Provide the user with more options for setting the to_bigquery config #1661

codyjlin · 2021-06-22T21:54:18Z

Signed-off-by: Cody Lin [email protected]

What this PR does / why we need it:
This PR gives the user more freedom to set configuration options for the to_bigquery call (on a BigQueryRetrievalJob following a get_historical_features call). For example, the user can specify a destination project.dataset.tableName, an expiration timestamp for the table, and also an option for replace/overwrite vs fail if already exists.

Which issue(s) this PR fixes:
Fixes #1654

Does this PR introduce a user-facing change?:

* User should supply to_bigquery() with a bigquery.QueryJobConfig.
* User can also call to_sql() to get/modify the SQL directly (i.e. to set expiration_timestamp)

References

google.cloud.bigquery.job.QueryJobConfig
This PR builds on the design in Add to_bigquery() function to BigQueryRetrievalJob #1634 when to_bigquery() was first added

Signed-off-by: Cody Lin <[email protected]>

feast-ci-bot · 2021-06-22T21:54:26Z

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codecov-commenter · 2021-06-22T21:56:13Z

Codecov Report

Merging #1661 (e6faf27) into master (e5bea11) will decrease coverage by 11.34%.
The diff coverage is 33.33%.

@@             Coverage Diff             @@
##           master    #1661       +/-   ##
===========================================
- Coverage   83.46%   72.12%   -11.35%     
===========================================
  Files          71       71               
  Lines        6267     6224       -43     
===========================================
- Hits         5231     4489      -742     
- Misses       1036     1735      +699

Flag	Coverage Δ
integrationtests	`?`
unittests	`72.12% <33.33%> (-0.59%)`	⬇️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files	Coverage Δ
sdk/python/tests/test_historical_retrieval.py	`56.84% <ø> (-42.16%)`	⬇️
sdk/python/feast/infra/offline_stores/bigquery.py	`31.37% <33.33%> (-55.23%)`	⬇️
sdk/python/tests/test_online_retrieval.py	`17.39% <0.00%> (-82.61%)`	⬇️
sdk/python/tests/online_read_write_test.py	`20.00% <0.00%> (-80.00%)`	⬇️
sdk/python/tests/test_cli_gcp.py	`31.70% <0.00%> (-68.30%)`	⬇️
sdk/python/feast/infra/online_stores/redis.py	`30.35% <0.00%> (-61.61%)`	⬇️
sdk/python/tests/test_cli_redis.py	`40.74% <0.00%> (-59.26%)`	⬇️
sdk/python/tests/test_cli_local.py	`50.00% <0.00%> (-50.00%)`	⬇️
sdk/python/tests/test_partial_apply.py	`50.00% <0.00%> (-50.00%)`	⬇️
sdk/python/feast/infra/online_stores/datastore.py	`31.93% <0.00%> (-48.74%)`	⬇️
... and 27 more

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codyjlin · 2021-06-22T21:55:45Z

sdk/python/tests/test_historical_retrieval.py

@@ -454,13 +459,26 @@ def test_historical_features_from_bigquery_sources(
        actual_bq_temp_table = bigquery.Client().get_table(bq_temp_table_path)
        assert actual_bq_temp_table.table_id == bq_temp_table_path.split(".")[-1]

+        # Config to overwrite an existing table should succeed
+        job_config = bigquery.QueryJobConfig(
+            destination=path, write_disposition="WRITE_TRUNCATE"


Note: write_disposition has the string options listed in the docs here.

Same as comment above, and we don't need to test for individual settings in QueryJobConfig. We can assume they work

sdk/python/feast/infra/offline_stores/bigquery.py

mavysavydav · 2021-06-23T20:49:58Z

sdk/python/tests/test_historical_retrieval.py

@@ -439,12 +440,16 @@ def test_historical_features_from_bigquery_sources(
        )

        # Just a dry run, should not create table
-        bq_dry_run = job_from_sql.to_bigquery(dry_run=True)
+        job_config = bigquery.QueryJobConfig(dry_run=True)


let's not write tests for these for the time being. It won't be worth the work and protection when tests are about to undergo refactoring. Also this is within a test that'll run 6 times due to its parametrizations

I also think these kind of small changes don't need test cases generally

Signed-off-by: Cody Lin <[email protected]>

woop · 2021-06-24T05:55:40Z

sdk/python/feast/infra/offline_stores/bigquery.py

+    def to_sql(self):
+        return self.query
+
+    def to_bigquery(self, job_config=None) -> Optional[str]:


Can you please add a type here and a docstring?

Signed-off-by: Cody Lin <[email protected]>

sdk/python/feast/infra/offline_stores/bigquery.py

Co-authored-by: Willem Pienaar <[email protected]> Signed-off-by: Cody Lin <[email protected]>

feast-ci-bot · 2021-06-28T18:00:26Z

[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: codyjlin, woop

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woop · 2021-06-28T18:00:30Z

/lgtm

woop · 2021-06-28T18:00:51Z

/kind feature

…feast-dev#1661) * Provide more options for to_bigquery config Signed-off-by: Cody Lin <[email protected]> * Fix default job_config when none; remove excessive testing Signed-off-by: Cody Lin <[email protected]> * Add param type and docstring Signed-off-by: Cody Lin <[email protected]> * add docstrings and typing Signed-off-by: Cody Lin <[email protected]> * Apply docstring suggestions from code review Co-authored-by: Willem Pienaar <[email protected]> Signed-off-by: Cody Lin <[email protected]> Co-authored-by: Willem Pienaar <[email protected]> Signed-off-by: Mwad22 <[email protected]>

@tsotnet

…on to include feature view name in feature naming. (#1641) * test Signed-off-by: David Y Liu <[email protected]> Signed-off-by: Mwad22 <[email protected]> * refactored existing tests to test full_feature_names feature on data retreival, added new tests also. Signed-off-by: Mwad22 <[email protected]> * removed full_feature_names usage from quickstart and README to have more simple examples. Resolved failing tests. Signed-off-by: Mwad22 <[email protected]> * Update CHANGELOG for Feast v0.10.8 Signed-off-by: Mwad22 <[email protected]> * GitBook: [master] 2 pages modified Signed-off-by: Mwad22 <[email protected]> * Schema Inferencing should happen at apply time (#1646) * wip1 Signed-off-by: David Y Liu <[email protected]> * just need to do clean up Signed-off-by: David Y Liu <[email protected]> * linted Signed-off-by: David Y Liu <[email protected]> * improve test coverage Signed-off-by: David Y Liu <[email protected]> * changed placement of inference methods in repo_operation apply_total Signed-off-by: David Y Liu <[email protected]> * updated inference method name + changed to void return since it updates in place Signed-off-by: David Y Liu <[email protected]> * fixed integration test and added comments Signed-off-by: David Y Liu <[email protected]> * Made DataSource event_timestamp_column optional Signed-off-by: David Y Liu <[email protected]> Signed-off-by: Mwad22 <[email protected]> * GitBook: [master] 80 pages modified Signed-off-by: Mwad22 <[email protected]> * GitBook: [master] 80 pages modified Signed-off-by: Mwad22 <[email protected]> * Provide descriptive error on invalid table reference (#1627) * Initial commit to catch nonexistent table Signed-off-by: Cody Lin <[email protected]> Signed-off-by: Cody Lin <[email protected]> * simplify nonexistent BQ table test Signed-off-by: Cody Lin <[email protected]> * clean up table_exists exception Signed-off-by: Cody Lin <[email protected]> * remove unneeded variable Signed-off-by: Cody Lin <[email protected]> * function name change to _assert_table_exists Signed-off-by: Cody Lin <[email protected]> * Initial commit to catch nonexistent table Signed-off-by: Cody Lin <[email protected]> Signed-off-by: Cody Lin <[email protected]> * simplify nonexistent BQ table test Signed-off-by: Cody Lin <[email protected]> * clean up table_exists exception Signed-off-by: Cody Lin <[email protected]> * function name change to _assert_table_exists Signed-off-by: Cody Lin <[email protected]> * fix lint errors and rebase Signed-off-by: Cody Lin <[email protected]> * Fix get_table(None) error Signed-off-by: Cody Lin <[email protected]> * custom exception for both missing file and BQ source Signed-off-by: Cody Lin <[email protected]> * revert FileSource checks Signed-off-by: Cody Lin <[email protected]> * Use DataSourceNotFoundException instead of subclassing Signed-off-by: Cody Lin <[email protected]> * Moved assert_table_exists out of the BQ constructor to apply_total Signed-off-by: Cody Lin <[email protected]> * rename test and test asset Signed-off-by: Cody Lin <[email protected]> * move validate logic back to data_source Signed-off-by: Cody Lin <[email protected]> * fixed tests Signed-off-by: Cody Lin <[email protected]> * Set pytest.integration for tests that access BQ Signed-off-by: Cody Lin <[email protected]> * Import pytest in failed test files Signed-off-by: Cody Lin <[email protected]> Signed-off-by: Mwad22 <[email protected]> * Refactor OnlineStoreConfig classes into owning modules (#1649) * Refactor OnlineStoreConfig classes into owning modules Signed-off-by: Achal Shah <[email protected]> * make format Signed-off-by: Achal Shah <[email protected]> * Move redis too Signed-off-by: Achal Shah <[email protected]> * update test_telemetery Signed-off-by: Achal Shah <[email protected]> * add a create_repo_config method that should be called instead of RepoConfig ctor directly Signed-off-by: Achal Shah <[email protected]> * fix the table reference in repo_operations Signed-off-by: Achal Shah <[email protected]> * reuse create_repo_config Signed-off-by: Achal Shah <[email protected]> Remove redis provider reference * CR comments Signed-off-by: Achal Shah <[email protected]> * Remove create_repo_config in favor of __init__ Signed-off-by: Achal Shah <[email protected]> * make format Signed-off-by: Achal Shah <[email protected]> * Remove print statement Signed-off-by: Achal Shah <[email protected]> Signed-off-by: Mwad22 <[email protected]> * Possibility to specify a project for BigQuery queries (#1656) Signed-off-by: Matt Delacour <[email protected]> Co-authored-by: Achal Shah <[email protected]> Signed-off-by: Mwad22 <[email protected]> * Refactor OfflineStoreConfig classes into their owning modules (#1657) * Refactor OfflineStoreConfig classes into their owning modules Signed-off-by: Achal Shah <[email protected]> * Fix error string Signed-off-by: Achal Shah <[email protected]> * Generic error class Signed-off-by: Achal Shah <[email protected]> * Merge conflicts Signed-off-by: Achal Shah <[email protected]> * make the store type work, and add a test that uses the fully qualified name of the OnlineStore Signed-off-by: Achal Shah <[email protected]> * Address comments from previous PR Signed-off-by: Achal Shah <[email protected]> * CR updates Signed-off-by: Achal Shah <[email protected]> Signed-off-by: Mwad22 <[email protected]> * Run python unit tests in parallel (#1652) Signed-off-by: Achal Shah <[email protected]> Signed-off-by: Mwad22 <[email protected]> * Rename telemetry to usage (#1660) * Rename telemetry to usage Signed-off-by: Tsotne Tabidze <[email protected]> * Update docs Signed-off-by: Tsotne Tabidze <[email protected]> * Update .prow and infra Signed-off-by: Tsotne Tabidze <[email protected]> * Rename file Signed-off-by: Tsotne Tabidze <[email protected]> * Change url Signed-off-by: Tsotne Tabidze <[email protected]> * Re-add telemetry.md for backwards-compatibility Signed-off-by: Tsotne Tabidze <[email protected]> Signed-off-by: Mwad22 <[email protected]> * resolved final comments on PR (variable renaming, refactor tests) Signed-off-by: Mwad22 <[email protected]> * reformatted after merge conflict Signed-off-by: Mwad22 <[email protected]> * Update CHANGELOG for Feast v0.11.0 Signed-off-by: Willem Pienaar <[email protected]> Signed-off-by: Mwad22 <[email protected]> * Update charts README (#1659) Adding feast jupyter link to it. + Fix the helm 'feast-serving' name in aws/azure terraform. Signed-off-by: szalai1 <[email protected]> Signed-off-by: Mwad22 <[email protected]> * Added Redis to list of online stores for local provider in providers reference doc. (#1668) Signed-off-by: Nel Swanepoel <[email protected]> Signed-off-by: Mwad22 <[email protected]> * Grouped inferencing statements together in apply methods for easier readability (#1667) * grouped inferencing statements together Signed-off-by: David Y Liu <[email protected]> * update in testing Signed-off-by: David Y Liu <[email protected]> Signed-off-by: Mwad22 <[email protected]> * Add RedshiftDataSource (#1669) * Add RedshiftDataSource Signed-off-by: Tsotne Tabidze <[email protected]> * Call parent __init__ first Signed-off-by: Tsotne Tabidze <[email protected]> Signed-off-by: Mwad22 <[email protected]> * Provide the user with more options for setting the to_bigquery config (#1661) * Provide more options for to_bigquery config Signed-off-by: Cody Lin <[email protected]> * Fix default job_config when none; remove excessive testing Signed-off-by: Cody Lin <[email protected]> * Add param type and docstring Signed-off-by: Cody Lin <[email protected]> * add docstrings and typing Signed-off-by: Cody Lin <[email protected]> * Apply docstring suggestions from code review Co-authored-by: Willem Pienaar <[email protected]> Signed-off-by: Cody Lin <[email protected]> Co-authored-by: Willem Pienaar <[email protected]> Signed-off-by: Mwad22 <[email protected]> * Add streaming sources to the FeatureView API (#1664) * Add a streaming source to the FeatureView API This diff only updates the API. It is currently up to the providers to actually use this information to spin up resources to consume events from the stream sources. Signed-off-by: Achal Shah <[email protected]> * remove stuff from rebase Signed-off-by: Achal Shah <[email protected]> * make format Signed-off-by: Achal Shah <[email protected]> * Update protos Signed-off-by: Achal Shah <[email protected]> * lint Signed-off-by: Achal Shah <[email protected]> * format Signed-off-by: Achal Shah <[email protected]> * CR Signed-off-by: Achal Shah <[email protected]> * fix test Signed-off-by: Achal Shah <[email protected]> * lint Signed-off-by: Achal Shah <[email protected]> Signed-off-by: Mwad22 <[email protected]> * Add to_table() to RetrievalJob object (#1663) * Add notion of OfflineJob Signed-off-by: Matt Delacour <[email protected]> * Use RetrievalJob instead of creating a new OfflineJob object Signed-off-by: Matt Delacour <[email protected]> * Add to_table() in integration tests Signed-off-by: Matt Delacour <[email protected]> Co-authored-by: Tsotne Tabidze <[email protected]> Signed-off-by: Mwad22 <[email protected]> * Rename to_table to to_arrow (#1671) Signed-off-by: Matt Delacour <[email protected]> Signed-off-by: Mwad22 <[email protected]> * Cancel BigQuery job if timeout hits (#1672) * Cancel BigQuery job if timedout hits Signed-off-by: Matt Delacour <[email protected]> * Fix typo Signed-off-by: Matt Delacour <[email protected]> Signed-off-by: Mwad22 <[email protected]> * Fix Feature References example (#1674) Fix Feature References example by passing `entity_rows` to `get_online_features()` Signed-off-by: Mwad22 <[email protected]> * Allow strings for online/offline store instead of dicts (#1673) Signed-off-by: Achal Shah <[email protected]> Signed-off-by: Mwad22 <[email protected]> * Remove default list from the FeatureView constructor (#1679) Signed-off-by: Achal Shah <[email protected]> Signed-off-by: Mwad22 <[email protected]> * made changes requested by @tsotnet Signed-off-by: Mwad22 <[email protected]> * Fix unit tests that got broken by Pandas 1.3.0 release (#1683) Signed-off-by: Tsotne Tabidze <[email protected]> Signed-off-by: Mwad22 <[email protected]> * Add support for DynamoDB and S3 registry (#1483) * Add support for DynamoDB and S3 registry Signed-off-by: lblokhin <[email protected]> * rcu and wcu as a parameter of dynamodb online store Signed-off-by: lblokhin <[email protected]> * fix linter Signed-off-by: lblokhin <[email protected]> * aws dependency to extras Signed-off-by: lblokhin <[email protected]> * FEAST_S3_ENDPOINT_URL Signed-off-by: lblokhin <[email protected]> * tests Signed-off-by: lblokhin <[email protected]> * fix signature, after merge Signed-off-by: lblokhin <[email protected]> * aws default region name configurable Signed-off-by: lblokhin <[email protected]> * add offlinestore config type to test Signed-off-by: lblokhin <[email protected]> * review changes Signed-off-by: lblokhin <[email protected]> * review requested changes Signed-off-by: lblokhin <[email protected]> * integration test for Dynamo Signed-off-by: lblokhin <[email protected]> * change the rest of table_name to table_instance (where table_name is actually an instance of DynamoDB Table object) Signed-off-by: lblokhin <[email protected]> * fix DynamoDBOnlineStore commit Signed-off-by: lblokhin <[email protected]> * move client to _initialize_dynamodb Signed-off-by: lblokhin <[email protected]> * rename document_id to entity_id and Row to entity_id Signed-off-by: lblokhin <[email protected]> * The default value is None Signed-off-by: lblokhin <[email protected]> * Remove Datastore from the docstring. Signed-off-by: lblokhin <[email protected]> * get rid of the return call from S3RegistryStore Signed-off-by: lblokhin <[email protected]> * merge two exceptions Signed-off-by: lblokhin <[email protected]> * For ci requirement Signed-off-by: lblokhin <[email protected]> * remove configuration from test Signed-off-by: lblokhin <[email protected]> * feast-integration-tests for tests Signed-off-by: lblokhin <[email protected]> * change test path Signed-off-by: lblokhin <[email protected]> * add fixture feature_store_with_s3_registry to test Signed-off-by: lblokhin <[email protected]> * region required Signed-off-by: lblokhin <[email protected]> * Address the rest of the comments Signed-off-by: Tsotne Tabidze <[email protected]> * Update to_table to to_arrow Signed-off-by: Tsotne Tabidze <[email protected]> Co-authored-by: Tsotne Tabidze <[email protected]> Signed-off-by: Mwad22 <[email protected]> * Parallelize integration tests (#1684) * Parallelize integration tests Signed-off-by: Tsotne Tabidze <[email protected]> * Update the usage flag Signed-off-by: Tsotne Tabidze <[email protected]> Signed-off-by: Mwad22 <[email protected]> * BQ exception should be raised first before we check the timedout (#1675) Signed-off-by: Matt Delacour <[email protected]> Signed-off-by: Mwad22 <[email protected]> * Update sdk/python/feast/infra/provider.py Co-authored-by: Willem Pienaar <[email protected]> Signed-off-by: Mwad22 <[email protected]> * Update sdk/python/feast/feature_store.py Co-authored-by: Willem Pienaar <[email protected]> Signed-off-by: Mwad22 <[email protected]> * made error logic/messages more descriptive Signed-off-by: Mwad22 <[email protected]> * made error logic/messages more descriptive. Signed-off-by: Mwad22 <[email protected]> * Simplified error messages Signed-off-by: Mwad22 <[email protected]> * ran formatter, issue in errors.py Signed-off-by: Mwad22 <[email protected]> * python linter issues resolved Signed-off-by: Mwad22 <[email protected]> * removed unnecessary default assignment in get_historical_features. default now set only in feature_store.py Signed-off-by: Mwad22 <[email protected]> * added error message assertion for feature name collisions, and other nitpick changes Signed-off-by: Mwad22 <[email protected]> Co-authored-by: David Y Liu <[email protected]> Co-authored-by: Tsotne Tabidze <[email protected]> Co-authored-by: Achal Shah <[email protected]> Co-authored-by: David Y Liu <[email protected]> Co-authored-by: Willem Pienaar <[email protected]> Co-authored-by: codyjlin <[email protected]> Co-authored-by: Matt Delacour <[email protected]> Co-authored-by: Willem Pienaar <[email protected]> Co-authored-by: Peter Szalai <[email protected]> Co-authored-by: Nel Swanepoel <[email protected]> Co-authored-by: Willem Pienaar <[email protected]> Co-authored-by: Greg Kuhlmann <[email protected]> Co-authored-by: Leonid <[email protected]>

Provide more options for to_bigquery config

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Fix default job_config when none; remove excessive testing

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Add param type and docstring

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add docstrings and typing

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Fix dry_run bug that was making to_bigquery hang indefinitely #1706

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Provide the user with more options for setting the to_bigquery config #1661

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Provide the user with more options for setting the to_bigquery config #1661

Provide the user with more options for setting the to_bigquery config #1661

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