: - v: 1 defined_in: arbitrary_file_name + deprecation_date: 2022-07-11 - v: 2 config: materialized: view @@ -427,7 +449,7 @@ def verify_manifest(project, expected_manifest, start_time, manifest_schema_path # Verify that stored manifest jsonschema works. # If this fails, schemas need to be updated with: - # scripts/collect-artifact-schema.py --path schemas + # scripts/collect-artifact-schema.py --path schemas --artifact manifest stored_manifest_schema = get_artifact(manifest_schema_path) validate(stored_manifest_schema, manifest) @@ -446,6 +468,7 @@ def verify_manifest(project, expected_manifest, start_time, manifest_schema_path "disabled", "exposures", "selectors", + "semantic_models", } assert set(manifest.keys()) == manifest_keys @@ -461,6 +484,7 @@ def verify_manifest(project, expected_manifest, start_time, manifest_schema_path "project_id" in metadata and metadata["project_id"] == "098f6bcd4621d373cade4e832627b4f6" ) + assert "project_name" in metadata and metadata["project_name"] == "test" assert ( "send_anonymous_usage_stats" in metadata and metadata["send_anonymous_usage_stats"] is False @@ -494,7 +518,7 @@ def verify_run_results(project, expected_run_results, start_time, run_results_sc # Verify that stored run_results jsonschema works. # If this fails, schemas need to be updated with: - # scripts/collect-artifact-schema.py --path schemas + # scripts/collect-artifact-schema.py --path schemas --artifact run-results stored_run_results_schema = get_artifact(run_results_schema_path) validate(stored_run_results_schema, run_results) @@ -507,7 +531,7 @@ def verify_run_results(project, expected_run_results, start_time, run_results_sc # sort the results so we can make reasonable assertions run_results["results"].sort(key=lambda r: r["unique_id"]) assert run_results["results"] == expected_run_results - set(run_results) == {"elapsed_time", "results", "metadata"} + assert set(run_results) == {"elapsed_time", "results", "metadata", "args"} class BaseVerifyProject: @@ -648,3 +672,30 @@ def test_versions(self, project, manifest_schema_path, run_results_schema_path): verify_run_results( project, expected_versions_run_results(), start_time, run_results_schema_path ) + + +class TestVerifyRunOperation(BaseVerifyProject): + @pytest.fixture(scope="class") + def macros(self): + return {"alter_timezone.sql": macros__alter_timezone_sql} + + @pytest.fixture(scope="class") + def models(self): + return { + "model_with_pre_hook.sql": models__model_with_pre_hook_sql, + } + + def test_run_operation(self, project): + results, log_output = run_dbt_and_capture(["run-operation", "alter_timezone"]) + assert len(results) == 1 + assert results[0].status == RunStatus.Success + assert results[0].unique_id == "macro.test.alter_timezone" + assert "Timezone set to: America/Los_Angeles" in log_output + + def test_run_model_with_operation(self, project): + # pre-hooks are not included in run_results since they are an attribute of the node and not a node in their + # own right + results, log_output = run_dbt_and_capture(["run", "--select", "model_with_pre_hook"]) + assert len(results) == 1 + assert results[0].status == RunStatus.Success + assert "Timezone set to: Etc/UTC" in log_output diff --git a/tests/functional/artifacts/test_docs_generate_defer.py b/tests/functional/artifacts/test_docs_generate_defer.py index e85949819ac..dc5eef6e030 100644 --- a/tests/functional/artifacts/test_docs_generate_defer.py +++ b/tests/functional/artifacts/test_docs_generate_defer.py @@ -29,5 +29,12 @@ def test_generate_defer( self.copy_state() # defer test, it succeeds - results = run_dbt(["docs", "generate", "--state", "./state", "--defer"]) - assert results.nodes["model.test.model"] + catalog = run_dbt(["docs", "generate", "--state", "./state", "--defer"]) + assert catalog.nodes["model.test.model"] + + # Check that catalog validates with jsonschema + catalog_dict = catalog.to_dict() + try: + catalog.validate(catalog_dict) + except Exception: + raise pytest.fail("Catalog validation failed") diff --git a/tests/functional/artifacts/test_previous_version_state.py b/tests/functional/artifacts/test_previous_version_state.py index 26218fc9ef1..4a9aebbc05c 100644 --- a/tests/functional/artifacts/test_previous_version_state.py +++ b/tests/functional/artifacts/test_previous_version_state.py @@ -1,9 +1,12 @@ -import pytest +import json import os import shutil -from dbt.tests.util import run_dbt, get_manifest + +import pytest + +from dbt.contracts.graph.manifest import WritableManifest, get_manifest_schema_version from dbt.exceptions import IncompatibleSchemaError -from dbt.contracts.graph.manifest import WritableManifest +from dbt.tests.util import run_dbt, get_manifest # This project must have one of each kind of node type, plus disabled versions, for # test coverage to be complete. @@ -113,6 +116,10 @@ select 9 as id """ +metricflow_time_spine_sql = """ +SELECT to_date('02/20/2023', 'mm/dd/yyyy') as date_day +""" + # Use old attribute names (v1.0-1.2) to test forward/backward compatibility with the rename in v1.3 models__schema_yml = """ version: 2 @@ -127,24 +134,45 @@ tests: - not_null +semantic_models: + - name: semantic_people + model: ref('my_model') + dimensions: + - name: favorite_color + type: categorical + - name: created_at + type: TIME + type_params: + time_granularity: day + measures: + - name: years_tenure + agg: SUM + expr: tenure + - name: people + agg: count + expr: id + - name: customers + agg: count + expr: id + entities: + - name: id + type: primary + defaults: + agg_time_dimension: created_at + metrics: - name: my_metric label: Count records - model: ref('my_model') - - type: count - sql: "*" - timestamp: updated_at - time_grains: [day] + type: simple + type_params: + measure: customers - name: disabled_metric label: Count records - model: ref('my_model') config: enabled: False - type: count - sql: "*" - timestamp: updated_at - time_grains: [day] + type: simple + type_params: + measure: customers sources: - name: my_source @@ -204,7 +232,7 @@ class TestPreviousVersionState: - CURRENT_EXPECTED_MANIFEST_VERSION = 9 + CURRENT_EXPECTED_MANIFEST_VERSION = 11 @pytest.fixture(scope="class") def models(self): @@ -213,6 +241,7 @@ def models(self): "schema.yml": models__schema_yml, "somedoc.md": docs__somedoc_md, "disabled_model.sql": models__disabled_model_sql, + "metricflow_time_spine.sql": metricflow_time_spine_sql, } @pytest.fixture(scope="class") @@ -255,10 +284,10 @@ def test_project(self, project): # This is mainly used to test changes to the test project in isolation from # the other noise. results = run_dbt(["run"]) - assert len(results) == 1 + assert len(results) == 2 manifest = get_manifest(project.project_root) # model, snapshot, seed, singular test, generic test, analysis - assert len(manifest.nodes) == 7 + assert len(manifest.nodes) == 8 assert len(manifest.sources) == 1 assert len(manifest.exposures) == 1 assert len(manifest.metrics) == 1 @@ -283,12 +312,13 @@ def generate_latest_manifest( # The actual test method. Run `dbt list --select state:modified --state ...` # once for each past manifest version. They all have the same content, but different # schema/structure, only some of which are forward-compatible with the - # current WriteableManifest class. + # current WritableManifest class. def compare_previous_state( self, project, compare_manifest_version, expect_pass, + num_results, ): state_path = os.path.join(project.test_data_dir, f"state/v{compare_manifest_version}") cli_args = [ @@ -302,7 +332,7 @@ def compare_previous_state( ] if expect_pass: results = run_dbt(cli_args, expect_pass=expect_pass) - assert len(results) == 0 + assert len(results) == num_results else: with pytest.raises(IncompatibleSchemaError): run_dbt(cli_args, expect_pass=expect_pass) @@ -314,14 +344,24 @@ def test_compare_state_current(self, project): ), "Sounds like you've bumped the manifest version and need to update this test!" # If we need a newly generated manifest, uncomment the following line and commit the result # self.generate_latest_manifest(project, current_schema_version) - self.compare_previous_state(project, current_schema_version, True) + self.compare_previous_state(project, current_schema_version, True, 0) def test_backwards_compatible_versions(self, project): # manifest schema version 4 and greater should always be forward compatible for schema_version in range(4, self.CURRENT_EXPECTED_MANIFEST_VERSION): - self.compare_previous_state(project, schema_version, True) + self.compare_previous_state(project, schema_version, True, 1) def test_nonbackwards_compatible_versions(self, project): # schema versions 1, 2, 3 are all not forward compatible for schema_version in range(1, 4): - self.compare_previous_state(project, schema_version, False) + self.compare_previous_state(project, schema_version, False, 0) + + def test_get_manifest_schema_version(self, project): + for schema_version in range(1, self.CURRENT_EXPECTED_MANIFEST_VERSION): + manifest_path = os.path.join( + project.test_data_dir, f"state/v{schema_version}/manifest.json" + ) + manifest = json.load(open(manifest_path)) + + manifest_version = get_manifest_schema_version(manifest) + assert manifest_version == schema_version diff --git a/tests/functional/artifacts/test_run_results.py b/tests/functional/artifacts/test_run_results.py new file mode 100644 index 00000000000..7f136afdb60 --- /dev/null +++ b/tests/functional/artifacts/test_run_results.py @@ -0,0 +1,70 @@ +from multiprocessing import Process +from pathlib import Path +import json +import pytest +from dbt.tests.util import run_dbt + +good_model_sql = """ +select 1 as id +""" + +bad_model_sql = """ +something bad +""" + +slow_model_sql = """ +{{ config(materialized='table') }} +select id from {{ ref('good_model') }}, pg_sleep(5) +""" + + +class TestRunResultsTimingSuccess: + @pytest.fixture(scope="class") + def models(self): + return {"model.sql": good_model_sql} + + def test_timing_exists(self, project): + results = run_dbt(["run"]) + assert len(results.results) == 1 + assert len(results.results[0].timing) > 0 + + +class TestRunResultsTimingFailure: + @pytest.fixture(scope="class") + def models(self): + return {"model.sql": bad_model_sql} + + def test_timing_exists(self, project): + results = run_dbt(["run"], expect_pass=False) + assert len(results.results) == 1 + assert len(results.results[0].timing) > 0 + + +# This test is failing due to the faulty assumptions that run_results.json would +# be written multiple times. Temporarily disabling. +@pytest.mark.skip() +class TestRunResultsWritesFileOnSignal: + @pytest.fixture(scope="class") + def models(self): + return {"good_model.sql": good_model_sql, "slow_model.sql": slow_model_sql} + + def test_run_results_are_written_on_signal(self, project): + # Start the runner in a seperate process. + external_process_dbt = Process( + target=run_dbt, args=([["run"]]), kwargs={"expect_pass": False} + ) + external_process_dbt.start() + assert external_process_dbt.is_alive() + + # Wait until the first file write, then kill the process. + run_results_file = Path(project.project_root) / "target/run_results.json" + while run_results_file.is_file() is False: + pass + external_process_dbt.terminate() + + # Wait until the process is dead, then check the file that there is only one result. + while external_process_dbt.is_alive() is True: + pass + with run_results_file.open() as run_results_str: + run_results = json.loads(run_results_str.read()) + assert len(run_results["results"]) == 1 diff --git a/tests/functional/assertions/test_runner.py b/tests/functional/assertions/test_runner.py new file mode 100644 index 00000000000..f65a7619631 --- /dev/null +++ b/tests/functional/assertions/test_runner.py @@ -0,0 +1,43 @@ +import os +from typing import Callable, List, Optional + +from dbt.cli.main import dbtRunner, dbtRunnerResult +from dbt.contracts.graph.manifest import Manifest +from dbt.events.base_types import EventMsg +from dbt.tests.util import get_run_results + + +def assert_run_results_have_compiled_node_attributes( + args: List[str], result: dbtRunnerResult +) -> None: + commands_with_run_results = ["build", "compile", "docs", "run", "test"] + if not [a for a in args if a in commands_with_run_results] or not result.success: + return + + run_results = get_run_results(os.getcwd()) + for r in run_results["results"]: + if r["unique_id"].startswith("model") and r["status"] == "success": + assert "compiled_code" in r + assert "compiled" in r + + +_STANDARD_ASSERTIONS = [assert_run_results_have_compiled_node_attributes] + + +class dbtTestRunner(dbtRunner): + def __init__( + self, + manifest: Optional[Manifest] = None, + callbacks: Optional[List[Callable[[EventMsg], None]]] = None, + exit_assertions: Optional[List[Callable[[List[str], dbtRunnerResult], None]]] = None, + ): + self.exit_assertions = exit_assertions if exit_assertions else _STANDARD_ASSERTIONS + super().__init__(manifest, callbacks) + + def invoke(self, args: List[str], **kwargs) -> dbtRunnerResult: + result = super().invoke(args, **kwargs) + + for assertion in self.exit_assertions: + assertion(args, result) + + return result diff --git a/tests/functional/basic/test_project.py b/tests/functional/basic/test_project.py index 10427c5ec3b..080c5d591d0 100644 --- a/tests/functional/basic/test_project.py +++ b/tests/functional/basic/test_project.py @@ -1,5 +1,8 @@ +import os import pytest -from dbt.tests.util import run_dbt, update_config_file +import yaml +from pathlib import Path +from dbt.tests.util import run_dbt, update_config_file, write_config_file from dbt.exceptions import ProjectContractError @@ -62,3 +65,50 @@ def test_invalid_version(self, project): assert "at path ['version']: 'invalid' is not valid under any of the given schemas" in str( excinfo.value ) + + +class TestProjectDbtCloudConfig: + @pytest.fixture(scope="class") + def models(self): + return {"simple_model.sql": simple_model_sql, "simple_model.yml": simple_model_yml} + + def test_dbt_cloud(self, project): + run_dbt(["parse"], expect_pass=True) + conf = yaml.safe_load( + Path(os.path.join(project.project_root, "dbt_project.yml")).read_text() + ) + assert conf == {"name": "test", "profile": "test"} + + config = { + "name": "test", + "profile": "test", + "dbt-cloud": { + "account_id": "123", + "application": "test", + "environment": "test", + "api_key": "test", + }, + } + write_config_file(config, project.project_root, "dbt_project.yml") + run_dbt(["parse"], expect_pass=True) + conf = yaml.safe_load( + Path(os.path.join(project.project_root, "dbt_project.yml")).read_text() + ) + assert conf == config + + +class TestProjectDbtCloudConfigString: + @pytest.fixture(scope="class") + def models(self): + return {"simple_model.sql": simple_model_sql, "simple_model.yml": simple_model_yml} + + def test_dbt_cloud_invalid(self, project): + run_dbt() + config = {"name": "test", "profile": "test", "dbt-cloud": "Some string"} + update_config_file(config, "dbt_project.yml") + expected_err = ( + "at path ['dbt-cloud']: 'Some string' is not valid under any of the given schemas" + ) + with pytest.raises(ProjectContractError) as excinfo: + run_dbt() + assert expected_err in str(excinfo.value) diff --git a/tests/functional/build/fixtures.py b/tests/functional/build/fixtures.py index 7c4d93e6186..e6f8dd4f0b3 100644 --- a/tests/functional/build/fixtures.py +++ b/tests/functional/build/fixtures.py @@ -206,6 +206,27 @@ - not_null """ +models_triple_blocking__test_yml = """ +version: 2 + +models: + - name: model_a + columns: + - name: id + tests: + - not_null + - name: model_b + columns: + - name: id + tests: + - not_null + - name: model_c + columns: + - name: id + tests: + - not_null +""" + models_interdependent__model_a_sql = """ select 1 as id """ diff --git a/tests/functional/build/test_build.py b/tests/functional/build/test_build.py index eb9529be102..fb909d69f4b 100644 --- a/tests/functional/build/test_build.py +++ b/tests/functional/build/test_build.py @@ -18,6 +18,7 @@ models_simple_blocking__model_a_sql, models_simple_blocking__model_b_sql, models_simple_blocking__test_yml, + models_triple_blocking__test_yml, models_interdependent__test_yml, models_interdependent__model_a_sql, models_interdependent__model_b_sql, @@ -196,3 +197,34 @@ def test_interdependent_models_fail(self, project): actual = [str(r.status) for r in results] expected = ["error"] * 4 + ["skipped"] * 7 + ["pass"] * 2 + ["success"] * 3 assert sorted(actual) == sorted(expected) + + +class TestDownstreamSelection: + @pytest.fixture(scope="class") + def models(self): + return { + "model_a.sql": models_simple_blocking__model_a_sql, + "model_b.sql": models_simple_blocking__model_b_sql, + "test.yml": models_simple_blocking__test_yml, + } + + def test_downstream_selection(self, project): + """Ensure that selecting test+ does not select model_a's other children""" + results = run_dbt(["build", "--select", "model_a not_null_model_a_id+"], expect_pass=True) + assert len(results) == 2 + + +class TestLimitedUpstreamSelection: + @pytest.fixture(scope="class") + def models(self): + return { + "model_a.sql": models_interdependent__model_a_sql, + "model_b.sql": models_interdependent__model_b_sql, + "model_c.sql": models_interdependent__model_c_sql, + "test.yml": models_triple_blocking__test_yml, + } + + def test_limited_upstream_selection(self, project): + """Ensure that selecting 1+model_c only selects up to model_b (+ tests of both)""" + results = run_dbt(["build", "--select", "1+model_c"], expect_pass=True) + assert len(results) == 4 diff --git a/tests/functional/compile/fixtures.py b/tests/functional/compile/fixtures.py index 1d2f1e0fd3e..fff9a11bfcb 100644 --- a/tests/functional/compile/fixtures.py +++ b/tests/functional/compile/fixtures.py @@ -32,6 +32,16 @@ }} as fun """ +with_recursive_model_sql = """ +{{ config(materialized = 'ephemeral') }} +with recursive t(n) as ( + select * from {{ ref('first_ephemeral_model') }} + union all + select n+1 from t where n < 100 +) +select sum(n) from t; +""" + schema_yml = """ version: 2 diff --git a/tests/functional/compile/test_compile.py b/tests/functional/compile/test_compile.py index c24ccc881f0..ca03904901f 100644 --- a/tests/functional/compile/test_compile.py +++ b/tests/functional/compile/test_compile.py @@ -1,22 +1,30 @@ +import json +import pathlib import pytest +import re -from dbt.cli.main import dbtRunner -from dbt.exceptions import DbtRuntimeError, TargetNotFoundError -from dbt.tests.util import run_dbt, run_dbt_and_capture +from dbt.exceptions import DbtRuntimeError, Exception as DbtException +from dbt.tests.util import run_dbt, run_dbt_and_capture, read_file from tests.functional.compile.fixtures import ( first_model_sql, second_model_sql, first_ephemeral_model_sql, second_ephemeral_model_sql, third_ephemeral_model_sql, + with_recursive_model_sql, schema_yml, model_multiline_jinja, ) +from tests.functional.assertions.test_runner import dbtTestRunner -def get_lines(model_name): - from dbt.tests.util import read_file +def norm_whitespace(string): + _RE_COMBINE_WHITESPACE = re.compile(r"\s+") + string = _RE_COMBINE_WHITESPACE.sub(" ", string).strip() + return string + +def get_lines(model_name): f = read_file("target", "compiled", "test", "models", model_name + ".sql") return [line for line in f.splitlines() if line] @@ -41,9 +49,8 @@ def test_default(self, project): assert get_lines("first_model") == ["select 1 as fun"] assert any("_test_compile as schema" in line for line in get_lines("second_model")) - @pytest.mark.skip("Investigate flaky test #7179") def test_no_introspect(self, project): - with pytest.raises(DbtRuntimeError): + with pytest.raises(DbtRuntimeError, match="connection never acquired for thread"): run_dbt(["compile", "--no-introspect"]) @@ -54,6 +61,7 @@ def models(self): "first_ephemeral_model.sql": first_ephemeral_model_sql, "second_ephemeral_model.sql": second_ephemeral_model_sql, "third_ephemeral_model.sql": third_ephemeral_model_sql, + "with_recursive_model.sql": with_recursive_model_sql, } def test_first_selector(self, project): @@ -86,20 +94,35 @@ def test_last_selector(self, project): def test_no_selector(self, project): run_dbt(["compile"]) - assert get_lines("first_ephemeral_model") == ["select 1 as fun"] - assert get_lines("second_ephemeral_model") == [ - "with __dbt__cte__first_ephemeral_model as (", - "select 1 as fun", - ")select * from __dbt__cte__first_ephemeral_model", - ] - assert get_lines("third_ephemeral_model") == [ - "with __dbt__cte__first_ephemeral_model as (", + sql = read_file("target", "compiled", "test", "models", "first_ephemeral_model.sql") + assert norm_whitespace(sql) == norm_whitespace("select 1 as fun") + sql = read_file("target", "compiled", "test", "models", "second_ephemeral_model.sql") + expected_sql = """with __dbt__cte__first_ephemeral_model as ( + select 1 as fun + ) select * from __dbt__cte__first_ephemeral_model""" + assert norm_whitespace(sql) == norm_whitespace(expected_sql) + sql = read_file("target", "compiled", "test", "models", "third_ephemeral_model.sql") + expected_sql = """with __dbt__cte__first_ephemeral_model as ( + select 1 as fun + ), __dbt__cte__second_ephemeral_model as ( + select * from __dbt__cte__first_ephemeral_model + ) select * from __dbt__cte__second_ephemeral_model + union all + select 2 as fun""" + assert norm_whitespace(sql) == norm_whitespace(expected_sql) + + def test_with_recursive_cte(self, project): + run_dbt(["compile"]) + + assert get_lines("with_recursive_model") == [ + "with recursive __dbt__cte__first_ephemeral_model as (", "select 1 as fun", - "), __dbt__cte__second_ephemeral_model as (", - "select * from __dbt__cte__first_ephemeral_model", - ")select * from __dbt__cte__second_ephemeral_model", - "union all", - "select 2 as fun", + "), t(n) as (", + " select * from __dbt__cte__first_ephemeral_model", + " union all", + " select n+1 from t where n < 100", + ")", + "select sum(n) from t;", ] @@ -137,11 +160,13 @@ def test_select_pass_empty(self, project): assert "Compiled node 'second_model' is:" in log_output def test_inline_fail(self, project): - with pytest.raises( - TargetNotFoundError, match="depends on a node named 'third_model' which was not found" - ): + with pytest.raises(DbtException, match="Error parsing inline query"): run_dbt(["compile", "--inline", "select * from {{ ref('third_model') }}"]) + def test_inline_fail_database_error(self, project): + with pytest.raises(DbtRuntimeError, match="Database Error"): + run_dbt(["show", "--inline", "slect asdlkjfsld;j"]) + def test_multiline_jinja(self, project): (results, log_output) = run_dbt_and_capture(["compile", "--inline", model_multiline_jinja]) assert len(results) == 1 @@ -164,13 +189,38 @@ def test_output_json_inline(self, project): assert '"compiled"' in log_output def test_compile_inline_not_add_node(self, project): - dbt = dbtRunner() + dbt = dbtTestRunner() parse_result = dbt.invoke(["parse"]) manifest = parse_result.result assert len(manifest.nodes) == 4 - dbt = dbtRunner(manifest=manifest) + dbt = dbtTestRunner(manifest=manifest) dbt.invoke( ["compile", "--inline", "select * from {{ ref('second_model') }}"], populate_cache=False, ) assert len(manifest.nodes) == 4 + + def test_compile_inline_syntax_error(self, project, mocker): + patched_fire_event = mocker.patch("dbt.task.compile.fire_event") + with pytest.raises(DbtException, match="Error parsing inline query"): + run_dbt(["compile", "--inline", "select * from {{ ref(1) }}"]) + # Event for parsing error fired + patched_fire_event.assert_called_once() + + def test_compile_inline_ref_node_not_exist(self, project, mocker): + patched_fire_event = mocker.patch("dbt.task.compile.fire_event") + with pytest.raises(DbtException, match="Error parsing inline query"): + run_dbt(["compile", "--inline", "select * from {{ ref('third_model') }}"]) + # Event for parsing error fired + patched_fire_event.assert_called_once() + + def test_graph_summary_output(self, project): + """Ensure that the compile command generates a file named graph_summary.json + in the target directory, that the file contains valid json, and that the + json has the high level structure it should.""" + dbtTestRunner().invoke(["compile"]) + summary_path = pathlib.Path(project.project_root, "target/graph_summary.json") + with open(summary_path, "r") as summary_file: + summary = json.load(summary_file) + assert "_invocation_id" in summary + assert "linked" in summary diff --git a/tests/functional/configs/test_configs.py b/tests/functional/configs/test_configs.py index 086ef455f18..69c3d2b1a5f 100644 --- a/tests/functional/configs/test_configs.py +++ b/tests/functional/configs/test_configs.py @@ -1,4 +1,4 @@ -from hologram import ValidationError +from dbt.dataclass_schema import ValidationError import pytest import os @@ -58,11 +58,13 @@ def project_config_update(self): } def test_alternative_target_paths(self, project): + # chdir to a different directory to test creation of target directory under project_root + os.chdir(project.profiles_dir) run_dbt(["seed"]) target_path = "" - for d in os.listdir("."): - if os.path.isdir(d) and d.startswith("target_"): + for d in os.listdir(project.project_root): + if os.path.isdir(os.path.join(project.project_root, d)) and d.startswith("target_"): target_path = d assert os.path.exists(os.path.join(project.project_root, target_path, "manifest.json")) diff --git a/tests/functional/configs/test_contract_configs.py b/tests/functional/configs/test_contract_configs.py index d72b2b5bd60..092fcd51824 100644 --- a/tests/functional/configs/test_contract_configs.py +++ b/tests/functional/configs/test_contract_configs.py @@ -1,6 +1,7 @@ import pytest +import os from dbt.exceptions import ParsingError, ValidationError -from dbt.tests.util import run_dbt, get_manifest, get_artifact, run_dbt_and_capture +from dbt.tests.util import run_dbt, get_manifest, get_artifact, run_dbt_and_capture, write_file my_model_sql = """ {{ @@ -56,10 +57,10 @@ cast('2019-01-01' as date) as date_day """ -my_ephemeral_model_sql = """ +my_view_model_sql = """ {{ config( - materialized = "ephemeral" + materialized = "view" ) }} @@ -108,6 +109,34 @@ def model(dbt, _): data_type: date """ +model_schema_ignore_unsupported_yml = """ +version: 2 +models: + - name: my_model + config: + contract: + enforced: true + columns: + - name: id + quote: true + data_type: integer + description: hello + constraints: + - type: not_null + warn_unsupported: False + - type: primary_key + warn_unsupported: False + - type: check + warn_unsupported: False + expression: (id > 0) + tests: + - unique + - name: color + data_type: text + - name: date_day + data_type: date +""" + model_schema_errors_yml = """ version: 2 models: @@ -359,7 +388,7 @@ def test__config_errors(self, project): run_dbt(["run"], expect_pass=False) exc_str = " ".join(str(err_info.value).split()) - expected_materialization_error = "Invalid value for on_schema_change: ignore. Models materialized as incremental with contracts enabled must set on_schema_change to 'append_new_columns'" + expected_materialization_error = "Invalid value for on_schema_change: ignore. Models materialized as incremental with contracts enabled must set on_schema_change to 'append_new_columns' or 'fail'" assert expected_materialization_error in str(exc_str) @@ -367,8 +396,8 @@ class TestModelLevelConstraintsErrorMessages: @pytest.fixture(scope="class") def models(self): return { - "my_model.sql": my_ephemeral_model_sql, - "constraints_schema.yml": model_schema_errors_yml, + "my_model.py": my_model_python_error, + "constraints_schema.yml": model_schema_yml, } def test__config_errors(self, project): @@ -376,13 +405,40 @@ def test__config_errors(self, project): run_dbt(["run"], expect_pass=False) exc_str = " ".join(str(err_info.value).split()) - expected_materialization_error = "Only table, view, and incremental materializations are supported for constraints, but found 'ephemeral'" + expected_materialization_error = "Language Error: Expected 'sql' but found 'python'" assert expected_materialization_error in str(exc_str) # This is a compile time error and we won't get here because the materialization check is parse time expected_empty_data_type_error = "Columns with `data_type` Blank/Null not allowed on contracted models. Columns Blank/Null: ['date_day']" assert expected_empty_data_type_error not in str(exc_str) +class TestModelLevelConstraintsWarningMessages: + @pytest.fixture(scope="class") + def models(self): + return { + "my_model.sql": my_view_model_sql, + "constraints_schema.yml": model_schema_yml, + } + + def test__config_warning(self, project): + _, log_output = run_dbt_and_capture(["run"]) + + expected_materialization_warning = ( + "Constraint types are not supported for view materializations" + ) + assert expected_materialization_warning in str(log_output) + + # change to not show warnings, message should not be in logs + models_dir = os.path.join(project.project_root, "models") + write_file(model_schema_ignore_unsupported_yml, models_dir, "constraints_schema.yml") + _, log_output = run_dbt_and_capture(["run"]) + + expected_materialization_warning = ( + "Constraint types are not supported for view materializations" + ) + assert expected_materialization_warning not in str(log_output) + + class TestSchemaContractEnabledConfigs: @pytest.fixture(scope="class") def models(self): @@ -415,3 +471,18 @@ def test__python_errors(self, project): exc_str = " ".join(str(err_info.value).split()) expected_python_error = "Language Error: Expected 'sql' but found 'python'" assert expected_python_error in exc_str + + +class TestModelContractMissingYAMLColumns: + @pytest.fixture(scope="class") + def models(self): + return { + "my_model.sql": my_model_contract_sql, + } + + def test__missing_column_contract_error(self, project): + results = run_dbt(["run"], expect_pass=False) + expected_error = ( + "This model has an enforced contract, and its 'columns' specification is missing" + ) + assert expected_error in results[0].message diff --git a/tests/functional/configs/test_custom_node_colors_configs.py b/tests/functional/configs/test_custom_node_colors_configs.py index a5c56b3ee0f..2eb3c53fa9c 100644 --- a/tests/functional/configs/test_custom_node_colors_configs.py +++ b/tests/functional/configs/test_custom_node_colors_configs.py @@ -2,7 +2,7 @@ from dbt.tests.util import run_dbt, get_manifest -from hologram import ValidationError +from dbt.dataclass_schema import ValidationError CUSTOM_NODE_COLOR_MODEL_LEVEL = "red" CUSTOM_NODE_COLOR_SCHEMA_LEVEL = "blue" diff --git a/tests/functional/configs/test_disabled_model.py b/tests/functional/configs/test_disabled_model.py index 4b6e74adffd..82f1e71d1c2 100644 --- a/tests/functional/configs/test_disabled_model.py +++ b/tests/functional/configs/test_disabled_model.py @@ -1,5 +1,5 @@ import pytest -from hologram import ValidationError +from dbt.dataclass_schema import ValidationError from dbt.tests.util import run_dbt, get_manifest from dbt.exceptions import CompilationError, ParsingError diff --git a/tests/functional/context_methods/first_dependency.py b/tests/functional/context_methods/first_dependency.py index ed3a5e0085f..cfbc7aff269 100644 --- a/tests/functional/context_methods/first_dependency.py +++ b/tests/functional/context_methods/first_dependency.py @@ -25,7 +25,8 @@ vars: first_dep: first_dep_global: 'first_dep_global_value_overridden' - + test_config_root_override: 'configured_from_dependency' + test_config_package: 'configured_from_dependency' seeds: quote_columns: True @@ -42,6 +43,24 @@ first_dep_global_value_overridden,root_first_value """ +first_dependency__models__nested__first_dep_model_var_expected_csv = """test_config_root_override,test_config_package +configured_from_root,configured_from_dependency +""" + +first_dependency__models__nested__first_dep_model_var_sql = """ +select + '{{ config.get("test_config_root_override") }}' as test_config_root_override, + '{{ config.get("test_config_package") }}' as test_config_package +""" + +first_dependency__model_var_in_config_schema = """ +models: +- name: first_dep_model + config: + test_config_root_override: "{{ var('test_config_root_override') }}" + test_config_package: "{{ var('test_config_package') }}" +""" + class FirstDependencyProject: @pytest.fixture(scope="class") @@ -56,3 +75,21 @@ def first_dependency(self, project): "seeds": {"first_dep_expected.csv": first_dependency__seeds__first_dep_expected_csv}, } write_project_files(project.project_root, "first_dependency", first_dependency_files) + + +class FirstDependencyConfigProject: + @pytest.fixture(scope="class") + def first_dependency(self, project): + first_dependency_files = { + "dbt_project.yml": first_dependency__dbt_project_yml, + "models": { + "nested": { + "first_dep_model.sql": first_dependency__models__nested__first_dep_model_var_sql, + "schema.yml": first_dependency__model_var_in_config_schema, + } + }, + "seeds": { + "first_dep_expected.csv": first_dependency__models__nested__first_dep_model_var_expected_csv + }, + } + write_project_files(project.project_root, "first_dependency", first_dependency_files) diff --git a/tests/functional/context_methods/test_env_vars.py b/tests/functional/context_methods/test_env_vars.py index 4621c9c6cde..506ed40d31c 100644 --- a/tests/functional/context_methods/test_env_vars.py +++ b/tests/functional/context_methods/test_env_vars.py @@ -34,6 +34,7 @@ -- runtime variables '{{ run_started_at }}' as run_started_at, '{{ invocation_id }}' as invocation_id, + '{{ thread_id }}' as thread_id, '{{ env_var("DBT_TEST_ENV_VAR") }}' as env_var, '{{ env_var("DBT_TEST_IGNORE_DEFAULT", "ignored_default_val") }}' as env_var_ignore_default, @@ -114,6 +115,7 @@ def get_ctx_vars(self, project): "target.pass", "run_started_at", "invocation_id", + "thread_id", "env_var", ] field_list = ", ".join(['"{}"'.format(f) for f in fields]) diff --git a/tests/functional/context_methods/test_secret_env_vars.py b/tests/functional/context_methods/test_secret_env_vars.py index 710c104f551..a95c20b7f91 100644 --- a/tests/functional/context_methods/test_secret_env_vars.py +++ b/tests/functional/context_methods/test_secret_env_vars.py @@ -62,6 +62,7 @@ def test_disallow_secret(self, project): -- runtime variables '{{ run_started_at }}' as run_started_at, '{{ invocation_id }}' as invocation_id, + '{{ thread_id }}' as thread_id, '{{ env_var("DBT_TEST_ENV_VAR") }}' as env_var, 'secret_variable' as env_var_secret, -- make sure the value itself is scrubbed from the logs diff --git a/tests/functional/context_methods/test_var_dependency.py b/tests/functional/context_methods/test_var_dependency.py index 6c3f85e94c4..9755c8c9ab8 100644 --- a/tests/functional/context_methods/test_var_dependency.py +++ b/tests/functional/context_methods/test_var_dependency.py @@ -1,7 +1,10 @@ import pytest from dbt.tests.util import run_dbt, check_relations_equal -from tests.functional.context_methods.first_dependency import FirstDependencyProject +from tests.functional.context_methods.first_dependency import ( + FirstDependencyProject, + FirstDependencyConfigProject, +) dependency_seeds__root_model_expected_csv = """first_dep_global,from_root dep_never_overridden,root_root_value @@ -52,3 +55,27 @@ def test_var_mutual_overrides_v1_conversion(self, project, first_dependency): assert len(run_dbt(["run"])) == 2 check_relations_equal(project.adapter, ["root_model_expected", "model"]) check_relations_equal(project.adapter, ["first_dep_expected", "first_dep_model"]) + + +class TestVarConfigDependencyInheritance(FirstDependencyConfigProject): + @pytest.fixture(scope="class") + def packages(self): + return { + "packages": [ + {"local": "first_dependency"}, + ] + } + + @pytest.fixture(scope="class") + def project_config_update(self): + return { + "vars": { + "test_config_root_override": "configured_from_root", + }, + } + + def test_root_var_overrides_package_var(self, project, first_dependency): + run_dbt(["deps"]) + run_dbt(["seed"]) + assert len(run_dbt(["run"])) == 1 + check_relations_equal(project.adapter, ["first_dep_expected", "first_dep_model"]) diff --git a/tests/functional/defer_state/fixtures.py b/tests/functional/defer_state/fixtures.py index c1e1d107728..7bf6885f85a 100644 --- a/tests/functional/defer_state/fixtures.py +++ b/tests/functional/defer_state/fixtures.py @@ -11,6 +11,22 @@ -- depends on: {{ my_macro() }} """ +table_model_now_view_sql = """ +{{ config(materialized='view') }} +select * from {{ ref('ephemeral_model') }} + +-- establish a macro dependency to trigger state:modified.macros +-- depends on: {{ my_macro() }} +""" + +table_model_now_incremental_sql = """ +{{ config(materialized='incremental', on_schema_change='append_new_columns') }} +select * from {{ ref('ephemeral_model') }} + +-- establish a macro dependency to trigger state:modified.macros +-- depends on: {{ my_macro() }} +""" + changed_table_model_sql = """ {{ config(materialized='table') }} select 1 as fun @@ -23,6 +39,14 @@ -- depends on: {{ my_infinitely_recursive_macro() }} """ +view_model_now_table_sql = """ +{{ config(materialized='table') }} +select * from {{ ref('seed') }} + +-- establish a macro dependency that trips infinite recursion if not handled +-- depends on: {{ my_infinitely_recursive_macro() }} +""" + changed_view_model_sql = """ select * from no.such.table """ @@ -50,8 +74,156 @@ - name: name """ +no_contract_schema_yml = """ +version: 2 +models: + - name: table_model + config: {} + columns: + - name: id + data_type: integer + tests: + - unique: + severity: error + - not_null + - name: name + data_type: text +""" + contract_schema_yml = """ version: 2 +models: + - name: table_model + config: + contract: + enforced: True + columns: + - name: id + data_type: integer + tests: + - unique: + severity: error + - not_null + - name: name + data_type: text +""" + +modified_contract_schema_yml = """ +version: 2 +models: + - name: table_model + config: + contract: + enforced: True + columns: + - name: id + data_type: integer + tests: + - unique: + severity: error + - not_null + - name: user_name + data_type: text +""" + +disabled_contract_schema_yml = """ +version: 2 +models: + - name: table_model + config: + contract: + enforced: False + columns: + - name: id + data_type: integer + tests: + - unique: + severity: error + - not_null + - name: name + data_type: text +""" + +versioned_no_contract_schema_yml = """ +version: 2 +models: + - name: table_model + config: {} + versions: + - v: 1 + columns: + - name: id + data_type: integer + tests: + - unique: + severity: error + - not_null + - name: name + data_type: text +""" + +versioned_contract_schema_yml = """ +version: 2 +models: + - name: table_model + config: + contract: + enforced: True + versions: + - v: 1 + columns: + - name: id + data_type: integer + tests: + - unique: + severity: error + - not_null + - name: name + data_type: text +""" + +versioned_modified_contract_schema_yml = """ +version: 2 +models: + - name: table_model + config: + contract: + enforced: True + versions: + - v: 1 + columns: + - name: id + data_type: integer + tests: + - unique: + severity: error + - not_null + - name: user_name + data_type: text +""" + +versioned_disabled_contract_schema_yml = """ +version: 2 +models: + - name: table_model + config: + contract: + enforced: False + versions: + - v: 1 + columns: + - name: id + data_type: integer + tests: + - unique: + severity: error + - not_null + - name: name + data_type: text +""" + +constraint_schema_yml = """ +version: 2 models: - name: view_model columns: @@ -65,8 +237,13 @@ config: contract: enforced: True + constraints: + - type: primary_key + columns: [id] columns: - name: id + constraints: + - type: not_null data_type: integer tests: - unique: @@ -76,7 +253,7 @@ data_type: text """ -modified_contract_schema_yml = """ +modified_column_constraint_schema_yml = """ version: 2 models: - name: view_model @@ -91,6 +268,9 @@ config: contract: enforced: True + constraints: + - type: primary_key + columns: [id] columns: - name: id data_type: integer @@ -98,11 +278,11 @@ - unique: severity: error - not_null - - name: user_name + - name: name data_type: text """ -disabled_contract_schema_yml = """ +modified_model_constraint_schema_yml = """ version: 2 models: - name: view_model @@ -114,8 +294,13 @@ - not_null - name: name - name: table_model + config: + contract: + enforced: True columns: - name: id + constraints: + - type: not_null data_type: integer tests: - unique: diff --git a/tests/functional/defer_state/test_defer_state.py b/tests/functional/defer_state/test_defer_state.py index a50f09af0d1..f8b062e1076 100644 --- a/tests/functional/defer_state/test_defer_state.py +++ b/tests/functional/defer_state/test_defer_state.py @@ -6,10 +6,9 @@ import pytest from dbt.cli.exceptions import DbtUsageException -from dbt.tests.util import run_dbt, write_file, rm_file - +from dbt.contracts.results import RunStatus from dbt.exceptions import DbtRuntimeError - +from dbt.tests.util import run_dbt, write_file, rm_file from tests.functional.defer_state.fixtures import ( seed_csv, table_model_sql, @@ -23,6 +22,7 @@ macros_sql, infinite_macros_sql, snapshot_sql, + view_model_now_table_sql, ) @@ -77,12 +77,15 @@ def profiles_config_update(self, dbt_profile_target, unique_schema, other_schema outputs["otherschema"]["schema"] = other_schema return {"test": {"outputs": outputs, "target": "default"}} - def copy_state(self): - if not os.path.exists("state"): - os.makedirs("state") - shutil.copyfile("target/manifest.json", "state/manifest.json") + def copy_state(self, project_root): + state_path = os.path.join(project_root, "state") + if not os.path.exists(state_path): + os.makedirs(state_path) + shutil.copyfile( + f"{project_root}/target/manifest.json", f"{project_root}/state/manifest.json" + ) - def run_and_save_state(self): + def run_and_save_state(self, project_root, with_snapshot=False): results = run_dbt(["seed"]) assert len(results) == 1 assert not any(r.node.deferred for r in results) @@ -92,8 +95,13 @@ def run_and_save_state(self): results = run_dbt(["test"]) assert len(results) == 2 + if with_snapshot: + results = run_dbt(["snapshot"]) + assert len(results) == 1 + assert not any(r.node.deferred for r in results) + # copy files - self.copy_state() + self.copy_state(project_root) class TestDeferStateUnsupportedCommands(BaseDeferState): @@ -110,9 +118,12 @@ def test_no_state(self, project): class TestRunCompileState(BaseDeferState): def test_run_and_compile_defer(self, project): - self.run_and_save_state() + self.run_and_save_state(project.project_root) # defer test, it succeeds + # Change directory to ensure that state directory is underneath + # project directory. + os.chdir(project.profiles_dir) results = run_dbt(["compile", "--state", "state", "--defer"]) assert len(results.results) == 6 assert results.results[0].node.name == "seed" @@ -120,11 +131,11 @@ def test_run_and_compile_defer(self, project): class TestSnapshotState(BaseDeferState): def test_snapshot_state_defer(self, project): - self.run_and_save_state() + self.run_and_save_state(project.project_root) # snapshot succeeds without --defer run_dbt(["snapshot"]) # copy files - self.copy_state() + self.copy_state(project.project_root) # defer test, it succeeds run_dbt(["snapshot", "--state", "state", "--defer"]) # favor_state test, it succeeds @@ -134,7 +145,7 @@ def test_snapshot_state_defer(self, project): class TestRunDeferState(BaseDeferState): def test_run_and_defer(self, project, unique_schema, other_schema): project.create_test_schema(other_schema) - self.run_and_save_state() + self.run_and_save_state(project.project_root) # test tests first, because run will change things # no state, wrong schema, failure. @@ -186,7 +197,7 @@ def test_run_and_defer(self, project, unique_schema, other_schema): class TestRunDeferStateChangedModel(BaseDeferState): def test_run_defer_state_changed_model(self, project): - self.run_and_save_state() + self.run_and_save_state(project.project_root) # change "view_model" write_file(changed_view_model_sql, "models", "view_model.sql") @@ -215,7 +226,7 @@ def test_run_defer_state_changed_model(self, project): class TestRunDeferStateIFFNotExists(BaseDeferState): def test_run_defer_iff_not_exists(self, project, unique_schema, other_schema): project.create_test_schema(other_schema) - self.run_and_save_state() + self.run_and_save_state(project.project_root) results = run_dbt(["seed", "--target", "otherschema"]) assert len(results) == 1 @@ -238,7 +249,7 @@ def test_run_defer_iff_not_exists(self, project, unique_schema, other_schema): class TestDeferStateDeletedUpstream(BaseDeferState): def test_run_defer_deleted_upstream(self, project, unique_schema, other_schema): project.create_test_schema(other_schema) - self.run_and_save_state() + self.run_and_save_state(project.project_root) # remove "ephemeral_model" + change "table_model" rm_file("models", "ephemeral_model.sql") @@ -272,3 +283,68 @@ def test_run_defer_deleted_upstream(self, project, unique_schema, other_schema): ) results = run_dbt(["test", "--state", "state", "--defer", "--favor-state"]) assert other_schema not in results[0].node.compiled_code + + +class TestDeferStateFlag(BaseDeferState): + def test_defer_state_flag(self, project, unique_schema, other_schema): + project.create_test_schema(other_schema) + + # test that state deferral works correctly + run_dbt(["compile", "--target-path", "target_compile"]) + write_file(view_model_now_table_sql, "models", "table_model.sql") + + results = run_dbt(["ls", "--select", "state:modified", "--state", "target_compile"]) + assert results == ["test.table_model"] + + run_dbt(["seed", "--target", "otherschema", "--target-path", "target_otherschema"]) + + # this will fail because we haven't loaded the seed in the default schema + run_dbt( + [ + "run", + "--select", + "state:modified", + "--defer", + "--state", + "target_compile", + "--favor-state", + ], + expect_pass=False, + ) + + # this will fail because we haven't passed in --state + with pytest.raises( + DbtRuntimeError, match="Got a state selector method, but no comparison manifest" + ): + run_dbt( + [ + "run", + "--select", + "state:modified", + "--defer", + "--defer-state", + "target_otherschema", + "--favor-state", + ], + expect_pass=False, + ) + + # this will succeed because we've loaded the seed in other schema and are successfully deferring to it instead + results = run_dbt( + [ + "run", + "--select", + "state:modified", + "--defer", + "--state", + "target_compile", + "--defer-state", + "target_otherschema", + "--favor-state", + ] + ) + + assert len(results.results) == 1 + assert results.results[0].status == RunStatus.Success + assert results.results[0].node.name == "table_model" + assert results.results[0].adapter_response["rows_affected"] == 2 diff --git a/tests/functional/defer_state/test_modified_state.py b/tests/functional/defer_state/test_modified_state.py index 55eaf6488eb..f4b6db1b257 100644 --- a/tests/functional/defer_state/test_modified_state.py +++ b/tests/functional/defer_state/test_modified_state.py @@ -5,7 +5,13 @@ import pytest -from dbt.tests.util import run_dbt, update_config_file, write_file, get_manifest +from dbt.tests.util import ( + run_dbt, + update_config_file, + write_file, + get_manifest, + run_dbt_and_capture, +) from dbt.exceptions import CompilationError, ContractBreakingChangeError @@ -18,9 +24,20 @@ exposures_yml, macros_sql, infinite_macros_sql, + no_contract_schema_yml, contract_schema_yml, modified_contract_schema_yml, disabled_contract_schema_yml, + constraint_schema_yml, + versioned_no_contract_schema_yml, + versioned_contract_schema_yml, + versioned_disabled_contract_schema_yml, + versioned_modified_contract_schema_yml, + modified_column_constraint_schema_yml, + modified_model_constraint_schema_yml, + table_model_now_view_sql, + table_model_now_incremental_sql, + view_model_now_table_sql, ) @@ -78,6 +95,34 @@ def test_changed_seed_contents_state(self, project): ) assert len(results) == 0 + results = run_dbt( + [ + "ls", + "--resource-type", + "seed", + "--exclude", + "state:unmodified", + "--state", + "./state", + ], + expect_pass=True, + ) + assert len(results) == 0 + + results = run_dbt( + [ + "ls", + "--resource-type", + "seed", + "--select", + "state:unmodified", + "--state", + "./state", + ], + expect_pass=True, + ) + assert len(results) == 1 + # add a new row to the seed changed_seed_contents = seed_csv + "\n" + "3,carl" write_file(changed_seed_contents, "seeds", "seed.csv") @@ -88,10 +133,36 @@ def test_changed_seed_contents_state(self, project): assert len(results) == 1 assert results[0] == "test.seed" + results = run_dbt( + [ + "ls", + "--resource-type", + "seed", + "--exclude", + "state:unmodified", + "--state", + "./state", + ] + ) + assert len(results) == 1 + assert results[0] == "test.seed" + + results = run_dbt( + ["ls", "--resource-type", "seed", "--select", "state:unmodified", "--state", "./state"] + ) + assert len(results) == 0 + results = run_dbt(["ls", "--select", "state:modified", "--state", "./state"]) assert len(results) == 1 assert results[0] == "test.seed" + results = run_dbt(["ls", "--exclude", "state:unmodified", "--state", "./state"]) + assert len(results) == 1 + assert results[0] == "test.seed" + + results = run_dbt(["ls", "--select", "state:unmodified", "--state", "./state"]) + assert len(results) == 6 + results = run_dbt(["ls", "--select", "state:modified+", "--state", "./state"]) assert len(results) == 7 assert set(results) == { @@ -104,6 +175,17 @@ def test_changed_seed_contents_state(self, project): "exposure:test.my_exposure", } + results = run_dbt(["ls", "--select", "state:unmodified+", "--state", "./state"]) + assert len(results) == 6 + assert set(results) == { + "test.table_model", + "test.view_model", + "test.ephemeral_model", + "test.not_null_view_model_id", + "test.unique_view_model_id", + "exposure:test.my_exposure", + } + shutil.rmtree("./state") self.copy_state() @@ -142,6 +224,12 @@ def test_changed_seed_contents_state(self, project): ) assert ">1MB" in str(exc.value) + # now check if unmodified returns none + results = run_dbt( + ["ls", "--resource-type", "seed", "--select", "state:unmodified", "--state", "./state"] + ) + assert len(results) == 0 + shutil.rmtree("./state") self.copy_state() @@ -154,6 +242,34 @@ def test_changed_seed_contents_state(self, project): ) assert len(results) == 0 + results = run_dbt( + [ + "ls", + "--resource-type", + "seed", + "--exclude", + "state:unmodified", + "--state", + "./state", + ], + expect_pass=True, + ) + assert len(results) == 0 + + results = run_dbt( + [ + "ls", + "--resource-type", + "seed", + "--select", + "state:unmodified", + "--state", + "./state", + ], + expect_pass=True, + ) + assert len(results) == 1 + class TestChangedSeedConfig(BaseModifiedState): def test_changed_seed_config(self, project): @@ -164,6 +280,34 @@ def test_changed_seed_config(self, project): ) assert len(results) == 0 + results = run_dbt( + [ + "ls", + "--resource-type", + "seed", + "--exclude", + "state:unmodified", + "--state", + "./state", + ], + expect_pass=True, + ) + assert len(results) == 0 + + results = run_dbt( + [ + "ls", + "--resource-type", + "seed", + "--select", + "state:unmodified", + "--state", + "./state", + ], + expect_pass=True, + ) + assert len(results) == 1 + update_config_file({"seeds": {"test": {"quote_columns": False}}}, "dbt_project.yml") # quoting change -> seed changed @@ -173,6 +317,25 @@ def test_changed_seed_config(self, project): assert len(results) == 1 assert results[0] == "test.seed" + results = run_dbt( + [ + "ls", + "--resource-type", + "seed", + "--exclude", + "state:unmodified", + "--state", + "./state", + ] + ) + assert len(results) == 1 + assert results[0] == "test.seed" + + results = run_dbt( + ["ls", "--resource-type", "seed", "--select", "state:unmodified", "--state", "./state"] + ) + assert len(results) == 0 + class TestUnrenderedConfigSame(BaseModifiedState): def test_unrendered_config_same(self, project): @@ -183,6 +346,34 @@ def test_unrendered_config_same(self, project): ) assert len(results) == 0 + results = run_dbt( + [ + "ls", + "--resource-type", + "model", + "--exclude", + "state:unmodified", + "--state", + "./state", + ], + expect_pass=True, + ) + assert len(results) == 0 + + results = run_dbt( + [ + "ls", + "--resource-type", + "model", + "--select", + "state:unmodified", + "--state", + "./state", + ], + expect_pass=True, + ) + assert len(results) == 3 + # although this is the default value, dbt will recognize it as a change # for previously-unconfigured models, because it"s been explicitly set update_config_file({"models": {"test": {"materialized": "view"}}}, "dbt_project.yml") @@ -192,6 +383,38 @@ def test_unrendered_config_same(self, project): assert len(results) == 1 assert results[0] == "test.view_model" + # converse of above statement + results = run_dbt( + [ + "ls", + "--resource-type", + "model", + "--exclude", + "state:unmodified", + "--state", + "./state", + ] + ) + assert len(results) == 1 + assert results[0] == "test.view_model" + + results = run_dbt( + [ + "ls", + "--resource-type", + "model", + "--select", + "state:unmodified", + "--state", + "./state", + ] + ) + assert len(results) == 2 + assert set(results) == { + "test.table_model", + "test.ephemeral_model", + } + class TestChangedModelContents(BaseModifiedState): def test_changed_model_contents(self, project): @@ -211,6 +434,10 @@ def test_changed_model_contents(self, project): assert len(results) == 1 assert results[0].node.name == "table_model" + results = run_dbt(["run", "--exclude", "state:unmodified", "--state", "./state"]) + assert len(results) == 1 + assert results[0].node.name == "table_model" + class TestNewMacro(BaseModifiedState): def test_new_macro(self, project): @@ -235,6 +462,9 @@ def test_new_macro(self, project): results = run_dbt(["run", "--models", "state:modified", "--state", "./state"]) assert len(results) == 0 + results = run_dbt(["run", "--exclude", "state:unmodified", "--state", "./state"]) + assert len(results) == 0 + class TestChangedMacroContents(BaseModifiedState): def test_changed_macro_contents(self, project): @@ -252,6 +482,9 @@ def test_changed_macro_contents(self, project): results = run_dbt(["run", "--models", "state:modified", "--state", "./state"]) assert len(results) == 1 + results = run_dbt(["run", "--exclude", "state:unmodified", "--state", "./state"]) + assert len(results) == 1 + class TestChangedExposure(BaseModifiedState): def test_changed_exposure(self, project): @@ -265,21 +498,119 @@ def test_changed_exposure(self, project): assert len(results) == 1 assert results[0].node.name == "view_model" + results = run_dbt(["run", "--exclude", "state:unmodified", "--state", "./state"]) + assert len(results) == 0 + + +class TestChangedContractUnversioned(BaseModifiedState): + MODEL_UNIQUE_ID = "model.test.table_model" + CONTRACT_SCHEMA_YML = contract_schema_yml + MODIFIED_SCHEMA_YML = modified_contract_schema_yml + DISABLED_SCHEMA_YML = disabled_contract_schema_yml + NO_CONTRACT_SCHEMA_YML = no_contract_schema_yml -class TestChangedContract(BaseModifiedState): def test_changed_contract(self, project): self.run_and_save_state() # update contract for table_model - write_file(contract_schema_yml, "models", "schema.yml") + write_file(self.CONTRACT_SCHEMA_YML, "models", "schema.yml") # This will find the table_model node modified both through a config change # and by a non-breaking change to contract: true results = run_dbt(["run", "--models", "state:modified", "--state", "./state"]) assert len(results) == 1 assert results[0].node.name == "table_model" + + results = run_dbt(["run", "--exclude", "state:unmodified", "--state", "./state"]) + assert len(results) == 1 + assert results[0].node.name == "table_model" + manifest = get_manifest(project.project_root) - model_unique_id = "model.test.table_model" + model_unique_id = self.MODEL_UNIQUE_ID + model = manifest.nodes[model_unique_id] + expected_unrendered_config = {"contract": {"enforced": True}, "materialized": "table"} + assert model.unrendered_config == expected_unrendered_config + + # Run it again with "state:modified:contract", still finds modified due to contract: true + results = run_dbt(["run", "--models", "state:modified.contract", "--state", "./state"]) + assert len(results) == 1 + manifest = get_manifest(project.project_root) + model = manifest.nodes[model_unique_id] + first_contract_checksum = model.contract.checksum + assert first_contract_checksum + # save a new state + self.copy_state() + + # This should raise because a column name has changed + write_file(self.MODIFIED_SCHEMA_YML, "models", "schema.yml") + results = run_dbt(["run"], expect_pass=False) + assert len(results) == 2 + manifest = get_manifest(project.project_root) + model = manifest.nodes[model_unique_id] + second_contract_checksum = model.contract.checksum + # double check different contract_checksums + assert first_contract_checksum != second_contract_checksum + + _, logs = run_dbt_and_capture( + ["run", "--models", "state:modified.contract", "--state", "./state"], expect_pass=False + ) + expected_error = "This model has an enforced contract that failed." + expected_warning = "While comparing to previous project state, dbt detected a breaking change to an unversioned model" + expected_change = "Please ensure the name, data_type, and number of columns in your contract match the columns in your model's definition" + assert expected_error in logs + assert expected_warning in logs + assert expected_change in logs + + # Go back to schema file without contract. Should throw a warning. + write_file(self.NO_CONTRACT_SCHEMA_YML, "models", "schema.yml") + _, logs = run_dbt_and_capture( + ["run", "--models", "state:modified.contract", "--state", "./state"] + ) + expected_warning = "While comparing to previous project state, dbt detected a breaking change to an unversioned model" + expected_change = "Contract enforcement was removed" + + # Now disable the contract. Should throw a warning - force warning into an error. + write_file(self.DISABLED_SCHEMA_YML, "models", "schema.yml") + with pytest.raises(CompilationError): + _, logs = run_dbt_and_capture( + [ + "--warn-error", + "run", + "--models", + "state:modified.contract", + "--state", + "./state", + ] + ) + expected_warning = "While comparing to previous project state, dbt detected a breaking change to an unversioned model" + expected_change = "Contract enforcement was removed" + + +class TestChangedContractVersioned(BaseModifiedState): + MODEL_UNIQUE_ID = "model.test.table_model.v1" + CONTRACT_SCHEMA_YML = versioned_contract_schema_yml + MODIFIED_SCHEMA_YML = versioned_modified_contract_schema_yml + DISABLED_SCHEMA_YML = versioned_disabled_contract_schema_yml + NO_CONTRACT_SCHEMA_YML = versioned_no_contract_schema_yml + + def test_changed_contract_versioned(self, project): + self.run_and_save_state() + + # update contract for table_model + write_file(self.CONTRACT_SCHEMA_YML, "models", "schema.yml") + + # This will find the table_model node modified both through a config change + # and by a non-breaking change to contract: true + results = run_dbt(["run", "--models", "state:modified", "--state", "./state"]) + assert len(results) == 1 + assert results[0].node.name == "table_model" + + results = run_dbt(["run", "--exclude", "state:unmodified", "--state", "./state"]) + assert len(results) == 1 + assert results[0].node.name == "table_model" + + manifest = get_manifest(project.project_root) + model_unique_id = self.MODEL_UNIQUE_ID model = manifest.nodes[model_unique_id] expected_unrendered_config = {"contract": {"enforced": True}, "materialized": "table"} assert model.unrendered_config == expected_unrendered_config @@ -295,7 +626,7 @@ def test_changed_contract(self, project): self.copy_state() # This should raise because a column name has changed - write_file(modified_contract_schema_yml, "models", "schema.yml") + write_file(self.MODIFIED_SCHEMA_YML, "models", "schema.yml") results = run_dbt(["run"], expect_pass=False) assert len(results) == 2 manifest = get_manifest(project.project_root) @@ -307,16 +638,158 @@ def test_changed_contract(self, project): results = run_dbt(["run", "--models", "state:modified.contract", "--state", "./state"]) # Go back to schema file without contract. Should raise an error. - write_file(schema_yml, "models", "schema.yml") + write_file(self.NO_CONTRACT_SCHEMA_YML, "models", "schema.yml") with pytest.raises(ContractBreakingChangeError): results = run_dbt(["run", "--models", "state:modified.contract", "--state", "./state"]) # Now disable the contract. Should raise an error. - write_file(disabled_contract_schema_yml, "models", "schema.yml") + write_file(self.DISABLED_SCHEMA_YML, "models", "schema.yml") with pytest.raises(ContractBreakingChangeError): results = run_dbt(["run", "--models", "state:modified.contract", "--state", "./state"]) +class TestChangedConstraintUnversioned(BaseModifiedState): + def test_changed_constraint(self, project): + self.run_and_save_state() + + # update constraint for table_model + write_file(constraint_schema_yml, "models", "schema.yml") + + # This will find the table_model node modified both through adding constraint + # and by a non-breaking change to contract: true + results = run_dbt(["run", "--models", "state:modified", "--state", "./state"]) + assert len(results) == 1 + assert results[0].node.name == "table_model" + + results = run_dbt(["run", "--exclude", "state:unmodified", "--state", "./state"]) + assert len(results) == 1 + assert results[0].node.name == "table_model" + + manifest = get_manifest(project.project_root) + model_unique_id = "model.test.table_model" + model = manifest.nodes[model_unique_id] + expected_unrendered_config = {"contract": {"enforced": True}, "materialized": "table"} + assert model.unrendered_config == expected_unrendered_config + + # Run it again with "state:modified:contract", still finds modified due to contract: true + results = run_dbt(["run", "--models", "state:modified.contract", "--state", "./state"]) + assert len(results) == 1 + manifest = get_manifest(project.project_root) + model = manifest.nodes[model_unique_id] + first_contract_checksum = model.contract.checksum + assert first_contract_checksum + # save a new state + self.copy_state() + + # This should raise because a column level constraint was removed + write_file(modified_column_constraint_schema_yml, "models", "schema.yml") + # we don't have a way to know this failed unless we have a previous state to refer to, so the run succeeds + results = run_dbt(["run"]) + assert len(results) == 2 + manifest = get_manifest(project.project_root) + model = manifest.nodes[model_unique_id] + second_contract_checksum = model.contract.checksum + # double check different contract_checksums + assert first_contract_checksum != second_contract_checksum + # since the models are unversioned, they raise a warning but not an error + _, logs = run_dbt_and_capture( + ["run", "--models", "state:modified.contract", "--state", "./state"] + ) + expected_warning = "While comparing to previous project state, dbt detected a breaking change to an unversioned model" + expected_change = "Enforced column level constraints were removed" + assert expected_warning in logs + assert expected_change in logs + + # This should raise because a model level constraint was removed (primary_key on id) + write_file(modified_model_constraint_schema_yml, "models", "schema.yml") + # we don't have a way to know this failed unless we have a previous state to refer to, so the run succeeds + results = run_dbt(["run"]) + assert len(results) == 2 + manifest = get_manifest(project.project_root) + model = manifest.nodes[model_unique_id] + second_contract_checksum = model.contract.checksum + # double check different contract_checksums + assert first_contract_checksum != second_contract_checksum + _, logs = run_dbt_and_capture( + ["run", "--models", "state:modified.contract", "--state", "./state"] + ) + expected_warning = "While comparing to previous project state, dbt detected a breaking change to an unversioned model" + expected_change = "Enforced model level constraints were removed" + assert expected_warning in logs + assert expected_change in logs + + +class TestChangedMaterializationConstraint(BaseModifiedState): + def test_changed_materialization(self, project): + self.run_and_save_state() + + # update constraint for table_model + write_file(constraint_schema_yml, "models", "schema.yml") + + # This will find the table_model node modified both through adding constraint + # and by a non-breaking change to contract: true + results = run_dbt(["run", "--models", "state:modified", "--state", "./state"]) + assert len(results) == 1 + assert results[0].node.name == "table_model" + + results = run_dbt(["run", "--exclude", "state:unmodified", "--state", "./state"]) + assert len(results) == 1 + assert results[0].node.name == "table_model" + + manifest = get_manifest(project.project_root) + model_unique_id = "model.test.table_model" + model = manifest.nodes[model_unique_id] + expected_unrendered_config = {"contract": {"enforced": True}, "materialized": "table"} + assert model.unrendered_config == expected_unrendered_config + + # Run it again with "state:modified:contract", still finds modified due to contract: true + results = run_dbt(["run", "--models", "state:modified.contract", "--state", "./state"]) + assert len(results) == 1 + manifest = get_manifest(project.project_root) + model = manifest.nodes[model_unique_id] + first_contract_checksum = model.contract.checksum + assert first_contract_checksum + # save a new state + self.copy_state() + + # This should raise because materialization changed from table to view + write_file(table_model_now_view_sql, "models", "table_model.sql") + # we don't have a way to know this failed unless we have a previous state to refer to, so the run succeeds + results = run_dbt(["run"]) + assert len(results) == 2 + manifest = get_manifest(project.project_root) + model = manifest.nodes[model_unique_id] + second_contract_checksum = model.contract.checksum + # double check different contract_checksums + assert first_contract_checksum != second_contract_checksum + _, logs = run_dbt_and_capture( + ["run", "--models", "state:modified.contract", "--state", "./state"] + ) + expected_warning = "While comparing to previous project state, dbt detected a breaking change to an unversioned model" + expected_change = "Materialization changed with enforced constraints" + assert expected_warning in logs + assert expected_change in logs + + # This should not raise because materialization changed from table to incremental, both enforce constraints + write_file(table_model_now_incremental_sql, "models", "table_model.sql") + # we don't have a way to know this failed unless we have a previous state to refer to, so the run succeeds + results = run_dbt(["run"]) + assert len(results) == 2 + + # This should pass because materialization changed from view to table which is the same as just adding new constraint, not breaking + write_file(view_model_now_table_sql, "models", "view_model.sql") + write_file(table_model_sql, "models", "table_model.sql") + results = run_dbt(["run"]) + assert len(results) == 2 + manifest = get_manifest(project.project_root) + model = manifest.nodes[model_unique_id] + second_contract_checksum = model.contract.checksum + # contract_checksums should be equal because we only save constraint related changes if the materialization is table/incremental + assert first_contract_checksum == second_contract_checksum + run_dbt(["run", "--models", "state:modified.contract", "--state", "./state"]) + assert len(results) == 2 + + my_model_sql = """ select 1 as id """ @@ -334,28 +807,35 @@ def test_changed_contract(self, project): my_model_yml = """ models: - name: my_model + latest_version: 1 config: contract: enforced: true columns: - name: id data_type: int + versions: + - v: 1 """ modified_my_model_yml = """ models: - name: my_model + latest_version: 1 config: contract: enforced: true columns: - name: id data_type: text + versions: + - v: 1 """ modified_my_model_non_breaking_yml = """ models: - name: my_model + latest_version: 1 config: contract: enforced: true @@ -364,6 +844,8 @@ def test_changed_contract(self, project): data_type: int - name: color data_type: text + versions: + - v: 1 """ @@ -393,6 +875,9 @@ def test_modified_body_and_contract(self, project): with pytest.raises(ContractBreakingChangeError): results = run_dbt(["run", "-s", "state:modified", "--state", "./state"]) + with pytest.raises(ContractBreakingChangeError): + results = run_dbt(["run", "--exclude", "state:unmodified", "--state", "./state"]) + # Change both body and contract in a *non-breaking* way (= adding a new column) write_file(modified_my_model_non_breaking_yml, "models", "my_model.yml") write_file(modified_my_model_non_breaking_sql, "models", "my_model.sql") @@ -402,4 +887,109 @@ def test_modified_body_and_contract(self, project): # The model's contract has changed, even if non-breaking, so it should be selected by 'state:modified.contract' results = run_dbt(["list", "-s", "state:modified.contract", "--state", "./state"]) - assert results == ["test.my_model"] + assert results == ["test.my_model.v1"] + + +modified_table_model_access_yml = """ +version: 2 +models: + - name: table_model + access: public +""" + + +class TestModifiedAccess(BaseModifiedState): + def test_changed_access(self, project): + self.run_and_save_state() + + # No access change + assert not run_dbt(["list", "-s", "state:modified", "--state", "./state"]) + + # Modify access (protected -> public) + write_file(modified_table_model_access_yml, "models", "schema.yml") + assert run_dbt(["list", "-s", "state:modified", "--state", "./state"]) + + results = run_dbt(["list", "-s", "state:modified", "--state", "./state"]) + assert results == ["test.table_model"] + + +modified_table_model_access_yml = """ +version: 2 +models: + - name: table_model + deprecation_date: 2020-01-01 +""" + + +class TestModifiedDeprecationDate(BaseModifiedState): + def test_changed_access(self, project): + self.run_and_save_state() + + # No access change + assert not run_dbt(["list", "-s", "state:modified", "--state", "./state"]) + + # Modify deprecation_date (None -> 2020-01-01) + write_file(modified_table_model_access_yml, "models", "schema.yml") + assert run_dbt(["list", "-s", "state:modified", "--state", "./state"]) + + results = run_dbt(["list", "-s", "state:modified", "--state", "./state"]) + assert results == ["test.table_model"] + + +modified_table_model_version_yml = """ +version: 2 +models: + - name: table_model + versions: + - v: 1 + defined_in: table_model +""" + + +class TestModifiedVersion(BaseModifiedState): + def test_changed_access(self, project): + self.run_and_save_state() + + # Change version (null -> v1) + write_file(modified_table_model_version_yml, "models", "schema.yml") + + results = run_dbt(["list", "-s", "state:modified", "--state", "./state"]) + assert results == ["test.table_model.v1"] + + +table_model_latest_version_yml = """ +version: 2 +models: + - name: table_model + latest_version: 1 + versions: + - v: 1 + defined_in: table_model +""" + + +modified_table_model_latest_version_yml = """ +version: 2 +models: + - name: table_model + latest_version: 2 + versions: + - v: 1 + defined_in: table_model + - v: 2 +""" + + +class TestModifiedLatestVersion(BaseModifiedState): + def test_changed_access(self, project): + # Setup initial latest_version: 1 + write_file(table_model_latest_version_yml, "models", "schema.yml") + + self.run_and_save_state() + + # Bump latest version + write_file(table_model_sql, "models", "table_model_v2.sql") + write_file(modified_table_model_latest_version_yml, "models", "schema.yml") + + results = run_dbt(["list", "-s", "state:modified", "--state", "./state"]) + assert results == ["test.table_model.v1", "test.table_model.v2"] diff --git a/tests/functional/defer_state/test_run_results_state.py b/tests/functional/defer_state/test_run_results_state.py index aa1dc549272..69dc77a1dd3 100644 --- a/tests/functional/defer_state/test_run_results_state.py +++ b/tests/functional/defer_state/test_run_results_state.py @@ -216,9 +216,9 @@ def test_build_run_results_state(self, project): results = run_dbt( ["build", "--select", "result:fail+", "--state", "./state"], expect_pass=False ) - assert len(results) == 2 + assert len(results) == 1 nodes = set([elem.node.name for elem in results]) - assert nodes == {"table_model", "unique_view_model_id"} + assert nodes == {"unique_view_model_id"} results = run_dbt(["ls", "--select", "result:fail+", "--state", "./state"]) assert len(results) == 1 @@ -240,9 +240,9 @@ def test_build_run_results_state(self, project): results = run_dbt( ["build", "--select", "result:warn+", "--state", "./state"], expect_pass=True ) - assert len(results) == 2 # includes table_model to be run + assert len(results) == 1 nodes = set([elem.node.name for elem in results]) - assert nodes == {"table_model", "unique_view_model_id"} + assert nodes == {"unique_view_model_id"} results = run_dbt(["ls", "--select", "result:warn+", "--state", "./state"]) assert len(results) == 1 @@ -483,12 +483,11 @@ def test_concurrent_selectors_build_run_results_state(self, project): ], expect_pass=False, ) - assert len(results) == 5 + assert len(results) == 4 nodes = set([elem.node.name for elem in results]) assert nodes == { "error_model", "downstream_of_error_model", "table_model_modified_example", - "table_model", "unique_view_model_id", } diff --git a/tests/functional/dependencies/local_dependency/macros/generate_schema_name.sql b/tests/functional/dependencies/local_dependency/macros/generate_schema_name.sql index 127ba8c5575..1e8d62a6bea 100644 --- a/tests/functional/dependencies/local_dependency/macros/generate_schema_name.sql +++ b/tests/functional/dependencies/local_dependency/macros/generate_schema_name.sql @@ -1,15 +1,15 @@ -{# This should be ignored as it's in a subpackage #} +{# This should not be ignored, even as it's in a subpackage #} {% macro generate_schema_name(custom_schema_name=none, node=none) -%} - {{ exceptions.raise_compiler_error('invalid', node=node) }} + {{ var('schema_override', target.schema) }} {%- endmacro %} -{# This should be ignored as it's in a subpackage #} +{# This should not be ignored, even as it's in a subpackage #} {% macro generate_database_name(custom_database_name=none, node=none) -%} - {{ exceptions.raise_compiler_error('invalid', node=node) }} + {{ 'dbt' }} {%- endmacro %} -{# This should be ignored as it's in a subpackage #} +{# This should not be ignored, even as it's in a subpackage #} {% macro generate_alias_name(custom_alias_name=none, node=none) -%} - {{ exceptions.raise_compiler_error('invalid', node=node) }} + {{ node.name ~ '_subpackage_generate_alias_name' }} {%- endmacro %} diff --git a/tests/functional/dependencies/local_dependency/models/schema.yml b/tests/functional/dependencies/local_dependency/models/schema.yml index 32655f6067e..4b3278eda3c 100644 --- a/tests/functional/dependencies/local_dependency/models/schema.yml +++ b/tests/functional/dependencies/local_dependency/models/schema.yml @@ -8,3 +8,4 @@ sources: schema: "{{ var('schema_override', target.schema) }}" tables: - name: "seed" + identifier: "seed_subpackage_generate_alias_name" diff --git a/tests/functional/dependencies/test_local_dependency.py b/tests/functional/dependencies/test_local_dependency.py index 559a1b25586..c7a9f01cc0a 100644 --- a/tests/functional/dependencies/test_local_dependency.py +++ b/tests/functional/dependencies/test_local_dependency.py @@ -8,15 +8,13 @@ from pathlib import Path from unittest import mock +from contextlib import contextmanager import dbt.semver import dbt.config import dbt.exceptions -from dbt.tests.util import ( - check_relations_equal, - run_dbt, -) +from dbt.tests.util import check_relations_equal, run_dbt, run_dbt_and_capture models__dep_source = """ {# If our dependency source didn't exist, this would be an errror #} @@ -66,7 +64,7 @@ schema: "{{ var('schema_override', target.schema) }}" tables: - name: my_table - identifier: seed + identifier: seed_subpackage_generate_alias_name """ macros__macro_sql = """ @@ -85,6 +83,16 @@ """ +@contextmanager +def up_one(): + current_path = Path.cwd() + os.chdir("../") + try: + yield + finally: + os.chdir(current_path) + + class BaseDependencyTest(object): @pytest.fixture(scope="class") def macros(self): @@ -148,11 +156,17 @@ def test_local_dependency(self, project): check_relations_equal( project.adapter, - [f"{project.test_schema}.source_override_model", f"{project.test_schema}.seed"], + [ + f"{project.test_schema}.source_override_model", + f"{project.test_schema}.seed_subpackage_generate_alias_name", + ], ) check_relations_equal( project.adapter, - [f"{project.test_schema}.dep_source_model", f"{project.test_schema}.seed"], + [ + f"{project.test_schema}.dep_source_model", + f"{project.test_schema}.seed_subpackage_generate_alias_name", + ], ) def test_no_dependency_paths(self, project): @@ -174,6 +188,16 @@ def test_no_dependency_paths(self, project): assert len(results) == 2 +class TestSimpleDependencyRelativePath(BaseDependencyTest): + def test_local_dependency_relative_path(self, project): + last_dir = Path(project.project_root).name + with up_one(): + _, stdout = run_dbt_and_capture(["deps", "--project-dir", last_dir]) + assert ( + "Installed from " in stdout + ), "Test output didn't contain expected string" + + class TestMissingDependency(object): @pytest.fixture(scope="class") def models(self): diff --git a/tests/functional/dependencies/test_simple_dependency.py b/tests/functional/dependencies/test_simple_dependency.py index 140966e1c07..18003fa7ee1 100644 --- a/tests/functional/dependencies/test_simple_dependency.py +++ b/tests/functional/dependencies/test_simple_dependency.py @@ -105,6 +105,38 @@ def test_simple_dependency(self, run_deps, project, run_clean): check_relations_equal(project.adapter, ["seed", "incremental"]) +class TestSimpleDependencyWithDependenciesFile(SimpleDependencyBase): + @pytest.fixture(scope="class") + def packages(self): + return {} + + @pytest.fixture(scope="class") + def dependencies(self): + return { + "packages": [ + { + "git": "https://github.com/dbt-labs/dbt-integration-project", + "warn-unpinned": True, + } + ] + } + + def test_dependency_with_dependencies_file(self, run_deps, project): + # Tests that "packages" defined in a dependencies.yml file works + results = run_dbt() + assert len(results) == 4 + + +class TestSimpleDependencyWithEmptyPackagesFile(SimpleDependencyBase): + @pytest.fixture(scope="class") + def packages(self): + return " " + + def test_dependency_with_empty_packages_file(self, run_deps, project): + # Tests that an empty packages file doesn't fail with a Python error + run_dbt(["deps"]) + + class TestSimpleDependencyNoProfile(SimpleDependencyBase): """dbt deps and clean commands should not require a profile.""" diff --git a/tests/functional/deprecations/model_deprecations.py b/tests/functional/deprecations/model_deprecations.py new file mode 100644 index 00000000000..94a67c3bfe2 --- /dev/null +++ b/tests/functional/deprecations/model_deprecations.py @@ -0,0 +1,107 @@ +import pytest + +from dbt.exceptions import EventCompilationError +from dbt.cli.main import dbtRunner +from dbt.tests.util import run_dbt + + +deprecated_model__yml = """ +version: 2 + +models: + - name: my_model + description: deprecated + deprecation_date: 1999-01-01 +""" + +deprecating_model__yml = """ +version: 2 + +models: + - name: my_model + description: deprecating in the future + deprecation_date: 2999-01-01 +""" + +model__sql = """ +select 1 as Id +""" + +dependant_model__sql = """ +select * from {{ ref("my_model") }} +""" + + +class TestModelDeprecationWarning: + @pytest.fixture(scope="class") + def models(self): + return {"my_model.sql": model__sql, "my_schema.yml": deprecated_model__yml} + + def test_deprecation_warning(self, project): + events = [] + dbtRunner(callbacks=[events.append]).invoke(["parse"]) + matches = list([e for e in events if e.info.name == "DeprecatedModel"]) + assert len(matches) == 1 + assert matches[0].data.model_name == "my_model" + + def test_deprecation_warning_error(self, project): + with pytest.raises(EventCompilationError): + run_dbt(["--warn-error", "parse"]) + + def test_deprecation_warning_error_options(self, project): + with pytest.raises(EventCompilationError): + run_dbt(["--warn-error-options", '{"include": ["DeprecatedModel"]}', "parse"]) + + +class TestReferenceDeprecatingWarning: + @pytest.fixture(scope="class") + def models(self): + return { + "my_model.sql": model__sql, + "my_dependant_model.sql": dependant_model__sql, + "my_schema.yml": deprecating_model__yml, + } + + def test_deprecation_warning(self, project): + events = [] + dbtRunner(callbacks=[events.append]).invoke(["parse"]) + matches = list([e for e in events if e.info.name == "UpcomingReferenceDeprecation"]) + assert len(matches) == 1 + assert matches[0].data.model_name == "my_dependant_model" + assert matches[0].data.ref_model_name == "my_model" + + def test_deprecation_warning_error(self, project): + with pytest.raises(EventCompilationError): + run_dbt(["--warn-error", "parse"]) + + def test_deprecation_warning_error_options(self, project): + with pytest.raises(EventCompilationError): + run_dbt( + ["--warn-error-options", '{"include": ["UpcomingReferenceDeprecation"]}', "parse"] + ) + + +class TestReferenceDeprecatedWarning: + @pytest.fixture(scope="class") + def models(self): + return { + "my_model.sql": model__sql, + "my_dependant_model.sql": dependant_model__sql, + "my_schema.yml": deprecated_model__yml, + } + + def test_deprecation_warning(self, project): + events = [] + dbtRunner(callbacks=[events.append]).invoke(["parse"]) + matches = list([e for e in events if e.info.name == "DeprecatedReference"]) + assert len(matches) == 1 + assert matches[0].data.model_name == "my_dependant_model" + assert matches[0].data.ref_model_name == "my_model" + + def test_deprecation_warning_error(self, project): + with pytest.raises(EventCompilationError): + run_dbt(["--warn-error", "parse"]) + + def test_deprecation_warning_error_options(self, project): + with pytest.raises(EventCompilationError): + run_dbt(["--warn-error-options", '{"include": ["DeprecatedReference"]}', "parse"]) diff --git a/tests/functional/deprecations/test_deprecations.py b/tests/functional/deprecations/test_deprecations.py index 4b71e0df0e7..6c2678433b0 100644 --- a/tests/functional/deprecations/test_deprecations.py +++ b/tests/functional/deprecations/test_deprecations.py @@ -18,19 +18,6 @@ """ -metrics_old_metric_names__yml = """ -version: 2 -metrics: - - name: my_metric - label: My metric - model: ref('my_model') - - type: count - sql: "*" - timestamp: updated_at - time_grains: [day] -""" - bad_name_yaml = """ version: 2 @@ -150,32 +137,6 @@ def test_package_redirect_fail(self, project): assert expected_msg in exc_str -class TestMetricAttrRenameDeprecation: - @pytest.fixture(scope="class") - def models(self): - return { - "my_model.sql": models_trivial__model_sql, - "metrics.yml": metrics_old_metric_names__yml, - } - - def test_metric_handle_rename(self, project): - deprecations.reset_deprecations() - assert deprecations.active_deprecations == set() - run_dbt(["parse"]) - expected = {"metric-attr-renamed"} - assert expected == deprecations.active_deprecations - - def test_metric_handle_rename_fail(self, project): - deprecations.reset_deprecations() - assert deprecations.active_deprecations == set() - with pytest.raises(dbt.exceptions.CompilationError) as exc: - # turn off partial parsing to ensure that the metric is re-parsed - run_dbt(["--warn-error", "--no-partial-parse", "parse"]) - exc_str = " ".join(str(exc.value).split()) # flatten all whitespace - expected_msg = "renamed attributes for metrics" - assert expected_msg in exc_str - - class TestExposureNameDeprecation: @pytest.fixture(scope="class") def models(self): diff --git a/tests/functional/docs/test_generate.py b/tests/functional/docs/test_generate.py index 566fb1a9912..d28a084ee59 100644 --- a/tests/functional/docs/test_generate.py +++ b/tests/functional/docs/test_generate.py @@ -1,9 +1,27 @@ -import os +import pytest -from dbt.tests.util import run_dbt +from dbt.tests.util import run_dbt, get_manifest +import json class TestGenerate: - def test_generate_no_manifest_on_no_compile(self, project): + @pytest.fixture(scope="class") + def models(self): + return {"my_model.sql": "select 1 as fun"} + + def test_manifest_not_compiled(self, project): run_dbt(["docs", "generate", "--no-compile"]) - assert not os.path.exists("./target/manifest.json") + # manifest.json is written out in parsing now, but it + # shouldn't be compiled because of the --no-compile flag + manifest = get_manifest(project.project_root) + model_id = "model.test.my_model" + assert model_id in manifest.nodes + assert manifest.nodes[model_id].compiled is False + + def test_generate_empty_catalog(self, project): + run_dbt(["docs", "generate", "--empty-catalog"]) + with open("./target/catalog.json") as file: + catalog = json.load(file) + assert catalog["nodes"] == {}, "nodes should be empty" + assert catalog["sources"] == {}, "sources should be empty" + assert catalog["errors"] is None, "errors should be null" diff --git a/tests/functional/duplicates/test_duplicate_metric.py b/tests/functional/duplicates/test_duplicate_metric.py index f8beca39c24..a5f6b60e8f3 100644 --- a/tests/functional/duplicates/test_duplicate_metric.py +++ b/tests/functional/duplicates/test_duplicate_metric.py @@ -12,30 +12,20 @@ - name: number_of_people label: "Number of people" description: Total count of people - model: "ref('people')" - calculation_method: count - expression: "*" - timestamp: created_at - time_grains: [day, week, month] - dimensions: - - favorite_color - - loves_dbt + type: simple + type_params: + measure: "people" meta: my_meta: 'testing' - name: number_of_people label: "Collective tenure" description: Total number of years of team experience - model: "ref('people')" - calculation_method: sum - expression: "*" - timestamp: created_at - time_grains: [day] - filters: - - field: loves_dbt - operator: 'is' - value: 'true' - + type: simple + type_params: + measure: + name: "years_tenure" + filter: "{{ Dimension('people_entity__loves_dbt') }} is true" """ diff --git a/tests/functional/duplicates/test_duplicate_model.py b/tests/functional/duplicates/test_duplicate_model.py index 7a53fd6de63..854bd42486d 100644 --- a/tests/functional/duplicates/test_duplicate_model.py +++ b/tests/functional/duplicates/test_duplicate_model.py @@ -1,6 +1,6 @@ import pytest -from dbt.exceptions import CompilationError, DuplicateResourceNameError +from dbt.exceptions import CompilationError, AmbiguousAliasError from dbt.tests.fixtures.project import write_project_files from dbt.tests.util import run_dbt, get_manifest @@ -43,6 +43,26 @@ """ +local_dep_schema_yml = """ +models: + - name: table_model + config: + alias: table_model_local_dep + columns: + - name: id + tests: + - unique +""" + +local_dep_versions_schema_yml = """ +models: + - name: table_model + config: + alias: table_model_local_dep + versions: + - v: 1 +""" + class TestDuplicateModelEnabled: @pytest.fixture(scope="class") @@ -88,7 +108,7 @@ def test_duplicate_model_disabled_partial_parsing(self, project): assert len(results) == 1 -class TestDuplicateModelEnabledAcrossPackages: +class TestDuplicateModelAliasEnabledAcrossPackages: @pytest.fixture(scope="class") def models(self): return {"table_model.sql": enabled_model_sql} @@ -105,10 +125,10 @@ def setUp(self, project_root): def packages(self): return {"packages": [{"local": "local_dependency"}]} - def test_duplicate_model_enabled_across_packages(self, project): + def test_duplicate_model_alias_enabled_across_packages(self, project): run_dbt(["deps"]) - message = "dbt found two models with the name" - with pytest.raises(DuplicateResourceNameError) as exc: + message = "dbt found two resources with the database representation" + with pytest.raises(AmbiguousAliasError) as exc: run_dbt(["run"]) assert message in str(exc.value) @@ -142,6 +162,72 @@ def test_duplicate_model_disabled_across_packages(self, project): assert model_id in manifest.disabled +class TestDuplicateModelNameWithTestAcrossPackages: + @pytest.fixture(scope="class", autouse=True) + def setUp(self, project_root): + local_dependency_files = { + "dbt_project.yml": dbt_project_yml, + "models": {"table_model.sql": enabled_model_sql, "schema.yml": local_dep_schema_yml}, + } + write_project_files(project_root, "local_dependency", local_dependency_files) + + @pytest.fixture(scope="class") + def models(self): + return {"table_model.sql": enabled_model_sql} + + @pytest.fixture(scope="class") + def packages(self): + return {"packages": [{"local": "local_dependency"}]} + + def test_duplicate_model_name_with_test_across_packages(self, project): + run_dbt(["deps"]) + manifest = run_dbt(["parse"]) + assert len(manifest.nodes) == 3 + + # model nodes with duplicate names exist + local_dep_model_node_id = "model.local_dep.table_model" + root_model_node_id = "model.test.table_model" + assert local_dep_model_node_id in manifest.nodes + assert root_model_node_id in manifest.nodes + + # test node exists and is attached to correct node + test_node_id = "test.local_dep.unique_table_model_id.1da9e464d9" + assert test_node_id in manifest.nodes + assert manifest.nodes[test_node_id].attached_node == local_dep_model_node_id + + +class TestDuplicateModelNameWithVersionAcrossPackages: + @pytest.fixture(scope="class", autouse=True) + def setUp(self, project_root): + local_dependency_files = { + "dbt_project.yml": dbt_project_yml, + "models": { + "table_model.sql": enabled_model_sql, + "schema.yml": local_dep_versions_schema_yml, + }, + } + write_project_files(project_root, "local_dependency", local_dependency_files) + + @pytest.fixture(scope="class") + def models(self): + return {"table_model.sql": enabled_model_sql} + + @pytest.fixture(scope="class") + def packages(self): + return {"packages": [{"local": "local_dependency"}]} + + def test_duplicate_model_name_with_test_across_packages(self, project): + run_dbt(["deps"]) + manifest = run_dbt(["parse"]) + assert len(manifest.nodes) == 2 + + # model nodes with duplicate names exist + local_dep_model_node_id = "model.local_dep.table_model.v1" + root_model_node_id = "model.test.table_model" + assert local_dep_model_node_id in manifest.nodes + assert root_model_node_id in manifest.nodes + + class TestModelTestOverlap: @pytest.fixture(scope="class") def models(self): diff --git a/tests/functional/experimental_parser/test_all_experimental_parser.py b/tests/functional/experimental_parser/test_all_experimental_parser.py index 6a5c86b8f17..b426c308bb5 100644 --- a/tests/functional/experimental_parser/test_all_experimental_parser.py +++ b/tests/functional/experimental_parser/test_all_experimental_parser.py @@ -38,12 +38,16 @@ def get_manifest(): {{ config(tags='hello', x=False) }} {{ config(tags='world', x=True) }} -select * from {{ ref('model_a') }} +select * from {{ ref('model_b') }} cross join {{ source('my_src', 'my_tbl') }} where false as boop """ +basic__model_b_sql = """ +select 1 as fun +""" + ref_macro__schema_yml = """ version: 2 @@ -93,6 +97,7 @@ class BasicExperimentalParser: def models(self): return { "model_a.sql": basic__model_a_sql, + "model_b.sql": basic__model_b_sql, "schema.yml": basic__schema_yml, } @@ -154,7 +159,7 @@ def test_experimental_parser_basic( run_dbt(["--use-experimental-parser", "parse"]) manifest = get_manifest() node = manifest.nodes["model.test.model_a"] - assert node.refs == [RefArgs(name="model_a")] + assert node.refs == [RefArgs(name="model_b")] assert node.sources == [["my_src", "my_tbl"]] assert node.config._extra == {"x": True} assert node.config.tags == ["hello", "world"] @@ -179,7 +184,7 @@ def test_static_parser_basic(self, project): manifest = get_manifest() node = manifest.nodes["model.test.model_a"] - assert node.refs == [RefArgs(name="model_a")] + assert node.refs == [RefArgs(name="model_b")] assert node.sources == [["my_src", "my_tbl"]] assert node.config._extra == {"x": True} assert node.config.tags == ["hello", "world"] diff --git a/tests/functional/exposures/fixtures.py b/tests/functional/exposures/fixtures.py index f02c5723f72..809df9e901c 100644 --- a/tests/functional/exposures/fixtures.py +++ b/tests/functional/exposures/fixtures.py @@ -7,6 +7,11 @@ """ +metricflow_time_spine_sql = """ +SELECT to_date('02/20/2023', 'mm/dd/yyyy') as date_day +""" + + source_schema_yml = """version: 2 sources: @@ -15,18 +20,36 @@ - name: test_table """ + +semantic_models_schema_yml = """version: 2 + +semantic_models: + - name: semantic_model + model: ref('model') + dimensions: + - name: created_at + type: time + measures: + - name: distinct_metrics + agg: count_distinct + expr: id + entities: + - name: model + type: primary + expr: id + defaults: + agg_time_dimension: created_at +""" + + metrics_schema_yml = """version: 2 metrics: - name: metric - model: ref('model') label: "label" - - calculation_method: count_distinct - expression: id - - timestamp: first_order - time_grains: [day] + type: simple + type_params: + measure: "distinct_metrics" """ simple_exposure_yml = """ diff --git a/tests/functional/exposures/test_exposure_configs.py b/tests/functional/exposures/test_exposure_configs.py index 199a6368a4a..f15c98a85fd 100644 --- a/tests/functional/exposures/test_exposure_configs.py +++ b/tests/functional/exposures/test_exposure_configs.py @@ -1,5 +1,5 @@ import pytest -from hologram import ValidationError +from dbt.dataclass_schema import ValidationError from dbt.contracts.graph.model_config import ExposureConfig @@ -12,6 +12,8 @@ enabled_yaml_level_exposure_yml, invalid_config_exposure_yml, source_schema_yml, + metricflow_time_spine_sql, + semantic_models_schema_yml, metrics_schema_yml, ) @@ -30,9 +32,11 @@ class TestExposureEnabledConfigProjectLevel(ExposureConfigTests): def models(self): return { "model.sql": models_sql, + "metricflow_time_spine.sql": metricflow_time_spine_sql, "second_model.sql": second_model_sql, "exposure.yml": simple_exposure_yml, "schema.yml": source_schema_yml, + "semantic_models.yml": semantic_models_schema_yml, "metrics.yml": metrics_schema_yml, } diff --git a/tests/functional/exposures/test_exposures.py b/tests/functional/exposures/test_exposures.py index 97849fa0835..1988dd976b3 100644 --- a/tests/functional/exposures/test_exposures.py +++ b/tests/functional/exposures/test_exposures.py @@ -7,6 +7,8 @@ simple_exposure_yml, source_schema_yml, metrics_schema_yml, + semantic_models_schema_yml, + metricflow_time_spine_sql, ) @@ -16,8 +18,10 @@ def models(self): return { "exposure.yml": simple_exposure_yml, "model.sql": models_sql, + "metricflow_time_spine.sql": metricflow_time_spine_sql, "second_model.sql": second_model_sql, "schema.yml": source_schema_yml, + "semantic_models.yml": semantic_models_schema_yml, "metrics.yml": metrics_schema_yml, } diff --git a/tests/functional/fail_fast/test_fail_fast_run.py b/tests/functional/fail_fast/test_fail_fast_run.py index 4fb7821d072..ea956a2d540 100644 --- a/tests/functional/fail_fast/test_fail_fast_run.py +++ b/tests/functional/fail_fast/test_fail_fast_run.py @@ -1,14 +1,16 @@ +import json +from pathlib import Path + import pytest -from dbt.contracts.results import RunResult from dbt.tests.util import run_dbt - models__one_sql = """ -select 1 /failed +select 1 """ models__two_sql = """ +-- depends_on: {{ ref('one') }} select 1 /failed """ @@ -26,8 +28,18 @@ def test_fail_fast_run( models, # noqa: F811 ): res = run_dbt(["run", "--fail-fast", "--threads", "1"], expect_pass=False) - # a RunResult contains only one node so we can be sure only one model was run - assert type(res) == RunResult + assert {r.node.unique_id: r.status for r in res.results} == { + "model.test.one": "success", + "model.test.two": "error", + } + + run_results_file = Path(project.project_root) / "target/run_results.json" + assert run_results_file.is_file() + with run_results_file.open() as run_results_str: + run_results = json.loads(run_results_str.read()) + assert len(run_results["results"]) == 2 + assert run_results["results"][0]["status"] == "success" + assert run_results["results"][1]["status"] == "error" class TestFailFastFromConfig(FailFastBase): @@ -46,5 +58,7 @@ def test_fail_fast_run_user_config( models, # noqa: F811 ): res = run_dbt(["run", "--threads", "1"], expect_pass=False) - # a RunResult contains only one node so we can be sure only one model was run - assert type(res) == RunResult + assert {r.node.unique_id: r.status for r in res.results} == { + "model.test.one": "success", + "model.test.two": "error", + } diff --git a/tests/functional/graph_selection/fixtures.py b/tests/functional/graph_selection/fixtures.py index ec2132f43a2..2295200901a 100644 --- a/tests/functional/graph_selection/fixtures.py +++ b/tests/functional/graph_selection/fixtures.py @@ -51,6 +51,7 @@ - name: versioned latest_version: 2 versions: + - v: 0 - v: 1 - v: 2 - v: 3 diff --git a/tests/functional/graph_selection/test_graph_selection.py b/tests/functional/graph_selection/test_graph_selection.py index 6263c1d2c12..4725d01eb23 100644 --- a/tests/functional/graph_selection/test_graph_selection.py +++ b/tests/functional/graph_selection/test_graph_selection.py @@ -121,14 +121,45 @@ def test_locally_qualified_name(self, project): check_result_nodes_by_name(results, ["nested_users", "subdir", "versioned"]) assert_correct_schemas(project) - results = run_dbt(["run", "--select", "models/test/subdir*"]) + os.chdir( + project.profiles_dir + ) # Change to random directory to test that Path selector works with project-dir + results = run_dbt( + ["run", "--project-dir", str(project.project_root), "--select", "models/test/subdir*"] + ) check_result_nodes_by_name(results, ["nested_users", "subdir", "versioned"]) assert_correct_schemas(project) - results = run_dbt(["build", "--select", "models/patch_path_selection_schema.yml"]) + results = run_dbt( + [ + "build", + "--project-dir", + str(project.project_root), + "--select", + "models/patch_path_selection_schema.yml", + ] + ) check_result_nodes_by_name(results, ["subdir"]) assert_correct_schemas(project) + # Check that list command works + os.chdir( + project.profiles_dir + ) # Change to random directory to test that Path selector works with project-dir + results = run_dbt( + [ + "-q", + "ls", + "-s", + "path:models/test/subdir.sql", + "--project-dir", + str(project.project_root), + ] + # ["list", "--project-dir", str(project.project_root), "--select", "models/test/subdir*"] + ) + print(f"--- results: {results}") + assert len(results) == 1 + def test_locally_qualified_name_model_with_dots(self, project): results = run_dbt(["run", "--select", "alternative.users"], expect_pass=False) check_result_nodes_by_name(results, ["alternative.users"]) @@ -255,3 +286,22 @@ def test_exposure_parents(self, project): "users", ], ) + + +class TestListPathGraphSelection(SelectionFixtures): + def test_list_select_with_project_dir(self, project): + # Check that list command works + os.chdir( + project.profiles_dir + ) # Change to random directory to test that Path selector works with project-dir + results = run_dbt( + [ + "-q", + "ls", + "-s", + "path:models/test/subdir.sql", + "--project-dir", + str(project.project_root), + ] + ) + assert results == ["test.test.subdir"] diff --git a/tests/functional/graph_selection/test_version_selection.py b/tests/functional/graph_selection/test_version_selection.py index 6a122eae48b..4f9325a1fb8 100644 --- a/tests/functional/graph_selection/test_version_selection.py +++ b/tests/functional/graph_selection/test_version_selection.py @@ -109,3 +109,25 @@ def test_select_group_and_children_selector_str(self, project): # noqa def test_select_models_two_versions(self, project): results = run_dbt(["ls", "--models", "version:latest version:old"]) assert sorted(results) == ["test.versioned.v1", "test.versioned.v2"] + + +my_model_yml = """ +models: + - name: my_model + versions: + - v: 0 +""" + + +class TestVersionZero: + @pytest.fixture(scope="class") + def models(self): + return { + "my_model.sql": "select 1 as id", + "another.sql": "select * from {{ ref('my_model') }}", + "schema.yml": my_model_yml, + } + + def test_version_zero(self, project): + results = run_dbt(["run"]) + assert len(results) == 2 diff --git a/tests/functional/init/test_init.py b/tests/functional/init/test_init.py index 4e48eeeffb5..8c0444bd0b2 100644 --- a/tests/functional/init/test_init.py +++ b/tests/functional/init/test_init.py @@ -387,6 +387,12 @@ def test_init_task_in_project_with_invalid_profile_template( ) +class TestInitInsideOfProjectBase: + @pytest.fixture(scope="class") + def project_name(self, unique_schema): + return f"my_project_{unique_schema}" + + class TestInitOutsideOfProjectBase: @pytest.fixture(scope="class") def project_name(self, unique_schema): @@ -583,7 +589,7 @@ def test_init_invalid_project_name_cli( manager.prompt.side_effect = [valid_name] mock_get_adapter.return_value = [project.adapter.type()] - run_dbt(["init", invalid_name, "-s"]) + run_dbt(["init", invalid_name, "--skip-profile-setup"]) manager.assert_has_calls( [ call.prompt("Enter a name for your project (letters, digits, underscore)"), @@ -607,7 +613,7 @@ def test_init_invalid_project_name_prompt( manager.prompt.side_effect = [invalid_name, valid_name] mock_get_adapter.return_value = [project.adapter.type()] - run_dbt(["init", "-s"]) + run_dbt(["init", "--skip-profile-setup"]) manager.assert_has_calls( [ call.prompt("Enter a name for your project (letters, digits, underscore)"), @@ -639,8 +645,8 @@ def test_init_provided_project_name_and_skip_profile_setup( mock_get.return_value = [project.adapter.type()] # provide project name through the init command - run_dbt(["init", project_name, "-s"]) - manager.assert_not_called() + run_dbt(["init", project_name, "--skip-profile-setup"]) + assert len(manager.mock_calls) == 0 with open(os.path.join(project.project_root, project_name, "dbt_project.yml"), "r") as f: assert ( @@ -684,3 +690,21 @@ def test_init_provided_project_name_and_skip_profile_setup( +materialized: view """ ) + + +class TestInitInsideProjectAndSkipProfileSetup(TestInitInsideOfProjectBase): + @mock.patch("dbt.task.init._get_adapter_plugin_names") + @mock.patch("click.confirm") + @mock.patch("click.prompt") + def test_init_inside_project_and_skip_profile_setup( + self, mock_prompt, mock_confirm, mock_get, project, project_name + ): + manager = mock.Mock() + manager.attach_mock(mock_prompt, "prompt") + manager.attach_mock(mock_confirm, "confirm") + + assert Path("dbt_project.yml").exists() + + # skip interactive profile setup + run_dbt(["init", "--skip-profile-setup"]) + assert len(manager.mock_calls) == 0 diff --git a/tests/functional/list/test_list.py b/tests/functional/list/test_list.py index fe75c253271..19739054a40 100644 --- a/tests/functional/list/test_list.py +++ b/tests/functional/list/test_list.py @@ -90,6 +90,7 @@ def expect_snapshot_output(self, project): "alias": None, "check_cols": None, "on_schema_change": "ignore", + "on_configuration_change": "apply", "meta": {}, "grants": {}, "packages": [], @@ -127,6 +128,7 @@ def expect_analyses_output(self): "persist_docs": {}, "full_refresh": None, "on_schema_change": "ignore", + "on_configuration_change": "apply", "database": None, "schema": None, "alias": None, @@ -170,6 +172,7 @@ def expect_model_output(self): "full_refresh": None, "unique_key": None, "on_schema_change": "ignore", + "on_configuration_change": "apply", "database": None, "schema": None, "alias": None, @@ -206,6 +209,7 @@ def expect_model_output(self): "full_refresh": None, "unique_key": None, "on_schema_change": "ignore", + "on_configuration_change": "apply", "database": None, "schema": None, "alias": None, @@ -224,7 +228,10 @@ def expect_model_output(self): { "name": "inner", "package_name": "test", - "depends_on": {"nodes": ["model.test.outer"], "macros": []}, + "depends_on": { + "nodes": ["model.test.outer"], + "macros": [], + }, "tags": [], "config": { "enabled": True, @@ -239,6 +246,7 @@ def expect_model_output(self): "full_refresh": None, "unique_key": None, "on_schema_change": "ignore", + "on_configuration_change": "apply", "database": None, "schema": None, "alias": None, @@ -257,7 +265,10 @@ def expect_model_output(self): { "name": "outer", "package_name": "test", - "depends_on": {"nodes": ["model.test.ephemeral"], "macros": []}, + "depends_on": { + "nodes": ["model.test.ephemeral"], + "macros": [], + }, "tags": [], "config": { "enabled": True, @@ -272,6 +283,7 @@ def expect_model_output(self): "full_refresh": None, "unique_key": None, "on_schema_change": "ignore", + "on_configuration_change": "apply", "database": None, "schema": None, "alias": None, @@ -319,6 +331,7 @@ def expect_model_ephemeral_output(self): "persist_docs": {}, "full_refresh": None, "on_schema_change": "ignore", + "on_configuration_change": "apply", "database": None, "schema": None, "alias": None, @@ -379,11 +392,13 @@ def expect_seed_output(self): "pre-hook": [], "quoting": {}, "column_types": {}, + "delimiter": ",", "persist_docs": {}, "quote_columns": False, "full_refresh": None, "unique_key": None, "on_schema_change": "ignore", + "on_configuration_change": "apply", "database": None, "schema": None, "alias": None, diff --git a/tests/functional/logging/test_logging.py b/tests/functional/logging/test_logging.py index d2e04642f9f..20adcc9fbf0 100644 --- a/tests/functional/logging/test_logging.py +++ b/tests/functional/logging/test_logging.py @@ -68,6 +68,26 @@ def test_basic(project, logs_dir): assert "orig_conn_name" in data and data["orig_conn_name"] +def test_formatted_logs(project, logs_dir): + # a basic run of dbt with a single model should have 5 `Formatting` events in the json logs + results = run_dbt(["--log-format=json", "run"]) + assert len(results) == 1 + + # get log file + json_log_file = read_file(logs_dir, "dbt.log") + formatted_json_lines = 0 + for log_line in json_log_file.split("\n"): + # skip the empty line at the end + if len(log_line) == 0: + continue + log_dct = json.loads(log_line) + log_event = log_dct["info"]["name"] + if log_event == "Formatting": + formatted_json_lines += 1 + + assert formatted_json_lines == 5 + + def test_invalid_event_value(project, logs_dir): results = run_dbt(["--log-format=json", "run"]) assert len(results) == 1 diff --git a/tests/functional/macros/fixtures.py b/tests/functional/macros/fixtures.py index f1e7841f58e..77de40951f8 100644 --- a/tests/functional/macros/fixtures.py +++ b/tests/functional/macros/fixtures.py @@ -4,6 +4,12 @@ }} """ +models__materialization_macro = """ +{{ + materialization_macro() +}} +""" + models__with_undefined_macro = """ {{ dispatch_to_nowhere() }} select 1 as id @@ -75,6 +81,12 @@ {% endmacro %} """ +macros__named_materialization = """ +{% macro materialization_macro() %} + select 1 as foo +{% endmacro %} +""" + macros__no_default_macros = """ {% macro do_something2(foo2, bar2) %} @@ -129,3 +141,28 @@ {{ adapter_macro('some_macro', arg1, arg2) }} {%- endmacro %} """ + +macros__incorrect_dispatch = """ +{% macro cowsay() %} + {{ return(adapter.dispatch('cowsay', 'farm_utils')()) }} +{%- endmacro %} + +{% macro default__cowsay() %} + 'moo' +{% endmacro %} +""" + +# Note the difference between `test_utils` below and `farm_utils` above +models__incorrect_dispatch = """ +select {{ test_utils.cowsay() }} as cowsay +""" + +dbt_project__incorrect_dispatch = """ +name: 'test_utils' +version: '1.0' +config-version: 2 + +profile: 'default' + +macro-paths: ["macros"] +""" diff --git a/tests/functional/macros/test_macros.py b/tests/functional/macros/test_macros.py index e7f25acab3a..a93a7d76c85 100644 --- a/tests/functional/macros/test_macros.py +++ b/tests/functional/macros/test_macros.py @@ -10,18 +10,24 @@ check_relations_equal, ) +from dbt.tests.fixtures.project import write_project_files from tests.functional.macros.fixtures import ( + dbt_project__incorrect_dispatch, models__dep_macro, models__with_undefined_macro, models__local_macro, models__ref_macro, models__override_get_columns_macros, models__deprecated_adapter_macro_model, + models__incorrect_dispatch, + models__materialization_macro, macros__my_macros, macros__no_default_macros, macros__override_get_columns_macros, macros__package_override_get_columns_macros, macros__deprecated_adapter_macro, + macros__incorrect_dispatch, + macros__named_materialization, ) @@ -74,6 +80,21 @@ def test_working_macros(self, project): check_relations_equal(project.adapter, ["expected_local_macro", "local_macro"]) +class TestMacrosNamedMaterialization: + @pytest.fixture(scope="class") + def models(self): + return { + "models_materialization_macro.sql": models__materialization_macro, + } + + @pytest.fixture(scope="class") + def macros(self): + return {"macros_named_materialization.sql": macros__named_materialization} + + def test_macro_with_materialization_in_name_works(self, project): + run_dbt(expect_pass=True) + + class TestInvalidMacros: @pytest.fixture(scope="class") def models(self): @@ -203,6 +224,43 @@ def test_overrides(self, project): run_dbt() +class TestMisnamedMacroNamespace: + @pytest.fixture(scope="class", autouse=True) + def setUp(self, project_root): + test_utils_files = { + "dbt_project.yml": dbt_project__incorrect_dispatch, + "macros": { + "cowsay.sql": macros__incorrect_dispatch, + }, + } + write_project_files(project_root, "test_utils", test_utils_files) + + @pytest.fixture(scope="class") + def models(self): + return { + "my_model.sql": models__incorrect_dispatch, + } + + @pytest.fixture(scope="class") + def packages(self): + return { + "packages": [ + {"local": "test_utils"}, + ] + } + + def test_misnamed_macro_namespace( + self, + project, + ): + run_dbt(["deps"]) + + with pytest.raises(dbt.exceptions.CompilationError) as exc: + run_dbt() + + assert "In dispatch: No macro named 'cowsay' found" in str(exc.value) + + class TestAdapterMacroDeprecated: @pytest.fixture(scope="class") def models(self): diff --git a/tests/functional/materializations/materialized_view_tests/test_materialized_view.py b/tests/functional/materializations/materialized_view_tests/test_materialized_view.py new file mode 100644 index 00000000000..136186a5ec6 --- /dev/null +++ b/tests/functional/materializations/materialized_view_tests/test_materialized_view.py @@ -0,0 +1,121 @@ +from typing import Optional, Tuple + +import pytest + +from dbt.adapters.base.relation import BaseRelation + +from dbt.tests.util import get_model_file, set_model_file +from tests.adapter.dbt.tests.adapter.materialized_view.basic import MaterializedViewBasic +from tests.adapter.dbt.tests.adapter.materialized_view.changes import ( + MaterializedViewChanges, + MaterializedViewChangesApplyMixin, + MaterializedViewChangesContinueMixin, + MaterializedViewChangesFailMixin, +) +from tests.adapter.dbt.tests.adapter.materialized_view.files import MY_TABLE, MY_VIEW +from tests.functional.materializations.materialized_view_tests.utils import ( + query_indexes, + query_relation_type, +) + + +MY_MATERIALIZED_VIEW = """ +{{ config( + materialized='materialized_view', + indexes=[{'columns': ['id']}], +) }} +select * from {{ ref('my_seed') }} +""" + + +class TestPostgresMaterializedViewsBasic(MaterializedViewBasic): + @pytest.fixture(scope="class", autouse=True) + def models(self): + yield { + "my_table.sql": MY_TABLE, + "my_view.sql": MY_VIEW, + "my_materialized_view.sql": MY_MATERIALIZED_VIEW, + } + + @staticmethod + def insert_record(project, table: BaseRelation, record: Tuple[int, int]): + my_id, value = record + project.run_sql(f"insert into {table} (id, value) values ({my_id}, {value})") + + @staticmethod + def refresh_materialized_view(project, materialized_view: BaseRelation): + sql = f"refresh materialized view {materialized_view}" + project.run_sql(sql) + + @staticmethod + def query_row_count(project, relation: BaseRelation) -> int: + sql = f"select count(*) from {relation}" + return project.run_sql(sql, fetch="one")[0] + + @staticmethod + def query_relation_type(project, relation: BaseRelation) -> Optional[str]: + return query_relation_type(project, relation) + + +class PostgresMaterializedViewChanges(MaterializedViewChanges): + @pytest.fixture(scope="class", autouse=True) + def models(self): + yield { + "my_table.sql": MY_TABLE, + "my_view.sql": MY_VIEW, + "my_materialized_view.sql": MY_MATERIALIZED_VIEW, + } + + @staticmethod + def query_relation_type(project, relation: BaseRelation) -> Optional[str]: + return query_relation_type(project, relation) + + @staticmethod + def check_start_state(project, materialized_view): + indexes = query_indexes(project, materialized_view) + assert len(indexes) == 1 + assert indexes[0]["column_names"] == "id" + + @staticmethod + def change_config_via_alter(project, materialized_view): + initial_model = get_model_file(project, materialized_view) + new_model = initial_model.replace( + "indexes=[{'columns': ['id']}]", + "indexes=[{'columns': ['value']}]", + ) + set_model_file(project, materialized_view, new_model) + + @staticmethod + def check_state_alter_change_is_applied(project, materialized_view): + indexes = query_indexes(project, materialized_view) + assert len(indexes) == 1 + assert indexes[0]["column_names"] == "value" + + @staticmethod + def change_config_via_replace(project, materialized_view): + # dbt-postgres does not currently monitor changes of this type + pass + + +class TestPostgresMaterializedViewChangesApply( + PostgresMaterializedViewChanges, MaterializedViewChangesApplyMixin +): + @pytest.mark.skip("dbt-postgres does not currently monitor replace changes.") + def test_change_is_applied_via_replace(self, project, my_materialized_view): + super().test_change_is_applied_via_replace(project, my_materialized_view) + + +class TestPostgresMaterializedViewChangesContinue( + PostgresMaterializedViewChanges, MaterializedViewChangesContinueMixin +): + @pytest.mark.skip("dbt-postgres does not currently monitor replace changes.") + def test_change_is_not_applied_via_replace(self, project, my_materialized_view): + super().test_change_is_not_applied_via_alter(project, my_materialized_view) + + +class TestPostgresMaterializedViewChangesFail( + PostgresMaterializedViewChanges, MaterializedViewChangesFailMixin +): + @pytest.mark.skip("dbt-postgres does not currently monitor replace changes.") + def test_change_is_not_applied_via_replace(self, project, my_materialized_view): + super().test_change_is_not_applied_via_replace(project, my_materialized_view) diff --git a/tests/functional/materializations/materialized_view_tests/utils.py b/tests/functional/materializations/materialized_view_tests/utils.py new file mode 100644 index 00000000000..572f21aeb95 --- /dev/null +++ b/tests/functional/materializations/materialized_view_tests/utils.py @@ -0,0 +1,73 @@ +from typing import Dict, List, Optional + +from dbt.adapters.base.relation import BaseRelation + +from dbt.adapters.postgres.relation import PostgresRelation + + +def query_relation_type(project, relation: BaseRelation) -> Optional[str]: + assert isinstance(relation, PostgresRelation) + sql = f""" + select + 'table' as relation_type + from pg_tables + where schemaname = '{relation.schema}' + and tablename = '{relation.identifier}' + union all + select + 'view' as relation_type + from pg_views + where schemaname = '{relation.schema}' + and viewname = '{relation.identifier}' + union all + select + 'materialized_view' as relation_type + from pg_matviews + where schemaname = '{relation.schema}' + and matviewname = '{relation.identifier}' + """ + results = project.run_sql(sql, fetch="all") + if len(results) == 0: + return None + elif len(results) > 1: + raise ValueError(f"More than one instance of {relation.name} found!") + else: + return results[0][0] + + +def query_indexes(project, relation: BaseRelation) -> List[Dict[str, str]]: + assert isinstance(relation, PostgresRelation) + # pulled directly from `postgres__describe_indexes_template` and manually verified + sql = f""" + select + i.relname as name, + m.amname as method, + ix.indisunique as "unique", + array_to_string(array_agg(a.attname), ',') as column_names + from pg_index ix + join pg_class i + on i.oid = ix.indexrelid + join pg_am m + on m.oid=i.relam + join pg_class t + on t.oid = ix.indrelid + join pg_namespace n + on n.oid = t.relnamespace + join pg_attribute a + on a.attrelid = t.oid + and a.attnum = ANY(ix.indkey) + where t.relname ilike '{ relation.identifier }' + and n.nspname ilike '{ relation.schema }' + and t.relkind in ('r', 'm') + group by 1, 2, 3 + order by 1, 2, 3 + """ + raw_indexes = project.run_sql(sql, fetch="all") + indexes = [ + { + header: value + for header, value in zip(["name", "method", "unique", "column_names"], index) + } + for index in raw_indexes + ] + return indexes diff --git a/tests/functional/materializations/test_ephemeral_compilation.py b/tests/functional/materializations/test_ephemeral_compilation.py index 56f49928756..c9f17d3e00c 100644 --- a/tests/functional/materializations/test_ephemeral_compilation.py +++ b/tests/functional/materializations/test_ephemeral_compilation.py @@ -1,3 +1,5 @@ +from dbt.contracts.graph.nodes import ModelNode +from dbt.contracts.results import RunExecutionResult, RunResult import pytest from dbt.tests.util import run_dbt @@ -53,6 +55,16 @@ """ +SUPPRESSED_CTE_EXPECTED_OUTPUT = """-- fct_eph_first.sql + + +with int_eph_first as( + select * from __dbt__cte__int_eph_first +) + +select * from int_eph_first""" + + class TestEphemeralCompilation: @pytest.fixture(scope="class") def models(self): @@ -67,5 +79,13 @@ def test_ephemeral_compilation(self, project): results = run_dbt(["run"]) assert len(results) == 0 - results = run_dbt(["test"]) - len(results) == 4 + def test__suppress_injected_ctes(self, project): + compile_output = run_dbt( + ["compile", "--no-inject-ephemeral-ctes", "--select", "fct_eph_first"] + ) + assert isinstance(compile_output, RunExecutionResult) + node_result = compile_output.results[0] + assert isinstance(node_result, RunResult) + node = node_result.node + assert isinstance(node, ModelNode) + assert node.compiled_code == SUPPRESSED_CTE_EXPECTED_OUTPUT diff --git a/tests/functional/materializations/test_incremental.py b/tests/functional/materializations/test_incremental.py index 7e8df9ea6f1..b331c9d14b5 100644 --- a/tests/functional/materializations/test_incremental.py +++ b/tests/functional/materializations/test_incremental.py @@ -42,11 +42,12 @@ def test_basic(project): assert macro_func assert type(macro_func).__name__ == "MacroGenerator" - # These two incremental strategies are not valid for Postgres - with pytest.raises(DbtRuntimeError) as excinfo: - macro_func = project.adapter.get_incremental_strategy_macro(context, "merge") - assert "merge" in str(excinfo.value) + # This incremental strategy only works for Postgres >= 15 + macro_func = project.adapter.get_incremental_strategy_macro(context, "merge") + assert macro_func + assert type(macro_func).__name__ == "MacroGenerator" + # This incremental strategy is not valid for Postgres with pytest.raises(DbtRuntimeError) as excinfo: macro_func = project.adapter.get_incremental_strategy_macro(context, "insert_overwrite") assert "insert_overwrite" in str(excinfo.value) diff --git a/tests/functional/metrics/fixtures.py b/tests/functional/metrics/fixtures.py index 8a03cb0d7fa..65d61ad74ad 100644 --- a/tests/functional/metrics/fixtures.py +++ b/tests/functional/metrics/fixtures.py @@ -17,9 +17,36 @@ models_people_sql = """ select 1 as id, 'Drew' as first_name, 'Banin' as last_name, 'yellow' as favorite_color, true as loves_dbt, 5 as tenure, current_timestamp as created_at union all -select 1 as id, 'Jeremy' as first_name, 'Cohen' as last_name, 'indigo' as favorite_color, true as loves_dbt, 4 as tenure, current_timestamp as created_at +select 2 as id, 'Jeremy' as first_name, 'Cohen' as last_name, 'indigo' as favorite_color, true as loves_dbt, 4 as tenure, current_timestamp as created_at union all -select 1 as id, 'Callum' as first_name, 'McCann' as last_name, 'emerald' as favorite_color, true as loves_dbt, 0 as tenure, current_timestamp as created_at +select 3 as id, 'Callum' as first_name, 'McCann' as last_name, 'emerald' as favorite_color, true as loves_dbt, 0 as tenure, current_timestamp as created_at +""" + +semantic_model_people_yml = """ +version: 2 + +semantic_models: + - name: semantic_people + model: ref('people') + dimensions: + - name: favorite_color + type: categorical + - name: created_at + type: TIME + type_params: + time_granularity: day + measures: + - name: years_tenure + agg: SUM + expr: tenure + - name: people + agg: count + expr: id + entities: + - name: id + type: primary + defaults: + agg_time_dimension: created_at """ basic_metrics_yml = """ @@ -30,45 +57,41 @@ - name: number_of_people label: "Number of people" description: Total count of people - model: "ref('people')" - calculation_method: count - expression: "*" - timestamp: created_at - time_grains: [day, week, month] - dimensions: - - favorite_color - - loves_dbt + type: simple + type_params: + measure: people meta: my_meta: 'testing' - name: collective_tenure label: "Collective tenure" description: Total number of years of team experience - model: "ref('people')" - calculation_method: sum - expression: tenure - timestamp: created_at - time_grains: [day, week, month] - filters: - - field: loves_dbt - operator: 'is' - value: 'true' + type: simple + type_params: + measure: + name: "years_tenure" + filter: "{{ Dimension('id__loves_dbt') }} is true" - name: average_tenure label: "Average tenure" description: "The average tenure per person" - calculation_method: derived - expression: "{{metric('collective_tenure')}} / {{metric('number_of_people')}} " - timestamp: created_at - time_grains: [day, week, month] + type: ratio + type_params: + numerator: collective_tenure + denominator: number_of_people - name: average_tenure_plus_one - label: "Average tenure" + label: "Average tenure, plus 1" description: "The average tenure per person" - calculation_method: derived - expression: "{{metric('average_tenure')}} + 1 " - timestamp: created_at - time_grains: [day, week, month] + type: derived + type_params: + metrics: + - average_tenure + expr: "average_tenure + 1" +""" + +metricflow_time_spine_sql = """ +SELECT to_date('02/20/2023, 'mm/dd/yyyy') as date_day """ models_people_metrics_yml = """ @@ -79,45 +102,48 @@ - name: number_of_people label: "Number of people" description: Total count of people - model: "ref('people')" - calculation_method: count - expression: "*" - timestamp: created_at - time_grains: [day, week, month] - dimensions: - - favorite_color - - loves_dbt + type: simple + type_params: + measure: people meta: my_meta: 'testing' - name: collective_tenure label: "Collective tenure" description: Total number of years of team experience - model: "ref('people')" - calculation_method: sum - expression: tenure - timestamp: created_at - time_grains: [day] - filters: - - field: loves_dbt - operator: 'is' - value: 'true' + type: simple + type_params: + measure: + name: years_tenure + filter: "{{ Dimension('id__loves_dbt') }} is true" - name: collective_window label: "Collective window" description: Testing window - model: "ref('people')" - calculation_method: sum - expression: tenure - timestamp: created_at - time_grains: [day] - window: - count: 14 - period: day - filters: - - field: loves_dbt - operator: 'is' - value: 'true' + type: simple + type_params: + measure: + name: years_tenure + filter: "{{ Dimension('id__loves_dbt') }} is true" + window: 14 days + + - name: average_tenure + label: Average Tenure + description: The average tenure of our people + type: ratio + type_params: + numerator: collective_tenure + denominator: number_of_people + + - name: average_tenure_minus_people + label: Average Tenure minus People + description: Well this isn't really useful is it? + type: derived + type_params: + expr: average_tenure - number_of_people + metrics: + - average_tenure + - number_of_people """ @@ -212,14 +238,9 @@ - name: number of people label: "Number of people" description: Total count of people - model: "ref('people')" - calculation_method: count - expression: "*" - timestamp: created_at - time_grains: [day, week, month] - dimensions: - - favorite_color - - loves_dbt + type: simple + type_params: + measure: people meta: my_meta: 'testing' @@ -233,14 +254,9 @@ - name: number_of_people! label: "Number of people" description: Total count of people - model: "ref('people')" - calculation_method: count - expression: "*" - timestamp: created_at - time_grains: [day, week, month] - dimensions: - - favorite_color - - loves_dbt + type: simple + type_params: + measure: people meta: my_meta: 'testing' @@ -255,14 +271,9 @@ - name: 1_number_of_people label: "Number of people" description: Total count of people - model: "ref('people')" - calculation_method: count - expression: "*" - timestamp: created_at - time_grains: [day, week, month] - dimensions: - - favorite_color - - loves_dbt + type: simple + type_params: + measure: people meta: my_meta: 'testing' @@ -276,14 +287,9 @@ - name: this_name_is_going_to_contain_more_than_250_characters_but_be_otherwise_acceptable_and_then_will_throw_an_error_which_I_expect_to_happen_and_repeat_this_name_is_going_to_contain_more_than_250_characters_but_be_otherwise_acceptable_and_then_will_throw_an_error_which_I_expect_to_happen label: "Number of people" description: Total count of people - model: "ref('people')" - calculation_method: count - expression: "*" - timestamp: created_at - time_grains: [day, week, month] - dimensions: - - favorite_color - - loves_dbt + type: simple + type_params: + measure: people meta: my_meta: 'testing' @@ -319,13 +325,9 @@ {% for m in some_metrics %} name: {{ m.name }} label: {{ m.label }} - calculation_method: {{ m.calculation_method }} - expression: {{ m.expression }} - timestamp: {{ m.timestamp }} - time_grains: {{ m.time_grains }} - dimensions: {{ m.dimensions }} - filters: {{ m.filters }} - window: {{ m.window }} + type: {{ m.type }} + type_params: {{ m.type_params }} + filter: {{ m.filter }} {% endfor %} {% endif %} @@ -373,82 +375,58 @@ - payment_type """ -derived_metric_yml = """ -version: 2 -metrics: - - name: count_orders - label: Count orders - model: ref('mock_purchase_data') - - calculation_method: count - expression: "*" - timestamp: purchased_at - time_grains: [day, week, month, quarter, year] - - dimensions: - - payment_type - - - name: sum_order_revenue - label: Total order revenue - model: ref('mock_purchase_data') - - calculation_method: sum - expression: "payment_total" - timestamp: purchased_at - time_grains: [day, week, month, quarter, year] - - dimensions: - - payment_type +purchasing_model_sql = """ +select purchased_at, payment_type, payment_total from {{ ref('mock_purchase_data') }} +""" - - name: average_order_value - label: Average Order Value +semantic_model_purchasing_yml = """ +version: 2 - calculation_method: derived - expression: "{{metric('sum_order_revenue')}} / {{metric('count_orders')}} " - timestamp: purchased_at - time_grains: [day, week, month, quarter, year] +semantic_models: + - name: semantic_purchasing + model: ref('purchasing') + measures: + - name: num_orders + agg: COUNT + expr: purchased_at + - name: order_revenue + agg: SUM + expr: payment_total + dimensions: + - name: purchased_at + type: TIME + entities: + - name: purchase + type: primary + expr: '1' + defaults: + agg_time_dimension: purchased_at - dimensions: - - payment_type """ -derived_metric_old_attr_names_yml = """ +derived_metric_yml = """ version: 2 metrics: - name: count_orders label: Count orders - model: ref('mock_purchase_data') - - type: count - sql: "*" - timestamp: purchased_at - time_grains: [day, week, month, quarter, year] - - dimensions: - - payment_type + type: simple + type_params: + measure: num_orders - name: sum_order_revenue label: Total order revenue - model: ref('mock_purchase_data') - - type: sum - sql: "payment_total" - timestamp: purchased_at - time_grains: [day, week, month, quarter, year] - - dimensions: - - payment_type + type: simple + type_params: + measure: order_revenue - name: average_order_value label: Average Order Value - - type: expression - sql: "{{metric('sum_order_revenue')}} / {{metric('count_orders')}} " - timestamp: purchased_at - time_grains: [day, week, month, quarter, year] - - dimensions: - - payment_type + type: ratio + type_params: + numerator: + name: sum_order_revenue + denominator: + name: count_orders """ disabled_metric_level_schema_yml = """ @@ -459,31 +437,22 @@ - name: number_of_people label: "Number of people" description: Total count of people - model: "ref('people')" - calculation_method: count - expression: "*" + type: simple + type_params: + measure: people config: enabled: False - timestamp: created_at - time_grains: [day, week, month] - dimensions: - - favorite_color - - loves_dbt meta: my_meta: 'testing' - name: collective_tenure label: "Collective tenure" description: Total number of years of team experience - model: "ref('people')" - calculation_method: sum - expression: "*" - timestamp: created_at - time_grains: [day] - filters: - - field: loves_dbt - operator: 'is' - value: 'true' + type: simple + type_params: + measure: + name: years_tenure + filter: "{{ Dimension('id__loves_dbt') }} is true" """ @@ -495,31 +464,22 @@ - name: number_of_people label: "Number of people" description: Total count of people - model: "ref('people')" - calculation_method: count - expression: "*" + type: simple + type_params: + measure: people config: enabled: True - timestamp: created_at - time_grains: [day, week, month] - dimensions: - - favorite_color - - loves_dbt meta: my_meta: 'testing' - name: collective_tenure label: "Collective tenure" description: Total number of years of team experience - model: "ref('people')" - calculation_method: sum - expression: "*" - timestamp: created_at - time_grains: [day] - filters: - - field: loves_dbt - operator: 'is' - value: 'true' + type: simple + type_params: + measure: + name: years_tenure + filter: "{{ Dimension('id__loves_dbt') }} is true" """ @@ -552,12 +512,9 @@ {% for m in some_metrics %} name: {{ m.name }} label: {{ m.label }} - calculation_method: {{ m.calculation_method }} - expression: {{ m.expression }} - timestamp: {{ m.timestamp }} - time_grains: {{ m.time_grains }} - dimensions: {{ m.dimensions }} - filters: {{ m.filters }} + type: {{ m.type }} + type_params: {{ m.type_params }} + filter: {{ m.filter }} window: {{ m.window }} {% endfor %} @@ -572,13 +529,9 @@ metrics: - name: some_metric label: Some Metric - model: ref('model_a') - - calculation_method: count - expression: id - - timestamp: ts - time_grains: [day] + type: simple + type_params: + measure: some_measure """ metrics_2_yml = """ @@ -587,13 +540,9 @@ metrics: - name: some_metric label: Some Metric - model: ref('model_a') - - calculation_method: count - expression: user_id - - timestamp: ts - time_grains: [day] + type: simple + type_params: + measure: some_measure """ model_a_sql = """ @@ -631,31 +580,9 @@ config: enabled: True and False description: Total count of people - model: "ref('people')" - calculation_method: count - expression: "*" - timestamp: created_at - time_grains: [day, week, month] - dimensions: - - favorite_color - - loves_dbt - meta: - my_meta: 'testing' -""" - -metric_without_timestamp_or_timegrains_yml = """ -version: 2 - -metrics: - - name: number_of_people - label: "Number of people" - description: Total count of people - model: "ref('people')" - calculation_method: count - expression: "*" - dimensions: - - favorite_color - - loves_dbt + type: simple + type_params: + measure: people meta: my_meta: 'testing' """ diff --git a/tests/functional/metrics/test_metric_configs.py b/tests/functional/metrics/test_metric_configs.py index 6ad960ec11f..f654b24ceed 100644 --- a/tests/functional/metrics/test_metric_configs.py +++ b/tests/functional/metrics/test_metric_configs.py @@ -1,17 +1,19 @@ import pytest -from hologram import ValidationError +from dbt.dataclass_schema import ValidationError from dbt.contracts.graph.model_config import MetricConfig -from dbt.exceptions import CompilationError +from dbt.exceptions import CompilationError, ParsingError from dbt.tests.util import run_dbt, update_config_file, get_manifest from tests.functional.metrics.fixtures import ( models_people_sql, models_people_metrics_yml, + metricflow_time_spine_sql, disabled_metric_level_schema_yml, enabled_metric_level_schema_yml, models_people_metrics_sql, invalid_config_metric_yml, + semantic_model_people_yml, ) @@ -29,6 +31,8 @@ class TestMetricEnabledConfigProjectLevel(MetricConfigTests): def models(self): return { "people.sql": models_people_sql, + "metricflow_time_spine.sql": metricflow_time_spine_sql, + "semantic_model_people.yml": semantic_model_people_yml, "schema.yml": models_people_metrics_yml, } @@ -36,7 +40,7 @@ def models(self): def project_config_update(self): return { "metrics": { - "number_of_people": { + "average_tenure_minus_people": { "enabled": True, }, } @@ -45,12 +49,12 @@ def project_config_update(self): def test_enabled_metric_config_dbt_project(self, project): run_dbt(["parse"]) manifest = get_manifest(project.project_root) - assert "metric.test.number_of_people" in manifest.metrics + assert "metric.test.average_tenure_minus_people" in manifest.metrics new_enabled_config = { "metrics": { "test": { - "number_of_people": { + "average_tenure_minus_people": { "enabled": False, }, } @@ -59,7 +63,7 @@ def test_enabled_metric_config_dbt_project(self, project): update_config_file(new_enabled_config, project.project_root, "dbt_project.yml") run_dbt(["parse"]) manifest = get_manifest(project.project_root) - assert "metric.test.number_of_people" not in manifest.metrics + assert "metric.test.average_tenure_minus_people" not in manifest.metrics assert "metric.test.collective_tenure" in manifest.metrics @@ -69,6 +73,8 @@ class TestConfigYamlMetricLevel(MetricConfigTests): def models(self): return { "people.sql": models_people_sql, + "metricflow_time_spine.sql": metricflow_time_spine_sql, + "semantic_model_people.yml": semantic_model_people_yml, "schema.yml": disabled_metric_level_schema_yml, } @@ -85,6 +91,8 @@ class TestMetricConfigsInheritence(MetricConfigTests): def models(self): return { "people.sql": models_people_sql, + "metricflow_time_spine.sql": metricflow_time_spine_sql, + "semantic_model_people.yml": semantic_model_people_yml, "schema.yml": enabled_metric_level_schema_yml, } @@ -112,6 +120,8 @@ class TestDisabledMetricRef(MetricConfigTests): def models(self): return { "people.sql": models_people_sql, + "metricflow_time_spine.sql": metricflow_time_spine_sql, + "semantic_model_people.yml": semantic_model_people_yml, "people_metrics.sql": models_people_metrics_sql, "schema.yml": models_people_metrics_yml, } @@ -122,6 +132,8 @@ def test_disabled_metric_ref_model(self, project): assert "metric.test.number_of_people" in manifest.metrics assert "metric.test.collective_tenure" in manifest.metrics assert "model.test.people_metrics" in manifest.nodes + assert "metric.test.average_tenure" in manifest.metrics + assert "metric.test.average_tenure_minus_people" in manifest.metrics new_enabled_config = { "metrics": { @@ -129,6 +141,12 @@ def test_disabled_metric_ref_model(self, project): "number_of_people": { "enabled": False, }, + "average_tenure_minus_people": { + "enabled": False, + }, + "average_tenure": { + "enabled": False, + }, } } } @@ -144,6 +162,8 @@ class TestInvalidMetric(MetricConfigTests): def models(self): return { "people.sql": models_people_sql, + "metricflow_time_spine.sql": metricflow_time_spine_sql, + "semantic_model_people.yml": semantic_model_people_yml, "schema.yml": invalid_config_metric_yml, } @@ -152,3 +172,35 @@ def test_invalid_config_metric(self, project): run_dbt(["parse"]) expected_msg = "'True and False' is not of type 'boolean'" assert expected_msg in str(excinfo.value) + + +class TestDisabledMetric(MetricConfigTests): + @pytest.fixture(scope="class") + def models(self): + return { + "people.sql": models_people_sql, + "metricflow_time_spine.sql": metricflow_time_spine_sql, + "semantic_model_people.yml": semantic_model_people_yml, + "schema.yml": models_people_metrics_yml, + } + + def test_disabling_upstream_metric_errors(self, project): + run_dbt(["parse"]) # shouldn't error out yet + + new_enabled_config = { + "metrics": { + "test": { + "number_of_people": { + "enabled": False, + }, + } + } + } + + update_config_file(new_enabled_config, project.project_root, "dbt_project.yml") + with pytest.raises(ParsingError) as excinfo: + run_dbt(["parse"]) + expected_msg = ( + "The metric `number_of_people` is disabled and thus cannot be referenced." + ) + assert expected_msg in str(excinfo.value) diff --git a/tests/functional/metrics/test_metric_deferral.py b/tests/functional/metrics/test_metric_deferral.py index 10c91b7f34b..620c8dba25f 100644 --- a/tests/functional/metrics/test_metric_deferral.py +++ b/tests/functional/metrics/test_metric_deferral.py @@ -59,6 +59,7 @@ def models(self): "metrics.yml": metrics_1_yml, } + @pytest.mark.skip("TODO") def test_metric_deferral(self, project): results = run_dbt(["run", "--target", "prod"]) assert len(results) == 2 diff --git a/tests/functional/metrics/test_metric_helper_functions.py b/tests/functional/metrics/test_metric_helper_functions.py index da9a0046ba4..a5775a0ed74 100644 --- a/tests/functional/metrics/test_metric_helper_functions.py +++ b/tests/functional/metrics/test_metric_helper_functions.py @@ -1,9 +1,15 @@ import pytest -from dbt.tests.util import run_dbt, get_manifest +from dbt.tests.util import run_dbt +from dbt.contracts.graph.manifest import Manifest from dbt.contracts.graph.metrics import ResolvedMetricReference -from tests.functional.metrics.fixtures import models_people_sql, basic_metrics_yml +from tests.functional.metrics.fixtures import ( + models_people_sql, + basic_metrics_yml, + semantic_model_people_yml, + metricflow_time_spine_sql, +) class TestMetricHelperFunctions: @@ -11,21 +17,22 @@ class TestMetricHelperFunctions: def models(self): return { "metrics.yml": basic_metrics_yml, + "semantic_people.yml": semantic_model_people_yml, + "metricflow_time_spine.sql": metricflow_time_spine_sql, "people.sql": models_people_sql, } - def test_expression_metric( + def test_derived_metric( self, project, ): # initial parse - run_dbt(["compile"]) + manifest = run_dbt(["parse"]) + assert isinstance(manifest, Manifest) - # make sure all the metrics are in the manifest - manifest = get_manifest(project.project_root) parsed_metric = manifest.metrics["metric.test.average_tenure_plus_one"] - testing_metric = ResolvedMetricReference(parsed_metric, manifest, None) + testing_metric = ResolvedMetricReference(parsed_metric, manifest) full_metric_dependency = set(testing_metric.full_metric_dependency()) expected_full_metric_dependency = set( diff --git a/tests/functional/metrics/test_metrics.py b/tests/functional/metrics/test_metrics.py index adc55c3b996..3cc0ea412b7 100644 --- a/tests/functional/metrics/test_metrics.py +++ b/tests/functional/metrics/test_metrics.py @@ -1,7 +1,9 @@ import pytest -from dbt.tests.util import run_dbt, get_manifest +from dbt.cli.main import dbtRunner +from dbt.contracts.graph.manifest import Manifest from dbt.exceptions import ParsingError +from dbt.tests.util import run_dbt, get_manifest from tests.functional.metrics.fixtures import ( @@ -18,10 +20,12 @@ downstream_model_sql, invalid_derived_metric_contains_model_yml, derived_metric_yml, - derived_metric_old_attr_names_yml, - metric_without_timestamp_or_timegrains_yml, invalid_metric_without_timestamp_with_time_grains_yml, invalid_metric_without_timestamp_with_window_yml, + metricflow_time_spine_sql, + semantic_model_people_yml, + semantic_model_purchasing_yml, + purchasing_model_sql, ) @@ -30,6 +34,8 @@ class TestSimpleMetrics: def models(self): return { "people_metrics.yml": models_people_metrics_yml, + "metricflow_time_spine.sql": metricflow_time_spine_sql, + "semantic_model_people.yml": semantic_model_people_yml, "people.sql": models_people_sql, } @@ -37,44 +43,39 @@ def test_simple_metric( self, project, ): - # initial run - results = run_dbt(["run"]) - assert len(results) == 1 + runner = dbtRunner() + result = runner.invoke(["parse"]) + assert result.success + assert isinstance(result.result, Manifest) manifest = get_manifest(project.project_root) metric_ids = list(manifest.metrics.keys()) expected_metric_ids = [ "metric.test.number_of_people", "metric.test.collective_tenure", "metric.test.collective_window", + "metric.test.average_tenure", + "metric.test.average_tenure_minus_people", ] assert metric_ids == expected_metric_ids - -class TestSimpleMetricsNoTimestamp: - @pytest.fixture(scope="class") - def models(self): - return { - "people_metrics.yml": metric_without_timestamp_or_timegrains_yml, - "people.sql": models_people_sql, - } - - def test_simple_metric_no_timestamp( - self, - project, - ): - # initial run - results = run_dbt(["run"]) - assert len(results) == 1 - manifest = get_manifest(project.project_root) - metric_ids = list(manifest.metrics.keys()) - expected_metric_ids = [ - "metric.test.number_of_people", - ] - assert metric_ids == expected_metric_ids - - # make sure the 'expression' metric depends on the two upstream metrics - metric_test = manifest.metrics["metric.test.number_of_people"] - assert metric_test.timestamp is None + assert ( + len(manifest.metrics["metric.test.number_of_people"].type_params.input_measures) == 1 + ) + assert ( + len(manifest.metrics["metric.test.collective_tenure"].type_params.input_measures) == 1 + ) + assert ( + len(manifest.metrics["metric.test.collective_window"].type_params.input_measures) == 1 + ) + assert len(manifest.metrics["metric.test.average_tenure"].type_params.input_measures) == 2 + assert ( + len( + manifest.metrics[ + "metric.test.average_tenure_minus_people" + ].type_params.input_measures + ) + == 3 + ) class TestInvalidRefMetrics: @@ -202,12 +203,42 @@ def test_invalid_derived_metrics(self, project): run_dbt(["run"]) +class TestMetricDependsOn: + @pytest.fixture(scope="class") + def models(self): + return { + "people.sql": models_people_sql, + "metricflow_time_spine.sql": metricflow_time_spine_sql, + "semantic_models.yml": semantic_model_people_yml, + "people_metrics.yml": models_people_metrics_yml, + } + + def test_metric_depends_on(self, project): + manifest = run_dbt(["parse"]) + assert isinstance(manifest, Manifest) + + expected_depends_on_for_number_of_people = ["semantic_model.test.semantic_people"] + expected_depends_on_for_average_tenure = [ + "metric.test.collective_tenure", + "metric.test.number_of_people", + ] + + number_of_people_metric = manifest.metrics["metric.test.number_of_people"] + assert number_of_people_metric.depends_on.nodes == expected_depends_on_for_number_of_people + + average_tenure_metric = manifest.metrics["metric.test.average_tenure"] + assert average_tenure_metric.depends_on.nodes == expected_depends_on_for_average_tenure + + class TestDerivedMetric: @pytest.fixture(scope="class") def models(self): return { - "derived_metric.yml": derived_metric_yml, "downstream_model.sql": downstream_model_sql, + "purchasing.sql": purchasing_model_sql, + "metricflow_time_spine.sql": metricflow_time_spine_sql, + "semantic_models.yml": semantic_model_purchasing_yml, + "derived_metric.yml": derived_metric_yml, } # not strictly necessary to use "real" mock data for this test @@ -249,7 +280,6 @@ def test_derived_metric( # make sure the 'expression' metric depends on the two upstream metrics derived_metric = manifest.metrics["metric.test.average_order_value"] - assert sorted(derived_metric.metrics) == [["count_orders"], ["sum_order_revenue"]] assert sorted(derived_metric.depends_on.nodes) == [ "metric.test.count_orders", "metric.test.sum_order_revenue", @@ -265,27 +295,14 @@ def test_derived_metric( for property in [ "name", "label", - "calculation_method", - "expression", - "timestamp", - "time_grains", - "dimensions", - "filters", - "window", + "type", + "type_params", + "filter", ]: expected_value = getattr(parsed_metric_node, property) assert f"{property}: {expected_value}" in compiled_code -class TestDerivedMetricOldAttrNames(TestDerivedMetric): - @pytest.fixture(scope="class") - def models(self): - return { - "derived_metric.yml": derived_metric_old_attr_names_yml, - "downstream_model.sql": downstream_model_sql, - } - - class TestInvalidTimestampTimeGrainsMetrics: @pytest.fixture(scope="class") def models(self): diff --git a/tests/functional/partial_parsing/fixtures.py b/tests/functional/partial_parsing/fixtures.py index 0a229b4fe5d..52578d90308 100644 --- a/tests/functional/partial_parsing/fixtures.py +++ b/tests/functional/partial_parsing/fixtures.py @@ -349,17 +349,11 @@ label: New Customers model: customers description: "The number of paid customers who are using the product" - calculation_method: count - expression: user_id - timestamp: signup_date - time_grains: [day, week, month] - dimensions: - - plan - - country - filters: - - field: is_paying - value: True - operator: '=' + type: simple + type_params: + measure: + name: customers + filter: "{{ Dimension('id__loves_dbt') }} is true" +meta: is_okr: True tags: @@ -403,6 +397,10 @@ """ +metricflow_time_spine_sql = """ +SELECT to_date('02/20/2023', 'mm/dd/yyyy') as date_day +""" + env_var_schema3_yml = """ models: @@ -427,36 +425,54 @@ """ +people_semantic_models_yml = """ +version: 2 + +semantic_models: + - name: semantic_people + model: ref('people') + dimensions: + - name: favorite_color + type: categorical + - name: created_at + type: TIME + type_params: + time_granularity: day + measures: + - name: years_tenure + agg: SUM + expr: tenure + - name: people + agg: count + expr: id + entities: + - name: id + type: primary + defaults: + agg_time_dimension: created_at +""" + env_var_metrics_yml = """ metrics: - - model: "ref('people')" - name: number_of_people + - name: number_of_people description: Total count of people label: "Number of people" - calculation_method: count - expression: "*" - timestamp: created_at - time_grains: [day, week, month] - dimensions: - - favorite_color - - loves_dbt + type: simple + type_params: + measure: people meta: my_meta: '{{ env_var("ENV_VAR_METRICS") }}' - - model: "ref('people')" - name: collective_tenure + - name: collective_tenure description: Total number of years of team experience label: "Collective tenure" - calculation_method: sum - expression: tenure - timestamp: created_at - time_grains: [day] - filters: - - field: loves_dbt - operator: is - value: 'true' + type: simple + type_params: + measure: + name: years_tenure + filter: "{{ Dimension('id__loves_dbt') }} is true" """ @@ -587,32 +603,23 @@ metrics: - - model: "ref('people')" - name: number_of_people + - name: number_of_people description: Total count of people label: "Number of people" - calculation_method: count - expression: "*" - timestamp: created_at - time_grains: [day, week, month] - dimensions: - - favorite_color - - loves_dbt + type: simple + type_params: + measure: people meta: my_meta: 'testing' - - model: "ref('people')" - name: collective_tenure + - name: collective_tenure description: Total number of years of team experience label: "Collective tenure" - calculation_method: sum - expression: tenure - timestamp: created_at - time_grains: [day] - filters: - - field: loves_dbt - operator: is - value: 'true' + type: simple + type_params: + measure: + name: years_tenure + filter: "{{ Dimension('id__loves_dbt') }} is true" """ @@ -628,6 +635,11 @@ """ +orders_downstream_sql = """ +select * from {{ ref('orders') }} + +""" + model_a_sql = """ select 1 as fun @@ -881,10 +893,20 @@ description: "The first model" versions: - v: 1 - defined_in: model_one - v: 2 """ +models_versions_defined_in_schema_yml = """ + +models: + - name: model_one + description: "The first model" + versions: + - v: 1 + - v: 2 + defined_in: model_one_different +""" + models_versions_updated_schema_yml = """ models: @@ -893,8 +915,8 @@ description: "The first model" versions: - v: 1 - defined_in: model_one - v: 2 + defined_in: model_one_different """ my_macro_sql = """ @@ -970,32 +992,23 @@ metrics: - - model: "ref('people')" - name: number_of_people + - name: number_of_people description: Total count of people label: "Number of people" - calculation_method: count - expression: "*" - timestamp: created_at - time_grains: [day, week, month] - dimensions: - - favorite_color - - loves_dbt + type: simple + type_params: + measure: people meta: my_meta: 'replaced' - - model: "ref('people')" - name: collective_tenure + - name: collective_tenure description: Total number of years of team experience label: "Collective tenure" - calculation_method: sum - expression: tenure - timestamp: created_at - time_grains: [day] - filters: - - field: loves_dbt - operator: is - value: 'true' + type: simple + type_params: + measure: + name: years_tenure + filter: "{{ Dimension('id__loves_dbt') }} is true" """ @@ -1040,6 +1053,47 @@ description: "Some order data" """ + +groups_schema_yml_two_groups_private_orders_valid_access = """ + +groups: + - name: test_group + owner: + name: test_group_owner + - name: test_group2 + owner: + name: test_group_owner2 + +models: + - name: orders + group: test_group + access: private + description: "Some order data" + - name: orders_downstream + group: test_group + description: "Some order data" +""" + +groups_schema_yml_two_groups_private_orders_invalid_access = """ + +groups: + - name: test_group + owner: + name: test_group_owner + - name: test_group2 + owner: + name: test_group_owner2 + +models: + - name: orders + group: test_group2 + access: private + description: "Some order data" + - name: orders_downstream + group: test_group + description: "Some order data" +""" + groups_schema_yml_one_group_model_in_group2 = """ groups: @@ -1121,17 +1175,12 @@ metrics: - - model: "ref('people')" - name: number_of_people + - name: number_of_people description: Total count of people label: "Number of people" - calculation_method: count - expression: "*" - timestamp: created_at - time_grains: [day, week, month] - dimensions: - - favorite_color - - loves_dbt + type: simple + type_params: + measure: people meta: my_meta: 'replaced' diff --git a/tests/functional/partial_parsing/test_file_diff.py b/tests/functional/partial_parsing/test_file_diff.py index a9f4c8fdd09..f2493de19df 100644 --- a/tests/functional/partial_parsing/test_file_diff.py +++ b/tests/functional/partial_parsing/test_file_diff.py @@ -1,6 +1,8 @@ import os +import pytest -from dbt.tests.util import run_dbt, write_artifact +from dbt.tests.util import run_dbt, write_artifact, write_file +from tests.functional.partial_parsing.fixtures import model_one_sql, model_two_sql first_file_diff = { @@ -17,7 +19,7 @@ } -class TestFileDiffs: +class TestFileDiffPaths: def test_file_diffs(self, project): os.environ["DBT_PP_FILE_DIFF_TEST"] = "true" @@ -35,3 +37,27 @@ def test_file_diffs(self, project): write_artifact(second_file_diff, "file_diff.json") results = run_dbt() assert len(results) == 2 + + +class TestFileDiffs: + @pytest.fixture(scope="class") + def models(self): + return { + "model_one.sql": model_one_sql, + } + + def test_no_file_diffs(self, project): + # We start with a project with one model + manifest = run_dbt(["parse"]) + assert len(manifest.nodes) == 1 + + # add a model file + write_file(model_two_sql, project.project_root, "models", "model_two.sql") + + # parse without computing a file diff + manifest = run_dbt(["--partial-parse", "--no-partial-parse-file-diff", "parse"]) + assert len(manifest.nodes) == 1 + + # default behaviour - parse with computing a file diff + manifest = run_dbt(["--partial-parse", "parse"]) + assert len(manifest.nodes) == 2 diff --git a/tests/functional/partial_parsing/test_partial_parsing.py b/tests/functional/partial_parsing/test_partial_parsing.py index fdaa2ff0f9c..cd89fd0d014 100644 --- a/tests/functional/partial_parsing/test_partial_parsing.py +++ b/tests/functional/partial_parsing/test_partial_parsing.py @@ -1,4 +1,5 @@ import pytest +from unittest import mock from dbt.tests.util import run_dbt, get_manifest, write_file, rm_file, run_dbt_and_capture from dbt.tests.fixtures.project import write_project_files @@ -8,8 +9,6 @@ models_schema1_yml, models_schema2_yml, models_schema2b_yml, - models_versions_schema_yml, - models_versions_updated_schema_yml, model_three_sql, model_three_modified_sql, model_four1_sql, @@ -55,6 +54,7 @@ gsm_override_sql, gsm_override2_sql, orders_sql, + orders_downstream_sql, snapshot_sql, snapshot2_sql, generic_schema_yml, @@ -65,11 +65,15 @@ groups_schema_yml_two_groups, groups_schema_yml_two_groups_edited, groups_schema_yml_one_group_model_in_group2, + groups_schema_yml_two_groups_private_orders_valid_access, + groups_schema_yml_two_groups_private_orders_invalid_access, ) from dbt.exceptions import CompilationError, ParsingError from dbt.contracts.files import ParseFileType from dbt.contracts.results import TestStatus +from dbt.plugins.manifest import PluginNodes, ModelNodeArgs + import re import os @@ -298,44 +302,6 @@ def test_pp_models(self, project): assert model_id not in manifest.disabled -class TestVersionedModels: - @pytest.fixture(scope="class") - def models(self): - return { - "model_one.sql": model_one_sql, - "model_one_v2.sql": model_one_sql, - "schema.yml": models_versions_schema_yml, - } - - def test_pp_versioned_models(self, project): - results = run_dbt(["run"]) - assert len(results) == 2 - - manifest = get_manifest(project.project_root) - model_one_node = manifest.nodes["model.test.model_one.v1"] - assert not model_one_node.is_latest_version - model_two_node = manifest.nodes["model.test.model_one.v2"] - assert model_two_node.is_latest_version - - # update versions schema.yml block - latest_version from 2 to 1 - write_file( - models_versions_updated_schema_yml, project.project_root, "models", "schema.yml" - ) - results = run_dbt(["--partial-parse", "run"]) - assert len(results) == 2 - - manifest = get_manifest(project.project_root) - model_one_node = manifest.nodes["model.test.model_one.v1"] - assert model_one_node.is_latest_version - model_two_node = manifest.nodes["model.test.model_one.v2"] - assert not model_two_node.is_latest_version - - # update versioned model - write_file(model_two_sql, project.project_root, "models", "model_one_v2.sql") - results = run_dbt(["--partial-parse", "run"]) - assert len(results) == 2 - - class TestSources: @pytest.fixture(scope="class") def models(self): @@ -692,6 +658,7 @@ class TestGroups: def models(self): return { "orders.sql": orders_sql, + "orders_downstream.sql": orders_downstream_sql, "schema.yml": groups_schema_yml_one_group, } @@ -699,49 +666,49 @@ def test_pp_groups(self, project): # initial run results = run_dbt() - assert len(results) == 1 + assert len(results) == 2 manifest = get_manifest(project.project_root) - expected_nodes = ["model.test.orders"] + expected_nodes = ["model.test.orders", "model.test.orders_downstream"] expected_groups = ["group.test.test_group"] - assert expected_nodes == list(manifest.nodes.keys()) - assert expected_groups == list(manifest.groups.keys()) + assert expected_nodes == sorted(list(manifest.nodes.keys())) + assert expected_groups == sorted(list(manifest.groups.keys())) # add group to schema write_file(groups_schema_yml_two_groups, project.project_root, "models", "schema.yml") results = run_dbt(["--partial-parse", "run"]) - assert len(results) == 1 + assert len(results) == 2 manifest = get_manifest(project.project_root) - expected_nodes = ["model.test.orders"] + expected_nodes = ["model.test.orders", "model.test.orders_downstream"] expected_groups = ["group.test.test_group", "group.test.test_group2"] - assert expected_nodes == list(manifest.nodes.keys()) - assert expected_groups == list(manifest.groups.keys()) + assert expected_nodes == sorted(list(manifest.nodes.keys())) + assert expected_groups == sorted(list(manifest.groups.keys())) # edit group in schema write_file( groups_schema_yml_two_groups_edited, project.project_root, "models", "schema.yml" ) results = run_dbt(["--partial-parse", "run"]) - assert len(results) == 1 + assert len(results) == 2 manifest = get_manifest(project.project_root) - expected_nodes = ["model.test.orders"] + expected_nodes = ["model.test.orders", "model.test.orders_downstream"] expected_groups = ["group.test.test_group", "group.test.test_group2_edited"] - assert expected_nodes == list(manifest.nodes.keys()) - assert expected_groups == list(manifest.groups.keys()) + assert expected_nodes == sorted(list(manifest.nodes.keys())) + assert expected_groups == sorted(list(manifest.groups.keys())) # delete group in schema write_file(groups_schema_yml_one_group, project.project_root, "models", "schema.yml") results = run_dbt(["--partial-parse", "run"]) - assert len(results) == 1 + assert len(results) == 2 manifest = get_manifest(project.project_root) - expected_nodes = ["model.test.orders"] + expected_nodes = ["model.test.orders", "model.test.orders_downstream"] expected_groups = ["group.test.test_group"] - assert expected_nodes == list(manifest.nodes.keys()) - assert expected_groups == list(manifest.groups.keys()) + assert expected_nodes == sorted(list(manifest.nodes.keys())) + assert expected_groups == sorted(list(manifest.groups.keys())) # add back second group write_file(groups_schema_yml_two_groups, project.project_root, "models", "schema.yml") results = run_dbt(["--partial-parse", "run"]) - assert len(results) == 1 + assert len(results) == 2 # remove second group with model still configured to second group write_file( @@ -752,3 +719,130 @@ def test_pp_groups(self, project): ) with pytest.raises(ParsingError): results = run_dbt(["--partial-parse", "run"]) + + # add back second group, make orders private with valid ref + write_file( + groups_schema_yml_two_groups_private_orders_valid_access, + project.project_root, + "models", + "schema.yml", + ) + results = run_dbt(["--partial-parse", "run"]) + assert len(results) == 2 + + write_file( + groups_schema_yml_two_groups_private_orders_invalid_access, + project.project_root, + "models", + "schema.yml", + ) + with pytest.raises(ParsingError): + results = run_dbt(["--partial-parse", "run"]) + + +class TestExternalModels: + @pytest.fixture(scope="class") + def external_model_node(self): + return ModelNodeArgs( + name="external_model", + package_name="external", + identifier="test_identifier", + schema="test_schema", + ) + + @pytest.fixture(scope="class") + def external_model_node_versioned(self): + return ModelNodeArgs( + name="external_model_versioned", + package_name="external", + identifier="test_identifier_v1", + schema="test_schema", + version=1, + ) + + @pytest.fixture(scope="class") + def external_model_node_depends_on(self): + return ModelNodeArgs( + name="external_model_depends_on", + package_name="external", + identifier="test_identifier_depends_on", + schema="test_schema", + depends_on_nodes=["model.external.external_model_depends_on_parent"], + ) + + @pytest.fixture(scope="class") + def external_model_node_depends_on_parent(self): + return ModelNodeArgs( + name="external_model_depends_on_parent", + package_name="external", + identifier="test_identifier_depends_on_parent", + schema="test_schema", + ) + + @pytest.fixture(scope="class") + def models(self): + return {"model_one.sql": model_one_sql} + + @mock.patch("dbt.plugins.get_plugin_manager") + def test_pp_external_models( + self, + get_plugin_manager, + project, + external_model_node, + external_model_node_versioned, + external_model_node_depends_on, + external_model_node_depends_on_parent, + ): + # initial plugin - one external model + external_nodes = PluginNodes() + external_nodes.add_model(external_model_node) + get_plugin_manager.return_value.get_nodes.return_value = external_nodes + + # initial parse + manifest = run_dbt(["parse"]) + assert len(manifest.nodes) == 2 + assert set(manifest.nodes.keys()) == { + "model.external.external_model", + "model.test.model_one", + } + assert len(manifest.external_node_unique_ids) == 1 + assert manifest.external_node_unique_ids == ["model.external.external_model"] + + # add a model file + write_file(model_two_sql, project.project_root, "models", "model_two.sql") + manifest = run_dbt(["--partial-parse", "parse"]) + assert len(manifest.nodes) == 3 + + # add an external model + external_nodes.add_model(external_model_node_versioned) + manifest = run_dbt(["--partial-parse", "parse"]) + assert len(manifest.nodes) == 4 + assert len(manifest.external_node_unique_ids) == 2 + + # add a model file that depends on external model + write_file( + "SELECT * FROM {{ref('external', 'external_model')}}", + project.project_root, + "models", + "model_depends_on_external.sql", + ) + manifest = run_dbt(["--partial-parse", "parse"]) + assert len(manifest.nodes) == 5 + assert len(manifest.external_node_unique_ids) == 2 + + # remove a model file that depends on external model + rm_file(project.project_root, "models", "model_depends_on_external.sql") + manifest = run_dbt(["--partial-parse", "parse"]) + assert len(manifest.nodes) == 4 + + # add an external node with depends on + external_nodes.add_model(external_model_node_depends_on) + external_nodes.add_model(external_model_node_depends_on_parent) + manifest = run_dbt(["--partial-parse", "parse"]) + assert len(manifest.nodes) == 6 + assert len(manifest.external_node_unique_ids) == 4 + + # skip files parsing - ensure no issues + run_dbt(["--partial-parse", "parse"]) + assert len(manifest.nodes) == 6 + assert len(manifest.external_node_unique_ids) == 4 diff --git a/tests/functional/partial_parsing/test_pp_disabled_config.py b/tests/functional/partial_parsing/test_pp_disabled_config.py index c590884c41e..03d2e8a728b 100644 --- a/tests/functional/partial_parsing/test_pp_disabled_config.py +++ b/tests/functional/partial_parsing/test_pp_disabled_config.py @@ -5,25 +5,42 @@ select 1 as fun """ +metricflow_time_spine_sql = """ +SELECT to_date('02/20/2023', 'mm/dd/yyyy') as date_day +""" + schema1_yml = """ version: 2 models: - name: model_one +semantic_models: + - name: semantic_people + model: ref('model_one') + dimensions: + - name: created_at + type: TIME + type_params: + time_granularity: day + measures: + - name: people + agg: count + expr: fun + entities: + - name: fun + type: primary + defaults: + agg_time_dimension: created_at + metrics: - name: number_of_people label: "Number of people" description: Total count of people - model: "ref('model_one')" - calculation_method: count - expression: "*" - timestamp: created_at - time_grains: [day, week, month] - dimensions: - - favorite_color - - loves_dbt + type: simple + type_params: + measure: people meta: my_meta: 'testing' @@ -44,6 +61,24 @@ models: - name: model_one +semantic_models: + - name: semantic_people + model: ref('model_one') + dimensions: + - name: created_at + type: TIME + type_params: + time_granularity: day + measures: + - name: people + agg: count + expr: fun + entities: + - name: fun + type: primary + defaults: + agg_time_dimension: created_at + metrics: - name: number_of_people @@ -51,14 +86,9 @@ description: Total count of people config: enabled: false - model: "ref('model_one')" - calculation_method: count - expression: "*" - timestamp: created_at - time_grains: [day, week, month] - dimensions: - - favorite_color - - loves_dbt + type: simple + type_params: + measure: people meta: my_meta: 'testing' @@ -81,19 +111,32 @@ models: - name: model_one +semantic_models: + - name: semantic_people + model: ref('model_one') + dimensions: + - name: created_at + type: TIME + type_params: + time_granularity: day + measures: + - name: people + agg: count + expr: fun + entities: + - name: fun + type: primary + defaults: + agg_time_dimension: created_at + metrics: - name: number_of_people label: "Number of people" description: Total count of people - model: "ref('model_one')" - calculation_method: count - expression: "*" - timestamp: created_at - time_grains: [day, week, month] - dimensions: - - favorite_color - - loves_dbt + type: simple + type_params: + measure: people meta: my_meta: 'testing' """ @@ -123,6 +166,7 @@ class TestDisabled: def models(self): return { "model_one.sql": model_one_sql, + "metricflow_time_spine.sql": metricflow_time_spine_sql, "schema.yml": schema1_yml, } @@ -131,10 +175,8 @@ def test_pp_disabled(self, project): expected_metric = "metric.test.number_of_people" run_dbt(["seed"]) - results = run_dbt(["run"]) - assert len(results) == 1 + manifest = run_dbt(["parse"]) - manifest = get_manifest(project.project_root) assert expected_exposure in manifest.exposures assert expected_metric in manifest.metrics assert expected_exposure not in manifest.disabled @@ -143,7 +185,7 @@ def test_pp_disabled(self, project): # Update schema file with disabled metric and exposure write_file(schema2_yml, project.project_root, "models", "schema.yml") results = run_dbt(["--partial-parse", "run"]) - assert len(results) == 1 + assert len(results) == 2 manifest = get_manifest(project.project_root) assert expected_exposure not in manifest.exposures assert expected_metric not in manifest.metrics @@ -153,7 +195,7 @@ def test_pp_disabled(self, project): # Update schema file with enabled metric and exposure write_file(schema1_yml, project.project_root, "models", "schema.yml") results = run_dbt(["--partial-parse", "run"]) - assert len(results) == 1 + assert len(results) == 2 manifest = get_manifest(project.project_root) assert expected_exposure in manifest.exposures assert expected_metric in manifest.metrics @@ -163,7 +205,7 @@ def test_pp_disabled(self, project): # Update schema file - remove exposure, enable metric write_file(schema3_yml, project.project_root, "models", "schema.yml") results = run_dbt(["--partial-parse", "run"]) - assert len(results) == 1 + assert len(results) == 2 manifest = get_manifest(project.project_root) assert expected_exposure not in manifest.exposures assert expected_metric in manifest.metrics @@ -173,7 +215,7 @@ def test_pp_disabled(self, project): # Update schema file - add back exposure, remove metric write_file(schema4_yml, project.project_root, "models", "schema.yml") results = run_dbt(["--partial-parse", "run"]) - assert len(results) == 1 + assert len(results) == 2 manifest = get_manifest(project.project_root) assert expected_exposure not in manifest.exposures assert expected_metric not in manifest.metrics diff --git a/tests/functional/partial_parsing/test_pp_metrics.py b/tests/functional/partial_parsing/test_pp_metrics.py index c54829ef030..da994e09808 100644 --- a/tests/functional/partial_parsing/test_pp_metrics.py +++ b/tests/functional/partial_parsing/test_pp_metrics.py @@ -1,9 +1,10 @@ import pytest -from dbt.contracts.graph.nodes import RefArgs from dbt.tests.util import run_dbt, write_file, get_manifest from tests.functional.partial_parsing.fixtures import ( people_sql, + metricflow_time_spine_sql, + people_semantic_models_yml, people_metrics_yml, people_metrics2_yml, metric_model_a_sql, @@ -18,53 +19,64 @@ class TestMetrics: def models(self): return { "people.sql": people_sql, + "metricflow_time_spine.sql": metricflow_time_spine_sql, } def test_metrics(self, project): # initial run results = run_dbt(["run"]) - assert len(results) == 1 + assert len(results) == 2 manifest = get_manifest(project.project_root) - assert len(manifest.nodes) == 1 + assert len(manifest.nodes) == 2 - # Add metrics yaml file + # Add metrics yaml file (and necessary semantic models yaml) + write_file( + people_semantic_models_yml, + project.project_root, + "models", + "people_semantic_models.yml", + ) write_file(people_metrics_yml, project.project_root, "models", "people_metrics.yml") results = run_dbt(["run"]) - assert len(results) == 1 + assert len(results) == 2 manifest = get_manifest(project.project_root) assert len(manifest.metrics) == 2 metric_people_id = "metric.test.number_of_people" - metric_tenure_id = "metric.test.collective_tenure" metric_people = manifest.metrics[metric_people_id] - metric_tenure = manifest.metrics[metric_tenure_id] expected_meta = {"my_meta": "testing"} assert metric_people.meta == expected_meta - assert metric_people.refs == [RefArgs(name="people")] - assert metric_tenure.refs == [RefArgs(name="people")] - expected_depends_on_nodes = ["model.test.people"] - assert metric_people.depends_on.nodes == expected_depends_on_nodes + + # TODO: Bring back when we resolving `depends_on_nodes` + # metric_tenure_id = "metric.test.collective_tenure" + # metric_tenure = manifest.metrics[metric_tenure_id] + # assert metric_people.refs == [RefArgs(name="people")] + # assert metric_tenure.refs == [RefArgs(name="people")] + # expected_depends_on_nodes = ["model.test.people"] + # assert metric_people.depends_on.nodes == expected_depends_on_nodes # Change metrics yaml files write_file(people_metrics2_yml, project.project_root, "models", "people_metrics.yml") results = run_dbt(["run"]) - assert len(results) == 1 + assert len(results) == 2 manifest = get_manifest(project.project_root) metric_people = manifest.metrics[metric_people_id] expected_meta = {"my_meta": "replaced"} assert metric_people.meta == expected_meta - expected_depends_on_nodes = ["model.test.people"] - assert metric_people.depends_on.nodes == expected_depends_on_nodes + # TODO: Bring back when we resolving `depends_on_nodes` + # expected_depends_on_nodes = ["model.test.people"] + # assert metric_people.depends_on.nodes == expected_depends_on_nodes # Add model referring to metric write_file(metric_model_a_sql, project.project_root, "models", "metric_model_a.sql") results = run_dbt(["run"]) manifest = get_manifest(project.project_root) - model_a = manifest.nodes["model.test.metric_model_a"] - expected_depends_on_nodes = [ - "metric.test.number_of_people", - "metric.test.collective_tenure", - ] - assert model_a.depends_on.nodes == expected_depends_on_nodes + # TODO: Bring back when we resolving `depends_on_nodes` + # model_a = manifest.nodes["model.test.metric_model_a"] + # expected_depends_on_nodes = [ + # "metric.test.number_of_people", + # "metric.test.collective_tenure", + # ] + # assert model_a.depends_on.nodes == expected_depends_on_nodes # Then delete a metric write_file(people_metrics3_yml, project.project_root, "models", "people_metrics.yml") diff --git a/plugins/postgres/dbt/include/postgres/macros/materializations/materialized_view/create.sql b/tests/functional/partial_parsing/test_pp_semantic_models.py similarity index 100% rename from plugins/postgres/dbt/include/postgres/macros/materializations/materialized_view/create.sql rename to tests/functional/partial_parsing/test_pp_semantic_models.py diff --git a/tests/functional/partial_parsing/test_pp_vars.py b/tests/functional/partial_parsing/test_pp_vars.py index a73d250eb30..f57fca06b1e 100644 --- a/tests/functional/partial_parsing/test_pp_vars.py +++ b/tests/functional/partial_parsing/test_pp_vars.py @@ -17,8 +17,10 @@ env_var_schema3_yml, env_var_schema_yml, env_var_sources_yml, + metricflow_time_spine_sql, model_color_sql, model_one_sql, + people_semantic_models_yml, people_sql, raw_customers_csv, test_color_sql, @@ -228,6 +230,12 @@ def test_env_vars_models(self, project): # Add a metrics file with env_vars os.environ["ENV_VAR_METRICS"] = "TeStInG" write_file(people_sql, project.project_root, "models", "people.sql") + write_file( + metricflow_time_spine_sql, project.project_root, "models", "metricflow_time_spine.sql" + ) + write_file( + people_semantic_models_yml, project.project_root, "models", "semantic_models.yml" + ) write_file(env_var_metrics_yml, project.project_root, "models", "metrics.yml") results = run_dbt(["run"]) manifest = get_manifest(project.project_root) diff --git a/tests/functional/partial_parsing/test_versioned_models.py b/tests/functional/partial_parsing/test_versioned_models.py new file mode 100644 index 00000000000..06e56d9c0cd --- /dev/null +++ b/tests/functional/partial_parsing/test_versioned_models.py @@ -0,0 +1,126 @@ +import pytest +import pathlib +from dbt.tests.util import ( + run_dbt, + get_manifest, + write_file, + rm_file, + read_file, +) +from dbt.exceptions import DuplicateVersionedUnversionedError + +model_one_sql = """ +select 1 as fun +""" + +model_one_downstream_sql = """ +select fun from {{ ref('model_one') }} +""" + +models_versions_schema_yml = """ + +models: + - name: model_one + description: "The first model" + versions: + - v: 1 + - v: 2 +""" + +models_versions_defined_in_schema_yml = """ +models: + - name: model_one + description: "The first model" + versions: + - v: 1 + - v: 2 + defined_in: model_one_different +""" + +models_versions_updated_schema_yml = """ +models: + - name: model_one + latest_version: 1 + description: "The first model" + versions: + - v: 1 + - v: 2 + defined_in: model_one_different +""" + +model_two_sql = """ +select 1 as notfun +""" + + +class TestVersionedModels: + @pytest.fixture(scope="class") + def models(self): + return { + "model_one_v1.sql": model_one_sql, + "model_one.sql": model_one_sql, + "model_one_downstream.sql": model_one_downstream_sql, + "schema.yml": models_versions_schema_yml, + } + + def test_pp_versioned_models(self, project): + results = run_dbt(["run"]) + assert len(results) == 3 + + manifest = get_manifest(project.project_root) + model_one_node = manifest.nodes["model.test.model_one.v1"] + assert not model_one_node.is_latest_version + model_two_node = manifest.nodes["model.test.model_one.v2"] + assert model_two_node.is_latest_version + # assert unpinned ref points to latest version + model_one_downstream_node = manifest.nodes["model.test.model_one_downstream"] + assert model_one_downstream_node.depends_on.nodes == ["model.test.model_one.v2"] + + # update schema.yml block - model_one is now 'defined_in: model_one_different' + rm_file(project.project_root, "models", "model_one.sql") + write_file(model_one_sql, project.project_root, "models", "model_one_different.sql") + write_file( + models_versions_defined_in_schema_yml, project.project_root, "models", "schema.yml" + ) + results = run_dbt(["--partial-parse", "run"]) + assert len(results) == 3 + + # update versions schema.yml block - latest_version from 2 to 1 + write_file( + models_versions_updated_schema_yml, project.project_root, "models", "schema.yml" + ) + # This is where the test was failings in a CI run with: + # relation \"test..._test_partial_parsing.model_one_downstream\" does not exist + # because in core/dbt/include/global_project/macros/materializations/models/view/view.sql + # "existing_relation" didn't actually exist by the time it gets to the rename of the + # existing relation. + (pathlib.Path(project.project_root) / "log_output").mkdir(parents=True, exist_ok=True) + results = run_dbt( + ["--partial-parse", "--log-format-file", "json", "--log-path", "log_output", "run"] + ) + assert len(results) == 3 + + manifest = get_manifest(project.project_root) + model_one_node = manifest.nodes["model.test.model_one.v1"] + assert model_one_node.is_latest_version + model_two_node = manifest.nodes["model.test.model_one.v2"] + assert not model_two_node.is_latest_version + # assert unpinned ref points to latest version + model_one_downstream_node = manifest.nodes["model.test.model_one_downstream"] + assert model_one_downstream_node.depends_on.nodes == ["model.test.model_one.v1"] + + # assert unpinned ref to latest-not-max version yields an "FYI" info-level log + log_output = read_file("log_output", "dbt.log").replace("\n", " ").replace("\\n", " ") + assert "UnpinnedRefNewVersionAvailable" in log_output + + # update versioned model + write_file(model_two_sql, project.project_root, "models", "model_one_different.sql") + results = run_dbt(["--partial-parse", "run"]) + assert len(results) == 3 + manifest = get_manifest(project.project_root) + assert len(manifest.nodes) == 3 + + # create a new model_one in model_one.sql and re-parse + write_file(model_one_sql, project.project_root, "models", "model_one.sql") + with pytest.raises(DuplicateVersionedUnversionedError): + run_dbt(["parse"]) diff --git a/tests/functional/profiles/test_profile_dir.py b/tests/functional/profiles/test_profile_dir.py index e6871ba0a59..b9237af5dce 100644 --- a/tests/functional/profiles/test_profile_dir.py +++ b/tests/functional/profiles/test_profile_dir.py @@ -9,6 +9,7 @@ import dbt.flags as flags from dbt.tests.util import ( + run_dbt, run_dbt_and_capture, write_file, rm_file, @@ -89,6 +90,15 @@ def environ(env): os.environ[key] = value +class TestProfilesMayNotExist: + def test_debug(self, project): + # The database will not be able to connect; expect neither a pass or a failure (but not an exception) + run_dbt(["debug", "--profiles-dir", "does_not_exist"], expect_pass=None) + + def test_deps(self, project): + run_dbt(["deps", "--profiles-dir", "does_not_exist"]) + + class TestProfiles: def dbt_debug(self, project_dir_cli_arg=None, profiles_dir_cli_arg=None): # begin with no command-line args or user config (from profiles.yml) diff --git a/tests/functional/profiles/test_profiles_yml.py b/tests/functional/profiles/test_profiles_yml.py new file mode 100644 index 00000000000..50771c24132 --- /dev/null +++ b/tests/functional/profiles/test_profiles_yml.py @@ -0,0 +1,64 @@ +import pathlib +from test_profile_dir import environ + +from dbt.cli.main import dbtRunner + +jinjaesque_password = "no{{jinja{%re{#ndering" + +profile_with_jinjaesque_password = f"""test: + outputs: + default: + dbname: my_db + host: localhost + password: {jinjaesque_password} + port: 12345 + schema: dummy + threads: 4 + type: postgres + user: peter.webb + target: default +""" + +profile_with_env_password = """test: + outputs: + default: + dbname: my_db + host: localhost + password: "{{ env_var('DBT_PASSWORD') }}" + port: 12345 + schema: dummy + threads: 4 + type: postgres + user: peter.webb + target: default +""" + + +class TestProfileParsing: + def write_profiles_yml(self, profiles_root, content) -> None: + with open(pathlib.Path(profiles_root, "profiles.yml"), "w") as profiles_yml: + profiles_yml.write(content) + + def test_password_not_jinja_rendered_when_invalid(self, project, profiles_root) -> None: + """Verifies that passwords that contain Jinja control characters, but which are + not valid Jinja, do not cause errors.""" + self.write_profiles_yml(profiles_root, profile_with_jinjaesque_password) + + events = [] + result = dbtRunner(callbacks=[events.append]).invoke(["parse"]) + assert result.success + + for e in events: + assert "no{{jinja{%re{#ndering" not in e.info.msg + + def test_password_jinja_rendered_when_valid(self, project, profiles_root) -> None: + """Verifies that a password value that is valid Jinja is rendered as such, + and that it doesn't cause problems if the resulting value looks like Jinja""" + self.write_profiles_yml(profiles_root, profile_with_env_password) + + events = [] + with environ({"DBT_PASSWORD": jinjaesque_password}): + result = dbtRunner(callbacks=[events.append]).invoke(["parse"]) + + assert result.success + assert project.adapter.config.credentials.password == jinjaesque_password diff --git a/tests/functional/ref_override/test_ref_override.py b/tests/functional/ref_override/test_ref_override.py index 9a6b1def435..d77dcc78bc4 100644 --- a/tests/functional/ref_override/test_ref_override.py +++ b/tests/functional/ref_override/test_ref_override.py @@ -1,7 +1,6 @@ import pytest from dbt.tests.util import run_dbt, check_relations_equal -from dbt.tests.fixtures.project import write_project_files models__ref_override_sql = """ @@ -28,52 +27,120 @@ 3,6""" -@pytest.fixture(scope="class") -def models(): - return {"ref_override.sql": models__ref_override_sql} +class TestRefOverride: + @pytest.fixture(scope="class") + def models(self): + return {"ref_override.sql": models__ref_override_sql} + @pytest.fixture(scope="class") + def macros(self): + return {"ref_override_macro.sql": macros__ref_override_macro_sql} -@pytest.fixture(scope="class") -def macros(): - return {"ref_override_macro.sql": macros__ref_override_macro_sql} + @pytest.fixture(scope="class") + def seeds(self): + return {"seed_2.csv": seeds__seed_2_csv, "seed_1.csv": seeds__seed_1_csv} + def test_ref_override( + self, + project, + ): + run_dbt(["seed"]) + run_dbt(["run"]) -@pytest.fixture(scope="class") -def seeds(): - return {"seed_2.csv": seeds__seed_2_csv, "seed_1.csv": seeds__seed_1_csv} + # We want it to equal seed_2 and not seed_1. If it's + # still pointing at seed_1 then the override hasn't worked. + check_relations_equal(project.adapter, ["ref_override", "seed_2"]) -@pytest.fixture(scope="class") -def project_files( - project_root, - models, - macros, - seeds, -): - write_project_files(project_root, "models", models) - write_project_files(project_root, "macros", macros) - write_project_files(project_root, "seeds", seeds) +models__version_ref_override_sql = """ +select + * +from {{ ref('versioned_model', version=1) }} +""" +models__package_ref_override_sql = """ +select + * +from {{ ref('package', 'versioned_model') }} +""" -class TestRefOverride: +models__package_version_ref_override_sql = """ +select + * +from {{ ref('package', 'versioned_model', version=1) }} +""" + +models__v1_sql = """ +select 1 +""" + +models__v2_sql = """ +select 2 +""" + +schema__versions_yml = """ +models: + - name: versioned_model + versions: + - v: 1 + - v: 2 +""" + +macros__package_version_ref_override_macro_sql = """ +-- Macro to override ref and always return the same result +{% macro ref() %} +-- extract user-provided positional and keyword arguments +{% set version = kwargs.get('version') %} +{% set packagename = none %} +{%- if (varargs | length) == 1 -%} + {% set modelname = varargs[0] %} +{%- else -%} + {% set packagename = varargs[0] %} + {% set modelname = varargs[1] %} +{% endif %} + +{%- set version_override = 2 -%} +{%- set packagename_override = 'test' -%} +-- call builtins.ref based on provided positional arguments +{% if packagename is not none %} + {% do return(builtins.ref(packagename_override, modelname, version=version_override)) %} +{% else %} + {% do return(builtins.ref(modelname, version=version_override)) %} +{% endif %} + +{% endmacro %} +""" + + +class TestAdvancedRefOverride: @pytest.fixture(scope="class") - def project_config_update(self): + def models(self): return { - "config-version": 2, - "seed-paths": ["seeds"], - "macro-paths": ["macros"], - "seeds": { - "quote_columns": False, - }, + "version_ref_override.sql": models__version_ref_override_sql, + "package_ref_override.sql": models__package_ref_override_sql, + "package_version_ref_override.sql": models__package_version_ref_override_sql, + "versioned_model_v1.sql": models__v1_sql, + "versioned_model_v2.sql": models__v2_sql, + "model.sql": models__v1_sql, + "schema.yml": schema__versions_yml, } + @pytest.fixture(scope="class") + def macros(self): + return {"ref_override_macro.sql": macros__package_version_ref_override_macro_sql} + def test_ref_override( self, project, ): - run_dbt(["seed"]) run_dbt(["run"]) - # We want it to equal seed_2 and not seed_1. If it's - # still pointing at seed_1 then the override hasn't worked. - check_relations_equal(project.adapter, ["ref_override", "seed_2"]) + # We want versioned_ref_override to equal to versioned_model_v2, otherwise the + # ref override macro has not worked + check_relations_equal(project.adapter, ["version_ref_override", "versioned_model_v2"]) + + check_relations_equal(project.adapter, ["package_ref_override", "versioned_model_v2"]) + + check_relations_equal( + project.adapter, ["package_version_ref_override", "versioned_model_v2"] + ) diff --git a/tests/functional/retry/fixtures.py b/tests/functional/retry/fixtures.py new file mode 100644 index 00000000000..1c063b4490a --- /dev/null +++ b/tests/functional/retry/fixtures.py @@ -0,0 +1,47 @@ +models__sample_model = """select 1 as id, baz as foo""" +models__second_model = """select 1 as id, 2 as bar""" + +models__union_model = """ +select foo + bar as sum3 from {{ ref('sample_model') }} +left join {{ ref('second_model') }} on sample_model.id = second_model.id +""" + +schema_yml = """ +models: + - name: sample_model + columns: + - name: foo + tests: + - accepted_values: + values: [3] + quote: false + config: + severity: warn + - name: second_model + columns: + - name: bar + tests: + - accepted_values: + values: [3] + quote: false + config: + severity: warn + - name: union_model + columns: + - name: sum3 + tests: + - accepted_values: + values: [3] + quote: false +""" + +macros__alter_timezone_sql = """ +{% macro alter_timezone(timezone='America/Los_Angeles') %} +{% set sql %} + SET TimeZone='{{ timezone }}'; +{% endset %} + +{% do run_query(sql) %} +{% do log("Timezone set to: " + timezone, info=True) %} +{% endmacro %} +""" diff --git a/tests/functional/retry/test_retry.py b/tests/functional/retry/test_retry.py new file mode 100644 index 00000000000..8c322a664c7 --- /dev/null +++ b/tests/functional/retry/test_retry.py @@ -0,0 +1,227 @@ +import pytest + +from dbt.contracts.results import RunStatus, TestStatus +from dbt.exceptions import DbtRuntimeError, TargetNotFoundError +from dbt.tests.util import run_dbt, write_file, rm_file +from tests.functional.retry.fixtures import ( + models__sample_model, + models__union_model, + schema_yml, + models__second_model, + macros__alter_timezone_sql, +) + + +class TestCustomTargetRetry: + @pytest.fixture(scope="class") + def models(self): + return { + "sample_model.sql": models__sample_model, + "second_model.sql": models__second_model, + "schema.yml": schema_yml, + } + + def test_custom_target(self, project): + run_dbt(["build", "--select", "second_model"]) + run_dbt( + ["build", "--select", "sample_model", "--target-path", "target2"], expect_pass=False + ) + + # Regular retry - this is a no op because it's actually running `dbt build --select second_model` + # agian because it's looking at the default target since the custom_target wasn't passed in + results = run_dbt(["retry"]) + assert len(results) == 0 + + # Retry with custom target after fixing the error + fixed_sql = "select 1 as id, 1 as foo" + write_file(fixed_sql, "models", "sample_model.sql") + + results = run_dbt(["retry", "--state", "target2"]) + expected_statuses = { + "sample_model": RunStatus.Success, + "accepted_values_sample_model_foo__False__3": TestStatus.Warn, + } + + assert {n.node.name: n.status for n in results.results} == expected_statuses + + write_file(models__sample_model, "models", "sample_model.sql") + + +class TestRetry: + @pytest.fixture(scope="class") + def models(self): + return { + "sample_model.sql": models__sample_model, + "second_model.sql": models__second_model, + "union_model.sql": models__union_model, + "schema.yml": schema_yml, + } + + @pytest.fixture(scope="class") + def macros(self): + return {"alter_timezone.sql": macros__alter_timezone_sql} + + def test_no_previous_run(self, project): + with pytest.raises( + DbtRuntimeError, match="Could not find previous run in 'target' target directory" + ): + run_dbt(["retry"]) + + with pytest.raises( + DbtRuntimeError, match="Could not find previous run in 'walmart' target directory" + ): + run_dbt(["retry", "--state", "walmart"]) + + def test_previous_run(self, project): + # Regular build + results = run_dbt(["build"], expect_pass=False) + + expected_statuses = { + "sample_model": RunStatus.Error, + "second_model": RunStatus.Success, + "union_model": RunStatus.Skipped, + "accepted_values_sample_model_foo__False__3": RunStatus.Skipped, + "accepted_values_second_model_bar__False__3": TestStatus.Warn, + "accepted_values_union_model_sum3__False__3": RunStatus.Skipped, + } + + assert {n.node.name: n.status for n in results.results} == expected_statuses + + # Ignore second_model which succeeded + results = run_dbt(["retry"], expect_pass=False) + + expected_statuses = { + "sample_model": RunStatus.Error, + "union_model": RunStatus.Skipped, + "accepted_values_union_model_sum3__False__3": RunStatus.Skipped, + "accepted_values_sample_model_foo__False__3": RunStatus.Skipped, + } + + assert {n.node.name: n.status for n in results.results} == expected_statuses + + # Fix sample model and retry, everything should pass + fixed_sql = "select 1 as id, 1 as foo" + write_file(fixed_sql, "models", "sample_model.sql") + + results = run_dbt(["retry"]) + + expected_statuses = { + "sample_model": RunStatus.Success, + "union_model": RunStatus.Success, + "accepted_values_union_model_sum3__False__3": TestStatus.Pass, + "accepted_values_sample_model_foo__False__3": TestStatus.Warn, + } + + assert {n.node.name: n.status for n in results.results} == expected_statuses + + # No failures in previous run, nothing to retry + results = run_dbt(["retry"]) + expected_statuses = {} + assert {n.node.name: n.status for n in results.results} == expected_statuses + + write_file(models__sample_model, "models", "sample_model.sql") + + def test_warn_error(self, project): + # Regular build + results = run_dbt(["--warn-error", "build", "--select", "second_model"], expect_pass=False) + + expected_statuses = { + "second_model": RunStatus.Success, + "accepted_values_second_model_bar__False__3": TestStatus.Fail, + } + + assert {n.node.name: n.status for n in results.results} == expected_statuses + + # Retry regular, should pass + run_dbt(["retry"]) + + # Retry with --warn-error, should fail + run_dbt(["--warn-error", "retry"], expect_pass=False) + + def test_run_operation(self, project): + results = run_dbt( + ["run-operation", "alter_timezone", "--args", "{timezone: abc}"], expect_pass=False + ) + + expected_statuses = { + "macro.test.alter_timezone": RunStatus.Error, + } + + assert {n.unique_id: n.status for n in results.results} == expected_statuses + + results = run_dbt(["retry"], expect_pass=False) + assert {n.unique_id: n.status for n in results.results} == expected_statuses + + def test_removed_file(self, project): + run_dbt(["build"], expect_pass=False) + + rm_file("models", "sample_model.sql") + + with pytest.raises( + TargetNotFoundError, match="depends on a node named 'sample_model' which was not found" + ): + run_dbt(["retry"], expect_pass=False) + + write_file(models__sample_model, "models", "sample_model.sql") + + def test_removed_file_leaf_node(self, project): + write_file(models__sample_model, "models", "third_model.sql") + run_dbt(["build"], expect_pass=False) + + rm_file("models", "third_model.sql") + with pytest.raises(ValueError, match="Couldn't find model 'model.test.third_model'"): + run_dbt(["retry"], expect_pass=False) + + +class TestFailFast: + @pytest.fixture(scope="class") + def models(self): + return { + "sample_model.sql": models__sample_model, + "second_model.sql": models__second_model, + "union_model.sql": models__union_model, + "final_model.sql": "select * from {{ ref('union_model') }};", + } + + def test_fail_fast(self, project): + results = run_dbt(["--fail-fast", "build"], expect_pass=False) + assert {r.node.unique_id: r.status for r in results.results} == { + "model.test.sample_model": RunStatus.Error, + "model.test.second_model": RunStatus.Success, + "model.test.union_model": RunStatus.Skipped, + "model.test.final_model": RunStatus.Skipped, + } + + # Check that retry inherits fail-fast from upstream command (build) + results = run_dbt(["retry"], expect_pass=False) + assert {r.node.unique_id: r.status for r in results.results} == { + "model.test.sample_model": RunStatus.Error, + "model.test.union_model": RunStatus.Skipped, + "model.test.final_model": RunStatus.Skipped, + } + + fixed_sql = "select 1 as id, 1 as foo" + write_file(fixed_sql, "models", "sample_model.sql") + + results = run_dbt(["retry"], expect_pass=False) + assert {r.node.unique_id: r.status for r in results.results} == { + "model.test.sample_model": RunStatus.Success, + "model.test.union_model": RunStatus.Success, + "model.test.final_model": RunStatus.Error, + } + + results = run_dbt(["retry"], expect_pass=False) + assert {r.node.unique_id: r.status for r in results.results} == { + "model.test.final_model": RunStatus.Error, + } + + fixed_sql = "select * from {{ ref('union_model') }}" + write_file(fixed_sql, "models", "final_model.sql") + + results = run_dbt(["retry"]) + assert {r.node.unique_id: r.status for r in results.results} == { + "model.test.final_model": RunStatus.Success, + } + + results = run_dbt(["retry"]) + assert {r.node.unique_id: r.status for r in results.results} == {} diff --git a/tests/functional/run_operations/test_run_operations.py b/tests/functional/run_operations/test_run_operations.py index 68e9fb8c6e0..aa6d908b8ce 100644 --- a/tests/functional/run_operations/test_run_operations.py +++ b/tests/functional/run_operations/test_run_operations.py @@ -1,8 +1,18 @@ import os + import pytest import yaml -from dbt.tests.util import check_table_does_exist, run_dbt +from dbt.exceptions import DbtInternalError +from dbt.tests.util import ( + check_table_does_exist, + run_dbt, + write_file, + mkdir, + run_dbt_and_capture, + rm_dir, + rm_file, +) from tests.functional.run_operations.fixtures import happy_macros_sql, sad_macros_sql, model_sql @@ -66,7 +76,11 @@ def test_macro_exception(self, project): self.run_operation("syntax_error", False) def test_macro_missing(self, project): - self.run_operation("this_macro_does_not_exist", False) + with pytest.raises( + DbtInternalError, + match="dbt could not find a macro with the name 'this_macro_does_not_exist' in any package", + ): + self.run_operation("this_macro_does_not_exist", False) def test_cannot_connect(self, project): self.run_operation("no_args", extra_args=["--target", "noaccess"], expect_pass=False) @@ -90,3 +104,38 @@ def test_access_graph(self, project): def test_print(self, project): # Tests that calling the `print()` macro does not cause an exception self.run_operation("print_something") + + def test_run_operation_local_macro(self, project): + pkg_macro = """ +{% macro something_cool() %} + {{ log("something cool", info=true) }} +{% endmacro %} + """ + + mkdir("pkg/macros") + + write_file(pkg_macro, "pkg/macros/something_cool.sql") + + pkg_yaml = """ +packages: + - local: pkg + """ + + write_file(pkg_yaml, "packages.yml") + + pkg_dbt_project = """ +name: 'pkg' + """ + + write_file(pkg_dbt_project, "pkg/dbt_project.yml") + + run_dbt(["deps"]) + + results, log_output = run_dbt_and_capture(["run-operation", "something_cool"]) + assert "something cool" in log_output + + results, log_output = run_dbt_and_capture(["run-operation", "pkg.something_cool"]) + assert "something cool" in log_output + + rm_dir("pkg") + rm_file("packages.yml") diff --git a/tests/functional/run_query/test_types.py b/tests/functional/run_query/test_types.py index 825d3793895..4c5effa0dd5 100644 --- a/tests/functional/run_query/test_types.py +++ b/tests/functional/run_query/test_types.py @@ -1,5 +1,6 @@ import pytest +from dbt.contracts.results import NodeStatus from dbt.tests.util import run_dbt macros_sql = """ @@ -30,4 +31,4 @@ def macros(self): def test_nested_types(self, project): result = run_dbt(["run-operation", "test_array_results"]) - assert result.success + assert result.results[0].status == NodeStatus.Success diff --git a/tests/functional/semantic_models/fixtures.py b/tests/functional/semantic_models/fixtures.py new file mode 100644 index 00000000000..12cb3d9d68b --- /dev/null +++ b/tests/functional/semantic_models/fixtures.py @@ -0,0 +1,238 @@ +simple_metricflow_time_spine_sql = """ +SELECT to_date('02/20/2023', 'mm/dd/yyyy') as date_day +""" + +models_people_sql = """ +select 1 as id, 'Drew' as first_name, 'Banin' as last_name, 'yellow' as favorite_color, true as loves_dbt, 5 as tenure, current_timestamp as created_at +union all +select 2 as id, 'Jeremy' as first_name, 'Cohen' as last_name, 'indigo' as favorite_color, true as loves_dbt, 4 as tenure, current_timestamp as created_at +union all +select 3 as id, 'Callum' as first_name, 'McCann' as last_name, 'emerald' as favorite_color, true as loves_dbt, 0 as tenure, current_timestamp as created_at +""" + +groups_yml = """ +version: 2 + +groups: + - name: some_group + owner: + email: me@gmail.com + - name: some_other_group + owner: + email: me@gmail.com +""" + +models_people_metrics_yml = """ +version: 2 + +metrics: + - name: number_of_people + label: "Number of people" + description: Total count of people + type: simple + type_params: + measure: people + meta: + my_meta: 'testing' +""" + +disabled_models_people_metrics_yml = """ +version: 2 + +metrics: + - name: number_of_people + config: + enabled: false + group: some_group + label: "Number of people" + description: Total count of people + type: simple + type_params: + measure: people + meta: + my_meta: 'testing' +""" + +semantic_model_people_yml = """ +version: 2 + +semantic_models: + - name: semantic_people + model: ref('people') + dimensions: + - name: favorite_color + type: categorical + - name: created_at + type: TIME + type_params: + time_granularity: day + measures: + - name: years_tenure + agg: SUM + expr: tenure + - name: people + agg: count + expr: id + entities: + - name: id + type: primary + defaults: + agg_time_dimension: created_at +""" + +enabled_semantic_model_people_yml = """ +version: 2 + +semantic_models: + - name: semantic_people + model: ref('people') + config: + enabled: true + group: some_group + dimensions: + - name: favorite_color + type: categorical + - name: created_at + type: TIME + type_params: + time_granularity: day + measures: + - name: years_tenure + agg: SUM + expr: tenure + - name: people + agg: count + expr: id + entities: + - name: id + type: primary + defaults: + agg_time_dimension: created_at +""" + +disabled_semantic_model_people_yml = """ +version: 2 + +semantic_models: + - name: semantic_people + model: ref('people') + config: + enabled: false + dimensions: + - name: favorite_color + type: categorical + - name: created_at + type: TIME + type_params: + time_granularity: day + measures: + - name: years_tenure + agg: SUM + expr: tenure + - name: people + agg: count + expr: id + entities: + - name: id + type: primary + defaults: + agg_time_dimension: created_at +""" + +schema_yml = """models: + - name: fct_revenue + description: This is the model fct_revenue. It should be able to use doc blocks + +semantic_models: + - name: revenue + description: This is the revenue semantic model. It should be able to use doc blocks + model: ref('fct_revenue') + + defaults: + agg_time_dimension: ds + + measures: + - name: txn_revenue + expr: revenue + agg: sum + agg_time_dimension: ds + create_metric: true + - name: sum_of_things + expr: 2 + agg: sum + agg_time_dimension: ds + - name: has_revenue + expr: true + agg: sum_boolean + agg_time_dimension: ds + - name: discrete_order_value_p99 + expr: order_total + agg: percentile + agg_time_dimension: ds + agg_params: + percentile: 0.99 + use_discrete_percentile: True + use_approximate_percentile: False + - name: test_agg_params_optional_are_empty + expr: order_total + agg: percentile + agg_time_dimension: ds + agg_params: + percentile: 0.99 + - name: test_non_additive + expr: txn_revenue + agg: sum + non_additive_dimension: + name: ds + window_choice: max + + dimensions: + - name: ds + type: time + expr: created_at + type_params: + time_granularity: day + + entities: + - name: user + type: foreign + expr: user_id + - name: id + type: primary + +metrics: + - name: simple_metric + label: Simple Metric + type: simple + type_params: + measure: sum_of_things +""" + +schema_without_semantic_model_yml = """models: + - name: fct_revenue + description: This is the model fct_revenue. It should be able to use doc blocks +""" + +fct_revenue_sql = """select + 1 as id, + 10 as user_id, + 1000 as revenue, + current_timestamp as created_at""" + +metricflow_time_spine_sql = """ +with days as ( + {{dbt_utils.date_spine('day' + , "to_date('01/01/2000','mm/dd/yyyy')" + , "to_date('01/01/2027','mm/dd/yyyy')" + ) + }} +), + +final as ( + select cast(date_day as date) as date_day + from days +) + +select * +from final +""" diff --git a/tests/functional/semantic_models/test_semantic_model_configs.py b/tests/functional/semantic_models/test_semantic_model_configs.py new file mode 100644 index 00000000000..38009cddbe0 --- /dev/null +++ b/tests/functional/semantic_models/test_semantic_model_configs.py @@ -0,0 +1,206 @@ +import pytest +from dbt.exceptions import ParsingError +from dbt.contracts.graph.model_config import SemanticModelConfig + +from dbt.tests.util import run_dbt, update_config_file, get_manifest + +from tests.functional.semantic_models.fixtures import ( + models_people_sql, + metricflow_time_spine_sql, + semantic_model_people_yml, + disabled_models_people_metrics_yml, + models_people_metrics_yml, + disabled_semantic_model_people_yml, + enabled_semantic_model_people_yml, + groups_yml, +) + + +# Test disabled config at semantic_models level in yaml file +class TestConfigYamlLevel: + @pytest.fixture(scope="class") + def models(self): + return { + "people.sql": models_people_sql, + "metricflow_time_spine.sql": metricflow_time_spine_sql, + "semantic_models.yml": disabled_semantic_model_people_yml, + "people_metrics.yml": disabled_models_people_metrics_yml, + "groups.yml": groups_yml, + } + + def test_yaml_level(self, project): + run_dbt(["parse"]) + manifest = get_manifest(project.project_root) + assert "semantic_model.test.semantic_people" not in manifest.semantic_models + assert "semantic_model.test.semantic_people" in manifest.disabled + + assert "group.test.some_group" in manifest.groups + assert "semantic_model.test.semantic_people" not in manifest.groups + + +# Test disabled config at semantic_models level with a still enabled metric +class TestDisabledConfigYamlLevelEnabledMetric: + @pytest.fixture(scope="class") + def models(self): + return { + "people.sql": models_people_sql, + "metricflow_time_spine.sql": metricflow_time_spine_sql, + "semantic_models.yml": disabled_semantic_model_people_yml, + "people_metrics.yml": models_people_metrics_yml, + "groups.yml": groups_yml, + } + + def test_yaml_level(self, project): + with pytest.raises( + ParsingError, + match="The measure `people` is referenced on disabled semantic model `semantic_people`.", + ): + run_dbt(["parse"]) + + +# Test disabling semantic model config but not metric config in dbt_project.yml +class TestMismatchesConfigProjectLevel: + @pytest.fixture(scope="class") + def models(self): + return { + "people.sql": models_people_sql, + "metricflow_time_spine.sql": metricflow_time_spine_sql, + "semantic_models.yml": semantic_model_people_yml, + "people_metrics.yml": models_people_metrics_yml, + "groups.yml": groups_yml, + } + + @pytest.fixture(scope="class") + def project_config_update(self): + return { + "semantic-models": { + "test": { + "enabled": True, + } + } + } + + def test_project_level(self, project): + run_dbt(["parse"]) + manifest = get_manifest(project.project_root) + assert "semantic_model.test.semantic_people" in manifest.semantic_models + assert "group.test.some_group" in manifest.groups + assert manifest.semantic_models["semantic_model.test.semantic_people"].group is None + + new_enabled_config = { + "semantic-models": { + "test": { + "enabled": False, + } + } + } + update_config_file(new_enabled_config, project.project_root, "dbt_project.yml") + with pytest.raises( + ParsingError, + match="The measure `people` is referenced on disabled semantic model `semantic_people`.", + ): + run_dbt(["parse"]) + + +# Test disabling semantic model and metric configs in dbt_project.yml +class TestConfigProjectLevel: + @pytest.fixture(scope="class") + def models(self): + return { + "people.sql": models_people_sql, + "metricflow_time_spine.sql": metricflow_time_spine_sql, + "semantic_models.yml": semantic_model_people_yml, + "people_metrics.yml": models_people_metrics_yml, + "groups.yml": groups_yml, + } + + @pytest.fixture(scope="class") + def project_config_update(self): + return { + "semantic-models": { + "test": { + "enabled": True, + } + }, + "metrics": { + "test": { + "enabled": True, + } + }, + } + + def test_project_level(self, project): + run_dbt(["parse"]) + manifest = get_manifest(project.project_root) + assert "semantic_model.test.semantic_people" in manifest.semantic_models + assert "group.test.some_group" in manifest.groups + assert "group.test.some_other_group" in manifest.groups + assert manifest.semantic_models["semantic_model.test.semantic_people"].group is None + + new_group_config = { + "semantic-models": { + "test": { + "group": "some_other_group", + } + }, + } + update_config_file(new_group_config, project.project_root, "dbt_project.yml") + run_dbt(["parse"]) + manifest = get_manifest(project.project_root) + + assert "semantic_model.test.semantic_people" in manifest.semantic_models + assert "group.test.some_other_group" in manifest.groups + assert "group.test.some_group" in manifest.groups + assert ( + manifest.semantic_models["semantic_model.test.semantic_people"].group + == "some_other_group" + ) + + new_enabled_config = { + "semantic-models": { + "test": { + "enabled": False, + } + }, + "metrics": { + "test": { + "enabled": False, + } + }, + } + update_config_file(new_enabled_config, project.project_root, "dbt_project.yml") + run_dbt(["parse"]) + manifest = get_manifest(project.project_root) + + assert "semantic_model.test.semantic_people" not in manifest.semantic_models + assert "semantic_model.test.semantic_people" in manifest.disabled + + assert "group.test.some_group" in manifest.groups + assert "semantic_model.test.semantic_people" not in manifest.groups + + +# Test inheritence - set configs at project and semantic_model level - expect semantic_model level to win +class TestConfigsInheritence: + @pytest.fixture(scope="class") + def models(self): + return { + "people.sql": models_people_sql, + "metricflow_time_spine.sql": metricflow_time_spine_sql, + "semantic_models.yml": enabled_semantic_model_people_yml, + "people_metrics.yml": models_people_metrics_yml, + "groups.yml": groups_yml, + } + + @pytest.fixture(scope="class") + def project_config_update(self): + return {"semantic-models": {"enabled": False}} + + def test_project_plus_yaml_level(self, project): + run_dbt(["parse"]) + manifest = get_manifest(project.project_root) + assert "semantic_model.test.semantic_people" in manifest.semantic_models + config_test_table = manifest.semantic_models.get( + "semantic_model.test.semantic_people" + ).config + + assert isinstance(config_test_table, SemanticModelConfig) diff --git a/tests/functional/semantic_models/test_semantic_model_parsing.py b/tests/functional/semantic_models/test_semantic_model_parsing.py new file mode 100644 index 00000000000..048e9844b83 --- /dev/null +++ b/tests/functional/semantic_models/test_semantic_model_parsing.py @@ -0,0 +1,150 @@ +from typing import List + +import pytest + +from dbt_semantic_interfaces.type_enums.time_granularity import TimeGranularity + +from dbt.contracts.graph.manifest import Manifest +from dbt.events.base_types import BaseEvent +from dbt.tests.util import write_file +from tests.functional.assertions.test_runner import dbtTestRunner + +from tests.functional.semantic_models.fixtures import ( + schema_without_semantic_model_yml, + fct_revenue_sql, + metricflow_time_spine_sql, + schema_yml, +) + + +class TestSemanticModelParsing: + @pytest.fixture(scope="class") + def models(self): + return { + "schema.yml": schema_yml, + "fct_revenue.sql": fct_revenue_sql, + "metricflow_time_spine.sql": metricflow_time_spine_sql, + } + + def test_semantic_model_parsing(self, project): + runner = dbtTestRunner() + result = runner.invoke(["parse"]) + assert result.success + assert isinstance(result.result, Manifest) + manifest = result.result + assert len(manifest.semantic_models) == 1 + semantic_model = manifest.semantic_models["semantic_model.test.revenue"] + assert semantic_model.node_relation.alias == "fct_revenue" + assert ( + semantic_model.node_relation.relation_name + == f'"dbt"."{project.test_schema}"."fct_revenue"' + ) + assert len(semantic_model.measures) == 6 + # manifest should have one metric (that was created from a measure) + assert len(manifest.metrics) == 2 + metric = manifest.metrics["metric.test.txn_revenue"] + assert metric.name == "txn_revenue" + + def test_semantic_model_error(self, project): + # Next, modify the default schema.yml to remove the semantic model. + error_schema_yml = schema_yml.replace("sum_of_things", "has_revenue") + write_file(error_schema_yml, project.project_root, "models", "schema.yml") + events: List[BaseEvent] = [] + runner = dbtTestRunner(callbacks=[events.append]) + result = runner.invoke(["parse"]) + assert not result.success + + validation_errors = [e for e in events if e.info.name == "SemanticValidationFailure"] + assert validation_errors + + +class TestSemanticModelPartialParsing: + @pytest.fixture(scope="class") + def models(self): + return { + "schema.yml": schema_yml, + "fct_revenue.sql": fct_revenue_sql, + "metricflow_time_spine.sql": metricflow_time_spine_sql, + } + + def test_semantic_model_changed_partial_parsing(self, project): + # First, use the default schema.yml to define our semantic model, and + # run the dbt parse command + runner = dbtTestRunner() + result = runner.invoke(["parse"]) + assert result.success + + # Next, modify the default schema.yml to change a detail of the semantic + # model. + modified_schema_yml = schema_yml.replace("time_granularity: day", "time_granularity: week") + write_file(modified_schema_yml, project.project_root, "models", "schema.yml") + + # Now, run the dbt parse command again. + result = runner.invoke(["parse"]) + assert result.success + + # Finally, verify that the manifest reflects the partially parsed change + manifest = result.result + semantic_model = manifest.semantic_models["semantic_model.test.revenue"] + assert semantic_model.dimensions[0].type_params.time_granularity == TimeGranularity.WEEK + + def test_semantic_model_deleted_partial_parsing(self, project): + # First, use the default schema.yml to define our semantic model, and + # run the dbt parse command + runner = dbtTestRunner() + result = runner.invoke(["parse"]) + assert result.success + assert "semantic_model.test.revenue" in result.result.semantic_models + + # Next, modify the default schema.yml to remove the semantic model. + write_file(schema_without_semantic_model_yml, project.project_root, "models", "schema.yml") + + # Now, run the dbt parse command again. + result = runner.invoke(["parse"]) + assert result.success + + # Finally, verify that the manifest reflects the deletion + assert "semantic_model.test.revenue" not in result.result.semantic_models + + def test_semantic_model_flipping_create_metric_partial_parsing(self, project): + generated_metric = "metric.test.txn_revenue" + # First, use the default schema.yml to define our semantic model, and + # run the dbt parse command + write_file(schema_yml, project.project_root, "models", "schema.yml") + runner = dbtTestRunner() + result = runner.invoke(["parse"]) + assert result.success + + # Verify the metric created by `create_metric: true` exists + metric = result.result.metrics[generated_metric] + assert metric.name == "txn_revenue" + + # --- Next, modify the default schema.yml to have no `create_metric: true` --- + no_create_metric_schema_yml = schema_yml.replace( + "create_metric: true", "create_metric: false" + ) + write_file(no_create_metric_schema_yml, project.project_root, "models", "schema.yml") + + # Now, run the dbt parse command again. + result = runner.invoke(["parse"]) + assert result.success + + # Verify the metric originally created by `create_metric: true` was removed + assert result.result.metrics.get(generated_metric) is None + + # Verify that partial parsing didn't clobber the normal metric + assert result.result.metrics.get("metric.test.simple_metric") is not None + + # --- Now bring it back --- + create_metric_schema_yml = schema_yml.replace( + "create_metric: false", "create_metric: true" + ) + write_file(create_metric_schema_yml, project.project_root, "models", "schema.yml") + + # Now, run the dbt parse command again. + result = runner.invoke(["parse"]) + assert result.success + + # Verify the metric originally created by `create_metric: true` was removed + metric = result.result.metrics[generated_metric] + assert metric.name == "txn_revenue" diff --git a/tests/functional/semantic_models/test_semantic_models.py b/tests/functional/semantic_models/test_semantic_models.py new file mode 100644 index 00000000000..3d3be94b341 --- /dev/null +++ b/tests/functional/semantic_models/test_semantic_models.py @@ -0,0 +1,52 @@ +import pytest + +from dbt.contracts.graph.manifest import Manifest +from dbt.exceptions import CompilationError +from dbt.tests.util import run_dbt + + +from tests.functional.semantic_models.fixtures import ( + models_people_sql, + simple_metricflow_time_spine_sql, + semantic_model_people_yml, + models_people_metrics_yml, +) + + +class TestSemanticModelDependsOn: + @pytest.fixture(scope="class") + def models(self): + return { + "people.sql": models_people_sql, + "metricflow_time_spine.sql": simple_metricflow_time_spine_sql, + "semantic_models.yml": semantic_model_people_yml, + "people_metrics.yml": models_people_metrics_yml, + } + + def test_depends_on(self, project): + manifest = run_dbt(["parse"]) + assert isinstance(manifest, Manifest) + + expected_depends_on_for_people_semantic_model = ["model.test.people"] + + number_of_people_metric = manifest.semantic_models["semantic_model.test.semantic_people"] + assert ( + number_of_people_metric.depends_on.nodes + == expected_depends_on_for_people_semantic_model + ) + + +class TestSemanticModelUnknownModel: + @pytest.fixture(scope="class") + def models(self): + return { + "not_people.sql": models_people_sql, + "metricflow_time_spine.sql": simple_metricflow_time_spine_sql, + "semantic_models.yml": semantic_model_people_yml, + "people_metrics.yml": models_people_metrics_yml, + } + + def test_unknown_model_raises_issue(self, project): + with pytest.raises(CompilationError) as excinfo: + run_dbt(["parse"]) + assert "depends on a node named 'people' which was not found" in str(excinfo.value) diff --git a/tests/functional/show/fixtures.py b/tests/functional/show/fixtures.py index 6fa89b32893..89b698abea8 100644 --- a/tests/functional/show/fixtures.py +++ b/tests/functional/show/fixtures.py @@ -2,6 +2,31 @@ select * from {{ ref('sample_seed') }} """ +models__sample_number_model = """ +select + cast(1.0 as int) as float_to_int_field, + 3.0 as float_field, + 4.3 as float_with_dec_field, + 5 as int_field +""" + +models__sample_number_model_with_nulls = """ +select + cast(1.0 as int) as float_to_int_field, + 3.0 as float_field, + 4.3 as float_with_dec_field, + 5 as int_field + +union all + +select + cast(null as int) as float_to_int_field, + cast(null as float) as float_field, + cast(null as float) as float_with_dec_field, + cast(null as int) as int_field + +""" + models__second_model = """ select sample_num as col_one, @@ -10,6 +35,55 @@ from {{ ref('sample_model') }} """ +models__sql_header = """ +{% call set_sql_header(config) %} +set session time zone 'Asia/Kolkata'; +{%- endcall %} +select current_setting('timezone') as timezone +""" + +private_model_yml = """ +groups: + - name: my_cool_group + owner: {name: me} + +models: + - name: private_model + access: private + config: + group: my_cool_group +""" + + +schema_yml = """ +models: + - name: sample_model + latest_version: 1 + + # declare the versions, and fully specify them + versions: + - v: 2 + config: + materialized: table + columns: + - name: sample_num + data_type: int + - name: sample_bool + data_type: bool + - name: answer + data_type: int + + - v: 1 + config: + materialized: table + contract: {enforced: true} + columns: + - name: sample_num + data_type: int + - name: sample_bool + data_type: bool +""" + models__ephemeral_model = """ {{ config(materialized = 'ephemeral') }} select diff --git a/tests/functional/show/test_show.py b/tests/functional/show/test_show.py index c5684197ec5..35c0fcb40d4 100644 --- a/tests/functional/show/test_show.py +++ b/tests/functional/show/test_show.py @@ -1,13 +1,18 @@ import pytest -from dbt.exceptions import DbtRuntimeError +from dbt.exceptions import DbtRuntimeError, Exception as DbtException from dbt.tests.util import run_dbt_and_capture, run_dbt from tests.functional.show.fixtures import ( models__second_ephemeral_model, seeds__sample_seed, models__sample_model, + models__sample_number_model, + models__sample_number_model_with_nulls, models__second_model, models__ephemeral_model, + schema_yml, + models__sql_header, + private_model_yml, ) @@ -16,8 +21,11 @@ class TestShow: def models(self): return { "sample_model.sql": models__sample_model, + "sample_number_model.sql": models__sample_number_model, + "sample_number_model_with_nulls.sql": models__sample_number_model_with_nulls, "second_model.sql": models__second_model, "ephemeral_model.sql": models__ephemeral_model, + "sql_header.sql": models__sql_header, } @pytest.fixture(scope="class") @@ -58,6 +66,32 @@ def test_select_single_model_json(self, project): assert "sample_num" in log_output assert "sample_bool" in log_output + def test_numeric_values(self, project): + run_dbt(["build"]) + (results, log_output) = run_dbt_and_capture( + ["show", "--select", "sample_number_model", "--output", "json"] + ) + assert "Previewing node 'sample_number_model'" not in log_output + assert "1.0" not in log_output + assert "1" in log_output + assert "3.0" in log_output + assert "4.3" in log_output + assert "5" in log_output + assert "5.0" not in log_output + + def test_numeric_values_with_nulls(self, project): + run_dbt(["build"]) + (results, log_output) = run_dbt_and_capture( + ["show", "--select", "sample_number_model_with_nulls", "--output", "json"] + ) + assert "Previewing node 'sample_number_model_with_nulls'" not in log_output + assert "1.0" not in log_output + assert "1" in log_output + assert "3.0" in log_output + assert "4.3" in log_output + assert "5" in log_output + assert "5.0" not in log_output + def test_inline_pass(self, project): run_dbt(["build"]) (results, log_output) = run_dbt_and_capture( @@ -68,12 +102,13 @@ def test_inline_pass(self, project): assert "sample_bool" in log_output def test_inline_fail(self, project): - run_dbt(["build"]) - with pytest.raises( - DbtRuntimeError, match="depends on a node named 'third_model' which was not found" - ): + with pytest.raises(DbtException, match="Error parsing inline query"): run_dbt(["show", "--inline", "select * from {{ ref('third_model') }}"]) + def test_inline_fail_database_error(self, project): + with pytest.raises(DbtRuntimeError, match="Database Error"): + run_dbt(["show", "--inline", "slect asdlkjfsld;j"]) + def test_ephemeral_model(self, project): run_dbt(["build"]) (results, log_output) = run_dbt_and_capture(["show", "--select", "ephemeral_model"]) @@ -85,3 +120,69 @@ def test_second_ephemeral_model(self, project): ["show", "--inline", models__second_ephemeral_model] ) assert "col_hundo" in log_output + + @pytest.mark.parametrize( + "args,expected", + [ + ([], 5), # default limit + (["--limit", 3], 3), # fetch 3 rows + (["--limit", -1], 7), # fetch all rows + ], + ) + def test_limit(self, project, args, expected): + run_dbt(["build"]) + dbt_args = ["show", "--inline", models__second_ephemeral_model, *args] + results, log_output = run_dbt_and_capture(dbt_args) + assert len(results.results[0].agate_table) == expected + + def test_seed(self, project): + (results, log_output) = run_dbt_and_capture(["show", "--select", "sample_seed"]) + assert "Previewing node 'sample_seed'" in log_output + + def test_sql_header(self, project): + run_dbt(["build"]) + (results, log_output) = run_dbt_and_capture(["show", "--select", "sql_header"]) + assert "Asia/Kolkata" in log_output + + +class TestShowModelVersions: + @pytest.fixture(scope="class") + def models(self): + return { + "schema.yml": schema_yml, + "sample_model.sql": models__sample_model, + "sample_model_v2.sql": models__second_model, + } + + @pytest.fixture(scope="class") + def seeds(self): + return {"sample_seed.csv": seeds__sample_seed} + + def test_version_unspecified(self, project): + run_dbt(["build"]) + (results, log_output) = run_dbt_and_capture(["show", "--select", "sample_model"]) + assert "Previewing node 'sample_model.v1'" in log_output + assert "Previewing node 'sample_model.v2'" in log_output + + def test_none(self, project): + run_dbt(["build"]) + (results, log_output) = run_dbt_and_capture(["show", "--select", "sample_model.v2"]) + assert "Previewing node 'sample_model.v1'" not in log_output + assert "Previewing node 'sample_model.v2'" in log_output + + +class TestShowPrivateModel: + @pytest.fixture(scope="class") + def models(self): + return { + "schema.yml": private_model_yml, + "private_model.sql": models__sample_model, + } + + @pytest.fixture(scope="class") + def seeds(self): + return {"sample_seed.csv": seeds__sample_seed} + + def test_version_unspecified(self, project): + run_dbt(["build"]) + run_dbt(["show", "--inline", "select * from {{ ref('private_model') }}"]) diff --git a/tests/functional/simple_snapshot/fixtures.py b/tests/functional/simple_snapshot/fixtures.py index 633a6be4efa..6b3ecc2b101 100644 --- a/tests/functional/simple_snapshot/fixtures.py +++ b/tests/functional/simple_snapshot/fixtures.py @@ -96,6 +96,18 @@ owner: 'a_owner' """ +models__schema_with_target_schema_yml = """ +version: 2 +snapshots: + - name: snapshot_actual + tests: + - mutually_exclusive_ranges + config: + meta: + owner: 'a_owner' + target_schema: schema_from_schema_yml +""" + models__ref_snapshot_sql = """ select * from {{ ref('snapshot_actual') }} """ @@ -281,6 +293,26 @@ {% endsnapshot %} """ +snapshots_pg__snapshot_no_target_schema_sql = """ +{% snapshot snapshot_actual %} + + {{ + config( + target_database=var('target_database', database), + unique_key='id || ' ~ "'-'" ~ ' || first_name', + strategy='timestamp', + updated_at='updated_at', + ) + }} + + {% if var('invalidate_hard_deletes', 'false') | as_bool %} + {{ config(invalidate_hard_deletes=True) }} + {% endif %} + + select * from {{target.database}}.{{target.schema}}.seed + +{% endsnapshot %} +""" models_slow__gen_sql = """ diff --git a/tests/functional/simple_snapshot/test_basic_snapshot.py b/tests/functional/simple_snapshot/test_basic_snapshot.py index d6aec68ab6c..ff4799f10ab 100644 --- a/tests/functional/simple_snapshot/test_basic_snapshot.py +++ b/tests/functional/simple_snapshot/test_basic_snapshot.py @@ -2,13 +2,15 @@ from datetime import datetime import pytz import pytest -from dbt.tests.util import run_dbt, check_relations_equal, relation_from_name +from dbt.tests.util import run_dbt, check_relations_equal, relation_from_name, write_file from tests.functional.simple_snapshot.fixtures import ( models__schema_yml, + models__schema_with_target_schema_yml, models__ref_snapshot_sql, seeds__seed_newcol_csv, seeds__seed_csv, snapshots_pg__snapshot_sql, + snapshots_pg__snapshot_no_target_schema_sql, macros__test_no_overlaps_sql, macros_custom_snapshot__custom_sql, snapshots_pg_custom_namespaced__snapshot_sql, @@ -123,6 +125,41 @@ def test_basic_ref(self, project): ref_setup(project, num_snapshot_models=1) +class TestBasicTargetSchemaConfig(Basic): + @pytest.fixture(scope="class") + def snapshots(self): + return {"snapshot.sql": snapshots_pg__snapshot_no_target_schema_sql} + + @pytest.fixture(scope="class") + def project_config_update(self, unique_schema): + return { + "snapshots": { + "test": { + "target_schema": unique_schema + "_alt", + } + } + } + + def test_target_schema(self, project): + manifest = run_dbt(["parse"]) + assert len(manifest.nodes) == 5 + # ensure that the schema in the snapshot node is the same as target_schema + snapshot_id = "snapshot.test.snapshot_actual" + snapshot_node = manifest.nodes[snapshot_id] + assert snapshot_node.schema == f"{project.test_schema}_alt" + assert ( + snapshot_node.relation_name + == f'"{project.database}"."{project.test_schema}_alt"."snapshot_actual"' + ) + assert snapshot_node.meta == {"owner": "a_owner"} + + # write out schema.yml file and check again + write_file(models__schema_with_target_schema_yml, "models", "schema.yml") + manifest = run_dbt(["parse"]) + snapshot_node = manifest.nodes[snapshot_id] + assert snapshot_node.schema == "schema_from_schema_yml" + + class CustomNamespace: @pytest.fixture(scope="class") def snapshots(self): diff --git a/tests/functional/simple_snapshot/test_hard_delete_snapshot.py b/tests/functional/simple_snapshot/test_hard_delete_snapshot.py index edb7324f884..4b4b9e281a6 100644 --- a/tests/functional/simple_snapshot/test_hard_delete_snapshot.py +++ b/tests/functional/simple_snapshot/test_hard_delete_snapshot.py @@ -1,12 +1,9 @@ import os -from datetime import datetime -from datetime import timedelta -from datetime import timezone -import time - +from datetime import datetime, timedelta import pytz import pytest from dbt.tests.util import run_dbt, check_relations_equal +from dbt.tests.adapter.utils.test_current_timestamp import is_aware from tests.functional.simple_snapshot.fixtures import ( models__schema_yml, models__ref_snapshot_sql, @@ -18,13 +15,30 @@ # These tests uses the same seed data, containing 20 records of which we hard delete the last 10. # These deleted records set the dbt_valid_to to time the snapshot was ran. -# Using replace on a timestamp won't account for hour differences unless given the local timezone. -# We can force python as utc but not postgres fields which need to be handled as local timestamps. -def currenttz(): - if time.daylight: - return timezone(timedelta(seconds=-time.altzone), time.tzname[1]) + +def convert_to_aware(d: datetime) -> datetime: + # There are two types of datetime objects in Python: naive and aware + # Assume any dbt snapshot timestamp that is naive is meant to represent UTC + if d is None: + return d + elif is_aware(d): + return d + else: + return d.replace(tzinfo=pytz.UTC) + + +def is_close_datetime( + dt1: datetime, dt2: datetime, atol: timedelta = timedelta(microseconds=1) +) -> bool: + # Similar to pytest.approx, math.isclose, and numpy.isclose + # Use an absolute tolerance to compare datetimes that may not be perfectly equal. + # Two None values will compare as equal. + if dt1 is None and dt2 is None: + return True + elif dt1 is not None and dt2 is not None: + return (dt1 > (dt2 - atol)) and (dt1 < (dt2 + atol)) else: - return timezone(timedelta(seconds=-time.timezone), time.tzname[0]) + return False def datetime_snapshot(): @@ -94,10 +108,16 @@ def test_snapshot_hard_delete(project): for result in snapshotted[10:]: # result is a tuple, the dbt_valid_to column is the latest assert isinstance(result[-1], datetime) - assert result[-1].replace(tzinfo=currenttz()) >= invalidated_snapshot_datetime + dbt_valid_to = convert_to_aware(result[-1]) + + # Plenty of wiggle room if clocks aren't perfectly sync'd, etc + assert is_close_datetime( + dbt_valid_to, invalidated_snapshot_datetime, timedelta(minutes=1) + ), f"SQL timestamp {dbt_valid_to.isoformat()} is not close enough to Python UTC {invalidated_snapshot_datetime.isoformat()}" # revive records # Timestamp must have microseconds for tests below to be meaningful + # Assume `updated_at` is TIMESTAMP WITHOUT TIME ZONE that implicitly represents UTC revival_timestamp = datetime.now(pytz.UTC).strftime("%Y-%m-%d %H:%M:%S.%f") project.run_sql( """ @@ -133,7 +153,12 @@ def test_snapshot_hard_delete(project): for result in invalidated_records: # result is a tuple, the dbt_valid_to column is the latest assert isinstance(result[1], datetime) - assert result[1].replace(tzinfo=currenttz()) >= invalidated_snapshot_datetime + dbt_valid_to = convert_to_aware(result[1]) + + # Plenty of wiggle room if clocks aren't perfectly sync'd, etc + assert is_close_datetime( + dbt_valid_to, invalidated_snapshot_datetime, timedelta(minutes=1) + ), f"SQL timestamp {dbt_valid_to.isoformat()} is not close enough to Python UTC {invalidated_snapshot_datetime.isoformat()}" # records which were revived (id = 10, 11) # dbt_valid_to is null @@ -158,5 +183,8 @@ def test_snapshot_hard_delete(project): # dbt_valid_from is the same as the 'updated_at' added in the revived_rows # dbt_valid_to is null assert isinstance(result[1], datetime) - assert result[1].replace(tzinfo=pytz.UTC) <= revived_snapshot_datetime - assert result[2] is None + dbt_valid_from = convert_to_aware(result[1]) + dbt_valid_to = result[2] + + assert dbt_valid_from <= revived_snapshot_datetime + assert dbt_valid_to is None diff --git a/tests/functional/sources/fixtures.py b/tests/functional/sources/fixtures.py index a8f009a2ea8..66aa058ff2e 100644 --- a/tests/functional/sources/fixtures.py +++ b/tests/functional/sources/fixtures.py @@ -439,3 +439,19 @@ enabled: True and False - name: other_test_table """ + + +collect_freshness_macro_override_previous_return_signature = """ +{% macro collect_freshness(source, loaded_at_field, filter) %} + {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%} + select + max({{ loaded_at_field }}) as max_loaded_at, + {{ current_timestamp() }} as snapshotted_at + from {{ source }} + {% if filter %} + where {{ filter }} + {% endif %} + {% endcall %} + {{ return(load_result('collect_freshness').table) }} +{% endmacro %} +""" diff --git a/tests/functional/sources/test_source_configs.py b/tests/functional/sources/test_source_configs.py index 27c4c3d8b37..09ddfddd0fa 100644 --- a/tests/functional/sources/test_source_configs.py +++ b/tests/functional/sources/test_source_configs.py @@ -1,5 +1,5 @@ import pytest -from hologram import ValidationError +from dbt.dataclass_schema import ValidationError from dbt.contracts.graph.model_config import SourceConfig diff --git a/tests/functional/sources/test_source_fresher_state.py b/tests/functional/sources/test_source_fresher_state.py index 460a44e1a92..d060072da17 100644 --- a/tests/functional/sources/test_source_fresher_state.py +++ b/tests/functional/sources/test_source_fresher_state.py @@ -16,6 +16,7 @@ models_newly_added_model_sql, models_newly_added_error_model_sql, ) +from dbt.contracts.results import FreshnessExecutionResultArtifact # TODO: We may create utility classes to handle reusable fixtures. @@ -81,6 +82,10 @@ def _assert_freshness_results(self, path, state): with open(path) as fp: data = json.load(fp) + try: + FreshnessExecutionResultArtifact.validate(data) + except Exception: + raise pytest.fail("FreshnessExecutionResultArtifact did not validate") assert set(data) == {"metadata", "results", "elapsed_time"} assert "generated_at" in data["metadata"] assert isinstance(data["elapsed_time"], float) diff --git a/tests/functional/sources/test_source_freshness.py b/tests/functional/sources/test_source_freshness.py index 4d468bb5865..17eca2d3522 100644 --- a/tests/functional/sources/test_source_freshness.py +++ b/tests/functional/sources/test_source_freshness.py @@ -10,8 +10,10 @@ error_models_model_sql, filtered_models_schema_yml, override_freshness_models_schema_yml, + collect_freshness_macro_override_previous_return_signature, ) from dbt.tests.util import AnyStringWith, AnyFloat +from dbt import deprecations class SuccessfulSourceFreshnessTest(BaseSourcesTest): @@ -187,8 +189,15 @@ def test_source_snapshot_freshness(self, project): class TestSourceFreshnessSelection(SuccessfulSourceFreshnessTest): - def test_source_freshness_selection_select(self, project): + @pytest.fixture(scope="class") + def project_config_update(self, logs_dir): + return { + "target-path": logs_dir, + } + + def test_source_freshness_selection_select(self, project, logs_dir): """Tests node selection using the --select argument.""" + """Also validate that specify a target-path works as expected.""" self._set_updated_at_to(project, timedelta(hours=-2)) # select source directly results = self.run_dbt_with_vars( @@ -198,13 +207,11 @@ def test_source_freshness_selection_select(self, project): "freshness", "--select", "source:test_source.test_table", - "-o", - "target/pass_source.json", ], ) assert len(results) == 1 assert results[0].status == "pass" - self._assert_freshness_results("target/pass_source.json", "pass") + self._assert_freshness_results(f"{logs_dir}/sources.json", "pass") class TestSourceFreshnessExclude(SuccessfulSourceFreshnessTest): @@ -348,3 +355,23 @@ def test_override_source_freshness(self, project): "filter": None, } assert result_source_d["criteria"] == expected + + +class TestSourceFreshnessMacroOverride(SuccessfulSourceFreshnessTest): + @pytest.fixture(scope="class") + def macros(self): + return { + "collect_freshness.sql": collect_freshness_macro_override_previous_return_signature + } + + def test_source_freshness(self, project): + # ensure that the deprecation warning is raised + deprecations.reset_deprecations() + assert deprecations.active_deprecations == set() + self.run_dbt_with_vars( + project, + ["source", "freshness"], + expect_pass=False, + ) + expected = {"collect-freshness-return-signature"} + assert expected == deprecations.active_deprecations diff --git a/tests/functional/statements/fixtures.py b/tests/functional/statements/fixtures.py index e05f697644a..6a0b0a4bf00 100644 --- a/tests/functional/statements/fixtures.py +++ b/tests/functional/statements/fixtures.py @@ -136,3 +136,47 @@ union all select 'table' as source, {{ table_value }} as value """ + +models__statement_duplicated_load = """ +-- {{ ref('seed') }} + +{%- call statement('test_statement', fetch_result=True) -%} + + select + count(*) as "num_records" + + from {{ ref('seed') }} + +{%- endcall -%} + +{% set result = load_result('test_statement') %} +{% set result = load_result('test_statement') %} + +select 1 +""" + +models__statement_load_main_twice = """ +-- {{ ref('seed') }} + +{%- call statement('main', fetch_result=True) -%} + + select + count(*) as "num_records" + + from {{ ref('seed') }} + +{%- endcall -%} + +{% set result = load_result('main') %} +{% set result = load_result('main') %} + +{% set res_table = result['table'] %} +{% set res_matrix = result['data'] %} + +{% set matrix_value = res_matrix[0][0] %} +{% set table_value = res_table[0]['num_records'] %} + +select 'matrix' as source, {{ matrix_value }} as value +union all +select 'table' as source, {{ table_value }} as value +""" diff --git a/tests/functional/statements/test_statements.py b/tests/functional/statements/test_statements.py index b3d615a2b69..87933af20fa 100644 --- a/tests/functional/statements/test_statements.py +++ b/tests/functional/statements/test_statements.py @@ -4,6 +4,8 @@ from dbt.tests.util import run_dbt, check_relations_equal, write_file from tests.functional.statements.fixtures import ( models__statement_actual, + models__statement_duplicated_load, + models__statement_load_main_twice, seeds__statement_actual, seeds__statement_expected, ) @@ -21,7 +23,11 @@ def setUp(self, project): @pytest.fixture(scope="class") def models(self): - return {"statement_actual.sql": models__statement_actual} + return { + "statement_actual.sql": models__statement_actual, + "statement_duplicated_load.sql": models__statement_duplicated_load, + "statement_load_main_twice.sql": models__statement_load_main_twice, + } @pytest.fixture(scope="class") def project_config_update(self): @@ -35,7 +41,23 @@ def project_config_update(self): def test_postgres_statements(self, project): results = run_dbt(["seed"]) assert len(results) == 2 - results = run_dbt() + results = run_dbt(["run", "-m", "statement_actual"]) assert len(results) == 1 check_relations_equal(project.adapter, ["statement_actual", "statement_expected"]) + + def test_duplicated_load_statements(self, project): + run_dbt(["seed"]) + results = run_dbt(["run", "-m", "statement_duplicated_load"], False) + assert len(results) == 1 + assert results.results[0].status == "error" + assert ( + "The 'statement' result named 'test_statement' has already been loaded into a variable" + in results.results[0].message + ) + + def test_load_statement_on_main_twice(self, project): + run_dbt(["seed"]) + results = run_dbt(["run", "-m", "statement_load_main_twice"]) + assert len(results) == 1 + check_relations_equal(project.adapter, ["statement_load_main_twice", "statement_expected"]) diff --git a/test/unit/README.md b/tests/unit/README.md similarity index 100% rename from test/unit/README.md rename to tests/unit/README.md diff --git a/test/unit/mock_adapter.py b/tests/unit/mock_adapter.py similarity index 100% rename from test/unit/mock_adapter.py rename to tests/unit/mock_adapter.py diff --git a/test/unit/test_adapter_connection_manager.py b/tests/unit/test_adapter_connection_manager.py similarity index 100% rename from test/unit/test_adapter_connection_manager.py rename to tests/unit/test_adapter_connection_manager.py diff --git a/test/unit/test_adapter_factory.py b/tests/unit/test_adapter_factory.py similarity index 100% rename from test/unit/test_adapter_factory.py rename to tests/unit/test_adapter_factory.py diff --git a/test/unit/test_agate_helper.py b/tests/unit/test_agate_helper.py similarity index 73% rename from test/unit/test_agate_helper.py rename to tests/unit/test_agate_helper.py index a2d9fcdb0e2..476c9514280 100644 --- a/test/unit/test_agate_helper.py +++ b/tests/unit/test_agate_helper.py @@ -121,39 +121,64 @@ def test_datetime_formats(self): self.assertEqual(tbl[0][0], expected) def test_merge_allnull(self): - t1 = agate.Table([(1, "a", None), (2, "b", None)], ("a", "b", "c")) - t2 = agate.Table([(3, "c", None), (4, "d", None)], ("a", "b", "c")) + t1 = agate_helper.table_from_rows([(1, "a", None), (2, "b", None)], ("a", "b", "c")) + t2 = agate_helper.table_from_rows([(3, "c", None), (4, "d", None)], ("a", "b", "c")) result = agate_helper.merge_tables([t1, t2]) self.assertEqual(result.column_names, ("a", "b", "c")) - assert isinstance(result.column_types[0], agate.data_types.Number) + assert isinstance(result.column_types[0], agate_helper.Integer) assert isinstance(result.column_types[1], agate.data_types.Text) - assert isinstance(result.column_types[2], agate.data_types.Number) + assert isinstance(result.column_types[2], agate_helper.Integer) self.assertEqual(len(result), 4) def test_merge_mixed(self): - t1 = agate.Table([(1, "a", None), (2, "b", None)], ("a", "b", "c")) - t2 = agate.Table([(3, "c", "dog"), (4, "d", "cat")], ("a", "b", "c")) - t3 = agate.Table([(3, "c", None), (4, "d", None)], ("a", "b", "c")) + t1 = agate_helper.table_from_rows( + [(1, "a", None, None), (2, "b", None, None)], ("a", "b", "c", "d") + ) + t2 = agate_helper.table_from_rows( + [(3, "c", "dog", 1), (4, "d", "cat", 5)], ("a", "b", "c", "d") + ) + t3 = agate_helper.table_from_rows( + [(3, "c", None, 1.5), (4, "d", None, 3.5)], ("a", "b", "c", "d") + ) result = agate_helper.merge_tables([t1, t2]) - self.assertEqual(result.column_names, ("a", "b", "c")) - assert isinstance(result.column_types[0], agate.data_types.Number) + self.assertEqual(result.column_names, ("a", "b", "c", "d")) + assert isinstance(result.column_types[0], agate_helper.Integer) assert isinstance(result.column_types[1], agate.data_types.Text) assert isinstance(result.column_types[2], agate.data_types.Text) + assert isinstance(result.column_types[3], agate_helper.Integer) + self.assertEqual(len(result), 4) + + result = agate_helper.merge_tables([t1, t3]) + self.assertEqual(result.column_names, ("a", "b", "c", "d")) + assert isinstance(result.column_types[0], agate_helper.Integer) + assert isinstance(result.column_types[1], agate.data_types.Text) + assert isinstance(result.column_types[2], agate_helper.Integer) + assert isinstance(result.column_types[3], agate.data_types.Number) self.assertEqual(len(result), 4) result = agate_helper.merge_tables([t2, t3]) - self.assertEqual(result.column_names, ("a", "b", "c")) - assert isinstance(result.column_types[0], agate.data_types.Number) + self.assertEqual(result.column_names, ("a", "b", "c", "d")) + assert isinstance(result.column_types[0], agate_helper.Integer) assert isinstance(result.column_types[1], agate.data_types.Text) assert isinstance(result.column_types[2], agate.data_types.Text) + assert isinstance(result.column_types[3], agate.data_types.Number) + self.assertEqual(len(result), 4) + + result = agate_helper.merge_tables([t3, t2]) + self.assertEqual(result.column_names, ("a", "b", "c", "d")) + assert isinstance(result.column_types[0], agate_helper.Integer) + assert isinstance(result.column_types[1], agate.data_types.Text) + assert isinstance(result.column_types[2], agate.data_types.Text) + assert isinstance(result.column_types[3], agate.data_types.Number) self.assertEqual(len(result), 4) result = agate_helper.merge_tables([t1, t2, t3]) - self.assertEqual(result.column_names, ("a", "b", "c")) - assert isinstance(result.column_types[0], agate.data_types.Number) + self.assertEqual(result.column_names, ("a", "b", "c", "d")) + assert isinstance(result.column_types[0], agate_helper.Integer) assert isinstance(result.column_types[1], agate.data_types.Text) assert isinstance(result.column_types[2], agate.data_types.Text) + assert isinstance(result.column_types[3], agate.data_types.Number) self.assertEqual(len(result), 6) def test_nocast_string_types(self): @@ -191,7 +216,7 @@ def test_nocast_bool_01(self): self.assertEqual(len(tbl), len(result_set)) assert isinstance(tbl.column_types[0], agate.data_types.Boolean) - assert isinstance(tbl.column_types[1], agate.data_types.Number) + assert isinstance(tbl.column_types[1], agate_helper.Integer) expected = [ [True, Decimal(1)], diff --git a/tests/unit/test_base_adapter.py b/tests/unit/test_base_adapter.py new file mode 100644 index 00000000000..66d8af5c5d8 --- /dev/null +++ b/tests/unit/test_base_adapter.py @@ -0,0 +1,184 @@ +from argparse import Namespace +from unittest import mock +import pytest + +from dbt.adapters.base.impl import BaseAdapter, ConstraintSupport +import dbt.flags as flags + + +class TestBaseAdapterConstraintRendering: + @pytest.fixture(scope="class", autouse=True) + def setUp(self): + flags.set_from_args(Namespace(), None) + + @pytest.fixture(scope="class") + def connection_manager(request): + mock_connection_manager = mock.Mock() + mock_connection_manager.TYPE = "base" + return mock_connection_manager + + column_constraints = [ + ([{"type": "check"}], ["column_name integer"]), + ([{"type": "check", "name": "test_name"}], ["column_name integer"]), + ( + [{"type": "check", "expression": "test expression"}], + ["column_name integer check (test expression)"], + ), + ([{"type": "not_null"}], ["column_name integer not null"]), + ( + [{"type": "not_null", "expression": "test expression"}], + ["column_name integer not null test expression"], + ), + ([{"type": "unique"}], ["column_name integer unique"]), + ( + [{"type": "unique", "expression": "test expression"}], + ["column_name integer unique test expression"], + ), + ([{"type": "primary_key"}], ["column_name integer primary key"]), + ( + [{"type": "primary_key", "expression": "test expression"}], + ["column_name integer primary key test expression"], + ), + ([{"type": "foreign_key"}], ["column_name integer"]), + ( + [{"type": "foreign_key", "expression": "other_table (c1)"}], + ["column_name integer references other_table (c1)"], + ), + ([{"type": "check"}, {"type": "unique"}], ["column_name integer unique"]), + ] + + @pytest.mark.parametrize("constraints,expected_rendered_constraints", column_constraints) + def test_render_raw_columns_constraints( + self, constraints, expected_rendered_constraints, request + ): + BaseAdapter.ConnectionManager = request.getfixturevalue("connection_manager") + BaseAdapter.CONSTRAINT_SUPPORT = { + constraint: ConstraintSupport.ENFORCED for constraint in BaseAdapter.CONSTRAINT_SUPPORT + } + + rendered_constraints = BaseAdapter.render_raw_columns_constraints( + { + "column_name": { + "name": "column_name", + "data_type": "integer", + "constraints": constraints, + } + } + ) + assert rendered_constraints == expected_rendered_constraints + + column_constraints_unsupported = [ + ([{"type": "check"}], ["column_name integer"]), + ([{"type": "check", "expression": "test expression"}], ["column_name integer"]), + ([{"type": "not_null"}], ["column_name integer"]), + ([{"type": "not_null", "expression": "test expression"}], ["column_name integer"]), + ([{"type": "unique"}], ["column_name integer"]), + ([{"type": "unique", "expression": "test expression"}], ["column_name integer"]), + ([{"type": "primary_key"}], ["column_name integer"]), + ([{"type": "primary_key", "expression": "test expression"}], ["column_name integer"]), + ([{"type": "foreign_key"}], ["column_name integer"]), + ([{"type": "check"}, {"type": "unique"}], ["column_name integer"]), + ] + + @pytest.mark.parametrize( + "constraints,expected_rendered_constraints", column_constraints_unsupported + ) + def test_render_raw_columns_constraints_unsupported( + self, constraints, expected_rendered_constraints, request + ): + BaseAdapter.ConnectionManager = request.getfixturevalue("connection_manager") + BaseAdapter.CONSTRAINT_SUPPORT = { + constraint: ConstraintSupport.NOT_SUPPORTED + for constraint in BaseAdapter.CONSTRAINT_SUPPORT + } + + rendered_constraints = BaseAdapter.render_raw_columns_constraints( + { + "column_name": { + "name": "column_name", + "data_type": "integer", + "constraints": constraints, + } + } + ) + assert rendered_constraints == expected_rendered_constraints + + model_constraints = [ + ([{"type": "check"}], []), + ([{"type": "check", "expression": "test expression"}], ["check (test expression)"]), + ( + [{"type": "check", "expression": "test expression", "name": "test_name"}], + ["constraint test_name check (test expression)"], + ), + ([{"type": "not_null"}], []), + ([{"type": "not_null", "expression": "test expression"}], []), + ([{"type": "unique", "columns": ["c1", "c2"]}], ["unique (c1, c2)"]), + ([{"type": "unique", "columns": ["c1", "c2"]}], ["unique (c1, c2)"]), + ( + [ + { + "type": "unique", + "columns": ["c1", "c2"], + "expression": "test expression", + "name": "test_name", + } + ], + ["constraint test_name unique test expression (c1, c2)"], + ), + ([{"type": "primary_key", "columns": ["c1", "c2"]}], ["primary key (c1, c2)"]), + ( + [{"type": "primary_key", "columns": ["c1", "c2"], "expression": "test expression"}], + ["primary key test expression (c1, c2)"], + ), + ( + [ + { + "type": "primary_key", + "columns": ["c1", "c2"], + "expression": "test expression", + "name": "test_name", + } + ], + ["constraint test_name primary key test expression (c1, c2)"], + ), + ( + [{"type": "foreign_key", "columns": ["c1", "c2"], "expression": "other_table (c1)"}], + ["foreign key (c1, c2) references other_table (c1)"], + ), + ( + [ + { + "type": "foreign_key", + "columns": ["c1", "c2"], + "expression": "other_table (c1)", + "name": "test_name", + } + ], + ["constraint test_name foreign key (c1, c2) references other_table (c1)"], + ), + ] + + @pytest.mark.parametrize("constraints,expected_rendered_constraints", model_constraints) + def test_render_raw_model_constraints( + self, constraints, expected_rendered_constraints, request + ): + BaseAdapter.ConnectionManager = request.getfixturevalue("connection_manager") + BaseAdapter.CONSTRAINT_SUPPORT = { + constraint: ConstraintSupport.ENFORCED for constraint in BaseAdapter.CONSTRAINT_SUPPORT + } + + rendered_constraints = BaseAdapter.render_raw_model_constraints(constraints) + assert rendered_constraints == expected_rendered_constraints + + @pytest.mark.parametrize("constraints,expected_rendered_constraints", model_constraints) + def test_render_raw_model_constraints_unsupported( + self, constraints, expected_rendered_constraints, request + ): + BaseAdapter.ConnectionManager = request.getfixturevalue("connection_manager") + BaseAdapter.CONSTRAINT_SUPPORT = { + constraint: ConstraintSupport.NOT_SUPPORTED + for constraint in BaseAdapter.CONSTRAINT_SUPPORT + } + + rendered_constraints = BaseAdapter.render_raw_model_constraints(constraints) + assert rendered_constraints == [] diff --git a/test/unit/test_base_column.py b/tests/unit/test_base_column.py similarity index 100% rename from test/unit/test_base_column.py rename to tests/unit/test_base_column.py diff --git a/test/unit/test_cache.py b/tests/unit/test_cache.py similarity index 100% rename from test/unit/test_cache.py rename to tests/unit/test_cache.py diff --git a/tests/unit/test_cli.py b/tests/unit/test_cli.py index 0a122bef3bc..a55767585c9 100644 --- a/tests/unit/test_cli.py +++ b/tests/unit/test_cli.py @@ -1,18 +1,22 @@ import click +from dbt.cli.flags import command_args from dbt.cli.main import cli +from dbt.cli.types import Command class TestCLI: - def test_commands_have_docstrings(self): - def run_test(commands): - for command in commands.values(): - if type(command) is click.Command: - assert command.__doc__ is not None - if type(command) is click.Group: - run_test(command.commands) + def _all_commands(self, group=cli, result=set()): + for command in group.commands.values(): + result.add(command) + if isinstance(command, click.Group): + self._all_commands(command, result) + continue + return result - run_test(cli.commands) + def test_commands_have_docstrings(self): + for command in self._all_commands(): + assert command.__doc__ is not None # TODO: This isn't the ideal way to test params as # they will be tested as many times as they are used as decorators. @@ -41,3 +45,10 @@ def run_test(command): run_test(command) run_test(cli) + + def test_commands_in_enum_and_dict(self): + for command in self._all_commands(cli): + if isinstance(command, click.Group): + continue + cmd = Command.from_str(command.name) + command_args(cmd) diff --git a/tests/unit/test_cli_flags.py b/tests/unit/test_cli_flags.py index b5a41099c5a..d5d78a229ae 100644 --- a/tests/unit/test_cli_flags.py +++ b/tests/unit/test_cli_flags.py @@ -6,10 +6,13 @@ from typing import List, Optional from dbt.cli.exceptions import DbtUsageException +from dbt.cli.flags import Flags from dbt.cli.main import cli +from dbt.cli.types import Command from dbt.contracts.project import UserConfig -from dbt.cli.flags import Flags +from dbt.exceptions import DbtInternalError from dbt.helper_types import WarnErrorOptions +from dbt.tests.util import rm_file, write_file class TestFlags: @@ -54,6 +57,11 @@ def test_log_path_default(self, run_context): assert hasattr(flags, "LOG_PATH") assert getattr(flags, "LOG_PATH") == Path("logs") + def test_log_file_max_size_default(self, run_context): + flags = Flags(run_context) + assert hasattr(flags, "LOG_FILE_MAX_BYTES") + assert getattr(flags, "LOG_FILE_MAX_BYTES") == 10 * 1024 * 1024 + @pytest.mark.parametrize( "set_stats_param,do_not_track,expected_anonymous_usage_stats", [ @@ -347,3 +355,44 @@ def test_duplicate_flags_raises_error(self): with pytest.raises(DbtUsageException): Flags(context) + + def _create_flags_from_dict(self, cmd, d): + write_file("", "profiles.yml") + result = Flags.from_dict(cmd, d) + assert result.which is cmd.value + rm_file("profiles.yml") + return result + + def test_from_dict__run(self): + args_dict = { + "print": False, + "select": ["model_one", "model_two"], + } + result = self._create_flags_from_dict(Command.RUN, args_dict) + assert "model_one" in result.select[0] + assert "model_two" in result.select[0] + + def test_from_dict__build(self): + args_dict = { + "print": True, + "state": "some/path", + } + result = self._create_flags_from_dict(Command.BUILD, args_dict) + assert result.print is True + assert "some/path" in str(result.state) + + def test_from_dict__seed(self): + args_dict = {"use_colors": False, "exclude": ["model_three"]} + result = self._create_flags_from_dict(Command.SEED, args_dict) + assert result.use_colors is False + assert "model_three" in result.exclude[0] + + def test_from_dict__which_fails(self): + args_dict = {"which": "some bad command"} + with pytest.raises(DbtInternalError, match=r"does not match value of which"): + self._create_flags_from_dict(Command.RUN, args_dict) + + def test_from_dict_0_value(self): + args_dict = {"log_file_max_bytes": 0} + flags = Flags.from_dict(Command.RUN, args_dict) + assert flags.LOG_FILE_MAX_BYTES == 0 diff --git a/test/unit/test_compiler.py b/tests/unit/test_compiler.py similarity index 100% rename from test/unit/test_compiler.py rename to tests/unit/test_compiler.py diff --git a/test/unit/test_config.py b/tests/unit/test_config.py similarity index 98% rename from test/unit/test_config.py rename to tests/unit/test_config.py index 409b0759bc0..2ebe5766986 100644 --- a/test/unit/test_config.py +++ b/tests/unit/test_config.py @@ -12,6 +12,7 @@ import yaml import dbt.config +from dbt.constants import DEPENDENCIES_FILE_NAME, PACKAGES_FILE_NAME import dbt.exceptions import dbt.tracking from dbt import flags @@ -587,7 +588,11 @@ def project_from_config_norender( def project_from_config_rendered( - cfg, packages=None, path="/invalid-root-path", verify_version=False + cfg, + packages=None, + path="/invalid-root-path", + verify_version=False, + packages_specified_path=PACKAGES_FILE_NAME, ): if packages is None: packages = {} @@ -597,6 +602,7 @@ def project_from_config_rendered( packages_dict=packages, selectors_dict={}, verify_version=verify_version, + packages_specified_path=packages_specified_path, ) return partial.render(empty_project_renderer()) @@ -915,6 +921,23 @@ def test_custom_query_comment_append(self): self.assertEqual(project.query_comment.comment, "run by user test") self.assertEqual(project.query_comment.append, True) + def test_packages_from_dependencies(self): + packages = { + "packages": [ + { + "git": "{{ env_var('some_package') }}", + "warn-unpinned": True, + } + ], + } + + project = project_from_config_rendered( + self.default_project_data, packages, packages_specified_path=DEPENDENCIES_FILE_NAME + ) + git_package = project.packages.packages[0] + # packages did not render because packages_specified_path=DEPENDENCIES_FILE_NAME + assert git_package.git == "{{ env_var('some_package') }}" + class TestProjectFile(BaseFileTest): def setUp(self): diff --git a/test/unit/test_context.py b/tests/unit/test_context.py similarity index 98% rename from test/unit/test_context.py rename to tests/unit/test_context.py index 1c02a650b9a..b51e8e76de5 100644 --- a/test/unit/test_context.py +++ b/tests/unit/test_context.py @@ -182,6 +182,7 @@ def assert_has_keys(required_keys: Set[str], maybe_keys: Set[str], ctx: Dict[str "log", "run_started_at", "invocation_id", + "thread_id", "modules", "flags", "print", @@ -231,7 +232,7 @@ def assert_has_keys(required_keys: Set[str], maybe_keys: Set[str], ctx: Dict[str "dbt_metadata_envs", } REQUIRED_MODEL_KEYS = REQUIRED_MACRO_KEYS | {"this", "compiled_code"} -MAYBE_KEYS = frozenset({"debug"}) +MAYBE_KEYS = frozenset({"debug", "defer_relation"}) POSTGRES_PROFILE_DATA = { @@ -423,6 +424,9 @@ def test_invocation_args_to_dict_in_macro_runtime_context( # Comes from unit/utils.py config_from_parts_or_dicts method assert ctx["invocation_args_dict"]["profile_dir"] == "/dev/null" + assert isinstance(ctx["invocation_args_dict"]["warn_error_options"], Dict) + assert ctx["invocation_args_dict"]["warn_error_options"] == {"include": [], "exclude": []} + def test_model_parse_context(config_postgres, manifest_fx, get_adapter, get_include_paths): ctx = providers.generate_parser_model_context( diff --git a/test/unit/test_contracts_graph_compiled.py b/tests/unit/test_contracts_graph_compiled.py similarity index 98% rename from test/unit/test_contracts_graph_compiled.py rename to tests/unit/test_contracts_graph_compiled.py index 72622d9d5c4..0dc26d3a38b 100644 --- a/test/unit/test_contracts_graph_compiled.py +++ b/tests/unit/test_contracts_graph_compiled.py @@ -147,6 +147,7 @@ def basic_uncompiled_dict(): "quoting": {}, "tags": [], "on_schema_change": "ignore", + "on_configuration_change": "apply", "meta": {}, "grants": {}, "packages": [], @@ -199,6 +200,7 @@ def basic_compiled_dict(): "quoting": {}, "tags": [], "on_schema_change": "ignore", + "on_configuration_change": "apply", "meta": {}, "grants": {}, "packages": [], @@ -354,13 +356,13 @@ def test_invalid_bad_type_model(minimal_uncompiled_dict): @pytest.mark.parametrize("func", unchanged_compiled_models) def test_compare_unchanged_model(func, basic_uncompiled_model): node, compare = func(basic_uncompiled_model) - assert node.same_contents(compare) + assert node.same_contents(compare, "postgres") @pytest.mark.parametrize("func", changed_compiled_models) def test_compare_changed_model(func, basic_uncompiled_model): node, compare = func(basic_uncompiled_model) - assert not node.same_contents(compare) + assert not node.same_contents(compare, "postgres") @pytest.fixture @@ -650,22 +652,22 @@ def test_invalid_resource_type_schema_test(minimal_schema_test_dict): @pytest.mark.parametrize("func", unchanged_schema_tests) def test_compare_unchanged_schema_test(func, basic_uncompiled_schema_test_node): value = func(basic_uncompiled_schema_test_node) - assert basic_uncompiled_schema_test_node.same_contents(value) + assert basic_uncompiled_schema_test_node.same_contents(value, "postgres") @pytest.mark.parametrize("func", changed_schema_tests) def test_compare_changed_schema_test(func, basic_uncompiled_schema_test_node): value = func(basic_uncompiled_schema_test_node) - assert not basic_uncompiled_schema_test_node.same_contents(value) + assert not basic_uncompiled_schema_test_node.same_contents(value, "postgres") def test_compare_to_compiled(basic_uncompiled_schema_test_node, basic_compiled_schema_test_node): # if you fix the severity, they should be the "same". uncompiled = basic_uncompiled_schema_test_node compiled = basic_compiled_schema_test_node - assert not uncompiled.same_contents(compiled) + assert not uncompiled.same_contents(compiled, "postgres") fixed_config = compiled.config.replace(severity=uncompiled.config.severity) fixed_compiled = compiled.replace( config=fixed_config, unrendered_config=uncompiled.unrendered_config ) - assert uncompiled.same_contents(fixed_compiled) + assert uncompiled.same_contents(fixed_compiled, "postgres") diff --git a/tests/unit/test_contracts_graph_node_args.py b/tests/unit/test_contracts_graph_node_args.py new file mode 100644 index 00000000000..f3f2d323d9a --- /dev/null +++ b/tests/unit/test_contracts_graph_node_args.py @@ -0,0 +1,38 @@ +from dbt.contracts.graph.node_args import ModelNodeArgs + + +class TestModelNodeArgs: + def test_model_node_args_unique_id(self) -> None: + model_node_args = ModelNodeArgs( + name="name", package_name="package", identifier="identifier", schema="schema" + ) + assert model_node_args.unique_id == "model.package.name" + + def test_model_node_args_unique_id_with_version(self) -> None: + model_node_args = ModelNodeArgs( + name="name", + package_name="package", + identifier="identifier", + schema="schema", + version="1", + ) + assert model_node_args.unique_id == "model.package.name.v1" + + def test_model_node_args_fqn(self) -> None: + model_node_args = ModelNodeArgs( + name="name", + package_name="package", + identifier="identifier", + schema="schema", + ) + assert model_node_args.fqn == ["package", "name"] + + def test_model_node_args_fqn_with_version(self) -> None: + model_node_args = ModelNodeArgs( + name="name", + package_name="package", + identifier="identifier", + schema="schema", + version="1", + ) + assert model_node_args.fqn == ["package", "name", "v1"] diff --git a/test/unit/test_contracts_graph_parsed.py b/tests/unit/test_contracts_graph_parsed.py similarity index 92% rename from test/unit/test_contracts_graph_parsed.py rename to tests/unit/test_contracts_graph_parsed.py index 3a6e7d2f636..21d5629bc7c 100644 --- a/test/unit/test_contracts_graph_parsed.py +++ b/tests/unit/test_contracts_graph_parsed.py @@ -20,10 +20,11 @@ GenericTestNode, SnapshotNode, IntermediateSnapshotNode, - ParsedNodePatch, Macro, Exposure, Metric, + MetricTypeParams, + MetricInputMeasure, SeedNode, Docs, MacroDependsOn, @@ -45,6 +46,7 @@ from argparse import Namespace from dbt.dataclass_schema import ValidationError +from dbt_semantic_interfaces.type_enums import MetricType from .utils import ( ContractTestCase, assert_symmetric, @@ -82,6 +84,7 @@ def populated_node_config_dict(): "tags": [], "extra": "even more", "on_schema_change": "ignore", + "on_configuration_change": "apply", "meta": {}, "grants": {}, "packages": [], @@ -166,6 +169,7 @@ def base_parsed_model_dict(): "quoting": {}, "tags": [], "on_schema_change": "ignore", + "on_configuration_change": "apply", "meta": {}, "grants": {}, "docs": {"show": True}, @@ -274,6 +278,7 @@ def complex_parsed_model_dict(): "quoting": {}, "tags": [], "on_schema_change": "ignore", + "on_configuration_change": "apply", "meta": {}, "grants": {}, "docs": {"show": True}, @@ -344,40 +349,6 @@ def complex_parsed_model_object(): ) -{ - "enabled": True, - "tags": [], - "meta": {}, - "materialized": "ephemeral", - "persist_docs": {}, - "quoting": {}, - "column_types": {"a": "text"}, - "on_schema_change": "ignore", - "grants": {}, - "packages": [], - "docs": {"show": True}, - "contract": {"enforced": False}, - "post-hook": [{"sql": 'insert into blah(a, b) select "1", 1', "transaction": True}], - "pre-hook": [], -} - -{ - "column_types": {"a": "text"}, - "enabled": True, - "materialized": "ephemeral", - "persist_docs": {}, - "post-hook": [{"sql": 'insert into blah(a, b) select "1", 1', "transaction": True}], - "pre-hook": [], - "quoting": {}, - "tags": [], - "on_schema_change": "ignore", - "meta": {}, - "grants": {}, - "docs": {"show": True}, - "packages": [], -} - - def test_model_basic(basic_parsed_model_object, base_parsed_model_dict, minimal_parsed_model_dict): node = basic_parsed_model_object node_dict = base_parsed_model_dict @@ -445,6 +416,8 @@ def test_invalid_bad_materialized(base_parsed_model_dict): lambda u: (u, u.replace(alias="other")), lambda u: (u, u.replace(schema="other")), lambda u: (u, u.replace(database="other")), + # unchanged ref representations - protected is default + lambda u: (u, u.replace(access=AccessType.Protected)), ] @@ -478,19 +451,23 @@ def test_invalid_bad_materialized(base_parsed_model_dict): lambda u: (u, replace_config(u, alias="other")), lambda u: (u, replace_config(u, schema="other")), lambda u: (u, replace_config(u, database="other")), + # changed ref representations + lambda u: (u, replace_config(u, access=AccessType.Public)), + lambda u: (u, replace_config(u, latest_version=2)), + lambda u: (u, replace_config(u, version=2)), ] @pytest.mark.parametrize("func", unchanged_nodes) def test_compare_unchanged_parsed_model(func, basic_parsed_model_object): node, compare = func(basic_parsed_model_object) - assert node.same_contents(compare) + assert node.same_contents(compare, "postgres") @pytest.mark.parametrize("func", changed_nodes) def test_compare_changed_model(func, basic_parsed_model_object): node, compare = func(basic_parsed_model_object) - assert not node.same_contents(compare) + assert not node.same_contents(compare, "postgres") @pytest.fixture @@ -513,6 +490,7 @@ def basic_parsed_seed_dict(): "alias": "foo", "config": { "column_types": {}, + "delimiter": ",", "enabled": True, "materialized": "seed", "persist_docs": {}, @@ -521,6 +499,7 @@ def basic_parsed_seed_dict(): "quoting": {}, "tags": [], "on_schema_change": "ignore", + "on_configuration_change": "apply", "meta": {}, "grants": {}, "docs": {"show": True}, @@ -603,6 +582,7 @@ def complex_parsed_seed_dict(): "alias": "foo", "config": { "column_types": {}, + "delimiter": ",", "enabled": True, "materialized": "seed", "persist_docs": {"relation": True, "columns": True}, @@ -612,6 +592,7 @@ def complex_parsed_seed_dict(): "tags": [], "quote_columns": True, "on_schema_change": "ignore", + "on_configuration_change": "apply", "meta": {}, "grants": {}, "docs": {"show": True}, @@ -660,6 +641,7 @@ def complex_parsed_seed_object(): alias="foo", config=SeedConfig( quote_columns=True, + delimiter=",", persist_docs={"relation": True, "columns": True}, ), deferred=False, @@ -753,101 +735,13 @@ def test_seed_complex(complex_parsed_seed_dict, complex_parsed_seed_object): @pytest.mark.parametrize("func", unchanged_seeds) def test_compare_unchanged_parsed_seed(func, basic_parsed_seed_object): node, compare = func(basic_parsed_seed_object) - assert node.same_contents(compare) + assert node.same_contents(compare, "postgres") @pytest.mark.parametrize("func", changed_seeds) def test_compare_changed_seed(func, basic_parsed_seed_object): node, compare = func(basic_parsed_seed_object) - assert not node.same_contents(compare) - - -@pytest.fixture -def basic_parsed_model_patch_dict(): - return { - "name": "foo", - "description": "The foo model", - "original_file_path": "path/to/schema.yml", - "docs": {"show": True}, - "meta": {}, - "yaml_key": "models", - "package_name": "test", - "columns": { - "a": { - "name": "a", - "description": "a text field", - "meta": {}, - "tags": [], - "constraints": [], - }, - }, - "config": {}, - "access": "public", - "version": "1", - "latest_version": "1", - } - - -@pytest.fixture -def basic_parsed_model_patch_object(): - return ParsedNodePatch( - name="foo", - yaml_key="models", - package_name="test", - description="The foo model", - original_file_path="path/to/schema.yml", - columns={"a": ColumnInfo(name="a", description="a text field", meta={})}, - docs=Docs(), - meta={}, - config={}, - access="public", - version="1", - latest_version="1", - ) - - -@pytest.fixture -def patched_model_object(): - return ModelNode( - package_name="test", - path="/root/x/path.sql", - original_file_path="/root/path.sql", - language="sql", - raw_code="select * from wherever", - name="foo", - resource_type=NodeType.Model, - unique_id="model.test.foo", - fqn=["test", "models", "foo"], - refs=[], - sources=[], - metrics=[], - depends_on=DependsOn(), - description="The foo model", - database="test_db", - schema="test_schema", - alias="bar", - tags=[], - meta={}, - config=NodeConfig(), - patch_path="test://path/to/schema.yml", - columns={"a": ColumnInfo(name="a", description="a text field", meta={})}, - docs=Docs(), - checksum=FileHash.from_contents(""), - unrendered_config={}, - access=AccessType.Public, - version="1", - latest_version="1", - ) - - -def test_patch_parsed_model( - basic_parsed_model_object, basic_parsed_model_patch_object, patched_model_object -): - pre_patch = basic_parsed_model_object - pre_patch.patch(basic_parsed_model_patch_object) - pre_patch.created_at = 1.0 - patched_model_object.created_at = 1.0 - assert patched_model_object == pre_patch + assert not node.same_contents(compare, "postgres") @pytest.fixture @@ -905,6 +799,7 @@ def base_parsed_hook_dict(): "quoting": {}, "tags": [], "on_schema_change": "ignore", + "on_configuration_change": "apply", "meta": {}, "grants": {}, "docs": {"show": True}, @@ -987,6 +882,7 @@ def complex_parsed_hook_dict(): "quoting": {}, "tags": [], "on_schema_change": "ignore", + "on_configuration_change": "apply", "meta": {}, "grants": {}, "docs": {"show": True}, @@ -1343,6 +1239,7 @@ def basic_timestamp_snapshot_config_dict(): "target_database": "some_snapshot_db", "target_schema": "some_snapshot_schema", "on_schema_change": "ignore", + "on_configuration_change": "apply", "meta": {}, "grants": {}, "packages": [], @@ -1380,6 +1277,7 @@ def complex_timestamp_snapshot_config_dict(): "strategy": "timestamp", "updated_at": "last_update", "on_schema_change": "ignore", + "on_configuration_change": "apply", "meta": {}, "grants": {}, "packages": [], @@ -1445,6 +1343,7 @@ def basic_check_snapshot_config_dict(): "strategy": "check", "check_cols": "all", "on_schema_change": "ignore", + "on_configuration_change": "apply", "meta": {}, "grants": {}, "packages": [], @@ -1482,6 +1381,7 @@ def complex_set_snapshot_config_dict(): "strategy": "check", "check_cols": ["a", "b"], "on_schema_change": "ignore", + "on_configuration_change": "apply", "meta": {}, "grants": {}, "packages": [], @@ -1598,6 +1498,7 @@ def basic_timestamp_snapshot_dict(): "strategy": "timestamp", "updated_at": "last_update", "on_schema_change": "ignore", + "on_configuration_change": "apply", "meta": {}, "grants": {}, "docs": {"show": True}, @@ -1745,6 +1646,7 @@ def basic_check_snapshot_dict(): "strategy": "check", "check_cols": "all", "on_schema_change": "ignore", + "on_configuration_change": "apply", "meta": {}, "grants": {}, "docs": {"show": True}, @@ -1894,60 +1796,6 @@ def test_invalid_snapshot_bad_resource_type(basic_timestamp_snapshot_dict): assert_fails_validation(bad_resource_type, SnapshotNode) -def test_basic_parsed_node_patch(basic_parsed_model_patch_object, basic_parsed_model_patch_dict): - assert_symmetric(basic_parsed_model_patch_object, basic_parsed_model_patch_dict) - - -@pytest.fixture -def populated_parsed_node_patch_dict(): - return { - "name": "foo", - "description": "The foo model", - "original_file_path": "path/to/schema.yml", - "columns": { - "a": { - "name": "a", - "description": "a text field", - "meta": {}, - "tags": [], - "constraints": [], - }, - }, - "docs": {"show": False}, - "meta": {"key": ["value"]}, - "yaml_key": "models", - "package_name": "test", - "config": {}, - "access": "public", - "version": "1", - "latest_version": "1", - } - - -@pytest.fixture -def populated_parsed_node_patch_object(): - return ParsedNodePatch( - name="foo", - description="The foo model", - original_file_path="path/to/schema.yml", - columns={"a": ColumnInfo(name="a", description="a text field", meta={})}, - meta={"key": ["value"]}, - yaml_key="models", - package_name="test", - docs=Docs(show=False), - config={}, - access="public", - version="1", - latest_version="1", - ) - - -def test_populated_parsed_node_patch( - populated_parsed_node_patch_dict, populated_parsed_node_patch_object -): - assert_symmetric(populated_parsed_node_patch_object, populated_parsed_node_patch_dict) - - class TestParsedMacro(ContractTestCase): ContractType = Macro @@ -2441,7 +2289,8 @@ def test_compare_changed_exposure(func, basic_parsed_exposure_object): def minimal_parsed_metric_dict(): return { "name": "my_metric", - "type": "count", + "type": "simple", + "type_params": {"measure": {"name": "my_measure"}}, "timestamp": "created_at", "time_grains": ["day"], "fqn": ["test", "metrics", "my_metric"], @@ -2461,19 +2310,10 @@ def basic_parsed_metric_dict(): return { "name": "new_customers", "label": "New Customers", - "model": 'ref("dim_customers")', - "calculation_method": "count", - "expression": "user_id", - "timestamp": "signup_date", - "time_grains": ["day", "week", "month"], - "dimensions": ["plan", "country"], - "filters": [ - { - "field": "is_paying", - "value": "true", - "operator": "=", - } - ], + "type": "simple", + "type_params": { + "measure": {"name": "customers", "filter": {"where_sql_template": "is_new = true"}}, + }, "resource_type": "metric", "refs": [["dim_customers"]], "sources": [], @@ -2483,7 +2323,7 @@ def basic_parsed_metric_dict(): "package_name": "test", "path": "models/something.yml", "original_file_path": "models/something.yml", - "description": "", + "description": "New Customers", "meta": {}, "tags": [], "created_at": 1.0, @@ -2499,8 +2339,9 @@ def basic_parsed_metric_object(): return Metric( name="my_metric", resource_type=NodeType.Metric, - calculation_method="count", - fqn=["test", "metrics", "my_metric"], + type=MetricType.SIMPLE, + type_params=MetricTypeParams(measure=MetricInputMeasure(name="a_measure")), + fqn=["test", "metrics", "myq_metric"], unique_id="metric.test.my_metric", package_name="test", path="models/something.yml", diff --git a/test/unit/test_contracts_graph_unparsed.py b/tests/unit/test_contracts_graph_unparsed.py similarity index 90% rename from test/unit/test_contracts_graph_unparsed.py rename to tests/unit/test_contracts_graph_unparsed.py index 4f944990af7..7f29937a007 100644 --- a/test/unit/test_contracts_graph_unparsed.py +++ b/tests/unit/test_contracts_graph_unparsed.py @@ -1,5 +1,6 @@ -import pickle from datetime import timedelta +import pickle +import pytest from dbt.contracts.graph.unparsed import ( UnparsedNode, @@ -21,9 +22,8 @@ Owner, ExposureType, UnparsedMetric, - MetricFilter, - MetricTime, - MetricTimePeriod, + UnparsedMetricTypeParams, + UnparsedMetricInputMeasure, UnparsedVersion, ) from dbt.contracts.results import FreshnessStatus @@ -132,18 +132,6 @@ def test_empty(self): self.assert_fails_validation(node_dict, cls=UnparsedRunHook) self.assert_fails_validation(node_dict, cls=UnparsedMacro) - def test_bad_type(self): - node_dict = { - "name": "foo", - "resource_type": NodeType.Source, # not valid! - "path": "/root/x/path.sql", - "original_file_path": "/root/path.sql", - "package_name": "test", - "language": "sql", - "raw_code": 'select * from {{ ref("thing") }}', - } - self.assert_fails_validation(node_dict) - class TestUnparsedRunHook(ContractTestCase): ContractType = UnparsedRunHook @@ -864,40 +852,16 @@ def get_ok_dict(self): return { "name": "new_customers", "label": "New Customers", - "model": 'ref("dim_customers")', "description": "New customers", - "calculation_method": "count", - "expression": "user_id", - "config": {}, - "timestamp": "signup_date", - "time_grains": ["day", "week", "month"], - "dimensions": ["plan", "country"], - "filters": [ - { - "field": "is_paying", - "value": "True", - "operator": "=", - } - ], - "window": {"count": 14, "period": "day"}, - "tags": [], - "meta": {"is_okr": True}, - } - - def get_ok_derived_dict(self): - return { - "name": "arpc", - "label": "revenue per customer", - "description": "", - "calculation_method": "derived", - "expression": "{{ metric('revenue') }} / {{ metric('customers') }}", + "type": "simple", + "type_params": { + "measure": { + "name": "customers", + "filter": "is_new = true", + }, + }, "config": {}, - "time_grains": ["day", "week", "month"], - "timestamp": "signup_date", - "dimensions": [], - "filters": [], "tags": [], - "window": {}, "meta": {"is_okr": True}, } @@ -905,63 +869,24 @@ def test_ok(self): metric = self.ContractType( name="new_customers", label="New Customers", - model='ref("dim_customers")', description="New customers", - calculation_method="count", - expression="user_id", - config={}, - timestamp="signup_date", - time_grains=["day", "week", "month"], - dimensions=["plan", "country"], - filters=[ - MetricFilter( - field="is_paying", - value="True", - operator="=", + type="simple", + type_params=UnparsedMetricTypeParams( + measure=UnparsedMetricInputMeasure( + name="customers", + filter="is_new = true", ) - ], - window=MetricTime(count=14, period=MetricTimePeriod.day), - meta={"is_okr": True}, - ) - dct = self.get_ok_dict() - self.assert_symmetric(metric, dct) - pickle.loads(pickle.dumps(metric)) - - def test_ok_metric_no_model(self): - # Derived metrics do not have model properties - metric = self.ContractType( - name="arpc", - label="revenue per customer", - model=None, - description="", - calculation_method="derived", - expression="{{ metric('revenue') }} / {{ metric('customers') }}", - timestamp="signup_date", + ), config={}, - time_grains=["day", "week", "month"], - window=MetricTime(), - dimensions=[], meta={"is_okr": True}, ) - dct = self.get_ok_derived_dict() + dct = self.get_ok_dict() self.assert_symmetric(metric, dct) pickle.loads(pickle.dumps(metric)) - def test_bad_metric_no_calculation_method(self): - tst = self.get_ok_dict() - del tst["calculation_method"] - self.assert_fails_validation(tst) - - def test_bad_metric_no_model(self): - tst = self.get_ok_dict() - # Metrics with calculation_type='derived' do not have model props - tst["model"] = None - tst["calculation_method"] = "sum" - self.assert_fails_validation(tst) - - def test_bad_filter_missing_things(self): + def test_bad_metric_no_type_params(self): tst = self.get_ok_dict() - del tst["filters"][0]["operator"] + del tst["type_params"] self.assert_fails_validation(tst) def test_bad_tags(self): @@ -1004,3 +929,25 @@ def test_bad_version_no_v(self): version = self.get_ok_dict() del version["v"] self.assert_fails_validation(version) + + +@pytest.mark.parametrize( + "left,right,expected_lt", + [ + # same types + (2, 12, True), + (12, 2, False), + ("a", "b", True), + ("b", "a", False), + # mismatched types - numeric + (2, 12.0, True), + (12.0, 2, False), + (2, "12", True), + ("12", 2, False), + # mismatched types + (1, "test", True), + ("test", 1, False), + ], +) +def test_unparsed_version_lt(left, right, expected_lt): + assert (UnparsedVersion(left) < UnparsedVersion(right)) == expected_lt diff --git a/test/unit/test_contracts_project.py b/tests/unit/test_contracts_project.py similarity index 100% rename from test/unit/test_contracts_project.py rename to tests/unit/test_contracts_project.py diff --git a/test/unit/test_core_dbt_utils.py b/tests/unit/test_core_dbt_utils.py similarity index 83% rename from test/unit/test_core_dbt_utils.py rename to tests/unit/test_core_dbt_utils.py index 3f123dd5593..455b2fee01f 100644 --- a/test/unit/test_core_dbt_utils.py +++ b/tests/unit/test_core_dbt_utils.py @@ -28,6 +28,11 @@ def test_connection_exception_retry_success_failed_untar(self): connection_exception_retry(lambda: Counter._add_with_untar_exception(), 5) self.assertEqual(2, counter) # 2 = original attempt returned ReadError, plus 1 retry + def test_connection_exception_retry_success_failed_eofexception(self): + Counter._reset() + connection_exception_retry(lambda: Counter._add_with_eof_exception(), 5) + self.assertEqual(2, counter) # 2 = original attempt returned EOFError, plus 1 retry + counter: int = 0 @@ -57,6 +62,12 @@ def _add_with_untar_exception(): if counter < 2: raise tarfile.ReadError + def _add_with_eof_exception(): + global counter + counter += 1 + if counter < 2: + raise EOFError + def _reset(): global counter counter = 0 diff --git a/test/unit/test_deps.py b/tests/unit/test_deps.py similarity index 96% rename from test/unit/test_deps.py rename to tests/unit/test_deps.py index 5728cb703b6..39a799e638e 100644 --- a/test/unit/test_deps.py +++ b/tests/unit/test_deps.py @@ -6,7 +6,7 @@ import dbt.deps import dbt.exceptions from dbt.deps.git import GitUnpinnedPackage -from dbt.deps.local import LocalUnpinnedPackage +from dbt.deps.local import LocalUnpinnedPackage, LocalPinnedPackage from dbt.deps.tarball import TarballUnpinnedPackage from dbt.deps.registry import RegistryUnpinnedPackage from dbt.clients.registry import is_compatible_version @@ -92,6 +92,21 @@ def test_init(self): self.assertEqual(a_pinned.source_type(), "git") self.assertIs(a_pinned.warn_unpinned, True) + @mock.patch("shutil.copytree") + @mock.patch("dbt.deps.local.system.make_symlink") + @mock.patch("dbt.deps.local.LocalPinnedPackage.get_installation_path") + @mock.patch("dbt.deps.local.LocalPinnedPackage.resolve_path") + def test_deps_install( + self, mock_resolve_path, mock_get_installation_path, mock_symlink, mock_shutil + ): + mock_resolve_path.return_value = "/tmp/source" + mock_get_installation_path.return_value = "/tmp/dest" + mock_symlink.side_effect = OSError("Install deps symlink error") + + LocalPinnedPackage("local").install("dummy", "dummy") + self.assertEqual(mock_shutil.call_count, 1) + mock_shutil.assert_called_once_with("/tmp/source", "/tmp/dest") + def test_invalid(self): with self.assertRaises(ValidationError): GitPackage.validate( diff --git a/test/unit/test_docs_blocks.py b/tests/unit/test_docs_blocks.py similarity index 100% rename from test/unit/test_docs_blocks.py rename to tests/unit/test_docs_blocks.py diff --git a/test/unit/test_docs_generate.py b/tests/unit/test_docs_generate.py similarity index 100% rename from test/unit/test_docs_generate.py rename to tests/unit/test_docs_generate.py diff --git a/tests/unit/test_events.py b/tests/unit/test_events.py index a9333e8096a..47bb98da036 100644 --- a/tests/unit/test_events.py +++ b/tests/unit/test_events.py @@ -2,7 +2,7 @@ import re from typing import TypeVar -from dbt.contracts.results import TimingInfo +from dbt.contracts.results import TimingInfo, RunResult, RunStatus from dbt.events import AdapterLogger, types from dbt.events.base_types import ( BaseEvent, @@ -14,11 +14,15 @@ WarnLevel, msg_from_base_event, ) -from dbt.events.functions import msg_to_dict, msg_to_json +from dbt.events.eventmgr import TestEventManager, EventManager +from dbt.events.functions import msg_to_dict, msg_to_json, ctx_set_event_manager from dbt.events.helpers import get_json_string_utcnow +from dbt.events.types import RunResultError from dbt.flags import set_from_args from argparse import Namespace +from dbt.task.printer import print_run_result_error + set_from_args(Namespace(WARN_ERROR=False), None) @@ -133,11 +137,13 @@ def test_event_codes(self): types.EnvironmentVariableRenamed(old_name="", new_name=""), types.ConfigLogPathDeprecation(deprecated_path=""), types.ConfigTargetPathDeprecation(deprecated_path=""), + types.CollectFreshnessReturnSignature(), # E - DB Adapter ====================== types.AdapterEventDebug(), types.AdapterEventInfo(), types.AdapterEventWarning(), types.AdapterEventError(), + types.AdapterRegistered(adapter_name="dbt-awesome", adapter_version="1.2.3"), types.NewConnection(conn_type="", conn_name=""), types.ConnectionReused(conn_name=""), types.ConnectionLeftOpenInCleanup(conn_name=""), @@ -185,8 +191,6 @@ def test_event_codes(self): types.InvalidValueForField(field_name="test", field_value="test"), types.ValidationWarning(resource_type="model", field_name="access", node_name="my_macro"), types.ParsePerfInfoPath(path=""), - types.GenericTestFileParse(path=""), - types.MacroFileParse(path=""), types.PartialParsingErrorProcessingFile(file=""), types.PartialParsingFile(file_id=""), types.PartialParsingError(exc_info={}), @@ -228,6 +232,38 @@ def test_event_codes(self): types.JinjaLogWarning(), types.JinjaLogInfo(msg=""), types.JinjaLogDebug(msg=""), + types.UnpinnedRefNewVersionAvailable( + ref_node_name="", ref_node_package="", ref_node_version="", ref_max_version="" + ), + types.DeprecatedModel(model_name="", model_version="", deprecation_date=""), + types.DeprecatedReference( + model_name="", + ref_model_name="", + ref_model_package="", + ref_model_deprecation_date="", + ref_model_latest_version="", + ), + types.UpcomingReferenceDeprecation( + model_name="", + ref_model_name="", + ref_model_package="", + ref_model_deprecation_date="", + ref_model_latest_version="", + ), + types.UnsupportedConstraintMaterialization(materialized=""), + types.ParseInlineNodeError(exc=""), + types.SemanticValidationFailure(msg=""), + types.UnversionedBreakingChange( + breaking_changes=[], + model_name="", + model_file_path="", + contract_enforced_disabled=True, + columns_removed=[], + column_type_changes=[], + enforced_column_constraint_removed=[], + enforced_model_constraint_removed=[], + materialization_changed=[], + ), # M - Deps generation ====================== types.GitSparseCheckoutSubdirectory(subdir=""), types.GitProgressCheckoutRevision(revision=""), @@ -367,8 +403,6 @@ def test_event_codes(self): types.RunResultErrorNoMessage(status=""), types.SQLCompiledPath(path=""), types.CheckNodeTestFailure(relation_name=""), - types.FirstRunResultError(msg=""), - types.AfterFirstRunResultError(msg=""), types.EndOfRunSummary(num_errors=0, num_warnings=0, keyboard_interrupt=False), types.LogSkipBecauseError(schema="", relation="", index=0, total=0), types.EnsureGitInstalled(), @@ -464,3 +498,34 @@ def test_bad_serialization(): str(excinfo.value) == "[Note]: Unable to parse dict {'param_event_doesnt_have': 'This should break'}" ) + + +def test_single_run_error(): + + try: + # Add a recording event manager to the context, so we can test events. + event_mgr = TestEventManager() + ctx_set_event_manager(event_mgr) + + error_result = RunResult( + status=RunStatus.Error, + timing=[], + thread_id="", + execution_time=0.0, + node=None, + adapter_response=dict(), + message="oh no!", + failures=[], + ) + + print_run_result_error(error_result) + events = [e for e in event_mgr.event_history if isinstance(e[0], RunResultError)] + + assert len(events) == 1 + assert events[0][0].msg == "oh no!" + + finally: + # Set an empty event manager unconditionally on exit. This is an early + # attempt at unit testing events, and we need to think about how it + # could be done in a thread safe way in the long run. + ctx_set_event_manager(EventManager()) diff --git a/test/unit/test_flags.py b/tests/unit/test_flags.py similarity index 100% rename from test/unit/test_flags.py rename to tests/unit/test_flags.py diff --git a/tests/unit/test_functions.py b/tests/unit/test_functions.py index 20f419218ed..30112d8507a 100644 --- a/tests/unit/test_functions.py +++ b/tests/unit/test_functions.py @@ -2,7 +2,7 @@ import pytest import dbt.flags as flags -from dbt.events.functions import msg_to_dict, warn_or_error +from dbt.events.functions import msg_to_dict, warn_or_error, setup_event_logger from dbt.events.types import InfoLevel, NoNodesForSelectionCriteria from dbt.exceptions import EventCompilationError @@ -59,3 +59,13 @@ def __init__(self): assert ( False ), f"We expect `msg_to_dict` to gracefully handle exceptions, but it raised {exc}" + + +def test_setup_event_logger_specify_max_bytes(mocker): + patched_file_handler = mocker.patch("dbt.events.eventmgr.RotatingFileHandler") + args = Namespace(log_file_max_bytes=1234567) + flags.set_from_args(args, {}) + setup_event_logger(flags.get_flags()) + patched_file_handler.assert_called_once_with( + filename="logs/dbt.log", encoding="utf8", maxBytes=1234567, backupCount=5 + ) diff --git a/test/unit/test_graph.py b/tests/unit/test_graph.py similarity index 92% rename from test/unit/test_graph.py rename to tests/unit/test_graph.py index 47f09aed873..48011cd2553 100644 --- a/test/unit/test_graph.py +++ b/tests/unit/test_graph.py @@ -18,6 +18,7 @@ from dbt.contracts.files import SourceFile, FileHash, FilePath from dbt.contracts.graph.manifest import MacroManifest, ManifestStateCheck from dbt.graph import NodeSelector, parse_difference +from dbt.events.functions import setup_event_logger try: from queue import Empty @@ -115,16 +116,6 @@ def mock_load_source_file(path, parse_file_type, project_name, saved_files): self.mock_source_file.side_effect = mock_load_source_file - @patch("dbt.parser.hooks.HookParser.get_path") - def _mock_hook_path(self): - path = FilePath( - searched_path=".", - project_root=os.path.normcase(os.getcwd()), - relative_path="dbt_project.yml", - modification_time=0.0, - ) - return path - def get_config(self, extra_cfg=None): if extra_cfg is None: extra_cfg = {} @@ -140,6 +131,7 @@ def get_config(self, extra_cfg=None): config = config_from_parts_or_dicts(project=cfg, profile=self.profile) dbt.flags.set_from_args(Namespace(), config) + setup_event_logger(dbt.flags.get_flags()) object.__setattr__(dbt.flags.get_flags(), "PARTIAL_PARSE", False) return config @@ -215,6 +207,37 @@ def test__two_models_simple_ref(self): ], ) + def test__two_models_package_ref(self): + self.use_models( + { + "model_one": "select * from events", + "model_two": "select * from {{ref('test_models_compile', 'model_one')}}", + } + ) + + config = self.get_config() + manifest = self.load_manifest(config) + compiler = self.get_compiler(config) + linker = compiler.compile(manifest) + + self.assertCountEqual( + linker.nodes(), + [ + "model.test_models_compile.model_one", + "model.test_models_compile.model_two", + ], + ) + + self.assertCountEqual( + linker.edges(), + [ + ( + "model.test_models_compile.model_one", + "model.test_models_compile.model_two", + ) + ], + ) + def test__model_materializations(self): self.use_models( { diff --git a/test/unit/test_graph_selection.py b/tests/unit/test_graph_selection.py similarity index 99% rename from test/unit/test_graph_selection.py rename to tests/unit/test_graph_selection.py index aeefa2fea9d..572c8fed10d 100644 --- a/test/unit/test_graph_selection.py +++ b/tests/unit/test_graph_selection.py @@ -42,6 +42,7 @@ def _get_manifest(graph): resource_type=NodeType.Model, empty=False, config=mock.MagicMock(enabled=True), + is_versioned=False, ) nodes[unique_id] = node diff --git a/test/unit/test_graph_selector_methods.py b/tests/unit/test_graph_selector_methods.py similarity index 87% rename from test/unit/test_graph_selector_methods.py rename to tests/unit/test_graph_selector_methods.py index 31ca79f3c9f..4345f762b55 100644 --- a/test/unit/test_graph_selector_methods.py +++ b/tests/unit/test_graph_selector_methods.py @@ -14,6 +14,8 @@ ModelNode, Exposure, Metric, + MetricTypeParams, + MetricInputMeasure, Group, SeedNode, SingularTestNode, @@ -22,9 +24,10 @@ TestConfig, TestMetadata, ColumnInfo, + AccessType, ) -from dbt.contracts.graph.manifest import Manifest -from dbt.contracts.graph.unparsed import ExposureType, Owner, MetricFilter, MetricTime +from dbt.contracts.graph.manifest import Manifest, ManifestMetadata +from dbt.contracts.graph.unparsed import ExposureType, Owner from dbt.contracts.state import PreviousState from dbt.node_types import NodeType from dbt.graph.selector_methods import ( @@ -32,6 +35,7 @@ QualifiedNameSelectorMethod, TagSelectorMethod, GroupSelectorMethod, + AccessSelectorMethod, SourceSelectorMethod, PathSelectorMethod, FileSelectorMethod, @@ -46,6 +50,7 @@ ) import dbt.exceptions import dbt.contracts.graph.nodes +from dbt_semantic_interfaces.type_enums import MetricType from .utils import replace_config @@ -63,6 +68,7 @@ def make_model( depends_on_macros=None, version=None, latest_version=None, + access=None, ): if refs is None: refs = [] @@ -120,6 +126,7 @@ def make_model( checksum=FileHash.from_contents(""), version=version, latest_version=latest_version, + access=access or AccessType.Protected, ) @@ -397,21 +404,9 @@ def make_metric(pkg, name, path=None): unique_id=f"metric.{pkg}.{name}", fqn=[pkg, "metrics", name], label="New Customers", - model='ref("multi")', description="New customers", - calculation_method="count", - expression="user_id", - timestamp="signup_date", - time_grains=["day", "week", "month"], - dimensions=["plan", "country"], - filters=[ - MetricFilter( - field="is_paying", - value=True, - operator="=", - ) - ], - window=MetricTime(), + type=MetricType.SIMPLE, + type_params=MetricTypeParams(measure=MetricInputMeasure(name="count_cats")), meta={"is_okr": True}, tags=["okrs"], ) @@ -643,6 +638,21 @@ def versioned_model_v3(seed): ) +@pytest.fixture +def versioned_model_v12_string(seed): + return make_model( + "pkg", + "versioned_model", + 'select * from {{ ref("seed") }}', + config_kwargs={"materialized": "table"}, + refs=[seed], + sources=[], + path="subdirectory/versioned_model_v12.sql", + version="12", + latest_version=2, + ) + + @pytest.fixture def versioned_model_v4_nested_dir(seed): return make_model( @@ -737,6 +747,7 @@ def manifest( versioned_model_v2, versioned_model_v3, versioned_model_v4_nested_dir, + versioned_model_v12_string, ext_source_2, ext_source_other, ext_source_other_2, @@ -765,6 +776,7 @@ def manifest( versioned_model_v2, versioned_model_v3, versioned_model_v4_nested_dir, + versioned_model_v12_string, ext_model, table_id_unique, table_id_not_null, @@ -793,6 +805,7 @@ def manifest( disabled=[], selectors={}, groups={}, + metadata=ManifestMetadata(adapter_type="postgres"), ) return manifest @@ -827,6 +840,7 @@ def test_select_fqn(manifest): "versioned_model.v2", "versioned_model.v3", "versioned_model.v4", + "versioned_model.v12", "table_model", "table_model_py", "table_model_csv", @@ -844,10 +858,19 @@ def test_select_fqn(manifest): "versioned_model.v2", "versioned_model.v3", "versioned_model.v4", + "versioned_model.v12", } assert search_manifest_using_method(manifest, method, "versioned_model.v1") == { "versioned_model.v1" } + # version selection with _ instead of '.' + assert search_manifest_using_method(manifest, method, "versioned_model_v1") == { + "versioned_model.v1" + } + # version selection with _ instead of '.' - latest version + assert search_manifest_using_method(manifest, method, "versioned_model_v2") == { + "versioned_model.v2" + } # wildcards assert search_manifest_using_method(manifest, method, "*.*.*_model") == { "mynamespace.union_model", @@ -919,6 +942,22 @@ def test_select_group(manifest, view_model): assert not search_manifest_using_method(manifest, method, "not_my_group") +def test_select_access(manifest, view_model): + change_node( + manifest, + view_model.replace( + access="public", + ), + ) + methods = MethodManager(manifest, None) + method = methods.get_method("access", []) + assert isinstance(method, AccessSelectorMethod) + assert method.arguments == [] + + assert search_manifest_using_method(manifest, method, "public") == {"view_model"} + assert not search_manifest_using_method(manifest, method, "private") + + def test_select_source(manifest): methods = MethodManager(manifest, None) method = methods.get_method("source", []) @@ -1009,6 +1048,15 @@ def test_select_file(manifest): assert not search_manifest_using_method(manifest, method, "missing.py") assert search_manifest_using_method(manifest, method, "table_*.csv") == {"table_model_csv"} + # stem selector match + assert search_manifest_using_method(manifest, method, "union_model") == { + "union_model", + "mynamespace.union_model", + } + assert search_manifest_using_method(manifest, method, "versioned_model_v1") == { + "versioned_model.v1" + } + def test_select_package(manifest): methods = MethodManager(manifest, None) @@ -1022,6 +1070,7 @@ def test_select_package(manifest): "versioned_model.v2", "versioned_model.v3", "versioned_model.v4", + "versioned_model.v12", "table_model", "table_model_py", "table_model_csv", @@ -1074,6 +1123,7 @@ def test_select_config_materialized(manifest): "versioned_model.v2", "versioned_model.v3", "versioned_model.v4", + "versioned_model.v12", "mynamespace.union_model", } @@ -1160,6 +1210,7 @@ def test_select_version(manifest): assert search_manifest_using_method(manifest, method, "prerelease") == { "versioned_model.v3", "versioned_model.v4", + "versioned_model.v12", } assert search_manifest_using_method(manifest, method, "none") == { "table_model_py", @@ -1200,7 +1251,9 @@ def test_select_metric(manifest): def previous_state(manifest): writable = copy.deepcopy(manifest).writable_manifest() state = PreviousState( - path=Path("/path/does/not/exist"), current_path=Path("/path/does/not/exist") + state_path=Path("/path/does/not/exist"), + target_path=Path("/path/does/not/exist"), + project_root=Path("/path/does/not/exist"), ) state.manifest = writable return state @@ -1232,7 +1285,6 @@ def test_select_state_no_change(manifest, previous_state): method = statemethod(manifest, previous_state) assert not search_manifest_using_method(manifest, method, "modified") assert not search_manifest_using_method(manifest, method, "new") - assert not search_manifest_using_method(manifest, method, "new") assert not search_manifest_using_method(manifest, method, "modified.configs") assert not search_manifest_using_method(manifest, method, "modified.persisted_descriptions") assert not search_manifest_using_method(manifest, method, "modified.relation") @@ -1250,6 +1302,14 @@ def test_select_state_nothing(manifest, previous_state): search_manifest_using_method(manifest, method, "new") assert "no comparison manifest" in str(exc.value) + with pytest.raises(dbt.exceptions.DbtRuntimeError) as exc: + search_manifest_using_method(manifest, method, "unmodified") + assert "no comparison manifest" in str(exc.value) + + with pytest.raises(dbt.exceptions.DbtRuntimeError) as exc: + search_manifest_using_method(manifest, method, "old") + assert "no comparison manifest" in str(exc.value) + def test_select_state_added_model(manifest, previous_state): add_node(manifest, make_model("pkg", "another_model", "select 1 as id")) @@ -1258,6 +1318,10 @@ def test_select_state_added_model(manifest, previous_state): assert search_manifest_using_method(manifest, method, "new") == {"another_model"} assert search_manifest_using_method(manifest, method, "modified.body") == {"another_model"} + # none of these + assert not {"another_model"} in search_manifest_using_method(manifest, method, "old") + assert not {"another_model"} in search_manifest_using_method(manifest, method, "unmodified") + def test_select_state_changed_model_sql(manifest, previous_state, view_model): change_node(manifest, view_model.replace(raw_code="select 1 as id")) @@ -1269,6 +1333,8 @@ def test_select_state_changed_model_sql(manifest, previous_state, view_model): # none of these assert not search_manifest_using_method(manifest, method, "new") + assert not {"view_model"} in search_manifest_using_method(manifest, method, "old") + assert not {"view_model"} in search_manifest_using_method(manifest, method, "unmodified") assert not search_manifest_using_method(manifest, method, "modified.configs") assert not search_manifest_using_method(manifest, method, "modified.persisted_descriptions") assert not search_manifest_using_method(manifest, method, "modified.relation") @@ -1283,6 +1349,10 @@ def test_select_state_changed_model_fqn(manifest, previous_state, view_model): assert search_manifest_using_method(manifest, method, "modified") == {"view_model"} assert not search_manifest_using_method(manifest, method, "new") + # none of these + assert not {"view_model"} in search_manifest_using_method(manifest, method, "old") + assert not {"view_model"} in search_manifest_using_method(manifest, method, "unmodified") + def test_select_state_added_seed(manifest, previous_state): add_node(manifest, make_seed("pkg", "another_seed")) @@ -1290,12 +1360,17 @@ def test_select_state_added_seed(manifest, previous_state): assert search_manifest_using_method(manifest, method, "modified") == {"another_seed"} assert search_manifest_using_method(manifest, method, "new") == {"another_seed"} + # none of these + assert not {"another_seed"} in search_manifest_using_method(manifest, method, "old") + assert not {"another_seed"} in search_manifest_using_method(manifest, method, "unmodified") + def test_select_state_changed_seed_checksum_sha_to_sha(manifest, previous_state, seed): change_node(manifest, seed.replace(checksum=FileHash.from_contents("changed"))) method = statemethod(manifest, previous_state) assert search_manifest_using_method(manifest, method, "modified") == {"seed"} assert not search_manifest_using_method(manifest, method, "new") + assert "seed" not in search_manifest_using_method(manifest, method, "unmodified") def test_select_state_changed_seed_checksum_path_to_path(manifest, previous_state, seed): @@ -1317,6 +1392,16 @@ def test_select_state_changed_seed_checksum_path_to_path(manifest, previous_stat with mock.patch("dbt.contracts.graph.nodes.warn_or_error") as warn_or_error_patch: assert not search_manifest_using_method(manifest, method, "new") warn_or_error_patch.assert_not_called() + with mock.patch("dbt.contracts.graph.nodes.warn_or_error") as warn_or_error_patch: + assert search_manifest_using_method(manifest, method, "old") + warn_or_error_patch.assert_not_called() + with mock.patch("dbt.contracts.graph.nodes.warn_or_error") as warn_or_error_patch: + assert search_manifest_using_method(manifest, method, "unmodified") + warn_or_error_patch.assert_called_once() + event = warn_or_error_patch.call_args[0][0] + assert type(event).__name__ == "SeedExceedsLimitSamePath" + msg = event.message() + assert msg.startswith("Found a seed (pkg.seed) >1MB in size") def test_select_state_changed_seed_checksum_sha_to_path(manifest, previous_state, seed): @@ -1334,6 +1419,16 @@ def test_select_state_changed_seed_checksum_sha_to_path(manifest, previous_state with mock.patch("dbt.contracts.graph.nodes.warn_or_error") as warn_or_error_patch: assert not search_manifest_using_method(manifest, method, "new") warn_or_error_patch.assert_not_called() + with mock.patch("dbt.contracts.graph.nodes.warn_or_error") as warn_or_error_patch: + assert search_manifest_using_method(manifest, method, "old") + warn_or_error_patch.assert_not_called() + with mock.patch("dbt.contracts.graph.nodes.warn_or_error") as warn_or_error_patch: + assert search_manifest_using_method(manifest, method, "unmodified") + warn_or_error_patch.assert_called_once() + event = warn_or_error_patch.call_args[0][0] + assert type(event).__name__ == "SeedIncreased" + msg = event.message() + assert msg.startswith("Found a seed (pkg.seed) >1MB in size") def test_select_state_changed_seed_checksum_path_to_sha(manifest, previous_state, seed): @@ -1348,6 +1443,12 @@ def test_select_state_changed_seed_checksum_path_to_sha(manifest, previous_state with mock.patch("dbt.contracts.graph.nodes.warn_or_error") as warn_or_error_patch: assert not search_manifest_using_method(manifest, method, "new") warn_or_error_patch.assert_not_called() + with mock.patch("dbt.contracts.graph.nodes.warn_or_error") as warn_or_error_patch: + assert "seed" not in search_manifest_using_method(manifest, method, "unmodified") + warn_or_error_patch.assert_not_called() + with mock.patch("dbt.contracts.graph.nodes.warn_or_error") as warn_or_error_patch: + assert "seed" in search_manifest_using_method(manifest, method, "old") + warn_or_error_patch.assert_not_called() def test_select_state_changed_seed_fqn(manifest, previous_state, seed): @@ -1355,6 +1456,8 @@ def test_select_state_changed_seed_fqn(manifest, previous_state, seed): method = statemethod(manifest, previous_state) assert search_manifest_using_method(manifest, method, "modified") == {"seed"} assert not search_manifest_using_method(manifest, method, "new") + assert "seed" not in search_manifest_using_method(manifest, method, "unmodified") + assert "seed" in search_manifest_using_method(manifest, method, "old") def test_select_state_changed_seed_relation_documented(manifest, previous_state, seed): @@ -1363,7 +1466,9 @@ def test_select_state_changed_seed_relation_documented(manifest, previous_state, method = statemethod(manifest, previous_state) assert search_manifest_using_method(manifest, method, "modified") == {"seed"} assert search_manifest_using_method(manifest, method, "modified.configs") == {"seed"} + assert "seed" in search_manifest_using_method(manifest, method, "old") assert not search_manifest_using_method(manifest, method, "new") + assert "seed" not in search_manifest_using_method(manifest, method, "unmodified") assert not search_manifest_using_method(manifest, method, "modified.body") assert not search_manifest_using_method(manifest, method, "modified.persisted_descriptions") @@ -1378,7 +1483,9 @@ def test_select_state_changed_seed_relation_documented_nodocs(manifest, previous assert search_manifest_using_method(manifest, method, "modified.persisted_descriptions") == { "seed" } + assert "seed" in search_manifest_using_method(manifest, method, "old") assert not search_manifest_using_method(manifest, method, "new") + assert "seed" not in search_manifest_using_method(manifest, method, "unmodified") assert not search_manifest_using_method(manifest, method, "modified.configs") @@ -1392,7 +1499,9 @@ def test_select_state_changed_seed_relation_documented_withdocs(manifest, previo assert search_manifest_using_method(manifest, method, "modified.persisted_descriptions") == { "seed" } + assert "seed" in search_manifest_using_method(manifest, method, "old") assert not search_manifest_using_method(manifest, method, "new") + assert "seed" not in search_manifest_using_method(manifest, method, "unmodified") def test_select_state_changed_seed_columns_documented(manifest, previous_state, seed): @@ -1402,7 +1511,9 @@ def test_select_state_changed_seed_columns_documented(manifest, previous_state, method = statemethod(manifest, previous_state) assert search_manifest_using_method(manifest, method, "modified") == {"seed"} assert search_manifest_using_method(manifest, method, "modified.configs") == {"seed"} + assert "seed" in search_manifest_using_method(manifest, method, "old") assert not search_manifest_using_method(manifest, method, "new") + assert "seed" not in search_manifest_using_method(manifest, method, "unmodified") assert not search_manifest_using_method(manifest, method, "modified.persisted_descriptions") @@ -1420,7 +1531,9 @@ def test_select_state_changed_seed_columns_documented_nodocs(manifest, previous_ assert search_manifest_using_method(manifest, method, "modified.persisted_descriptions") == { "seed" } + assert "seed" in search_manifest_using_method(manifest, method, "old") assert not search_manifest_using_method(manifest, method, "new") + assert "seed" not in search_manifest_using_method(manifest, method, "unmodified") assert not search_manifest_using_method(manifest, method, "modified.configs") @@ -1438,7 +1551,9 @@ def test_select_state_changed_seed_columns_documented_withdocs(manifest, previou assert search_manifest_using_method(manifest, method, "modified.persisted_descriptions") == { "seed" } + assert "seed" in search_manifest_using_method(manifest, method, "old") assert not search_manifest_using_method(manifest, method, "new") + assert "seed" not in search_manifest_using_method(manifest, method, "unmodified") assert not search_manifest_using_method(manifest, method, "modified.configs") @@ -1455,7 +1570,11 @@ def test_select_state_changed_test_macro_sql( assert search_manifest_using_method(manifest, method, "modified.macros") == { "not_null_table_model_id" } + assert "not_null_table_model_id" in search_manifest_using_method(manifest, method, "old") assert not search_manifest_using_method(manifest, method, "new") + assert "not_null_table_model_id" not in search_manifest_using_method( + manifest, method, "unmodified" + ) def test_select_state_changed_test_macros(manifest, previous_state): @@ -1492,7 +1611,11 @@ def test_select_state_changed_test_macros(manifest, previous_state): "model1", "model2", } + assert "model1" and "model2" in search_manifest_using_method(manifest, method, "old") assert not search_manifest_using_method(manifest, method, "new") + assert "model1" and "model2" not in search_manifest_using_method( + manifest, method, "unmodified" + ) def test_select_state_changed_test_macros_with_upstream_change(manifest, previous_state): @@ -1541,4 +1664,8 @@ def test_select_state_changed_test_macros_with_upstream_change(manifest, previou "model1", "model2", } + assert "model1" and "model2" in search_manifest_using_method(manifest, method, "old") assert not search_manifest_using_method(manifest, method, "new") + assert "model1" and "model2" not in search_manifest_using_method( + manifest, method, "unmodified" + ) diff --git a/test/unit/test_graph_selector_parsing.py b/tests/unit/test_graph_selector_parsing.py similarity index 100% rename from test/unit/test_graph_selector_parsing.py rename to tests/unit/test_graph_selector_parsing.py diff --git a/test/unit/test_graph_selector_spec.py b/tests/unit/test_graph_selector_spec.py similarity index 100% rename from test/unit/test_graph_selector_spec.py rename to tests/unit/test_graph_selector_spec.py diff --git a/tests/unit/test_inject_ctes.py b/tests/unit/test_inject_ctes.py new file mode 100644 index 00000000000..8b459f92e7c --- /dev/null +++ b/tests/unit/test_inject_ctes.py @@ -0,0 +1,197 @@ +from dbt.compilation import inject_ctes_into_sql +from dbt.contracts.graph.nodes import InjectedCTE +import re + + +def norm_whitespace(string): + _RE_COMBINE_WHITESPACE = re.compile(r"\s+") + string = _RE_COMBINE_WHITESPACE.sub(" ", string).strip() + return string + + +def test_inject_ctes_simple1(): + starting_sql = "select * from __dbt__cte__base" + ctes = [ + InjectedCTE( + id="model.test.base", + sql=" __dbt__cte__base as (\n\n\nselect * from test16873767336887004702_test_ephemeral.seed\n)", + ) + ] + expected_sql = """with __dbt__cte__base as ( + select * from test16873767336887004702_test_ephemeral.seed + ) select * from __dbt__cte__base""" + + generated_sql = inject_ctes_into_sql(starting_sql, ctes) + assert norm_whitespace(generated_sql) == norm_whitespace(expected_sql) + + +def test_inject_ctes_simple2(): + starting_sql = "select * from __dbt__cte__ephemeral_level_two" + ctes = [ + InjectedCTE( + id="model.test.ephemeral_level_two", + sql=' __dbt__cte__ephemeral_level_two as (\n\nselect * from "dbt"."test16873757769710148165_test_ephemeral"."source_table"\n)', + ) + ] + expected_sql = """with __dbt__cte__ephemeral_level_two as ( + select * from "dbt"."test16873757769710148165_test_ephemeral"."source_table" + ) select * from __dbt__cte__ephemeral_level_two""" + + generated_sql = inject_ctes_into_sql(starting_sql, ctes) + assert norm_whitespace(generated_sql) == norm_whitespace(expected_sql) + + +def test_inject_ctes_multiple_ctes(): + + starting_sql = "select * from __dbt__cte__ephemeral" + ctes = [ + InjectedCTE( + id="model.test.ephemeral_level_two", + sql=' __dbt__cte__ephemeral_level_two as (\n\nselect * from "dbt"."test16873735573223965828_test_ephemeral"."source_table"\n)', + ), + InjectedCTE( + id="model.test.ephemeral", + sql=" __dbt__cte__ephemeral as (\n\nselect * from __dbt__cte__ephemeral_level_two\n)", + ), + ] + expected_sql = """with __dbt__cte__ephemeral_level_two as ( + select * from "dbt"."test16873735573223965828_test_ephemeral"."source_table" + ), __dbt__cte__ephemeral as ( + select * from __dbt__cte__ephemeral_level_two + ) select * from __dbt__cte__ephemeral""" + + generated_sql = inject_ctes_into_sql(starting_sql, ctes) + assert norm_whitespace(generated_sql) == norm_whitespace(expected_sql) + + +def test_inject_ctes_multiple_ctes_more_complex(): + starting_sql = """select * from __dbt__cte__female_only + union all + select * from "dbt"."test16873757723266827902_test_ephemeral"."double_dependent" where gender = 'Male'""" + ctes = [ + InjectedCTE( + id="model.test.base", + sql=" __dbt__cte__base as (\n\n\nselect * from test16873757723266827902_test_ephemeral.seed\n)", + ), + InjectedCTE( + id="model.test.base_copy", + sql=" __dbt__cte__base_copy as (\n\n\nselect * from __dbt__cte__base\n)", + ), + InjectedCTE( + id="model.test.female_only", + sql=" __dbt__cte__female_only as (\n\n\nselect * from __dbt__cte__base_copy where gender = 'Female'\n)", + ), + ] + expected_sql = """with __dbt__cte__base as ( + select * from test16873757723266827902_test_ephemeral.seed + ), __dbt__cte__base_copy as ( + select * from __dbt__cte__base + ), __dbt__cte__female_only as ( + select * from __dbt__cte__base_copy where gender = 'Female' + ) select * from __dbt__cte__female_only + union all + select * from "dbt"."test16873757723266827902_test_ephemeral"."double_dependent" where gender = 'Male'""" + + generated_sql = inject_ctes_into_sql(starting_sql, ctes) + assert norm_whitespace(generated_sql) == norm_whitespace(expected_sql) + + +def test_inject_ctes_starting_with1(): + starting_sql = """ + with internal_cte as (select * from sessions) + select * from internal_cte + """ + ctes = [ + InjectedCTE( + id="cte_id_1", + sql="__dbt__cte__ephemeral as (select * from table)", + ), + InjectedCTE( + id="cte_id_2", + sql="__dbt__cte__events as (select id, type from events)", + ), + ] + expected_sql = """with __dbt__cte__ephemeral as (select * from table), + __dbt__cte__events as (select id, type from events), + internal_cte as (select * from sessions) + select * from internal_cte""" + + generated_sql = inject_ctes_into_sql(starting_sql, ctes) + assert norm_whitespace(generated_sql) == norm_whitespace(expected_sql) + + +def test_inject_ctes_starting_with2(): + starting_sql = """with my_other_cool_cte as ( + select id, name from __dbt__cte__ephemeral + where id > 1000 + ) + select name, id from my_other_cool_cte""" + ctes = [ + InjectedCTE( + id="model.singular_tests_ephemeral.ephemeral", + sql=' __dbt__cte__ephemeral as (\n\n\nwith my_cool_cte as (\n select name, id from "dbt"."test16873917221900185954_test_singular_tests_ephemeral"."base"\n)\nselect id, name from my_cool_cte where id is not null\n)', + ) + ] + expected_sql = """with __dbt__cte__ephemeral as ( + with my_cool_cte as ( + select name, id from "dbt"."test16873917221900185954_test_singular_tests_ephemeral"."base" + ) + select id, name from my_cool_cte where id is not null + ), my_other_cool_cte as ( + select id, name from __dbt__cte__ephemeral + where id > 1000 + ) + select name, id from my_other_cool_cte""" + + generated_sql = inject_ctes_into_sql(starting_sql, ctes) + assert norm_whitespace(generated_sql) == norm_whitespace(expected_sql) + + +def test_inject_ctes_comment_with(): + # Test injection with a comment containing "with" + starting_sql = """ + --- This is sql with a comment + select * from __dbt__cte__base + """ + ctes = [ + InjectedCTE( + id="model.test.base", + sql=" __dbt__cte__base as (\n\n\nselect * from test16873767336887004702_test_ephemeral.seed\n)", + ) + ] + expected_sql = """with __dbt__cte__base as ( + select * from test16873767336887004702_test_ephemeral.seed + ) --- This is sql with a comment + select * from __dbt__cte__base""" + + generated_sql = inject_ctes_into_sql(starting_sql, ctes) + assert norm_whitespace(generated_sql) == norm_whitespace(expected_sql) + + +def test_inject_ctes_with_recursive(): + # Test injection with "recursive" keyword + starting_sql = """ + with recursive t(n) as ( + select * from __dbt__cte__first_ephemeral_model + union all + select n+1 from t where n < 100 + ) + select sum(n) from t + """ + ctes = [ + InjectedCTE( + id="model.test.first_ephemeral_model", + sql=" __dbt__cte__first_ephemeral_model as (\n\nselect 1 as fun\n)", + ) + ] + expected_sql = """with recursive __dbt__cte__first_ephemeral_model as ( + select 1 as fun + ), t(n) as ( + select * from __dbt__cte__first_ephemeral_model + union all + select n+1 from t where n < 100 + ) + select sum(n) from t + """ + generated_sql = inject_ctes_into_sql(starting_sql, ctes) + assert norm_whitespace(generated_sql) == norm_whitespace(expected_sql) diff --git a/test/unit/test_jinja.py b/tests/unit/test_jinja.py similarity index 100% rename from test/unit/test_jinja.py rename to tests/unit/test_jinja.py diff --git a/test/unit/test_linker.py b/tests/unit/test_linker.py similarity index 99% rename from test/unit/test_linker.py rename to tests/unit/test_linker.py index 7eb74616f80..9c36ae19674 100644 --- a/test/unit/test_linker.py +++ b/tests/unit/test_linker.py @@ -25,6 +25,7 @@ def _mock_manifest(nodes): empty=False, config=config, fqn=["pkg", n], + is_versioned=False, ) for n in nodes } diff --git a/test/unit/test_macro_calls.py b/tests/unit/test_macro_calls.py similarity index 100% rename from test/unit/test_macro_calls.py rename to tests/unit/test_macro_calls.py diff --git a/test/unit/test_macro_resolver.py b/tests/unit/test_macro_resolver.py similarity index 100% rename from test/unit/test_macro_resolver.py rename to tests/unit/test_macro_resolver.py diff --git a/test/unit/test_manifest.py b/tests/unit/test_manifest.py similarity index 85% rename from test/unit/test_manifest.py rename to tests/unit/test_manifest.py index 55d41e9a5c8..f6a510ca582 100644 --- a/test/unit/test_manifest.py +++ b/tests/unit/test_manifest.py @@ -1,13 +1,13 @@ import os import unittest -from unittest import mock - from argparse import Namespace -import copy from collections import namedtuple -from itertools import product +from copy import deepcopy from datetime import datetime +from itertools import product +from unittest import mock +import freezegun import pytest import dbt.flags @@ -24,23 +24,22 @@ SourceDefinition, Exposure, Metric, + MetricInputMeasure, + MetricTypeParams, + WhereFilter, Group, RefArgs, ) - from dbt.contracts.graph.unparsed import ( ExposureType, Owner, MaturityType, - MetricFilter, - MetricTime, ) - from dbt.events.functions import reset_metadata_vars +from dbt.exceptions import AmbiguousResourceNameRefError from dbt.flags import set_from_args - from dbt.node_types import NodeType -import freezegun +from dbt_semantic_interfaces.type_enums import MetricType from .utils import ( MockMacro, @@ -52,7 +51,6 @@ inject_plugin, ) - REQUIRED_PARSED_NODE_KEYS = frozenset( { "alias", @@ -92,6 +90,8 @@ "version", "latest_version", "constraints", + "deprecation_date", + "defer_relation", } ) @@ -100,7 +100,6 @@ | {"compiled", "extra_ctes_injected", "extra_ctes", "compiled_code", "relation_name"} ) - ENV_KEY_NAME = "KEY" if os.name == "nt" else "key" @@ -151,28 +150,18 @@ def setUp(self): "metric.root.my_metric": Metric( name="new_customers", label="New Customers", - model='ref("multi")', description="New customers", - calculation_method="count", - expression="user_id", - timestamp="signup_date", - time_grains=["day", "week", "month"], - dimensions=["plan", "country"], - filters=[ - MetricFilter( - field="is_paying", - value="True", - operator="=", - ) - ], meta={"is_okr": True}, tags=["okrs"], - window=MetricTime(), + type=MetricType.SIMPLE, + type_params=MetricTypeParams( + measure=MetricInputMeasure( + name="customers", filter=WhereFilter(where_sql_template="is_new = True") + ) + ), resource_type=NodeType.Metric, - depends_on=DependsOn(nodes=["model.root.multi"]), - refs=[RefArgs(name="multi")], - sources=[], - metrics=[], + depends_on=DependsOn(nodes=["semantic_model.root.customers"]), + refs=[RefArgs(name="customers")], fqn=["root", "my_metric"], unique_id="metric.root.my_metric", package_name="root", @@ -346,6 +335,9 @@ def setUp(self): original_file_path="schema.yml", ), } + + self.semantic_models = {} + for exposure in self.exposures.values(): exposure.validate(exposure.to_dict(omit_none=True)) for metric in self.metrics.values(): @@ -362,7 +354,7 @@ def tearDown(self): reset_metadata_vars() @freezegun.freeze_time("2018-02-14T09:15:13Z") - def test__no_nodes(self): + def test_no_nodes(self): manifest = Manifest( nodes={}, sources={}, @@ -374,6 +366,7 @@ def test__no_nodes(self): metrics={}, selectors={}, metadata=ManifestMetadata(generated_at=datetime.utcnow()), + semantic_models={}, ) invocation_id = dbt.events.functions.EVENT_MANAGER.invocation_id @@ -392,19 +385,20 @@ def test__no_nodes(self): "group_map": {}, "metadata": { "generated_at": "2018-02-14T09:15:13Z", - "dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v9.json", + "dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v11.json", "dbt_version": dbt.version.__version__, "env": {ENV_KEY_NAME: "value"}, "invocation_id": invocation_id, }, "docs": {}, "disabled": {}, + "semantic_models": {}, }, ) @freezegun.freeze_time("2018-02-14T09:15:13Z") - def test__nested_nodes(self): - nodes = copy.copy(self.nested_nodes) + def test_nested_nodes(self): + nodes = deepcopy(self.nested_nodes) manifest = Manifest( nodes=nodes, sources={}, @@ -457,12 +451,12 @@ def test__nested_nodes(self): ) self.assertEqual(child_map["model.snowplow.events"], []) - def test__build_flat_graph(self): - exposures = copy.copy(self.exposures) - metrics = copy.copy(self.metrics) - groups = copy.copy(self.groups) - nodes = copy.copy(self.nested_nodes) - sources = copy.copy(self.sources) + def test_build_flat_graph(self): + exposures = deepcopy(self.exposures) + metrics = deepcopy(self.metrics) + groups = deepcopy(self.groups) + nodes = deepcopy(self.nested_nodes) + sources = deepcopy(self.sources) manifest = Manifest( nodes=nodes, sources=sources, @@ -482,14 +476,26 @@ def test__build_flat_graph(self): flat_metrics = flat_graph["metrics"] flat_nodes = flat_graph["nodes"] flat_sources = flat_graph["sources"] + flat_semantic_models = flat_graph["semantic_models"] self.assertEqual( - set(flat_graph), set(["exposures", "groups", "nodes", "sources", "metrics"]) + set(flat_graph), + set( + [ + "exposures", + "groups", + "nodes", + "sources", + "metrics", + "semantic_models", + ] + ), ) self.assertEqual(set(flat_exposures), set(self.exposures)) self.assertEqual(set(flat_groups), set(self.groups)) self.assertEqual(set(flat_metrics), set(self.metrics)) self.assertEqual(set(flat_nodes), set(self.nested_nodes)) self.assertEqual(set(flat_sources), set(self.sources)) + self.assertEqual(set(flat_semantic_models), set(self.semantic_models)) for node in flat_nodes.values(): self.assertEqual(frozenset(node), REQUIRED_PARSED_NODE_KEYS) @@ -536,6 +542,7 @@ def test_no_nodes_with_metadata(self, mock_user): metadata=metadata, files={}, exposures={}, + semantic_models={}, ) self.assertEqual( @@ -554,7 +561,7 @@ def test_no_nodes_with_metadata(self, mock_user): "docs": {}, "metadata": { "generated_at": "2018-02-14T09:15:13Z", - "dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v9.json", + "dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v11.json", "dbt_version": dbt.version.__version__, "project_id": "098f6bcd4621d373cade4e832627b4f6", "user_id": "cfc9500f-dc7f-4c83-9ea7-2c581c1b38cf", @@ -564,6 +571,7 @@ def test_no_nodes_with_metadata(self, mock_user): "env": {ENV_KEY_NAME: "value"}, }, "disabled": {}, + "semantic_models": {}, }, ) @@ -581,7 +589,7 @@ def test_get_resource_fqns_empty(self): self.assertEqual(manifest.get_resource_fqns(), {}) def test_get_resource_fqns(self): - nodes = copy.copy(self.nested_nodes) + nodes = deepcopy(self.nested_nodes) nodes["seed.root.seed"] = SeedNode( name="seed", database="dbt", @@ -627,7 +635,7 @@ def test_get_resource_fqns(self): resource_fqns = manifest.get_resource_fqns() self.assertEqual(resource_fqns, expect) - def test__deepcopy_copies_flat_graph(self): + def test_deepcopy_copies_flat_graph(self): test_node = ModelNode( name="events", database="dbt", @@ -862,7 +870,7 @@ def tearDown(self): del os.environ["DBT_ENV_CUSTOM_ENV_key"] @freezegun.freeze_time("2018-02-14T09:15:13Z") - def test__no_nodes(self): + def test_no_nodes(self): metadata = ManifestMetadata( generated_at=datetime.utcnow(), invocation_id="01234567-0123-0123-0123-0123456789ab" ) @@ -876,6 +884,7 @@ def test__no_nodes(self): metadata=metadata, files={}, exposures={}, + semantic_models={}, ) self.assertEqual( manifest.writable_manifest().to_dict(omit_none=True), @@ -892,19 +901,20 @@ def test__no_nodes(self): "group_map": {}, "metadata": { "generated_at": "2018-02-14T09:15:13Z", - "dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v9.json", + "dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v11.json", "dbt_version": dbt.version.__version__, "invocation_id": "01234567-0123-0123-0123-0123456789ab", "env": {ENV_KEY_NAME: "value"}, }, "docs": {}, "disabled": {}, + "semantic_models": {}, }, ) @freezegun.freeze_time("2018-02-14T09:15:13Z") - def test__nested_nodes(self): - nodes = copy.copy(self.nested_nodes) + def test_nested_nodes(self): + nodes = deepcopy(self.nested_nodes) manifest = Manifest( nodes=nodes, sources={}, @@ -955,8 +965,8 @@ def test__nested_nodes(self): ) self.assertEqual(child_map["model.snowplow.events"], []) - def test__build_flat_graph(self): - nodes = copy.copy(self.nested_nodes) + def test_build_flat_graph(self): + nodes = deepcopy(self.nested_nodes) manifest = Manifest( nodes=nodes, sources={}, @@ -966,12 +976,23 @@ def test__build_flat_graph(self): selectors={}, files={}, exposures={}, + semantic_models={}, ) manifest.build_flat_graph() flat_graph = manifest.flat_graph flat_nodes = flat_graph["nodes"] self.assertEqual( - set(flat_graph), set(["exposures", "groups", "metrics", "nodes", "sources"]) + set(flat_graph), + set( + [ + "exposures", + "groups", + "metrics", + "nodes", + "sources", + "semantic_models", + ] + ), ) self.assertEqual(set(flat_nodes), set(self.nested_nodes)) compiled_count = 0 @@ -983,6 +1004,45 @@ def test__build_flat_graph(self): self.assertEqual(frozenset(node), REQUIRED_PARSED_NODE_KEYS) self.assertEqual(compiled_count, 2) + def test_add_from_artifact(self): + original_nodes = deepcopy(self.nested_nodes) + other_nodes = deepcopy(self.nested_nodes) + + nested2 = other_nodes.pop("model.root.nested") + nested2.name = "nested2" + nested2.alias = "nested2" + nested2.fqn = ["root", "nested2"] + + other_nodes["model.root.nested2"] = nested2 + + for k, v in other_nodes.items(): + v.database = "other_" + v.database + v.schema = "other_" + v.schema + v.alias = "other_" + v.alias + if v.relation_name: + v.relation_name = "other_" + v.relation_name + + other_nodes[k] = v + + original_manifest = Manifest(nodes=original_nodes) + other_manifest = Manifest(nodes=other_nodes) + original_manifest.add_from_artifact(other_manifest.writable_manifest()) + + # new node added should not be in original manifest + assert "model.root.nested2" not in original_manifest.nodes + + # old node removed should not have state relation in original manifest + assert original_manifest.nodes["model.root.nested"].defer_relation is None + + # for all other nodes, check that state relation is updated + for k, v in original_manifest.nodes.items(): + if v.defer_relation: + self.assertEqual("other_" + v.database, v.defer_relation.database) + self.assertEqual("other_" + v.schema, v.defer_relation.schema) + self.assertEqual("other_" + v.alias, v.defer_relation.alias) + if v.relation_name: + self.assertEqual("other_" + v.relation_name, v.defer_relation.relation_name) + # Tests of the manifest search code (find_X_by_Y) @@ -1099,61 +1159,66 @@ def test_find_macro_by_name(macros, expectations): assert result.package_name == expected -# these don't use a search package, so we don't need to do as much generate_name_parameter_sets = [ # empty FindMacroSpec( macros=[], - expected=None, + expected={None: None, "root": None, "dep": None, "dbt": None}, ), # just root FindMacroSpec( macros=[MockGenerateMacro("root")], - expected="root", + # "root" is not imported + expected={None: "root", "root": None, "dep": None, "dbt": None}, ), # just dep FindMacroSpec( macros=[MockGenerateMacro("dep")], - expected=None, + expected={None: None, "root": None, "dep": "dep", "dbt": None}, ), # just dbt FindMacroSpec( macros=[MockGenerateMacro("dbt")], - expected="dbt", + # "dbt" is not imported + expected={None: "dbt", "root": None, "dep": None, "dbt": None}, ), # root overrides dep FindMacroSpec( macros=[MockGenerateMacro("root"), MockGenerateMacro("dep")], - expected="root", + expected={None: "root", "root": None, "dep": "dep", "dbt": None}, ), # root overrides core FindMacroSpec( macros=[MockGenerateMacro("root"), MockGenerateMacro("dbt")], - expected="root", + expected={None: "root", "root": None, "dep": None, "dbt": None}, ), # dep overrides core FindMacroSpec( macros=[MockGenerateMacro("dep"), MockGenerateMacro("dbt")], - expected="dbt", + expected={None: "dbt", "root": None, "dep": "dep", "dbt": None}, ), # root overrides dep overrides core FindMacroSpec( macros=[MockGenerateMacro("root"), MockGenerateMacro("dep"), MockGenerateMacro("dbt")], - expected="root", + expected={None: "root", "root": None, "dep": "dep", "dbt": None}, ), ] -@pytest.mark.parametrize("macros,expected", generate_name_parameter_sets, ids=id_macro) -def test_find_generate_macro_by_name(macros, expected): +@pytest.mark.parametrize("macros,expectations", generate_name_parameter_sets, ids=id_macro) +def test_find_generate_macros_by_name(macros, expectations): manifest = make_manifest(macros=macros) result = manifest.find_generate_macro_by_name( component="some_component", root_project_name="root" ) - if expected is None: - assert result is expected - else: - assert result.package_name == expected + for package, expected in expectations.items(): + result = manifest.find_generate_macro_by_name( + component="some_component", root_project_name="root", imported_package=package + ) + if expected is None: + assert result is expected + else: + assert result.package_name == expected FindMaterializationSpec = namedtuple("FindMaterializationSpec", "macros,adapter_type,expected") @@ -1399,6 +1464,20 @@ def _refable_parameter_sets(): version=None, expected=None, ), + FindNodeSpec( + nodes=[MockNode("root", "my_model", version="0", is_latest_version=False)], + sources=[], + package="root", + version=None, + expected=None, + ), + FindNodeSpec( + nodes=[MockNode("root", "my_model", version="0", is_latest_version=True)], + sources=[], + package="root", + version=None, + expected=("root", "my_model", "0"), + ), # a source with that name exists, but not a refable FindNodeSpec( nodes=[], @@ -1429,11 +1508,75 @@ def _refable_parameter_sets(): version=None, expected=None, ), + # duplicate node name across package + FindNodeSpec( + nodes=[MockNode("project_a", "my_model"), MockNode("project_b", "my_model")], + sources=[], + package="project_a", + version=None, + expected=("project_a", "my_model"), + ), + # duplicate node name across package: root node preferred to package node + FindNodeSpec( + nodes=[MockNode("root", "my_model"), MockNode("project_a", "my_model")], + sources=[], + package=None, + version=None, + expected=("root", "my_model"), + ), + FindNodeSpec( + nodes=[MockNode("root", "my_model"), MockNode("project_a", "my_model")], + sources=[], + package="root", + version=None, + expected=("root", "my_model"), + ), + FindNodeSpec( + nodes=[MockNode("root", "my_model"), MockNode("project_a", "my_model")], + sources=[], + package="project_a", + version=None, + expected=("project_a", "my_model"), + ), + # duplicate node name across package: resolved by version + FindNodeSpec( + nodes=[ + MockNode("project_a", "my_model", version="1"), + MockNode("project_b", "my_model", version="2"), + ], + sources=[], + package=None, + version="1", + expected=("project_a", "my_model", "1"), + ), ] ) return sets +def _ambiguous_ref_parameter_sets(): + sets = [ + FindNodeSpec( + nodes=[MockNode("project_a", "my_model"), MockNode("project_b", "my_model")], + sources=[], + package=None, + version=None, + expected=None, + ), + FindNodeSpec( + nodes=[ + MockNode("project_a", "my_model", version="2", is_latest_version=True), + MockNode("project_b", "my_model", version="1", is_latest_version=True), + ], + sources=[], + package=None, + version=None, + expected=None, + ), + ] + return sets + + def id_nodes(arg): if isinstance(arg, list): node_names = "__".join(f"{n.package_name}_{n.search_name}" for n in arg) @@ -1450,6 +1593,7 @@ def id_nodes(arg): def test_resolve_ref(nodes, sources, package, version, expected): manifest = make_manifest(nodes=nodes, sources=sources) result = manifest.resolve_ref( + source_node=None, target_model_name="my_model", target_model_package=package, target_model_version=version, @@ -1471,6 +1615,29 @@ def test_resolve_ref(nodes, sources, package, version, expected): assert result.package_name == expected_package +@pytest.mark.parametrize( + "nodes,sources,package,version,expected", + _ambiguous_ref_parameter_sets(), + ids=id_nodes, +) +def test_resolve_ref_ambiguous_resource_name_across_packages( + nodes, sources, package, version, expected +): + manifest = make_manifest( + nodes=nodes, + sources=sources, + ) + with pytest.raises(AmbiguousResourceNameRefError): + manifest.resolve_ref( + source_node=None, + target_model_name="my_model", + target_model_package=None, + target_model_version=version, + current_project="root", + node_package="root", + ) + + def _source_parameter_sets(): sets = [ # empties diff --git a/test/unit/test_manifest_selectors.py b/tests/unit/test_manifest_selectors.py similarity index 100% rename from test/unit/test_manifest_selectors.py rename to tests/unit/test_manifest_selectors.py diff --git a/test/unit/test_model_config.py b/tests/unit/test_model_config.py similarity index 100% rename from test/unit/test_model_config.py rename to tests/unit/test_model_config.py diff --git a/test/unit/test_node_types.py b/tests/unit/test_node_types.py similarity index 89% rename from test/unit/test_node_types.py rename to tests/unit/test_node_types.py index 5ea4a810833..519922f6c76 100644 --- a/test/unit/test_node_types.py +++ b/tests/unit/test_node_types.py @@ -9,13 +9,14 @@ NodeType.Operation: "operations", NodeType.Seed: "seeds", NodeType.RPCCall: "rpcs", - NodeType.SqlOperation: "sql operations", + NodeType.SqlOperation: "sql_operations", NodeType.Documentation: "docs", NodeType.Source: "sources", NodeType.Macro: "macros", NodeType.Exposure: "exposures", NodeType.Metric: "metrics", NodeType.Group: "groups", + NodeType.SemanticModel: "semantic_models", } diff --git a/tests/unit/test_option_types.py b/tests/unit/test_option_types.py new file mode 100644 index 00000000000..67d3c5e941f --- /dev/null +++ b/tests/unit/test_option_types.py @@ -0,0 +1,26 @@ +from click import Option, BadParameter +import pytest + +from dbt.cli.option_types import YAML + + +class TestYAML: + @pytest.mark.parametrize( + "raw_value,expected_converted_value", + [ + ("{}", {}), + ("{'test_var_key': 'test_var_value'}", {"test_var_key": "test_var_value"}), + ], + ) + def test_yaml_init(self, raw_value, expected_converted_value): + converted_value = YAML().convert(raw_value, Option(["--vars"]), None) + assert converted_value == expected_converted_value + + @pytest.mark.parametrize( + "invalid_yaml_str", + ["{", ""], + ) + def test_yaml_init_invalid_yaml_str(self, invalid_yaml_str): + with pytest.raises(BadParameter) as e: + YAML().convert(invalid_yaml_str, Option(["--vars"]), None) + assert "--vars" in e.value.format_message() diff --git a/test/unit/test_parse_manifest.py b/tests/unit/test_parse_manifest.py similarity index 73% rename from test/unit/test_parse_manifest.py rename to tests/unit/test_parse_manifest.py index 5d6a90d78ea..5dc39ab74ed 100644 --- a/test/unit/test_parse_manifest.py +++ b/tests/unit/test_parse_manifest.py @@ -1,12 +1,16 @@ import unittest from unittest import mock -from unittest.mock import patch +from unittest.mock import patch, MagicMock +from argparse import Namespace from .utils import config_from_parts_or_dicts, normalize from dbt.contracts.files import SourceFile, FileHash, FilePath from dbt.contracts.graph.manifest import Manifest, ManifestStateCheck from dbt.parser import manifest +from dbt.parser.manifest import ManifestLoader +from dbt.config import RuntimeConfig +from dbt.flags import set_from_args class MatchingHash(FileHash): @@ -99,3 +103,21 @@ def _new_file(self, searched, name, match): project_root=normalize(self.root_project_config.project_root), ) return SourceFile(path=path, checksum=checksum) + + +class TestPartialParse(unittest.TestCase): + @patch("dbt.parser.manifest.ManifestLoader.build_manifest_state_check") + @patch("dbt.parser.manifest.os.path.exists") + @patch("dbt.parser.manifest.open") + def test_partial_parse_file_path(self, patched_open, patched_os_exist, patched_state_check): + mock_project = MagicMock(RuntimeConfig) + mock_project.project_target_path = "mock_target_path" + patched_os_exist.return_value = True + set_from_args(Namespace(), {}) + ManifestLoader(mock_project, {}) + # by default we use the project_target_path + patched_open.assert_called_with("mock_target_path/partial_parse.msgpack", "rb") + set_from_args(Namespace(partial_parse_file_path="specified_partial_parse_path"), {}) + ManifestLoader(mock_project, {}) + # if specified in flags, we use the specified path + patched_open.assert_called_with("specified_partial_parse_path", "rb") diff --git a/test/unit/test_parser.py b/tests/unit/test_parser.py similarity index 95% rename from test/unit/test_parser.py rename to tests/unit/test_parser.py index 1ff94f15942..64bed3825ce 100644 --- a/test/unit/test_parser.py +++ b/tests/unit/test_parser.py @@ -33,7 +33,7 @@ SnapshotParser, AnalysisParser, ) -from dbt.parser.generic_test_builders import YamlBlock +from dbt.parser.common import YamlBlock from dbt.parser.models import ( _get_config_call_dict, _shift_sources, @@ -259,9 +259,6 @@ def assertEqualNodes(node_one, node_two): models: - name: my_model description: A description of my model - config: - materialized: table - sql_header: test_sql_header tests: - unique: column_name: color @@ -280,6 +277,31 @@ def assertEqualNodes(node_one, node_two): columns: - include: '*' - name: extra + - v: 2 + columns: + - include: '*' + exclude: ['location_id'] + - name: extra +""" + +MULTIPLE_TABLE_VERSIONED_MODEL = """ +models: + - name: my_model + description: A description of my model + config: + materialized: table + sql_header: test_sql_header + columns: + - name: color + description: The color value + - name: location_id + data_type: int + versions: + - v: 1 + defined_in: arbitrary_file_name + columns: + - include: '*' + - name: extra - v: 2 config: materialized: view @@ -289,6 +311,38 @@ def assertEqualNodes(node_one, node_two): - name: extra """ +MULTIPLE_TABLE_VERSIONED_MODEL_CONTRACT_ENFORCED = """ +models: + - name: my_model + config: + contract: + enforced: true + versions: + - v: 0 + defined_in: arbitrary_file_name + - v: 2 +""" + +MULTIPLE_TABLE_VERSIONED_MODEL_V0 = """ +models: + - name: my_model + versions: + - v: 0 + defined_in: arbitrary_file_name + - v: 2 +""" + + +MULTIPLE_TABLE_VERSIONED_MODEL_V0_LATEST_VERSION = """ +models: + - name: my_model + latest_version: 0 + versions: + - v: 0 + defined_in: arbitrary_file_name + - v: 2 +""" + SINGLE_TABLE_SOURCE_PATCH = """ sources: @@ -554,11 +608,11 @@ def test__parse_basic_model_tests(self): self.assertEqual(self.parser.manifest.files[file_id].node_patches, ["model.root.my_model"]) -class SchemaParserVersionedModelsTest(SchemaParserTest): +class SchemaParserVersionedModels(SchemaParserTest): def setUp(self): super().setUp() my_model_v1_node = MockNode( - package="root", + package="snowplow", name="arbitrary_file_name", config=mock.MagicMock(enabled=True), refs=[], @@ -567,7 +621,7 @@ def setUp(self): file_id="snowplow://models/arbitrary_file_name.sql", ) my_model_v2_node = MockNode( - package="root", + package="snowplow", name="my_model_v2", config=mock.MagicMock(enabled=True), refs=[], @@ -604,11 +658,7 @@ def test__parse_versioned_model_tests(self): self.assert_has_manifest_lengths(self.parser.manifest, nodes=5) all_nodes = sorted(self.parser.manifest.nodes.values(), key=lambda n: n.unique_id) - tests = [] - for node in all_nodes: - if node.resource_type != NodeType.Test: - continue - tests.append(node) + tests = [node for node in all_nodes if node.resource_type == NodeType.Test] # test on color column on my_model v1 self.assertEqual(tests[0].config.severity, "WARN") @@ -682,6 +732,41 @@ def test__parse_versioned_model_tests(self): ["model.snowplow.my_model.v1", "model.snowplow.my_model.v2"], ) + def test__parsed_versioned_models(self): + block = self.file_block_for(MULTIPLE_TABLE_VERSIONED_MODEL, "test_one.yml") + self.parser.manifest.files[block.file.file_id] = block.file + dct = yaml_from_file(block.file) + self.parser.parse_file(block, dct) + self.assert_has_manifest_lengths(self.parser.manifest, nodes=2) + + def test__parsed_versioned_models_contract_enforced(self): + block = self.file_block_for( + MULTIPLE_TABLE_VERSIONED_MODEL_CONTRACT_ENFORCED, "test_one.yml" + ) + self.parser.manifest.files[block.file.file_id] = block.file + dct = yaml_from_file(block.file) + self.parser.parse_file(block, dct) + self.assert_has_manifest_lengths(self.parser.manifest, nodes=2) + for node in self.parser.manifest.nodes.values(): + assert node.contract.enforced + node.build_contract_checksum.assert_called() + + def test__parsed_versioned_models_v0(self): + block = self.file_block_for(MULTIPLE_TABLE_VERSIONED_MODEL_V0, "test_one.yml") + self.parser.manifest.files[block.file.file_id] = block.file + dct = yaml_from_file(block.file) + self.parser.parse_file(block, dct) + self.assert_has_manifest_lengths(self.parser.manifest, nodes=2) + + def test__parsed_versioned_models_v0_latest_version(self): + block = self.file_block_for( + MULTIPLE_TABLE_VERSIONED_MODEL_V0_LATEST_VERSION, "test_one.yml" + ) + self.parser.manifest.files[block.file.file_id] = block.file + dct = yaml_from_file(block.file) + self.parser.parse_file(block, dct) + self.assert_has_manifest_lengths(self.parser.manifest, nodes=2) + sql_model = """ {{ config(materialized="table") }} @@ -1424,7 +1509,6 @@ def test_multiple_blocks(self): "{% macro foo(a, b) %}a ~ b{% endmacro %}\n{% macro bar(c, d) %}c + d{% endmacro %}" ) block = self.file_block_for(raw_code, "macro.sql") - print(f"--- test_multiple_blocks block: {block}") self.parser.manifest.files[block.file.file_id] = block.file self.parser.parse_file(block) self.assertEqual(len(self.parser.manifest.macros), 2) diff --git a/test/unit/test_partial_parsing.py b/tests/unit/test_partial_parsing.py similarity index 100% rename from test/unit/test_partial_parsing.py rename to tests/unit/test_partial_parsing.py diff --git a/tests/unit/test_plugin_manager.py b/tests/unit/test_plugin_manager.py new file mode 100644 index 00000000000..4cfe01d0dfc --- /dev/null +++ b/tests/unit/test_plugin_manager.py @@ -0,0 +1,115 @@ +import pytest +from unittest import mock + +from dbt.exceptions import DbtRuntimeError +from dbt.plugins import PluginManager, dbtPlugin, dbt_hook +from dbt.plugins.manifest import PluginNodes, ModelNodeArgs +from dbt.plugins.contracts import PluginArtifacts, PluginArtifact +from dbt.plugins.exceptions import dbtPluginError + + +class ExceptionInitializePlugin(dbtPlugin): + def initialize(self) -> None: + raise Exception("plugin error message") + + +class dbtRuntimeErrorInitializePlugin(dbtPlugin): + def initialize(self) -> None: + raise dbtPluginError("plugin error message") + + +class GetNodesPlugin(dbtPlugin): + @dbt_hook + def get_nodes(self) -> PluginNodes: + nodes = PluginNodes() + nodes.add_model( + ModelNodeArgs( + name="test_name", + package_name=self.project_name, + identifier="test_identifier", + schema="test_schema", + ) + ) + return nodes + + +class GetArtifactsPlugin(dbtPlugin): + @dbt_hook + def get_manifest_artifacts(self, manifest) -> PluginArtifacts: + return {self.project_name: PluginArtifact()} + + +class TestPluginManager: + @pytest.fixture + def get_nodes_plugin(self): + return GetNodesPlugin(project_name="test") + + @pytest.fixture + def get_nodes_plugins(self, get_nodes_plugin): + return [get_nodes_plugin, GetNodesPlugin(project_name="test2")] + + @pytest.fixture + def get_artifacts_plugin(self): + return GetArtifactsPlugin(project_name="test") + + @pytest.fixture + def get_artifacts_plugins(self, get_artifacts_plugin): + return [get_artifacts_plugin, GetArtifactsPlugin(project_name="test2")] + + def test_plugin_manager_init_exception(self): + with pytest.raises(DbtRuntimeError, match="plugin error message"): + PluginManager(plugins=[ExceptionInitializePlugin(project_name="test")]) + + def test_plugin_manager_init_plugin_exception(self): + with pytest.raises(DbtRuntimeError, match="^Runtime Error\n plugin error message"): + PluginManager(plugins=[dbtRuntimeErrorInitializePlugin(project_name="test")]) + + def test_plugin_manager_init_single_hook(self, get_nodes_plugin): + pm = PluginManager(plugins=[get_nodes_plugin]) + assert len(pm.hooks) == 1 + + assert "get_nodes" in pm.hooks + assert len(pm.hooks["get_nodes"]) == 1 + assert pm.hooks["get_nodes"][0] == get_nodes_plugin.get_nodes + + def test_plugin_manager_init_single_hook_multiple_methods(self, get_nodes_plugins): + pm = PluginManager(plugins=get_nodes_plugins) + assert len(pm.hooks) == 1 + + assert "get_nodes" in pm.hooks + assert len(pm.hooks["get_nodes"]) == 2 + assert pm.hooks["get_nodes"][0] == get_nodes_plugins[0].get_nodes + assert pm.hooks["get_nodes"][1] == get_nodes_plugins[1].get_nodes + + def test_plugin_manager_init_multiple_hooks(self, get_nodes_plugin, get_artifacts_plugin): + pm = PluginManager(plugins=[get_nodes_plugin, get_artifacts_plugin]) + assert len(pm.hooks) == 2 + + assert "get_nodes" in pm.hooks + assert len(pm.hooks["get_nodes"]) == 1 + assert pm.hooks["get_nodes"][0] == get_nodes_plugin.get_nodes + + assert "get_manifest_artifacts" in pm.hooks + assert len(pm.hooks["get_manifest_artifacts"]) == 1 + assert pm.hooks["get_manifest_artifacts"][0] == get_artifacts_plugin.get_manifest_artifacts + + @mock.patch("dbt.tracking") + def test_get_nodes(self, tracking, get_nodes_plugins): + tracking.active_user = mock.Mock() + pm = PluginManager(plugins=get_nodes_plugins) + + nodes = pm.get_nodes() + + assert len(nodes.models) == 2 + assert tracking.track_plugin_get_nodes.called_once_with( + { + "plugin_name": get_nodes_plugins[0].name, + "num_model_nodes": 2, + "num_model_packages": 1, + } + ) + + def test_get_manifest_artifact(self, get_artifacts_plugins): + pm = PluginManager(plugins=get_artifacts_plugins) + artifacts = pm.get_manifest_artifacts(None) + assert len(artifacts) == 2 diff --git a/test/unit/test_postgres_adapter.py b/tests/unit/test_postgres_adapter.py similarity index 99% rename from test/unit/test_postgres_adapter.py rename to tests/unit/test_postgres_adapter.py index d7d91a8988b..0127d0c6398 100644 --- a/test/unit/test_postgres_adapter.py +++ b/tests/unit/test_postgres_adapter.py @@ -24,6 +24,11 @@ clear_plugin, ) +from dbt.flags import set_from_args +from argparse import Namespace + +set_from_args(Namespace(WARN_ERROR=False), None) + class TestPostgresAdapter(unittest.TestCase): def setUp(self): diff --git a/test/unit/test_query_headers.py b/tests/unit/test_query_headers.py similarity index 91% rename from test/unit/test_query_headers.py rename to tests/unit/test_query_headers.py index 68b8df69b18..dd78fc0c838 100644 --- a/test/unit/test_query_headers.py +++ b/tests/unit/test_query_headers.py @@ -3,7 +3,11 @@ from dbt.adapters.base.query_headers import MacroQueryStringSetter -from test.unit.utils import config_from_parts_or_dicts +from tests.unit.utils import config_from_parts_or_dicts +from dbt.flags import set_from_args +from argparse import Namespace + +set_from_args(Namespace(WARN_ERROR=False), None) class TestQueryHeaders(TestCase): diff --git a/test/unit/test_registry_get_request_exception.py b/tests/unit/test_registry_get_request_exception.py similarity index 100% rename from test/unit/test_registry_get_request_exception.py rename to tests/unit/test_registry_get_request_exception.py diff --git a/tests/unit/test_relation.py b/tests/unit/test_relation.py new file mode 100644 index 00000000000..94995958ba6 --- /dev/null +++ b/tests/unit/test_relation.py @@ -0,0 +1,42 @@ +from dataclasses import replace + +import pytest + +from dbt.adapters.base import BaseRelation +from dbt.contracts.relation import RelationType + + +@pytest.mark.parametrize( + "relation_type,result", + [ + (RelationType.View, True), + (RelationType.External, False), + ], +) +def test_can_be_renamed(relation_type, result): + my_relation = BaseRelation.create(type=relation_type) + my_relation = replace(my_relation, renameable_relations=frozenset({RelationType.View})) + assert my_relation.can_be_renamed is result + + +def test_can_be_renamed_default(): + my_relation = BaseRelation.create(type=RelationType.View) + assert my_relation.can_be_renamed is False + + +@pytest.mark.parametrize( + "relation_type,result", + [ + (RelationType.View, True), + (RelationType.External, False), + ], +) +def test_can_be_replaced(relation_type, result): + my_relation = BaseRelation.create(type=relation_type) + my_relation = replace(my_relation, replaceable_relations=frozenset({RelationType.View})) + assert my_relation.can_be_replaced is result + + +def test_can_be_replaced_default(): + my_relation = BaseRelation.create(type=RelationType.View) + assert my_relation.can_be_replaced is False diff --git a/tests/unit/test_retry_commands.py b/tests/unit/test_retry_commands.py new file mode 100644 index 00000000000..3eb151cb6a3 --- /dev/null +++ b/tests/unit/test_retry_commands.py @@ -0,0 +1,23 @@ +from dbt.cli.types import Command +from dbt.task.retry import TASK_DICT, CMD_DICT + +EXCLUDED_COMMANDS = { + "clean", + "debug", + "deps", + "freshness", + "init", + "list", + "parse", + "retry", + "show", + "serve", +} + + +def test_task_cmd_dicts(): + assert TASK_DICT.keys() == CMD_DICT.keys() + + +def test_exhaustive_commands(): + assert set(TASK_DICT.keys()).union(EXCLUDED_COMMANDS) == set(i.value.lower() for i in Command) diff --git a/test/unit/test_selector_errors.py b/tests/unit/test_selector_errors.py similarity index 100% rename from test/unit/test_selector_errors.py rename to tests/unit/test_selector_errors.py diff --git a/tests/unit/test_semantic_layer_nodes_satisfy_protocols.py b/tests/unit/test_semantic_layer_nodes_satisfy_protocols.py new file mode 100644 index 00000000000..948540f4805 --- /dev/null +++ b/tests/unit/test_semantic_layer_nodes_satisfy_protocols.py @@ -0,0 +1,454 @@ +import pytest +import copy + +from dbt.contracts.graph.nodes import ( + Metric, + MetricInput, + MetricInputMeasure, + MetricTimeWindow, + MetricTypeParams, + NodeRelation, + SemanticModel, + WhereFilter, +) +from dbt.contracts.graph.semantic_models import ( + Dimension, + DimensionTypeParams, + DimensionValidityParams, + Defaults, + Entity, + FileSlice, + Measure, + MeasureAggregationParameters, + NonAdditiveDimension, + SourceFileMetadata, +) +from dbt.node_types import NodeType +from dbt_semantic_interfaces.protocols import ( + dimension as DimensionProtocols, + entity as EntityProtocols, + measure as MeasureProtocols, + metadata as MetadataProtocols, + metric as MetricProtocols, + semantic_model as SemanticModelProtocols, + WhereFilter as WhereFilterProtocol, +) +from dbt_semantic_interfaces.type_enums import ( + AggregationType, + DimensionType, + EntityType, + MetricType, + TimeGranularity, +) +from typing import Protocol, runtime_checkable + + +@runtime_checkable +class RuntimeCheckableSemanticModel(SemanticModelProtocols.SemanticModel, Protocol): + pass + + +@runtime_checkable +class RuntimeCheckableDimension(DimensionProtocols.Dimension, Protocol): + pass + + +@runtime_checkable +class RuntimeCheckableEntity(EntityProtocols.Entity, Protocol): + pass + + +@runtime_checkable +class RuntimeCheckableMeasure(MeasureProtocols.Measure, Protocol): + pass + + +@runtime_checkable +class RuntimeCheckableMetric(MetricProtocols.Metric, Protocol): + pass + + +@runtime_checkable +class RuntimeCheckableMetricInput(MetricProtocols.MetricInput, Protocol): + pass + + +@runtime_checkable +class RuntimeCheckableMetricInputMeasure(MetricProtocols.MetricInputMeasure, Protocol): + pass + + +@runtime_checkable +class RuntimeCheckableMetricTypeParams(MetricProtocols.MetricTypeParams, Protocol): + pass + + +@runtime_checkable +class RuntimeCheckableWhereFilter(WhereFilterProtocol, Protocol): + pass + + +@runtime_checkable +class RuntimeCheckableNonAdditiveDimension( + MeasureProtocols.NonAdditiveDimensionParameters, Protocol +): + pass + + +@runtime_checkable +class RuntimeCheckableFileSlice(MetadataProtocols.FileSlice, Protocol): + pass + + +@runtime_checkable +class RuntimeCheckableSourceFileMetadata(MetadataProtocols.Metadata, Protocol): + pass + + +@runtime_checkable +class RuntimeCheckableSemanticModelDefaults( + SemanticModelProtocols.SemanticModelDefaults, Protocol +): + pass + + +@runtime_checkable +class RuntimeCheckableDimensionValidityParams( + DimensionProtocols.DimensionValidityParams, Protocol +): + pass + + +@runtime_checkable +class RuntimeCheckableDimensionTypeParams(DimensionProtocols.DimensionTypeParams, Protocol): + pass + + +@runtime_checkable +class RuntimeCheckableMeasureAggregationParams( + MeasureProtocols.MeasureAggregationParameters, Protocol +): + pass + + +@runtime_checkable +class RuntimeCheckableMetricTimeWindow(MetricProtocols.MetricTimeWindow, Protocol): + pass + + +@pytest.fixture(scope="session") +def file_slice() -> FileSlice: + return FileSlice( + filename="test_filename", content="test content", start_line_number=0, end_line_number=1 + ) + + +@pytest.fixture(scope="session") +def source_file_metadata(file_slice) -> SourceFileMetadata: + return SourceFileMetadata( + repo_file_path="test/file/path.yml", + file_slice=file_slice, + ) + + +@pytest.fixture(scope="session") +def semantic_model_defaults() -> Defaults: + return Defaults(agg_time_dimension="test_time_dimension") + + +@pytest.fixture(scope="session") +def dimension_validity_params() -> DimensionValidityParams: + return DimensionValidityParams() + + +@pytest.fixture(scope="session") +def dimension_type_params() -> DimensionTypeParams: + return DimensionTypeParams(time_granularity=TimeGranularity.DAY) + + +@pytest.fixture(scope="session") +def measure_agg_params() -> MeasureAggregationParameters: + return MeasureAggregationParameters() + + +@pytest.fixture(scope="session") +def non_additive_dimension() -> NonAdditiveDimension: + return NonAdditiveDimension( + name="dimension_name", + window_choice=AggregationType.MIN, + window_groupings=["entity_name"], + ) + + +@pytest.fixture(scope="session") +def where_filter() -> WhereFilter: + return WhereFilter( + where_sql_template="{{ Dimension('enity_name__dimension_name') }} AND {{ TimeDimension('entity_name__time_dimension_name', 'month') }} AND {{ Entity('entity_name') }}" + ) + + +@pytest.fixture(scope="session") +def metric_time_window() -> MetricTimeWindow: + return MetricTimeWindow(count=1, granularity=TimeGranularity.DAY) + + +@pytest.fixture(scope="session") +def simple_metric_input() -> MetricInput: + return MetricInput(name="test_simple_metric_input") + + +@pytest.fixture(scope="session") +def complex_metric_input(metric_time_window, where_filter) -> MetricInput: + return MetricInput( + name="test_complex_metric_input", + filter=where_filter, + alias="aliased_metric_input", + offset_window=metric_time_window, + offset_to_grain=TimeGranularity.DAY, + ) + + +@pytest.fixture(scope="session") +def simple_metric_input_measure() -> MetricInputMeasure: + return MetricInputMeasure(name="test_simple_metric_input_measure") + + +@pytest.fixture(scope="session") +def complex_metric_input_measure(where_filter) -> MetricInputMeasure: + return MetricInputMeasure( + name="test_complex_metric_input_measure", filter=where_filter, alias="complex_alias" + ) + + +@pytest.fixture(scope="session") +def complex_metric_type_params( + metric_time_window, simple_metric_input, simple_metric_input_measure +) -> MetricTypeParams: + return MetricTypeParams( + measure=simple_metric_input_measure, + numerator=simple_metric_input, + denominator=simple_metric_input, + expr="1 = 1", + window=metric_time_window, + grain_to_date=TimeGranularity.DAY, + metrics=[simple_metric_input], + ) + + +def test_file_slice_obj_satisfies_protocol(file_slice): + assert isinstance(file_slice, RuntimeCheckableFileSlice) + + +def test_metadata_obj_satisfies_protocol(source_file_metadata): + assert isinstance(source_file_metadata, RuntimeCheckableSourceFileMetadata) + + +def test_defaults_obj_satisfies_protocol(semantic_model_defaults): + assert isinstance(semantic_model_defaults, RuntimeCheckableSemanticModelDefaults) + assert isinstance(Defaults(), RuntimeCheckableSemanticModelDefaults) + + +def test_dimension_validity_params_satisfies_protocol(dimension_validity_params): + assert isinstance(dimension_validity_params, RuntimeCheckableDimensionValidityParams) + + +def test_dimension_type_params_satisfies_protocol( + dimension_type_params, dimension_validity_params +): + assert isinstance(dimension_type_params, RuntimeCheckableDimensionTypeParams) + + # check with validity params specified + optionals_specified_type_params = copy.deepcopy(dimension_type_params) + optionals_specified_type_params.validity_params = dimension_validity_params + assert isinstance(optionals_specified_type_params, RuntimeCheckableDimensionTypeParams) + + +def test_measure_aggregation_params_satisfies_protocol(measure_agg_params): + assert isinstance(measure_agg_params, RuntimeCheckableMeasureAggregationParams) + + # check with optionals specified + optionals_specified_measure_agg_params = copy.deepcopy(measure_agg_params) + optionals_specified_measure_agg_params.percentile = 0.5 + assert isinstance( + optionals_specified_measure_agg_params, RuntimeCheckableMeasureAggregationParams + ) + + +def test_semantic_model_node_satisfies_protocol_optionals_unspecified(): + test_semantic_model = SemanticModel( + name="test_semantic_model", + resource_type=NodeType.SemanticModel, + package_name="package_name", + path="path.to.semantic_model", + original_file_path="path/to/file", + unique_id="not_like_the_other_semantic_models", + fqn=["fully", "qualified", "name"], + model="ref('a_model')", + # Technically NodeRelation is optional on our SemanticModel implementation + # however, it's functionally always loaded, it's just delayed. + # This will type/state mismatch will likely bite us at some point + node_relation=NodeRelation( + alias="test_alias", + schema_name="test_schema_name", + ), + ) + assert isinstance(test_semantic_model, RuntimeCheckableSemanticModel) + + +def test_semantic_model_node_satisfies_protocol_optionals_specified( + semantic_model_defaults, source_file_metadata +): + test_semantic_model = SemanticModel( + name="test_semantic_model", + resource_type=NodeType.SemanticModel, + package_name="package_name", + path="path.to.semantic_model", + original_file_path="path/to/file", + unique_id="not_like_the_other_semantic_models", + fqn=["fully", "qualified", "name"], + model="ref('a_model')", + node_relation=NodeRelation( + alias="test_alias", + schema_name="test_schema_name", + ), + description="test_description", + defaults=semantic_model_defaults, + metadata=source_file_metadata, + primary_entity="test_primary_entity", + ) + assert isinstance(test_semantic_model, RuntimeCheckableSemanticModel) + + +def test_dimension_satisfies_protocol_optionals_unspecified(): + dimension = Dimension( + name="test_dimension", + type=DimensionType.TIME, + ) + assert isinstance(dimension, RuntimeCheckableDimension) + + +def test_dimension_satisfies_protocol_optionals_specified( + dimension_type_params, source_file_metadata +): + dimension = Dimension( + name="test_dimension", + type=DimensionType.TIME, + description="test_description", + type_params=dimension_type_params, + expr="1", + metadata=source_file_metadata, + ) + assert isinstance(dimension, RuntimeCheckableDimension) + + +def test_entity_satisfies_protocol_optionals_unspecified(): + entity = Entity( + name="test_entity", + type=EntityType.PRIMARY, + ) + assert isinstance(entity, RuntimeCheckableEntity) + + +def test_entity_satisfies_protocol_optionals_specified(): + entity = Entity( + name="test_entity", + description="a test entity", + type=EntityType.PRIMARY, + expr="id", + role="a_role", + ) + assert isinstance(entity, RuntimeCheckableEntity) + + +def test_measure_satisfies_protocol_optionals_unspecified(): + measure = Measure( + name="test_measure", + agg="sum", + ) + assert isinstance(measure, RuntimeCheckableMeasure) + + +def test_measure_satisfies_protocol_optionals_specified( + measure_agg_params, non_additive_dimension +): + measure = Measure( + name="test_measure", + description="a test measure", + agg="sum", + create_metric=True, + expr="amount", + agg_params=measure_agg_params, + non_additive_dimension=non_additive_dimension, + agg_time_dimension="a_time_dimension", + ) + assert isinstance(measure, RuntimeCheckableMeasure) + + +def test_metric_node_satisfies_protocol_optionals_unspecified(): + metric = Metric( + name="a_metric", + resource_type=NodeType.Metric, + package_name="package_name", + path="path.to.semantic_model", + original_file_path="path/to/file", + unique_id="not_like_the_other_semantic_models", + fqn=["fully", "qualified", "name"], + description="a test metric", + label="A test metric", + type=MetricType.SIMPLE, + type_params=MetricTypeParams( + measure=MetricInputMeasure( + name="a_test_measure", filter=WhereFilter(where_sql_template="a_dimension is true") + ) + ), + ) + assert isinstance(metric, RuntimeCheckableMetric) + + +def test_metric_node_satisfies_protocol_optionals_specified( + complex_metric_type_params, source_file_metadata, where_filter +): + metric = Metric( + name="a_metric", + resource_type=NodeType.Metric, + package_name="package_name", + path="path.to.semantic_model", + original_file_path="path/to/file", + unique_id="not_like_the_other_semantic_models", + fqn=["fully", "qualified", "name"], + description="a test metric", + label="A test metric", + type=MetricType.SIMPLE, + type_params=complex_metric_type_params, + filter=where_filter, + metadata=source_file_metadata, + group="test_group", + ) + assert isinstance(metric, RuntimeCheckableMetric) + + +def test_where_filter_satisfies_protocol(where_filter): + assert isinstance(where_filter, RuntimeCheckableWhereFilter) + + +def test_metric_time_window(metric_time_window): + assert isinstance(metric_time_window, RuntimeCheckableMetricTimeWindow) + + +def test_metric_input(simple_metric_input, complex_metric_input): + assert isinstance(simple_metric_input, RuntimeCheckableMetricInput) + assert isinstance(complex_metric_input, RuntimeCheckableMetricInput) + + +def test_metric_input_measure(simple_metric_input_measure, complex_metric_input_measure): + assert isinstance(simple_metric_input_measure, RuntimeCheckableMetricInputMeasure) + assert isinstance(complex_metric_input_measure, RuntimeCheckableMetricInputMeasure) + + +def test_metric_type_params_satisfies_protocol(complex_metric_type_params): + assert isinstance(MetricTypeParams(), RuntimeCheckableMetricTypeParams) + assert isinstance(complex_metric_type_params, RuntimeCheckableMetricTypeParams) + + +def test_non_additive_dimension_satisfies_protocol(non_additive_dimension): + assert isinstance(non_additive_dimension, RuntimeCheckableNonAdditiveDimension) diff --git a/tests/unit/test_semantic_models.py b/tests/unit/test_semantic_models.py new file mode 100644 index 00000000000..b1052eb2150 --- /dev/null +++ b/tests/unit/test_semantic_models.py @@ -0,0 +1,81 @@ +import pytest + +from typing import List + +from dbt.contracts.graph.nodes import SemanticModel +from dbt.contracts.graph.semantic_models import Dimension, Entity, Measure, Defaults +from dbt.node_types import NodeType +from dbt_semantic_interfaces.references import MeasureReference +from dbt_semantic_interfaces.type_enums import AggregationType, DimensionType, EntityType + + +@pytest.fixture(scope="function") +def dimensions() -> List[Dimension]: + return [Dimension(name="ds", type=DimensionType)] + + +@pytest.fixture(scope="function") +def entities() -> List[Entity]: + return [Entity(name="test_entity", type=EntityType.PRIMARY, expr="id")] + + +@pytest.fixture(scope="function") +def measures() -> List[Measure]: + return [Measure(name="test_measure", agg=AggregationType.COUNT, expr="id")] + + +@pytest.fixture(scope="function") +def default_semantic_model( + dimensions: List[Dimension], entities: List[Entity], measures: List[Measure] +) -> SemanticModel: + return SemanticModel( + name="test_semantic_model", + resource_type=NodeType.SemanticModel, + model="ref('test_model')", + package_name="test", + path="test_path", + original_file_path="test_fixture", + unique_id=f"{NodeType.SemanticModel}.test.test_semantic_model", + fqn=[], + defaults=Defaults(agg_time_dimension="ds"), + dimensions=dimensions, + entities=entities, + measures=measures, + node_relation=None, + ) + + +def test_checked_agg_time_dimension_for_measure_via_defaults( + default_semantic_model: SemanticModel, +): + assert default_semantic_model.defaults.agg_time_dimension is not None + measure = default_semantic_model.measures[0] + measure.agg_time_dimension = None + default_semantic_model.checked_agg_time_dimension_for_measure( + MeasureReference(element_name=measure.name) + ) + + +def test_checked_agg_time_dimension_for_measure_via_measure(default_semantic_model: SemanticModel): + default_semantic_model.defaults = None + measure = default_semantic_model.measures[0] + measure.agg_time_dimension = default_semantic_model.dimensions[0].name + default_semantic_model.checked_agg_time_dimension_for_measure( + MeasureReference(element_name=measure.name) + ) + + +def test_checked_agg_time_dimension_for_measure_exception(default_semantic_model: SemanticModel): + default_semantic_model.defaults = None + measure = default_semantic_model.measures[0] + measure.agg_time_dimension = None + + with pytest.raises(AssertionError) as execinfo: + default_semantic_model.checked_agg_time_dimension_for_measure( + MeasureReference(measure.name) + ) + + assert ( + f"Aggregation time dimension for measure {measure.name} on semantic model {default_semantic_model.name}" + in str(execinfo.value) + ) diff --git a/test/unit/test_semver.py b/tests/unit/test_semver.py similarity index 100% rename from test/unit/test_semver.py rename to tests/unit/test_semver.py diff --git a/test/unit/test_sql_result.py b/tests/unit/test_sql_result.py similarity index 100% rename from test/unit/test_sql_result.py rename to tests/unit/test_sql_result.py diff --git a/test/unit/test_system_client.py b/tests/unit/test_system_client.py similarity index 100% rename from test/unit/test_system_client.py rename to tests/unit/test_system_client.py diff --git a/test/unit/test_tracking.py b/tests/unit/test_tracking.py similarity index 100% rename from test/unit/test_tracking.py rename to tests/unit/test_tracking.py diff --git a/test/unit/test_utils.py b/tests/unit/test_utils.py similarity index 100% rename from test/unit/test_utils.py rename to tests/unit/test_utils.py diff --git a/test/unit/test_yaml_renderer.py b/tests/unit/test_yaml_renderer.py similarity index 90% rename from test/unit/test_yaml_renderer.py rename to tests/unit/test_yaml_renderer.py index c65a6e41333..9a703617aea 100644 --- a/test/unit/test_yaml_renderer.py +++ b/tests/unit/test_yaml_renderer.py @@ -99,22 +99,20 @@ def test__macros(self): self.assertEqual(dct, expected) def test__metrics(self): - context = {"my_time_grains": "[day]"} + context = {"metric_name_end": "_metric"} renderer = SchemaYamlRenderer(context, "metrics") dct = { - "name": "my_source", + "name": "test{{ metric_name_end }}", "description": "{{ docs('my_doc') }}", - "expression": "select {{ var('my_var') }} from my_table", - "time_grains": "{{ my_time_grains }}", + "filter": "{{ Dimension('my_entity__my_dim') }} = false", } # We expect the expression and description will not be rendered, but # other fields will be expected = { - "name": "my_source", + "name": "test_metric", "description": "{{ docs('my_doc') }}", - "expression": "select {{ var('my_var') }} from my_table", - "time_grains": "[day]", + "filter": "{{ Dimension('my_entity__my_dim') }} = false", } dct = renderer.render_data(dct) self.assertEqual(dct, expected) diff --git a/test/unit/utils.py b/tests/unit/utils.py similarity index 98% rename from test/unit/utils.py rename to tests/unit/utils.py index 74e42bc570c..0f5c12ebbfd 100644 --- a/test/unit/utils.py +++ b/tests/unit/utils.py @@ -336,11 +336,7 @@ def MockNode(package, name, resource_type=None, **kwargs): version = kwargs.get("version") search_name = name if version is None else f"{name}.v{version}" - unique_id = ( - f"{str(resource_type)}.{package}.{name}" - if version is None - else f"{str(resource_type)}.{package}.{name}.v{version}" - ) + unique_id = f"{str(resource_type)}.{package}.{name}" node = mock.MagicMock( __class__=cls, resource_type=resource_type, @@ -350,6 +346,7 @@ def MockNode(package, name, resource_type=None, **kwargs): **kwargs, ) node.name = name + node.is_versioned = resource_type is NodeType.Model and version is not None return node diff --git a/third-party-stubs/mashumaro/__init__.pyi b/third-party-stubs/mashumaro/__init__.pyi index 59b16d3d3aa..0a67966c158 100644 --- a/third-party-stubs/mashumaro/__init__.pyi +++ b/third-party-stubs/mashumaro/__init__.pyi @@ -1,5 +1,3 @@ from mashumaro.exceptions import MissingField as MissingField from mashumaro.helper import field_options as field_options, pass_through as pass_through from mashumaro.mixins.dict import DataClassDictMixin as DataClassDictMixin -from mashumaro.mixins.msgpack import DataClassMessagePackMixin as DataClassMessagePackMixin -from mashumaro.mixins.json import DataClassJSONMixin as DataClassJSONMixin diff --git a/third-party-stubs/mashumaro/config.pyi b/third-party-stubs/mashumaro/config.pyi index 8263ceb46fe..7b30709dd9f 100644 --- a/third-party-stubs/mashumaro/config.pyi +++ b/third-party-stubs/mashumaro/config.pyi @@ -1,31 +1,26 @@ +from mashumaro.core.const import Sentinel from mashumaro.dialect import Dialect -from mashumaro.types import SerializationStrategy +from mashumaro.types import Discriminator, SerializationStrategy from typing import Any, Callable, Dict, List, Optional, Type, Union -from mashumaro.core.const import PEP_586_COMPATIBLE - -if PEP_586_COMPATIBLE: - from typing import Literal # type: ignore -else: - from typing_extensions import Literal # type: ignore +from typing_extensions import Literal TO_DICT_ADD_BY_ALIAS_FLAG: str TO_DICT_ADD_OMIT_NONE_FLAG: str ADD_DIALECT_SUPPORT: str - -CodeGenerationOption = Literal[ - "TO_DICT_ADD_BY_ALIAS_FLAG", - "TO_DICT_ADD_OMIT_NONE_FLAG", - "ADD_DIALECT_SUPPORT", -] - +ADD_SERIALIZATION_CONTEXT: str SerializationStrategyValueType = Union[SerializationStrategy, Dict[str, Union[str, Callable]]] class BaseConfig: - debug: bool = ... - code_generation_options: List[str] = ... - serialization_strategy: Dict[Any, SerializationStrategyValueType] = ... - aliases: Dict[str, str] = ... - serialize_by_alias: bool = ... - namedtuple_as_dict: bool = ... - allow_postponed_evaluation: bool = ... - dialect: Optional[Type[Dialect]] = ... + debug: bool + code_generation_options: List[str] + serialization_strategy: Dict[Any, SerializationStrategyValueType] + aliases: Dict[str, str] + serialize_by_alias: bool + namedtuple_as_dict: bool + allow_postponed_evaluation: bool + dialect: Optional[Type[Dialect]] + omit_none: Union[bool, Sentinel.MISSING] + orjson_options: Optional[int] + json_schema: Dict[str, Any] + discriminator: Optional[Discriminator] + lazy_compilation: bool diff --git a/third-party-stubs/mashumaro/core/const.pyi b/third-party-stubs/mashumaro/core/const.pyi index c76e457dfe1..dfcd13587ff 100644 --- a/third-party-stubs/mashumaro/core/const.pyi +++ b/third-party-stubs/mashumaro/core/const.pyi @@ -1,13 +1,17 @@ -from typing import Any +import enum +from _typeshed import Incomplete -PY_36: Any -PY_37: Any -PY_38: Any -PY_39: Any -PY_310: Any -PY_37_MIN: Any -PY_38_MIN: Any -PY_39_MIN: Any -PY_310_MIN = PY_310 +PY_37: Incomplete +PY_38: Incomplete +PY_39: Incomplete +PY_310: Incomplete +PY_311_MIN: Incomplete +PY_310_MIN: Incomplete +PY_39_MIN: Incomplete +PY_38_MIN: Incomplete +PY_37_MIN: Incomplete PEP_585_COMPATIBLE = PY_39_MIN PEP_586_COMPATIBLE = PY_38_MIN + +class Sentinel(enum.Enum): + MISSING: Incomplete diff --git a/third-party-stubs/mashumaro/core/helpers.pyi b/third-party-stubs/mashumaro/core/helpers.pyi index 326e5cccf4c..3470d4162f9 100644 --- a/third-party-stubs/mashumaro/core/helpers.pyi +++ b/third-party-stubs/mashumaro/core/helpers.pyi @@ -1,3 +1,10 @@ import datetime +from _typeshed import Incomplete + +UTC_OFFSET_PATTERN: str def parse_timezone(s: str) -> datetime.timezone: ... + +class ConfigValue: + name: Incomplete + def __init__(self, name: str) -> None: ... diff --git a/third-party-stubs/mashumaro/core/meta/builder.pyi b/third-party-stubs/mashumaro/core/meta/builder.pyi deleted file mode 100644 index 99bc7f98174..00000000000 --- a/third-party-stubs/mashumaro/core/meta/builder.pyi +++ /dev/null @@ -1,115 +0,0 @@ -from mashumaro.core.helpers import * -import types -import typing -from base64 import decodebytes as decodebytes, encodebytes as encodebytes -from dataclasses import Field -from mashumaro.config import ( - ADD_DIALECT_SUPPORT as ADD_DIALECT_SUPPORT, - BaseConfig as BaseConfig, - TO_DICT_ADD_BY_ALIAS_FLAG as TO_DICT_ADD_BY_ALIAS_FLAG, - TO_DICT_ADD_OMIT_NONE_FLAG as TO_DICT_ADD_OMIT_NONE_FLAG, -) -from mashumaro.core.const import PY_39_MIN as PY_39_MIN -from mashumaro.core.meta.helpers import ( - get_args as get_args, - get_class_that_defines_field as get_class_that_defines_field, - get_class_that_defines_method as get_class_that_defines_method, - get_literal_values as get_literal_values, - get_name_error_name as get_name_error_name, - get_type_origin as get_type_origin, - is_class_var as is_class_var, - is_dataclass_dict_mixin as is_dataclass_dict_mixin, - is_dataclass_dict_mixin_subclass as is_dataclass_dict_mixin_subclass, - is_dialect_subclass as is_dialect_subclass, - is_generic as is_generic, - is_init_var as is_init_var, - is_literal as is_literal, - is_named_tuple as is_named_tuple, - is_new_type as is_new_type, - is_optional as is_optional, - is_special_typing_primitive as is_special_typing_primitive, - is_type_var as is_type_var, - is_type_var_any as is_type_var_any, - is_typed_dict as is_typed_dict, - is_union as is_union, - not_none_type_arg as not_none_type_arg, - resolve_type_vars as resolve_type_vars, - type_name as type_name, -) -from mashumaro.core.meta.patch import patch_fromisoformat as patch_fromisoformat -from mashumaro.dialect import Dialect as Dialect -from mashumaro.exceptions import ( - BadDialect as BadDialect, - BadHookSignature as BadHookSignature, - InvalidFieldValue as InvalidFieldValue, - MissingField as MissingField, - ThirdPartyModuleNotFoundError as ThirdPartyModuleNotFoundError, - UnresolvedTypeReferenceError as UnresolvedTypeReferenceError, - UnserializableDataError as UnserializableDataError, - UnserializableField as UnserializableField, - UnsupportedDeserializationEngine as UnsupportedDeserializationEngine, - UnsupportedSerializationEngine as UnsupportedSerializationEngine, -) -from mashumaro.helper import pass_through as pass_through -from mashumaro.types import ( - GenericSerializableType as GenericSerializableType, - SerializableType as SerializableType, - SerializationStrategy as SerializationStrategy, -) -from typing import Any - -NoneType: Any -__PRE_SERIALIZE__: str -__PRE_DESERIALIZE__: str -__POST_SERIALIZE__: str -__POST_DESERIALIZE__: str - -class CodeLines: - def __init__(self) -> None: ... - def append(self, line: str) -> None: ... - def indent(self) -> typing.Generator[None, None, None]: ... - def as_text(self) -> str: ... - def reset(self) -> None: ... - -class CodeBuilder: - cls: Any = ... - lines: Any = ... - globals: Any = ... - type_vars: Any = ... - field_classes: Any = ... - initial_arg_types: Any = ... - dialect: Any = ... - allow_postponed_evaluation: Any = ... - def __init__( - self, - cls: Any, - arg_types: typing.Tuple = ..., - dialect: typing.Optional[typing.Type[Dialect]] = ..., - first_method: str = ..., - allow_postponed_evaluation: bool = ..., - ) -> None: ... - def reset(self) -> None: ... - @property - def namespace(self) -> typing.Dict[typing.Any, typing.Any]: ... - @property - def annotations(self) -> typing.Dict[str, typing.Any]: ... - @property - def field_types(self) -> typing.Dict[str, typing.Any]: ... - @property - def dataclass_fields(self) -> typing.Dict[str, Field]: ... - @property - def metadatas(self) -> typing.Dict[str, typing.Mapping[str, typing.Any]]: ... - def get_field_default(self, name: str) -> typing.Any: ... - def ensure_module_imported(self, module: types.ModuleType) -> None: ... - def add_line(self, line: str) -> None: ... - def indent(self) -> typing.Generator[None, None, None]: ... - def compile(self) -> None: ... - def get_declared_hook(self, method_name: str) -> typing.Any: ... - def add_from_dict(self) -> None: ... - def get_config(self, cls: Any = ...) -> typing.Type[BaseConfig]: ... - def get_to_dict_flags(self, cls: Any = ...) -> str: ... - def get_from_dict_flags(self, cls: Any = ...) -> str: ... - def get_to_dict_default_flag_values(self, cls: Any = ...) -> str: ... - def get_from_dict_default_flag_values(self, cls: Any = ...) -> str: ... - def is_code_generation_option_enabled(self, option: str, cls: Any = ...) -> bool: ... - def add_to_dict(self) -> None: ... diff --git a/third-party-stubs/mashumaro/dialects/__init__.pyi b/third-party-stubs/mashumaro/core/meta/code/__init__.pyi similarity index 100% rename from third-party-stubs/mashumaro/dialects/__init__.pyi rename to third-party-stubs/mashumaro/core/meta/code/__init__.pyi diff --git a/third-party-stubs/mashumaro/core/meta/code/builder.pyi b/third-party-stubs/mashumaro/core/meta/code/builder.pyi new file mode 100644 index 00000000000..9d575b79467 --- /dev/null +++ b/third-party-stubs/mashumaro/core/meta/code/builder.pyi @@ -0,0 +1,146 @@ +import types +import typing +from _typeshed import Incomplete +from collections.abc import Generator +from dataclasses import Field +from mashumaro.config import ( + ADD_DIALECT_SUPPORT as ADD_DIALECT_SUPPORT, + ADD_SERIALIZATION_CONTEXT as ADD_SERIALIZATION_CONTEXT, + BaseConfig as BaseConfig, + SerializationStrategyValueType as SerializationStrategyValueType, + TO_DICT_ADD_BY_ALIAS_FLAG as TO_DICT_ADD_BY_ALIAS_FLAG, + TO_DICT_ADD_OMIT_NONE_FLAG as TO_DICT_ADD_OMIT_NONE_FLAG, +) +from mashumaro.core.const import Sentinel as Sentinel +from mashumaro.core.helpers import ConfigValue as ConfigValue +from mashumaro.core.meta.code.lines import CodeLines as CodeLines +from mashumaro.core.meta.helpers import ( + get_args as get_args, + get_class_that_defines_field as get_class_that_defines_field, + get_class_that_defines_method as get_class_that_defines_method, + get_literal_values as get_literal_values, + get_name_error_name as get_name_error_name, + hash_type_args as hash_type_args, + is_class_var as is_class_var, + is_dataclass_dict_mixin as is_dataclass_dict_mixin, + is_dialect_subclass as is_dialect_subclass, + is_init_var as is_init_var, + is_literal as is_literal, + is_optional as is_optional, + is_type_var_any as is_type_var_any, + resolve_type_params as resolve_type_params, + substitute_type_params as substitute_type_params, + type_name as type_name, +) +from mashumaro.core.meta.types.common import FieldContext as FieldContext, ValueSpec as ValueSpec +from mashumaro.core.meta.types.pack import PackerRegistry as PackerRegistry +from mashumaro.core.meta.types.unpack import ( + SubtypeUnpackerBuilder as SubtypeUnpackerBuilder, + UnpackerRegistry as UnpackerRegistry, +) +from mashumaro.dialect import Dialect as Dialect +from mashumaro.exceptions import ( + BadDialect as BadDialect, + BadHookSignature as BadHookSignature, + InvalidFieldValue as InvalidFieldValue, + MissingDiscriminatorError as MissingDiscriminatorError, + MissingField as MissingField, + SuitableVariantNotFoundError as SuitableVariantNotFoundError, + ThirdPartyModuleNotFoundError as ThirdPartyModuleNotFoundError, + UnresolvedTypeReferenceError as UnresolvedTypeReferenceError, + UnserializableDataError as UnserializableDataError, + UnserializableField as UnserializableField, + UnsupportedDeserializationEngine as UnsupportedDeserializationEngine, + UnsupportedSerializationEngine as UnsupportedSerializationEngine, +) +from mashumaro.types import Discriminator as Discriminator + +__PRE_SERIALIZE__: str +__PRE_DESERIALIZE__: str +__POST_SERIALIZE__: str +__POST_DESERIALIZE__: str + +class CodeBuilder: + cls: Incomplete + lines: Incomplete + globals: Incomplete + resolved_type_params: Incomplete + field_classes: Incomplete + initial_type_args: Incomplete + dialect: Incomplete + default_dialect: Incomplete + allow_postponed_evaluation: Incomplete + format_name: Incomplete + decoder: Incomplete + encoder: Incomplete + encoder_kwargs: Incomplete + def __init__( + self, + cls: typing.Type, + type_args: typing.Tuple[typing.Type, ...] = ..., + dialect: typing.Optional[typing.Type[Dialect]] = ..., + first_method: str = ..., + allow_postponed_evaluation: bool = ..., + format_name: str = ..., + decoder: typing.Optional[typing.Any] = ..., + encoder: typing.Optional[typing.Any] = ..., + encoder_kwargs: typing.Optional[typing.Dict[str, typing.Any]] = ..., + default_dialect: typing.Optional[typing.Type[Dialect]] = ..., + ) -> None: ... + def reset(self) -> None: ... + @property + def namespace(self) -> typing.Mapping[typing.Any, typing.Any]: ... + @property + def annotations(self) -> typing.Dict[str, typing.Any]: ... + def get_field_resolved_type_params( + self, field_name: str + ) -> typing.Dict[typing.Type, typing.Type]: ... + def get_field_types(self, include_extras: bool = ...) -> typing.Dict[str, typing.Any]: ... + @property + def dataclass_fields(self) -> typing.Dict[str, Field]: ... + @property + def metadatas(self) -> typing.Dict[str, typing.Mapping[str, typing.Any]]: ... + def get_field_default(self, name: str) -> typing.Any: ... + def add_type_modules(self, *types_: typing.Type) -> None: ... + def ensure_module_imported(self, module: types.ModuleType) -> None: ... + def ensure_object_imported( + self, obj: typing.Any, name: typing.Optional[str] = ... + ) -> None: ... + def add_line(self, line: str) -> None: ... + def indent(self, expr: typing.Optional[str] = ...) -> typing.Generator[None, None, None]: ... + def compile(self) -> None: ... + def get_declared_hook(self, method_name: str) -> typing.Any: ... + def add_unpack_method(self) -> None: ... + def get_config(self, cls: Incomplete | None = ..., look_in_parents: bool = ...): ... + def get_discriminator(self) -> typing.Optional[Discriminator]: ... + def get_pack_method_flags( + self, cls: typing.Optional[typing.Type] = ..., pass_encoder: bool = ... + ) -> str: ... + def get_unpack_method_flags( + self, cls: typing.Optional[typing.Type] = ..., pass_decoder: bool = ... + ) -> str: ... + def get_pack_method_default_flag_values( + self, cls: typing.Optional[typing.Type] = ..., pass_encoder: bool = ... + ) -> str: ... + def get_unpack_method_default_flag_values(self, pass_decoder: bool = ...) -> str: ... + def is_code_generation_option_enabled( + self, option: str, cls: typing.Optional[typing.Type] = ... + ) -> bool: ... + @classmethod + def get_unpack_method_name( + cls, + type_args: typing.Iterable = ..., + format_name: str = ..., + decoder: typing.Optional[typing.Any] = ..., + ) -> str: ... + @classmethod + def get_pack_method_name( + cls, + type_args: typing.Tuple[typing.Type, ...] = ..., + format_name: str = ..., + encoder: typing.Optional[typing.Any] = ..., + ) -> str: ... + def add_pack_method(self) -> None: ... + def iter_serialization_strategies( + self, metadata, ftype + ) -> Generator[Incomplete, None, None]: ... diff --git a/third-party-stubs/mashumaro/core/meta/code/lines.pyi b/third-party-stubs/mashumaro/core/meta/code/lines.pyi new file mode 100644 index 00000000000..4d9bf5039c7 --- /dev/null +++ b/third-party-stubs/mashumaro/core/meta/code/lines.pyi @@ -0,0 +1,8 @@ +from typing import Generator, Optional + +class CodeLines: + def __init__(self) -> None: ... + def append(self, line: str) -> None: ... + def indent(self, expr: Optional[str] = ...) -> Generator[None, None, None]: ... + def as_text(self) -> str: ... + def reset(self) -> None: ... diff --git a/third-party-stubs/mashumaro/core/meta/helpers.pyi b/third-party-stubs/mashumaro/core/meta/helpers.pyi index 112a5a078ba..7ec3124e0ac 100644 --- a/third-party-stubs/mashumaro/core/meta/helpers.pyi +++ b/third-party-stubs/mashumaro/core/meta/helpers.pyi @@ -1,37 +1,58 @@ import typing -from typing import Any +from typing import Any, Dict, Optional, Sequence, Tuple, Type -def get_type_origin(t: Any): ... -def get_generic_name(t: Any, short: bool = ...) -> str: ... -def get_args(t: typing.Any) -> typing.Tuple[typing.Any, ...]: ... -def get_literal_values(t: typing.Any) -> Any: ... +def get_type_origin(typ: Type) -> Type: ... +def get_generic_name(typ: Type, short: bool = ...) -> str: ... +def get_args(typ: Optional[Type]) -> Tuple[Type, ...]: ... +def get_literal_values(typ: Type) -> Tuple[Any, ...]: ... def type_name( - t: typing.Any, + typ: Optional[Type], short: bool = ..., - type_vars: typing.Dict[str, typing.Any] = ..., + resolved_type_params: Optional[Dict[Type, Type]] = ..., is_type_origin: bool = ..., none_type_as_none: bool = ..., ) -> str: ... -def is_special_typing_primitive(t: Any) -> bool: ... -def is_generic(t: Any): ... -def is_typed_dict(t: Any) -> bool: ... -def is_named_tuple(t: Any) -> bool: ... -def is_new_type(t: Any) -> bool: ... -def is_union(t: Any): ... -def is_optional(t: Any, type_vars: typing.Dict[str, typing.Any] = ...) -> bool: ... -def is_annotated(t: Any) -> bool: ... -def is_literal(t: Any) -> bool: ... +def is_special_typing_primitive(typ: Any) -> bool: ... +def is_generic(typ: Type) -> bool: ... +def is_typed_dict(typ: Type) -> bool: ... +def is_named_tuple(typ: Type) -> bool: ... +def is_new_type(typ: Type) -> bool: ... +def is_union(typ: Type) -> bool: ... +def is_optional(typ: Type, resolved_type_params: Optional[Dict[Type, Type]] = ...) -> bool: ... +def is_annotated(typ: Type) -> bool: ... +def get_type_annotations(typ: Type) -> Sequence[Any]: ... +def is_literal(typ: Type) -> bool: ... def not_none_type_arg( - args: typing.Tuple[typing.Any, ...], type_vars: typing.Dict[str, typing.Any] = ... -) -> Any: ... -def is_type_var(t: Any) -> bool: ... -def is_type_var_any(t: Any) -> bool: ... -def is_class_var(t: Any) -> bool: ... -def is_init_var(t: Any) -> bool: ... -def get_class_that_defines_method(method_name: Any, cls: Any): ... -def get_class_that_defines_field(field_name: Any, cls: Any): ... -def is_dataclass_dict_mixin(t: Any) -> bool: ... -def is_dataclass_dict_mixin_subclass(t: Any) -> bool: ... -def resolve_type_vars(cls, arg_types: Any = ..., is_cls_created: bool = ...): ... + type_args: Tuple[Type, ...], resolved_type_params: Optional[Dict[Type, Type]] = ... +) -> Optional[Type]: ... +def is_type_var(typ: Type) -> bool: ... +def is_type_var_any(typ: Type) -> bool: ... +def is_class_var(typ: Type) -> bool: ... +def is_final(typ: Type) -> bool: ... +def is_init_var(typ: Type) -> bool: ... +def get_class_that_defines_method(method_name: str, cls: Type) -> Optional[Type]: ... +def get_class_that_defines_field(field_name: str, cls: Type) -> Optional[Type]: ... +def is_dataclass_dict_mixin(typ: Type) -> bool: ... +def is_dataclass_dict_mixin_subclass(typ: Type) -> bool: ... +def collect_type_params(typ: Type) -> Sequence[Type]: ... +def resolve_type_params( + typ: Type, type_args: Sequence[Type] = ..., include_bases: bool = ... +) -> Dict[Type, Dict[Type, Type]]: ... +def substitute_type_params(typ: Type, substitutions: Dict[Type, Type]) -> Type: ... def get_name_error_name(e: NameError) -> str: ... -def is_dialect_subclass(t: Any) -> bool: ... +def is_dialect_subclass(typ: Type) -> bool: ... +def is_self(typ: Type) -> bool: ... +def is_required(typ: Type) -> bool: ... +def is_not_required(typ: Type) -> bool: ... +def get_function_arg_annotation( + function: typing.Callable[[Any], Any], + arg_name: typing.Optional[str] = ..., + arg_pos: typing.Optional[int] = ..., +) -> typing.Type: ... +def get_function_return_annotation( + function: typing.Callable[[typing.Any], typing.Any] +) -> typing.Type: ... +def is_unpack(typ: Type) -> bool: ... +def is_type_var_tuple(typ: Type) -> bool: ... +def hash_type_args(type_args: typing.Iterable[typing.Type]) -> str: ... +def iter_all_subclasses(cls) -> typing.Iterator[Type]: ... diff --git a/third-party-stubs/mashumaro/core/meta/mixin.pyi b/third-party-stubs/mashumaro/core/meta/mixin.pyi new file mode 100644 index 00000000000..1d6734e0663 --- /dev/null +++ b/third-party-stubs/mashumaro/core/meta/mixin.pyi @@ -0,0 +1,13 @@ +from mashumaro.dialect import Dialect +from typing import Any, Dict, Optional, Tuple, Type + +def compile_mixin_packer( + cls, + format_name: str = ..., + dialect: Optional[Type[Dialect]] = ..., + encoder: Any = ..., + encoder_kwargs: Optional[Dict[str, Dict[str, Tuple[str, Any]]]] = ..., +) -> None: ... +def compile_mixin_unpacker( + cls, format_name: str = ..., dialect: Optional[Type[Dialect]] = ..., decoder: Any = ... +) -> None: ... diff --git a/third-party-stubs/mashumaro/core/meta/patch.pyi b/third-party-stubs/mashumaro/core/meta/patch.pyi deleted file mode 100644 index d3fa7446eb6..00000000000 --- a/third-party-stubs/mashumaro/core/meta/patch.pyi +++ /dev/null @@ -1 +0,0 @@ -def patch_fromisoformat() -> None: ... diff --git a/plugins/postgres/dbt/include/postgres/macros/materializations/materialized_view/refresh.sql b/third-party-stubs/mashumaro/core/meta/types/__init__.pyi similarity index 100% rename from plugins/postgres/dbt/include/postgres/macros/materializations/materialized_view/refresh.sql rename to third-party-stubs/mashumaro/core/meta/types/__init__.pyi diff --git a/third-party-stubs/mashumaro/core/meta/types/common.pyi b/third-party-stubs/mashumaro/core/meta/types/common.pyi new file mode 100644 index 00000000000..68ced55372e --- /dev/null +++ b/third-party-stubs/mashumaro/core/meta/types/common.pyi @@ -0,0 +1,67 @@ +from _typeshed import Incomplete +from functools import cached_property +from mashumaro.core.const import PEP_585_COMPATIBLE as PEP_585_COMPATIBLE +from mashumaro.core.meta.code.builder import CodeBuilder as CodeBuilder +from mashumaro.core.meta.helpers import ( + get_type_origin as get_type_origin, + is_annotated as is_annotated, + is_generic as is_generic, + type_name as type_name, +) +from mashumaro.exceptions import ( + UnserializableDataError as UnserializableDataError, + UnserializableField as UnserializableField, +) +from typing import Any, Dict, Mapping, Optional, Sequence, Type, TypeVar +from typing_extensions import TypeAlias + +cached_property = property +NoneType: Incomplete +Expression: TypeAlias +P: Incomplete +T = TypeVar("T") + +class ExpressionWrapper: + expression: Incomplete + def __init__(self, expression: str) -> None: ... + +PROPER_COLLECTION_TYPES: Dict[Type, str] + +class FieldContext: + name: str + metadata: Mapping + def copy(self, **changes: Any) -> FieldContext: ... + def __init__(self, name, metadata) -> None: ... + +class ValueSpec: + type: Type + origin_type: Type + expression: Expression + builder: CodeBuilder + field_ctx: FieldContext + could_be_none: bool + annotated_type: Optional[Type] + def __setattr__(self, key: str, value: Any) -> None: ... + def copy(self, **changes: Any) -> ValueSpec: ... + @cached_property + def annotations(self) -> Sequence[str]: ... + def __init__( + self, type, expression, builder, field_ctx, could_be_none, annotated_type + ) -> None: ... + +ValueSpecExprCreator: TypeAlias + +class Registry: + def register(self, function: ValueSpecExprCreator) -> ValueSpecExprCreator: ... + def get(self, spec: ValueSpec) -> Expression: ... + def __init__(self, _registry) -> None: ... + +def ensure_generic_collection(spec: ValueSpec) -> bool: ... +def ensure_collection_type_args_supported( + collection_type: Type, type_args: Sequence[Type] +) -> bool: ... +def ensure_generic_collection_subclass(spec: ValueSpec, *checked_types: Type) -> bool: ... +def ensure_generic_mapping(spec: ValueSpec, args: Sequence[Type], checked_type: Type) -> bool: ... +def expr_or_maybe_none(spec: ValueSpec, new_expr: Expression) -> Expression: ... +def random_hex() -> str: ... +def clean_id(value: str) -> str: ... diff --git a/third-party-stubs/mashumaro/core/meta/types/pack.pyi b/third-party-stubs/mashumaro/core/meta/types/pack.pyi new file mode 100644 index 00000000000..3231d8873f0 --- /dev/null +++ b/third-party-stubs/mashumaro/core/meta/types/pack.pyi @@ -0,0 +1,3 @@ +from _typeshed import Incomplete + +PackerRegistry: Incomplete diff --git a/third-party-stubs/mashumaro/core/meta/types/unpack.pyi b/third-party-stubs/mashumaro/core/meta/types/unpack.pyi new file mode 100644 index 00000000000..47020521425 --- /dev/null +++ b/third-party-stubs/mashumaro/core/meta/types/unpack.pyi @@ -0,0 +1,34 @@ +import abc +from _typeshed import Incomplete +from abc import ABC, abstractmethod +from mashumaro.core.meta.types.common import ValueSpec +from mashumaro.types import Discriminator +from typing import Optional, Tuple, Type + +UnpackerRegistry: Incomplete + +class AbstractUnpackerBuilder(ABC, metaclass=abc.ABCMeta): + @abstractmethod + def get_method_prefix(self) -> str: ... + def build(self, spec: ValueSpec) -> str: ... + +class UnionUnpackerBuilder(AbstractUnpackerBuilder): + union_args: Incomplete + def __init__(self, args: Tuple[Type, ...]) -> None: ... + def get_method_prefix(self) -> str: ... + +class TypeVarUnpackerBuilder(UnionUnpackerBuilder): + def get_method_prefix(self) -> str: ... + +class LiteralUnpackerBuilder(AbstractUnpackerBuilder): + def get_method_prefix(self) -> str: ... + +class DiscriminatedUnionUnpackerBuilder(AbstractUnpackerBuilder): + discriminator: Incomplete + base_variants: Incomplete + def __init__( + self, discriminator: Discriminator, base_variants: Optional[Tuple[Type, ...]] = ... + ) -> None: ... + def get_method_prefix(self) -> str: ... + +class SubtypeUnpackerBuilder(DiscriminatedUnionUnpackerBuilder): ... diff --git a/third-party-stubs/mashumaro/dialect.pyi b/third-party-stubs/mashumaro/dialect.pyi index 330c9cfa1c1..3f93bcfa2ce 100644 --- a/third-party-stubs/mashumaro/dialect.pyi +++ b/third-party-stubs/mashumaro/dialect.pyi @@ -1,7 +1,10 @@ +from mashumaro.core.const import Sentinel from mashumaro.types import SerializationStrategy -from typing import Any, Callable, Dict, Union +from typing import Callable, Dict, Union +from typing_extensions import Literal SerializationStrategyValueType = Union[SerializationStrategy, Dict[str, Union[str, Callable]]] class Dialect: - serialization_strategy: Dict[Any, SerializationStrategyValueType] = ... + serialization_strategy: Dict[str, SerializationStrategyValueType] + omit_none: Union[bool, Sentinel.MISSING] diff --git a/third-party-stubs/mashumaro/dialects/msgpack.pyi b/third-party-stubs/mashumaro/dialects/msgpack.pyi deleted file mode 100644 index f28b7c38283..00000000000 --- a/third-party-stubs/mashumaro/dialects/msgpack.pyi +++ /dev/null @@ -1,5 +0,0 @@ -from mashumaro.dialect import Dialect -from typing import Any - -class MessagePackDialect(Dialect): - serialization_strategy: Any = ... diff --git a/third-party-stubs/mashumaro/exceptions.pyi b/third-party-stubs/mashumaro/exceptions.pyi index 093eb7aa71f..d4c536a2b20 100644 --- a/third-party-stubs/mashumaro/exceptions.pyi +++ b/third-party-stubs/mashumaro/exceptions.pyi @@ -1,75 +1,91 @@ +from _typeshed import Incomplete from mashumaro.core.meta.helpers import type_name as type_name -from typing import Any, Optional +from typing import Any, Optional, Type class MissingField(LookupError): - field_name: Any = ... - field_type: Any = ... - holder_class: Any = ... - def __init__(self, field_name: Any, field_type: Any, holder_class: Any) -> None: ... + field_name: Incomplete + field_type: Incomplete + holder_class: Incomplete + def __init__(self, field_name: str, field_type: Type, holder_class: Type) -> None: ... @property - def field_type_name(self): ... + def field_type_name(self) -> str: ... @property - def holder_class_name(self): ... + def holder_class_name(self) -> str: ... class UnserializableDataError(TypeError): ... class UnserializableField(UnserializableDataError): - field_name: Any = ... - field_type: Any = ... - holder_class: Any = ... - msg: Any = ... + field_name: Incomplete + field_type: Incomplete + holder_class: Incomplete + msg: Incomplete def __init__( - self, field_name: Any, field_type: Any, holder_class: Any, msg: Optional[Any] = ... + self, field_name: str, field_type: Type, holder_class: Type, msg: Optional[str] = ... ) -> None: ... @property - def field_type_name(self): ... + def field_type_name(self) -> str: ... @property - def holder_class_name(self): ... + def holder_class_name(self) -> str: ... class UnsupportedSerializationEngine(UnserializableField): def __init__( - self, field_name: Any, field_type: Any, holder_class: Any, engine: Any + self, field_name: str, field_type: Type, holder_class: Type, engine: Any ) -> None: ... class UnsupportedDeserializationEngine(UnserializableField): def __init__( - self, field_name: Any, field_type: Any, holder_class: Any, engine: Any + self, field_name: str, field_type: Type, holder_class: Type, engine: Any ) -> None: ... class InvalidFieldValue(ValueError): - field_name: Any = ... - field_type: Any = ... - field_value: Any = ... - holder_class: Any = ... - msg: Any = ... + field_name: Incomplete + field_type: Incomplete + field_value: Incomplete + holder_class: Incomplete + msg: Incomplete def __init__( self, - field_name: Any, - field_type: Any, + field_name: str, + field_type: Type, field_value: Any, - holder_class: Any, - msg: Optional[Any] = ..., + holder_class: Type, + msg: Optional[str] = ..., ) -> None: ... @property - def field_type_name(self): ... + def field_type_name(self) -> str: ... @property - def holder_class_name(self): ... + def holder_class_name(self) -> str: ... + +class MissingDiscriminatorError(LookupError): + field_name: Incomplete + def __init__(self, field_name: str) -> None: ... + +class SuitableVariantNotFoundError(ValueError): + variants_type: Incomplete + discriminator_name: Incomplete + discriminator_value: Incomplete + def __init__( + self, + variants_type: Type, + discriminator_name: Optional[str] = ..., + discriminator_value: Any = ..., + ) -> None: ... class BadHookSignature(TypeError): ... class ThirdPartyModuleNotFoundError(ModuleNotFoundError): - module_name: Any = ... - field_name: Any = ... - holder_class: Any = ... - def __init__(self, module_name: Any, field_name: Any, holder_class: Any) -> None: ... + module_name: Incomplete + field_name: Incomplete + holder_class: Incomplete + def __init__(self, module_name: str, field_name: str, holder_class: Type) -> None: ... @property - def holder_class_name(self): ... + def holder_class_name(self) -> str: ... class UnresolvedTypeReferenceError(NameError): - holder_class: Any = ... - name: Any = ... - def __init__(self, holder_class: Any, unresolved_type_name: Any) -> None: ... + holder_class: Incomplete + name: Incomplete + def __init__(self, holder_class: Type, unresolved_type_name: str) -> None: ... @property - def holder_class_name(self): ... + def holder_class_name(self) -> str: ... class BadDialect(ValueError): ... diff --git a/third-party-stubs/mashumaro/helper.pyi b/third-party-stubs/mashumaro/helper.pyi index acc7c6b50b3..0eb8254dd27 100644 --- a/third-party-stubs/mashumaro/helper.pyi +++ b/third-party-stubs/mashumaro/helper.pyi @@ -1,5 +1,5 @@ from mashumaro.types import SerializationStrategy -from typing import Any, Callable, Optional, Union +from typing import Any, Callable, Dict, Optional, TypeVar, Union from typing_extensions import Literal NamedTupleDeserializationEngine = Literal["as_dict", "as_list"] @@ -7,18 +7,21 @@ DateTimeDeserializationEngine = Literal["ciso8601", "pendulum"] AnyDeserializationEngine = Literal[NamedTupleDeserializationEngine, DateTimeDeserializationEngine] NamedTupleSerializationEngine = Literal["as_dict", "as_list"] -AnySerializationEngine = NamedTupleSerializationEngine +AnySerializationEngine = Union[NamedTupleSerializationEngine, OmitSerializationEngine] +OmitSerializationEngine = Literal["omit"] + +T = TypeVar("T") def field_options( serialize: Optional[Union[AnySerializationEngine, Callable[[Any], Any]]] = ..., deserialize: Optional[Union[AnyDeserializationEngine, Callable[[Any], Any]]] = ..., serialization_strategy: Optional[SerializationStrategy] = ..., alias: Optional[str] = ..., -) -> Any: ... +) -> Dict[str, Any]: ... class _PassThrough(SerializationStrategy): - def __call__(self, *args: Any, **kwargs: Any) -> None: ... - def serialize(self, value: Any): ... - def deserialize(self, value: Any): ... + def __call__(self, *args: Any, **kwargs: Any) -> Any: ... + def serialize(self, value: T) -> T: ... + def deserialize(self, value: T) -> T: ... pass_through: Any diff --git a/third-party-stubs/mashumaro/jsonschema/__init__.pyi b/third-party-stubs/mashumaro/jsonschema/__init__.pyi new file mode 100644 index 00000000000..9c6436c675e --- /dev/null +++ b/third-party-stubs/mashumaro/jsonschema/__init__.pyi @@ -0,0 +1,2 @@ +from .builder import JSONSchemaBuilder as JSONSchemaBuilder, build_json_schema as build_json_schema +from .dialects import DRAFT_2020_12 as DRAFT_2020_12, OPEN_API_3_1 as OPEN_API_3_1 diff --git a/third-party-stubs/mashumaro/jsonschema/annotations.pyi b/third-party-stubs/mashumaro/jsonschema/annotations.pyi new file mode 100644 index 00000000000..f39d8003626 --- /dev/null +++ b/third-party-stubs/mashumaro/jsonschema/annotations.pyi @@ -0,0 +1,80 @@ +from mashumaro.jsonschema.models import JSONSchema, Number +from typing import Dict, Set + +class Annotation: ... +class Constraint(Annotation): ... +class NumberConstraint(Constraint): ... + +class Minimum(NumberConstraint): + value: Number + def __init__(self, value) -> None: ... + +class Maximum(NumberConstraint): + value: Number + def __init__(self, value) -> None: ... + +class ExclusiveMinimum(NumberConstraint): + value: Number + def __init__(self, value) -> None: ... + +class ExclusiveMaximum(NumberConstraint): + value: Number + def __init__(self, value) -> None: ... + +class MultipleOf(NumberConstraint): + value: Number + def __init__(self, value) -> None: ... + +class StringConstraint(Constraint): ... + +class MinLength(StringConstraint): + value: int + def __init__(self, value) -> None: ... + +class MaxLength(StringConstraint): + value: int + def __init__(self, value) -> None: ... + +class Pattern(StringConstraint): + value: str + def __init__(self, value) -> None: ... + +class ArrayConstraint(Constraint): ... + +class MinItems(ArrayConstraint): + value: int + def __init__(self, value) -> None: ... + +class MaxItems(ArrayConstraint): + value: int + def __init__(self, value) -> None: ... + +class UniqueItems(ArrayConstraint): + value: bool + def __init__(self, value) -> None: ... + +class Contains(ArrayConstraint): + value: JSONSchema + def __init__(self, value) -> None: ... + +class MinContains(ArrayConstraint): + value: int + def __init__(self, value) -> None: ... + +class MaxContains(ArrayConstraint): + value: int + def __init__(self, value) -> None: ... + +class ObjectConstraint(Constraint): ... + +class MaxProperties(ObjectConstraint): + value: int + def __init__(self, value) -> None: ... + +class MinProperties(ObjectConstraint): + value: int + def __init__(self, value) -> None: ... + +class DependentRequired(ObjectConstraint): + value: Dict[str, Set[str]] + def __init__(self, value) -> None: ... diff --git a/third-party-stubs/mashumaro/jsonschema/builder.pyi b/third-party-stubs/mashumaro/jsonschema/builder.pyi new file mode 100644 index 00000000000..98bbc860298 --- /dev/null +++ b/third-party-stubs/mashumaro/jsonschema/builder.pyi @@ -0,0 +1,31 @@ +from _typeshed import Incomplete +from mashumaro.jsonschema.dialects import JSONSchemaDialect +from mashumaro.jsonschema.models import Context, JSONSchema +from mashumaro.mixins.json import DataClassJSONMixin +from typing import Any, Dict, List, Optional, Type + +def build_json_schema( + instance_type: Type, + context: Optional[Context] = ..., + with_definitions: bool = ..., + all_refs: Optional[bool] = ..., + with_dialect_uri: bool = ..., + dialect: Optional[JSONSchemaDialect] = ..., + ref_prefix: Optional[str] = ..., +) -> JSONSchema: ... + +class JSONSchemaDefinitions(DataClassJSONMixin): + definitions: Dict[str, JSONSchema] + def __post_serialize__(self, d: Dict[Any, Any]) -> List[Dict[str, Any]]: ... # type: ignore + def __init__(self, definitions) -> None: ... + +class JSONSchemaBuilder: + context: Incomplete + def __init__( + self, + dialect: JSONSchemaDialect = ..., + all_refs: Optional[bool] = ..., + ref_prefix: Optional[str] = ..., + ) -> None: ... + def build(self, instance_type: Type) -> JSONSchema: ... + def get_definitions(self) -> JSONSchemaDefinitions: ... diff --git a/third-party-stubs/mashumaro/jsonschema/dialects.pyi b/third-party-stubs/mashumaro/jsonschema/dialects.pyi new file mode 100644 index 00000000000..88af0707fa0 --- /dev/null +++ b/third-party-stubs/mashumaro/jsonschema/dialects.pyi @@ -0,0 +1,22 @@ +from _typeshed import Incomplete + +class JSONSchemaDialect: + uri: str + definitions_root_pointer: str + all_refs: bool + def __init__(self, uri, definitions_root_pointer, all_refs) -> None: ... + +class JSONSchemaDraft202012Dialect(JSONSchemaDialect): + uri: str + definitions_root_pointer: str + all_refs: bool + def __init__(self, uri, definitions_root_pointer, all_refs) -> None: ... + +class OpenAPISchema31Dialect(JSONSchemaDialect): + uri: str + definitions_root_pointer: str + all_refs: bool + def __init__(self, uri, definitions_root_pointer, all_refs) -> None: ... + +DRAFT_2020_12: Incomplete +OPEN_API_3_1: Incomplete diff --git a/third-party-stubs/mashumaro/jsonschema/models.pyi b/third-party-stubs/mashumaro/jsonschema/models.pyi new file mode 100644 index 00000000000..b67db67b20b --- /dev/null +++ b/third-party-stubs/mashumaro/jsonschema/models.pyi @@ -0,0 +1,243 @@ +from _typeshed import Incomplete +from enum import Enum +from mashumaro.config import BaseConfig as BaseConfig +from mashumaro.helper import pass_through as pass_through +from mashumaro.jsonschema.dialects import ( + DRAFT_2020_12 as DRAFT_2020_12, + JSONSchemaDialect as JSONSchemaDialect, +) +from mashumaro.mixins.json import DataClassJSONMixin as DataClassJSONMixin +from typing import Any, Dict, List, Optional, Set, Union +from typing_extensions import TypeAlias + +Number: TypeAlias = Union[int, float] +Null = object() + +class JSONSchemaInstanceType(Enum): + NULL: str + BOOLEAN: str + OBJECT: str + ARRAY: str + NUMBER: str + STRING: str + INTEGER: str + +class JSONSchemaInstanceFormat(Enum): ... + +class JSONSchemaStringFormat(JSONSchemaInstanceFormat): + DATETIME: str + DATE: str + TIME: str + DURATION: str + EMAIL: str + IDN_EMAIL: str + HOSTNAME: str + IDN_HOSTNAME: str + IPV4ADDRESS: str + IPV6ADDRESS: str + URI: str + URI_REFERENCE: str + IRI: str + IRI_REFERENCE: str + UUID: str + URI_TEMPLATE: str + JSON_POINTER: str + RELATIVE_JSON_POINTER: str + REGEX: str + +class JSONSchemaInstanceFormatExtension(JSONSchemaInstanceFormat): + TIMEDELTA: str + TIME_ZONE: str + IPV4NETWORK: str + IPV6NETWORK: str + IPV4INTERFACE: str + IPV6INTERFACE: str + DECIMAL: str + FRACTION: str + BASE64: str + PATH: str + +DATETIME_FORMATS: Incomplete +IPADDRESS_FORMATS: Incomplete + +class JSONSchema(DataClassJSONMixin): + schema: Optional[str] + type: Optional[JSONSchemaInstanceType] + enum: Optional[List[Any]] + const: Optional[Any] + format: Optional[ + Union[JSONSchemaInstanceFormat, JSONSchemaStringFormat, JSONSchemaInstanceFormatExtension] + ] + title: Optional[str] + description: Optional[str] + anyOf: Optional[List["JSONSchema"]] + reference: Optional[str] + definitions: Optional[Dict[str, "JSONSchema"]] + default: Optional[Any] + deprecated: Optional[bool] + examples: Optional[List[Any]] + properties: Optional[Dict[str, "JSONSchema"]] + patternProperties: Optional[Dict[str, "JSONSchema"]] + additionalProperties: Union["JSONSchema", bool, None] + propertyNames: Optional["JSONSchema"] + prefixItems: Optional[List["JSONSchema"]] + items: Optional["JSONSchema"] + contains: Optional["JSONSchema"] + multipleOf: Optional[Number] + maximum: Optional[Number] + exclusiveMaximum: Optional[Number] + minimum: Optional[Number] + exclusiveMinimum: Optional[Number] + maxLength: Optional[int] + minLength: Optional[int] + pattern: Optional[str] + maxItems: Optional[int] + minItems: Optional[int] + uniqueItems: Optional[bool] + maxContains: Optional[int] + minContains: Optional[int] + maxProperties: Optional[int] + minProperties: Optional[int] + required: Optional[List[str]] + dependentRequired: Optional[Dict[str, Set[str]]] + + class Config(BaseConfig): + omit_none: bool + serialize_by_alias: bool + aliases: Incomplete + serialization_strategy: Incomplete + def __pre_serialize__(self) -> JSONSchema: ... + def __post_serialize__(self, d: Dict[Any, Any]) -> Dict[Any, Any]: ... + def __init__( + self, + schema, + type, + enum, + const, + format, + title, + description, + anyOf, + reference, + definitions, + default, + deprecated, + examples, + properties, + patternProperties, + additionalProperties, + propertyNames, + prefixItems, + items, + contains, + multipleOf, + maximum, + exclusiveMaximum, + minimum, + exclusiveMinimum, + maxLength, + minLength, + pattern, + maxItems, + minItems, + uniqueItems, + maxContains, + minContains, + maxProperties, + minProperties, + required, + dependentRequired, + ) -> None: ... + +class JSONObjectSchema(JSONSchema): + type: JSONSchemaInstanceType + def __init__( + self, + schema, + type, + enum, + const, + format, + title, + description, + anyOf, + reference, + definitions, + default, + deprecated, + examples, + properties, + patternProperties, + additionalProperties, + propertyNames, + prefixItems, + items, + contains, + multipleOf, + maximum, + exclusiveMaximum, + minimum, + exclusiveMinimum, + maxLength, + minLength, + pattern, + maxItems, + minItems, + uniqueItems, + maxContains, + minContains, + maxProperties, + minProperties, + required, + dependentRequired, + ) -> None: ... + +class JSONArraySchema(JSONSchema): + type: JSONSchemaInstanceType + def __init__( + self, + schema, + type, + enum, + const, + format, + title, + description, + anyOf, + reference, + definitions, + default, + deprecated, + examples, + properties, + patternProperties, + additionalProperties, + propertyNames, + prefixItems, + items, + contains, + multipleOf, + maximum, + exclusiveMaximum, + minimum, + exclusiveMinimum, + maxLength, + minLength, + pattern, + maxItems, + minItems, + uniqueItems, + maxContains, + minContains, + maxProperties, + minProperties, + required, + dependentRequired, + ) -> None: ... + +class Context: + dialect: JSONSchemaDialect + definitions: Dict[str, JSONSchema] + all_refs: Optional[bool] + ref_prefix: Optional[str] + def __init__(self, dialect, definitions, all_refs, ref_prefix) -> None: ... diff --git a/third-party-stubs/mashumaro/jsonschema/schema.pyi b/third-party-stubs/mashumaro/jsonschema/schema.pyi new file mode 100644 index 00000000000..e3cd1b5cd19 --- /dev/null +++ b/third-party-stubs/mashumaro/jsonschema/schema.pyi @@ -0,0 +1,72 @@ +from mashumaro.config import BaseConfig +from mashumaro.jsonschema.annotations import Annotation +from mashumaro.jsonschema.models import Context, JSONSchema +from typing import Any, Callable, Iterable, List, Mapping, Optional, Tuple, Type, Union + +class Instance: + type: Type + name: Optional[str] + origin_type: Type + annotations: List[Annotation] + @property + def metadata(self) -> Mapping[str, Any]: ... + @property + def alias(self) -> Optional[str]: ... + @property + def holder_class(self) -> Optional[Type]: ... + def copy(self, **changes: Any) -> Instance: ... + def __post_init__(self) -> None: ... + def update_type(self, new_type: Type) -> None: ... + def fields(self) -> Iterable[Tuple[str, Type, bool, Any]]: ... + def get_overridden_serialization_method(self) -> Optional[Union[Callable, str]]: ... + def get_config(self) -> Type[BaseConfig]: ... + def __init__(self, type, name, __builder) -> None: ... + +class InstanceSchemaCreatorRegistry: + def register(self, func: InstanceSchemaCreator) -> InstanceSchemaCreator: ... + def iter(self) -> Iterable[InstanceSchemaCreator]: ... + def __init__(self, _registry) -> None: ... + +class EmptyJSONSchema(JSONSchema): + def __init__( + self, + schema, + type, + enum, + const, + format, + title, + description, + anyOf, + reference, + definitions, + default, + deprecated, + examples, + properties, + patternProperties, + additionalProperties, + propertyNames, + prefixItems, + items, + contains, + multipleOf, + maximum, + exclusiveMaximum, + minimum, + exclusiveMinimum, + maxLength, + minLength, + pattern, + maxItems, + minItems, + uniqueItems, + maxContains, + minContains, + maxProperties, + minProperties, + required, + dependentRequired, + ) -> None: ... + +def get_schema(instance: Instance, ctx: Context, with_dialect_uri: bool = ...) -> JSONSchema: ... diff --git a/third-party-stubs/mashumaro/mixins/dict.pyi b/third-party-stubs/mashumaro/mixins/dict.pyi index fb904b0e97c..877283960a9 100644 --- a/third-party-stubs/mashumaro/mixins/dict.pyi +++ b/third-party-stubs/mashumaro/mixins/dict.pyi @@ -4,9 +4,9 @@ T = TypeVar("T", bound="DataClassDictMixin") class DataClassDictMixin: def __init_subclass__(cls: Type[T], **kwargs: Any) -> None: ... - def to_dict(self, omit_none: bool = True, validate: bool = False) -> dict: ... + def to_dict(self, **kwargs: Any) -> dict: ... @classmethod - def from_dict(cls, d: Mapping, validate=True) -> Any: ... + def from_dict(cls, d: Mapping, **kwargs: Any) -> Any: ... @classmethod def __pre_deserialize__(cls: Type[T], d: Dict[Any, Any]) -> Dict[Any, Any]: ... @classmethod diff --git a/third-party-stubs/mashumaro/mixins/json.pyi b/third-party-stubs/mashumaro/mixins/json.pyi index 14066559f31..267c277e258 100644 --- a/third-party-stubs/mashumaro/mixins/json.pyi +++ b/third-party-stubs/mashumaro/mixins/json.pyi @@ -1,6 +1,5 @@ from mashumaro.mixins.dict import DataClassDictMixin as DataClassDictMixin -from typing import Any, Dict, Type, TypeVar, Union -from typing_extensions import Protocol as Protocol +from typing import Any, Callable, Dict, TypeVar, Union, Type EncodedData = Union[str, bytes, bytearray] T = TypeVar("T", bound="DataClassJSONMixin") diff --git a/third-party-stubs/mashumaro/mixins/msgpack.pyi b/third-party-stubs/mashumaro/mixins/msgpack.pyi index b75b35488a5..d1467bf4a79 100644 --- a/third-party-stubs/mashumaro/mixins/msgpack.pyi +++ b/third-party-stubs/mashumaro/mixins/msgpack.pyi @@ -1,17 +1,16 @@ -from mashumaro.dialects.msgpack import MessagePackDialect as MessagePackDialect +from _typeshed import Incomplete +from mashumaro.dialect import Dialect as Dialect +from mashumaro.helper import pass_through as pass_through from mashumaro.mixins.dict import DataClassDictMixin as DataClassDictMixin -from typing import Any, Dict, Type, TypeVar -from typing_extensions import Protocol as Protocol +from typing import Any, Callable, Dict, TypeVar, Type -EncodedData = bytes T = TypeVar("T", bound="DataClassMessagePackMixin") -DEFAULT_DICT_PARAMS: Any - -class Encoder: - def __call__(self, o: Any, **kwargs: Any) -> EncodedData: ... +EncodedData = bytes +Encoder = Callable[[Any], EncodedData] +Decoder = Callable[[EncodedData], Dict[Any, Any]] -class Decoder: - def __call__(self, packed: EncodedData, **kwargs: Any) -> Dict[Any, Any]: ... +class MessagePackDialect(Dialect): + serialization_strategy: Incomplete def default_encoder(data: Any) -> EncodedData: ... def default_decoder(data: EncodedData) -> Dict[Any, Any]: ... diff --git a/third-party-stubs/mashumaro/mixins/orjson.pyi b/third-party-stubs/mashumaro/mixins/orjson.pyi new file mode 100644 index 00000000000..d56f063e52b --- /dev/null +++ b/third-party-stubs/mashumaro/mixins/orjson.pyi @@ -0,0 +1,23 @@ +from mashumaro.dialect import Dialect as Dialect +from mashumaro.mixins.dict import DataClassDictMixin as DataClassDictMixin +from typing import Any, Callable, Dict, TypeVar, Union + +T = TypeVar("T", bound="DataClassORJSONMixin") +EncodedData = Union[str, bytes, bytearray] +Encoder = Callable[[Any], EncodedData] +Decoder = Callable[[EncodedData], Dict[Any, Any]] + +class OrjsonDialect(Dialect): + serialization_strategy: Any + +class DataClassORJSONMixin(DataClassDictMixin): + def to_jsonb( + self, encoder: Encoder = ..., *, orjson_options: int = ..., **to_dict_kwargs: Any + ) -> bytes: ... + def to_json( + self, encoder: Encoder = ..., *, orjson_options: int = ..., **to_dict_kwargs: Any + ) -> bytes: ... + @classmethod + def from_json( + cls, data: EncodedData, decoder: Decoder = ..., **from_dict_kwargs: Any + ) -> T: ... diff --git a/third-party-stubs/mashumaro/mixins/toml.pyi b/third-party-stubs/mashumaro/mixins/toml.pyi new file mode 100644 index 00000000000..bb56adee966 --- /dev/null +++ b/third-party-stubs/mashumaro/mixins/toml.pyi @@ -0,0 +1,21 @@ +from _typeshed import Incomplete +from mashumaro.dialect import Dialect as Dialect +from mashumaro.helper import pass_through as pass_through +from mashumaro.mixins.dict import DataClassDictMixin as DataClassDictMixin +from typing import Any, Callable, Dict, TypeVar + +T = TypeVar("T", bound="DataClassTOMLMixin") +EncodedData = str +Encoder = Callable[[Any], EncodedData] +Decoder = Callable[[EncodedData], Dict[Any, Any]] + +class TOMLDialect(Dialect): + omit_none: bool + serialization_strategy: Incomplete + +class DataClassTOMLMixin(DataClassDictMixin): + def to_toml(self, encoder: Encoder = ..., **to_dict_kwargs: Any) -> EncodedData: ... + @classmethod + def from_toml( + cls, data: EncodedData, decoder: Decoder = ..., **from_dict_kwargs: Any + ) -> T: ... diff --git a/third-party-stubs/mashumaro/mixins/yaml.pyi b/third-party-stubs/mashumaro/mixins/yaml.pyi index 4033741163b..25e3571bbbb 100644 --- a/third-party-stubs/mashumaro/mixins/yaml.pyi +++ b/third-party-stubs/mashumaro/mixins/yaml.pyi @@ -1,18 +1,13 @@ +from _typeshed import Incomplete from mashumaro.mixins.dict import DataClassDictMixin as DataClassDictMixin -from typing import Any, Dict, Type, TypeVar, Union -from typing_extensions import Protocol as Protocol +from typing import Any, Callable, Dict, TypeVar, Union -EncodedData = Union[str, bytes] T = TypeVar("T", bound="DataClassYAMLMixin") - -class Encoder: - def __call__(self, o: Any, **kwargs: Any) -> EncodedData: ... - -class Decoder: - def __call__(self, packed: EncodedData, **kwargs: Any) -> Dict[Any, Any]: ... - -DefaultLoader: Any -DefaultDumper: Any +EncodedData = Union[str, bytes] +Encoder = Callable[[Any], EncodedData] +Decoder = Callable[[EncodedData], Dict[Any, Any]] +DefaultLoader: Incomplete +DefaultDumper: Incomplete def default_encoder(data: Any) -> EncodedData: ... def default_decoder(data: EncodedData) -> Dict[Any, Any]: ... @@ -21,5 +16,5 @@ class DataClassYAMLMixin(DataClassDictMixin): def to_yaml(self, encoder: Encoder = ..., **to_dict_kwargs: Any) -> EncodedData: ... @classmethod def from_yaml( - cls: Type[T], data: EncodedData, decoder: Decoder = ..., **from_dict_kwargs: Any + cls, data: EncodedData, decoder: Decoder = ..., **from_dict_kwargs: Any ) -> T: ... diff --git a/third-party-stubs/mashumaro/types.pyi b/third-party-stubs/mashumaro/types.pyi index ca63363c51c..536c5d2c4c5 100644 --- a/third-party-stubs/mashumaro/types.pyi +++ b/third-party-stubs/mashumaro/types.pyi @@ -1,5 +1,8 @@ import decimal -from typing import Any, Optional +from _typeshed import Incomplete +from mashumaro.core.const import Sentinel +from typing import Any, Optional, Union +from typing_extensions import Literal class SerializableType: ... class GenericSerializableType: ... @@ -9,8 +12,15 @@ class SerializationStrategy: def deserialize(self, value: Any) -> Any: ... class RoundedDecimal(SerializationStrategy): - exp: Any = ... - rounding: Any = ... - def __init__(self, places: Optional[Any] = ..., rounding: Optional[Any] = ...) -> None: ... - def serialize(self, value: Any) -> str: ... - def deserialize(self, value: str) -> Any: ... + exp: Incomplete + rounding: Incomplete + def __init__(self, places: Optional[int] = ..., rounding: Optional[str] = ...) -> None: ... + def serialize(self, value: decimal.Decimal) -> str: ... + def deserialize(self, value: str) -> decimal.Decimal: ... + +class Discriminator: + field: Optional[str] + include_supertypes: bool + include_subtypes: bool + def __post_init__(self) -> None: ... + def __init__(self, field, include_supertypes, include_subtypes) -> None: ... diff --git a/third-party-stubs/msgpack/__init__.pyi b/third-party-stubs/msgpack/__init__.pyi new file mode 100644 index 00000000000..7f85cda9020 --- /dev/null +++ b/third-party-stubs/msgpack/__init__.pyi @@ -0,0 +1,99 @@ +from __future__ import annotations +from typing import Any, Callable, Dict, List, Optional, Tuple +from msgpack.exceptions import ( + BufferFull, + ExtraData, + FormatError, + OutOfData, + PackException, + PackOverflowError, + PackValueError, + StackError, + UnpackException, + UnpackValueError, +) +from typing_extensions import Protocol +from msgpack.fallback import Packer, Unpacker, unpackb +from msgpack import exceptions +from msgpack.ext import ExtType +from msgpack import ext + +class _Stream(Protocol): + def read(self) -> bytes: ... + +class _FileLike(Protocol): + def read(self, n: int) -> bytes: ... + +def pack( + o: Any, + stream: _Stream, + default: Optional[Callable[[Any], Any]] = ..., + use_single_float: bool = ..., + autoreset: bool = ..., + use_bin_type: bool = ..., + strict_types: bool = ..., + datetime: bool = ..., + unicode_errors: Optional[str] = ..., +) -> None: ... +def packb( + o: Any, + default: Optional[Callable[[Any], Any]] = ..., + use_single_float: bool = ..., + autoreset: bool = ..., + use_bin_type: bool = ..., + strict_types: bool = ..., + datetime: bool = ..., + unicode_errors: Optional[str] = ..., +) -> bytes: ... +def unpack( + stream: _Stream, + file_like: Optional[_FileLike] = ..., + read_size: int = ..., + use_list: bool = ..., + raw: bool = ..., + timestamp: int = ..., + strict_map_key: bool = ..., + object_hook: Optional[Callable[[Dict[Any, Any]], Any]] = ..., + object_pairs_hook: Optional[Callable[[List[Tuple[Any, Any]]], Any]] = ..., + list_hook: Optional[Callable[[List[Any]], Any]] = ..., + unicode_errors: Optional[str] = ..., + max_buffer_size: int = ..., + ext_hook: Callable[[int, bytes], Any] = ..., + max_str_len: int = ..., + max_bin_len: int = ..., + max_array_len: int = ..., + max_map_len: int = ..., + max_ext_len: int = ..., +) -> Any: ... + +load = unpack +loads = unpackb + +dump = pack +dumps = packb + +__all__ = [ + "BufferFull", + "ExtType", + "ExtraData", + "FormatError", + "OutOfData", + "PackException", + "PackOverflowError", + "PackValueError", + "Packer", + "StackError", + "UnpackException", + "UnpackValueError", + "Unpacker", + "dump", + "dumps", + "exceptions", + "ext", + "load", + "loads", + "pack", + "packb", + "unpack", + "unpackb", +] diff --git a/third-party-stubs/msgpack/_version.pyi b/third-party-stubs/msgpack/_version.pyi new file mode 100644 index 00000000000..52211a76a7a --- /dev/null +++ b/third-party-stubs/msgpack/_version.pyi @@ -0,0 +1,3 @@ +from typing import Tuple + +version: Tuple[int, int, int] diff --git a/third-party-stubs/msgpack/exceptions.pyi b/third-party-stubs/msgpack/exceptions.pyi new file mode 100644 index 00000000000..ac5befd3c2a --- /dev/null +++ b/third-party-stubs/msgpack/exceptions.pyi @@ -0,0 +1,16 @@ +from typing import Any + +class UnpackException(Exception): ... +class BufferFull(UnpackException): ... +class OutOfData(UnpackException): ... +class FormatError(ValueError, UnpackException): ... +class StackError(ValueError, UnpackException): ... + +UnpackValueError = ValueError + +class ExtraData(UnpackValueError): + def __init__(self, unpacked: Any, exta: Any) -> None: ... + +PackException = Exception +PackValueError = ValueError +PackOverflowError = OverflowError diff --git a/third-party-stubs/msgpack/ext.pyi b/third-party-stubs/msgpack/ext.pyi new file mode 100644 index 00000000000..54e2903c179 --- /dev/null +++ b/third-party-stubs/msgpack/ext.pyi @@ -0,0 +1,28 @@ +from __future__ import annotations +from typing import NamedTuple +import datetime + +class _ExtType(NamedTuple): + code: int + data: bytes + +class ExtType(_ExtType): ... + +class TimeStamp: + def __init__(self, seconds: int, nanoseconds: int = ...) -> None: ... + def __eq__(self, o: object) -> bool: ... + def __ne__(self, o: object) -> bool: ... + @staticmethod + def from_bytes(b: bytes) -> TimeStamp: ... + @staticmethod + def to_bytes(self) -> bytes: ... + @staticmethod + def from_unix(self, unix_sec: float) -> TimeStamp: ... + def to_unix(self) -> float: ... + @staticmethod + def from_unix_nano(unix_ns: int) -> TimeStamp: ... + @staticmethod + def to_unix_nano(self) -> int: ... + def to_datetime(self) -> datetime.datetime: ... + @staticmethod + def from_datetime(dt: datetime.datetime) -> TimeStamp: ... diff --git a/third-party-stubs/msgpack/fallback.pyi b/third-party-stubs/msgpack/fallback.pyi new file mode 100644 index 00000000000..35ef24b598f --- /dev/null +++ b/third-party-stubs/msgpack/fallback.pyi @@ -0,0 +1,78 @@ +from __future__ import annotations +from typing import Any, Callable, Dict, List, Optional, Tuple + +from typing_extensions import Protocol + +class _FileLike(Protocol): + def read(self, n: int) -> bytes: ... + +def unpackb( + packed: bytes, + file_like: Optional[_FileLike] = ..., + read_size: int = ..., + use_list: bool = ..., + raw: bool = ..., + timestamp: int = ..., + strict_map_key: bool = ..., + object_hook: Optional[Callable[[Dict[Any, Any]], Any]] = ..., + object_pairs_hook: Optional[Callable[[List[Tuple[Any, Any]]], Any]] = ..., + unicode_errors: Optional[str] = ..., + max_buffer_size: int = ..., + ext_hook: Callable[[int, bytes], Any] = ..., + max_str_len: int = ..., + max_bin_len: int = ..., + max_array_len: int = ..., + max_map_len: int = ..., + max_ext_len: int = ..., +) -> Any: ... + +class Unpacker: + def __init__( + self, + file_like: Optional[_FileLike] = ..., + read_size: int = ..., + use_list: bool = ..., + raw: bool = ..., + timestamp: int = ..., + strict_map_key: bool = ..., + object_hook: Optional[Callable[[Dict[Any, Any]], Any]] = ..., + object_pairs_hook: Optional[Callable[[List[Tuple[Any, Any]]], Any]] = ..., + unicode_errors: Optional[str] = ..., + max_buffer_size: int = ..., + ext_hook: Callable[[int, bytes], Any] = ..., + max_str_len: int = ..., + max_bin_len: int = ..., + max_array_len: int = ..., + max_map_len: int = ..., + max_ext_len: int = ..., + ): ... + def feed(self, next_bytes: bytes) -> None: ... + def read_bytes(self, n: int) -> bytearray: ... + def __iter__(self) -> Unpacker: ... + def __next__(self) -> Any: ... + def next(self) -> Any: ... + def skip(self) -> None: ... + def unpack(self) -> Any: ... + def read_array_header(self) -> Any: ... + def read_map_header(self) -> Any: ... + def tell(self) -> int: ... + +class Packer: + def __init__( + self, + default: Optional[Callable[[Any], Any]] = ..., + use_single_float: bool = ..., + autoreset: bool = ..., + use_bin_type: bool = ..., + strict_types: bool = ..., + datetime: bool = ..., + unicode_errors: Optional[str] = ..., + ): ... + def pack(self, obj: Any) -> bytes: ... + def pack_map_pairs(self, pairs: Any) -> bytes: ... + def pack_array_header(self, n: int) -> bytes: ... + def pack_map_header(self, n: int) -> bytes: ... + def pack_ext_type(self, typecode: int, data: bytes) -> None: ... + def bytes(self) -> bytes: ... + def reset(self) -> None: ... + def getbuffer(self) -> memoryview: ... diff --git a/third-party-stubs/sqlparse/sql.pyi b/third-party-stubs/sqlparse/sql.pyi index d4700ea71f0..09ea56990f8 100644 --- a/third-party-stubs/sqlparse/sql.pyi +++ b/third-party-stubs/sqlparse/sql.pyi @@ -3,6 +3,7 @@ from typing import Tuple, Iterable class Token: def __init__(self, ttype, value): ... is_keyword: bool + is_whitespace: bool normalized: str class TokenList(Token): diff --git a/tox.ini b/tox.ini index e0f96bf3eda..fc84668d20c 100644 --- a/tox.ini +++ b/tox.ini @@ -2,7 +2,7 @@ skipsdist = True envlist = unit,integration -[testenv:{unit,py37,py38,py39,py310,py311,py}] +[testenv:{unit,py38,py39,py310,py311,py}] description = unit testing download = true skip_install = true @@ -10,13 +10,12 @@ passenv = DBT_* PYTEST_ADDOPTS commands = - {envpython} -m pytest --cov=core {posargs} test/unit - {envpython} -m pytest --cov=core {posargs} tests/unit + {envpython} -m pytest --cov=core --cov-report=xml {posargs} tests/unit deps = -rdev-requirements.txt -reditable-requirements.txt -[testenv:{integration,py37-integration,py38-integration,py39-integration,py310-integration,py311-integration,py-integration}] +[testenv:{integration,py38-integration,py39-integration,py310-integration,py311-integration,py-integration}] description = functional testing download = true skip_install = true @@ -24,9 +23,15 @@ passenv = DBT_* POSTGRES_TEST_* PYTEST_ADDOPTS + DD_CIVISIBILITY_AGENTLESS_ENABLED + DD_API_KEY + DD_SITE + DD_ENV + DD_SERVICE commands = - {envpython} -m pytest --cov=core {posargs} tests/functional - {envpython} -m pytest --cov=core {posargs} tests/adapter + {envpython} -m pytest --cov=core --cov-append --cov-report=xml {posargs} tests/functional -k "not tests/functional/graph_selection" + {envpython} -m pytest --cov=core --cov-append --cov-report=xml {posargs} tests/functional/graph_selection + {envpython} -m pytest --cov=core --cov-append --cov-report=xml {posargs} tests/adapter deps = -rdev-requirements.txt