Model watchtower becomes Model control plane #1868
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* Discord alerter integration (#1818) * discord component integration * corrected library name and added necessary import * reformattes * fixed some issues * Format * added test cases and fixed a annotation issue in discord_alerter.py * modified logic to explicitly check for none embed object * doc changes * Apply suggestions from code review * Minor improvements to integration test * Docs: add more details on where to find the required parameters * Handle closed asyncio loops --------- Co-authored-by: Alex Strick van Linschoten <[email protected]> Co-authored-by: Felix Altenberger <[email protected]> * Update Neptune dependency: `neptune-client` > `neptune` (#1837) * Update Neptune dependency: neptune-client > neptune * 'Fix' typing * Fix flaky label studio unit tests * disable codeql on develop pushes (#1842) * Template not updating due to git diff misuse (#1844) * fix CI for templates * debug run * revert changes * Auto-update of E2E template * trigger ci * revert ci --------- Co-authored-by: GitHub Actions <[email protected]> * Bump feast version to fix api docs generation (#1845) * CI Fixes / Improvements (#1848) * Move e2e template test into update action and remove starter template test * Fix flaky ZenStore test * Pin evidently since newest version breaks Docker runs * Fix OOM issue by disabling SkyPilot test * fixing template failures * Revert "fixing template failures" This reverts commit 280e117. --------- Co-authored-by: Andrei Vishniakov <[email protected]> * Fix MLflow registry methods with empty metadata (#1843) * Fix MLflow registry methods with empty metadata * Auto-update of E2E template * add new template release * Auto-update of E2E template --------- Co-authored-by: Andrei Vishniakov <[email protected]> Co-authored-by: GitHub Actions <[email protected]> * Use configured template REF in CI (#1851) * use ref from config for template * suppress log output in getting env * hardcode template ref * add helper text * revert debug changes * aligh template ref * Fix template REF in CI (#1852) * debug * update branch naming * rename release * Auto-update of E2E template * remove debug comments --------- Co-authored-by: GitHub Actions <[email protected]> * Fix AWS service connector installation requirements (#1850) Co-authored-by: Alex Strick van Linschoten <[email protected]> * [Docs] Improvements to custom flavor and custom orchestrator pages (#1747) * Added link to end-to-end custom orchestrator guide * Finished doc for custom flavor * Added reference on top of each doc page * Update docs/book/stacks-and-components/component-guide/writing-custom-components.md Co-authored-by: Alex Strick van Linschoten <[email protected]> * Update docs/book/stacks-and-components/component-guide/writing-custom-components.md Co-authored-by: Alex Strick van Linschoten <[email protected]> * Update docs/book/stacks-and-components/component-guide/writing-custom-components.md Co-authored-by: Alex Strick van Linschoten <[email protected]> * Applied code changes * Added title * Added some minor modificatiosn for cloud docs * Apply suggestions from code review Co-authored-by: Barış Can Durak <[email protected]> * Apply suggestions from code review Co-authored-by: Barış Can Durak <[email protected]> * Apply review suggestions and add line breaks * Merge and redesign the two custom flavor docs pages * Adjust links * Adjust to review suggestion * Apply suggestions from code review Co-authored-by: Alex Strick van Linschoten <[email protected]> * Move custom component docs to stacks-and-components/custom-solutions * Apply suggestions from code review Co-authored-by: Barış Can Durak <[email protected]> --------- Co-authored-by: Alex Strick van Linschoten <[email protected]> Co-authored-by: Barış Can Durak <[email protected]> Co-authored-by: Felix Altenberger <[email protected]> * Optimizing the performance through database changes (#1835) * removed unused imports * mixed typos * removed the pipeline and step run relationship * formatted and removed pipeline run relationship * removed run relationship * adding references * add versions to the deployment model * removed num_steps * cleaning * orchestrators adjusted * added run and step run back * changed the model conversion * major updates to deployment, pipeline run and step run schemas and their model conversion * added new version fields * more changes to the models * removing unneccessary queries and hydration * typo * removing user hydration from various schemas * adding back the filtering * formatting * fixing filter models * getting rid of warnings * alembic migration * formatting and linting * fixing tests * fixing tests * fixed the num steps * moving imports * changing the request model * fixing the migration issues * optimizing fetching the producer id * fixed the cascase delete in schema relationships * formatting * fixing the artifact schema * fixed the num step problem * removed old migration script * new migration script * Update src/zenml/config/compiler.py Co-authored-by: Alex Strick van Linschoten <[email protected]> * formatting * fixing request model in integration tests * adding pipeline id back in * missing cascade delete * test switched to clean workspace * excluded runs from crud tests as deployments do not exist yet * using clean workspaces * fixed attribute * removed duplicated test * proper cleaning for runs and artifacts after context --------- Co-authored-by: Alex Strick van Linschoten <[email protected]> * Add `README` for `examples` folder (#1860) * draft README file * update with templates info * updated following PR comments * reorder table * Free up disk space in CI (#1863) * remove deepchecks tests from CI * remove pytorch * remove pytorch_lightning * try tensorflow instead of pytorch * formatting * remove TF tests * formatting * try free ubuntu action * refactor * add skypilot back in * install missing pkg and update tests * add missing conditional to yaml * with permissions * remove tool cache as well * Make Terraform Optional Again (#1855) * Make terraform an optional dependency * Mypy: ignore IPython imports * Delete unused zenml.recipes * Delete all unused constants --------- Co-authored-by: Michael Schuster <[email protected]> Co-authored-by: Alex Strick van Linschoten <[email protected]> * rename watchtower (#1868) * Corrected 'zenml pipelines list' command (#1872) * Fix CI by freeing up space on runner (#1866) * try more free space removal * fix interpolation * fix again * remove docker image deletion completely * codeql runs less frequently * remove TF installation * add terraform & disable integration tests for ubuntu 3.11 * revert indentation * Allow for `user` param to be specified (successfully) in `DockerSettings` (#1857) * fix user bug * update test * Update src/zenml/utils/pipeline_docker_image_builder.py * Update tests/unit/utils/test_pipeline_docker_image_builder.py Co-authored-by: Felix Altenberger <[email protected]> --------- Co-authored-by: Felix Altenberger <[email protected]> * Add `get_pipeline_context` (#1870) * add `get_pipeline_context` * add docs * format example better * more meaningful example * update example * fix example --------- Co-authored-by: Alex Strick van Linschoten <[email protected]> * require the json content of the file instead of the path (#1874) * External authenticator support, authorized devices and web login (#1814) * Auth changes for external authenticator support * consolidated ZenML Server configuration in its own class * moved JWT token authentication related logic to its own class * add support for more JWT token claims (issuer, audience) * add support for JWKS (public key criptography) secret keys * add support in client (REST Store) to automatically re-authenticate when a temporary JWT token expires * add support to store JWT access tokens in HTTP-only cookies with configurable domain and cookie name for increased security (TBD UI needs to be updated to not store tokens) Breaking changes: * renamed env variable ZENML_AUTH_TYPE to ZENML_SERVER_AUTH_SCHEME * renamed env variable ZENML_JWT_SECRET_KEY to ZENML_SERVER_JWT_SECRET_KEY * Add external authenticator support * Add DB migration * Add logout endpoint and other minor fixes * Minor improvements and DB migration script * Add CORS configuration to ZenML server * Minor fixes * Fixed linter errors * Fix darglint and security errors * Code review feedback and other minor improvements * Update src/zenml/zen_server/routers/auth_endpoints.py Co-authored-by: Alexej Penner <[email protected]> * Fix linter * Add support for web login and authorized devices * Add client and CLI support for authorized devices. * Add external server ID and remove default user and stack if external authenticator is used * Add all properties to authorized devices * Add IP address location * Fix ipinfo version * Fix linter * Fixed device authorization flow * Updated docs to suggest web login instead of username/pass login * Fix linter * Add API token endpoint and use it to issue workload tokens * Fix linter * Fix docstring errors * Fix alembic migration fork * Use configured max_failed_device_auth_attempts instead of default value * Switch to logger * Fix typo * Allow configuration of pipeline api token expiration * Analytics changes * Use external user email as unique username * Add missing identify event * Remove unused import * Add missing constant --------- Co-authored-by: Alexej Penner <[email protected]> Co-authored-by: Michael Schuster <[email protected]> * Add missing prefix to constant * Connect to Service-connector at component registration (#1858) * add connect attribute to stack component register command to connect service connector * apply suggested reviews * fixed upgrade script (#1877) * [Model Control Plane] early release (#1816) * Implementation of Model table (#1802) * [Model Watch Tower] Adding ModelVersion and ModelVersionLink entities (#1811) * big bang commit * typo * Apply suggestions from code review Co-authored-by: Felix Altenberger <[email protected]> * add Alembic * lint * mypy * darglint * wip * add endpoints * add ModelStages * wip * work with client * handle tags * fix integrations * move list around * update db schema * wip * lint * sync with model branch * wip * refactor * add stage transition * add update interface * add model version links * lint * fix crud tests * fix alembic branching * patch azure * lint * use zenml StrEnum * fix param name * fix tests in docker * fix tests for mysql * rename artifact ids variables * reorder methods * add direct getters * lint * split links into 2 tables * lint * pr comments --------- Co-authored-by: Felix Altenberger <[email protected]> * [Model Watch Tower] Implement `zenml.log_artifact_metadata()` (#1813) * Delete dead code * Implement zenml.log_artifact_metadata() * Improve error handling and add tests * Remove 'description' arg of log_artifact_metadata() and fix docstring * Fix test name * Remove TODOs * Rewrite create_run_metadata() to make batch API requests * Adjust unit tests * Fix flaky test_is_secret_reference * Fix integration tests * [Model Watch Tower] Add ModelConfig (#1817) * big bang commit * typo * Apply suggestions from code review Co-authored-by: Felix Altenberger <[email protected]> * add Alembic * lint * mypy * darglint * wip * wip * wip * wip * add endpoints * add ModelStages * wip * work with client * handle tags * fix integrations * move list around * update db schema * wip * lint * sync with model branch * wip * refactor * add stage transition * add update interface * add model version links * lint * fix crud tests * fix alembic branching * patch azure * lint * use zenml StrEnum * fix param name * ModelConfig implementation * start testing * fix tests in docker * more tests * fix tests for mysql * rename artifact ids variables * reorder methods * add direct getters * lint * split links into 2 tables * lint * pr comments * lint * remove `ModelStages._members()` * improve wording * Union[str, ModelStages] * simplify `get_model_version` to one endpoint * remove `_get_request_params` * split `_get_or_create_model_version` * ensure `get_or_create_model` is stable * add docstrings * lint * Apply suggestions from code review Co-authored-by: Felix Altenberger <[email protected]> * Apply suggestions from code review Co-authored-by: Felix Altenberger <[email protected]> --------- Co-authored-by: Felix Altenberger <[email protected]> * lint * [Model WatchTower] add ModelConfig to step and pipeline decorators (#1819) * big bang commit * typo * Apply suggestions from code review Co-authored-by: Felix Altenberger <[email protected]> * add Alembic * lint * mypy * darglint * wip * wip * wip * wip * add endpoints * add ModelStages * wip * work with client * handle tags * fix integrations * move list around * update db schema * wip * lint * sync with model branch * wip * refactor * add stage transition * add update interface * add model version links * lint * fix crud tests * fix alembic branching * patch azure * lint * use zenml StrEnum * fix param name * ModelConfig implementation * start testing * fix tests in docker * more tests * fix tests for mysql * rename artifact ids variables * reorder methods * add direct getters * lint * split links into 2 tables * lint * pr comments * add ModelConfig to step deco * Revert "add ModelConfig to step deco" This reverts commit ba9fd6a. * add ModelConfig to step deco * lint * wip * Add model_config to @pipeline and @step * add docstring * cleaning up after merge * move `ModelBaseModel` back to `models` * direct imports * breaking another circular dep * and one more circular dep --------- Co-authored-by: Felix Altenberger <[email protected]> * [Model WatchTower] Add ArtifactConfig (+OSS-2427) & model version management in context (partially) (#1822) * big bang commit * typo * Apply suggestions from code review Co-authored-by: Felix Altenberger <[email protected]> * add Alembic * lint * mypy * darglint * wip * wip * wip * wip * add endpoints * add ModelStages * wip * work with client * handle tags * fix integrations * move list around * update db schema * wip * lint * sync with model branch * wip * refactor * add stage transition * add update interface * add model version links * lint * fix crud tests * fix alembic branching * patch azure * lint * use zenml StrEnum * fix param name * ModelConfig implementation * start testing * fix tests in docker * more tests * fix tests for mysql * rename artifact ids variables * reorder methods * add direct getters * lint * split links into 2 tables * lint * pr comments * add ModelConfig to step deco * Revert "add ModelConfig to step deco" This reverts commit ba9fd6a. * add ModelConfig to step deco * lint * wip * Add model_config to @pipeline and @step * add artifact config and necessary registrations around it * fix bug with `Output` annotation * add docstring * Update src/zenml/new/pipelines/pipeline.py Co-authored-by: Alex Strick van Linschoten <[email protected]> * cleaning up after merge * move `ModelBaseModel` back to `models` * direct imports * breaking another circular dep * clean-up after conflicts resolution * and one more circular dep * and one more circular dep * update tests to include `OutputSignature` * add `link_output_to_model` * stabilize tests * add implicit linkage * more tests * lint * docstrings * test/bug fixes * extend artifact link key to pipe/step/name * lint * fix for 3.8 * fix failing test call signatures * update_forward_refs centrally * Update src/zenml/model/artifact_config.py Co-authored-by: Felix Altenberger <[email protected]> * Update src/zenml/zen_stores/sql_zen_store.py Co-authored-by: Felix Altenberger <[email protected]> * add a warning about not supported feature * add arguments descriptions * improve docstrings a bit * assign_version_to_running internal + docs * rename to link_version * Update src/zenml/new/pipelines/pipeline.py Co-authored-by: Felix Altenberger <[email protected]> * rename arg in test * lint * refactor a bit * address PR comment * remove deleted classes * Update src/zenml/models/model_base_model.py Co-authored-by: Felix Altenberger <[email protected]> * move `ModelStages` to enums * merge `model_stage` and add tests for it * simplify `_link_artifacts_to_model` args * docstrings * docstrings * lint * fix args in tests * fix __mro__ test failure * fix for mlflow test * stabilize test_list_runs_is_ordered * fix pagination in some tests * address PR comments --------- Co-authored-by: Felix Altenberger <[email protected]> Co-authored-by: Alex Strick van Linschoten <[email protected]> * [Model WatchTower] Delete running versions on failed pipelines with `delete_new_version_on_failure ` option (#1825) * big bang commit * typo * Apply suggestions from code review Co-authored-by: Felix Altenberger <[email protected]> * add Alembic * lint * mypy * darglint * wip * wip * wip * wip * add endpoints * add ModelStages * wip * work with client * handle tags * fix integrations * move list around * update db schema * wip * lint * sync with model branch * wip * refactor * add stage transition * add update interface * add model version links * lint * fix crud tests * fix alembic branching * patch azure * lint * use zenml StrEnum * fix param name * ModelConfig implementation * start testing * fix tests in docker * more tests * fix tests for mysql * rename artifact ids variables * reorder methods * add direct getters * lint * split links into 2 tables * lint * pr comments * add ModelConfig to step deco * Revert "add ModelConfig to step deco" This reverts commit ba9fd6a. * add ModelConfig to step deco * lint * wip * Add model_config to @pipeline and @step * add artifact config and necessary registrations around it * fix bug with `Output` annotation * add docstring * delete running versions on fail * add deletion test * don't return running without recovery * remove base_model.py * PR comments * remove merged migration * PR comments * improve model_config warnings * clean up merge mess * bandit is too strict * typos * clean up merge mess * remove not relevant asserts * improve docs * improve docs * rely on deployment in `get_new_version_requests` * stabilize tests in random order * improve docs * stabilize tests --------- Co-authored-by: Felix Altenberger <[email protected]> * Fix OOM issue by disabling SkyPilot test * [Model WatchTower] Extend `ExternalArtifact` (#1839) * big bang commit * typo * Apply suggestions from code review Co-authored-by: Felix Altenberger <[email protected]> * add Alembic * lint * mypy * darglint * wip * wip * wip * wip * add endpoints * add ModelStages * wip * work with client * handle tags * fix integrations * move list around * update db schema * wip * lint * sync with model branch * wip * refactor * add stage transition * add update interface * add model version links * lint * fix crud tests * fix alembic branching * patch azure * lint * use zenml StrEnum * fix param name * ModelConfig implementation * start testing * fix tests in docker * more tests * fix tests for mysql * rename artifact ids variables * reorder methods * add direct getters * lint * split links into 2 tables * lint * pr comments * add ModelConfig to step deco * Revert "add ModelConfig to step deco" This reverts commit ba9fd6a. * add ModelConfig to step deco * lint * wip * Add model_config to @pipeline and @step * add artifact config and necessary registrations around it * fix bug with `Output` annotation * add docstring * delete running versions on fail * add deletion test * Update src/zenml/new/pipelines/pipeline.py Co-authored-by: Alex Strick van Linschoten <[email protected]> * cleaning up after merge * move `ModelBaseModel` back to `models` * direct imports * breaking another circular dep * clean-up after conflicts resolution * and one more circular dep * and one more circular dep * update tests to include `OutputSignature` * add `link_output_to_model` * stabilize tests * add implicit linkage * more tests * lint * docstrings * test/bug fixes * extend artifact link key to pipe/step/name * lint * fix for 3.8 * fix failing test call signatures * update_forward_refs centrally * Update src/zenml/model/artifact_config.py Co-authored-by: Felix Altenberger <[email protected]> * Update src/zenml/zen_stores/sql_zen_store.py Co-authored-by: Felix Altenberger <[email protected]> * add a warning about not supported feature * add arguments descriptions * improve docstrings a bit * assign_version_to_running internal + docs * rename to link_version * Update src/zenml/new/pipelines/pipeline.py Co-authored-by: Felix Altenberger <[email protected]> * rename arg in test * lint * refactor a bit * address PR comment * remove deleted classes * Update src/zenml/models/model_base_model.py Co-authored-by: Felix Altenberger <[email protected]> * move `ModelStages` to enums * merge `model_stage` and add tests for it * simplify `_link_artifacts_to_model` args * docstrings * docstrings * lint * fix args in tests * fix __mro__ test failure * fix for mlflow test * stabilize test_list_runs_is_ordered * update .gitignore * fix pagination in some tests * don't return running without recovery * remove base_model.py * PR comments * remove merged migration * PR comments * improve model_config warnings * clean up merge mess * external artifacts for model watchtower * bandit is too strict * typos * clean up merge mess * remove not relevant asserts * improve docs * improve docs * rely on deployment in `get_new_version_requests` * stabilize tests in random order * improve docs * use utils model_killer * clean up merge mess * use Annotated from typing_extensions * one more circular dep case * lint * resolve alembic branching * Apply suggestions from code review Co-authored-by: Felix Altenberger <[email protected]> * get rid of `_testable_upload_if_necessary` * refactor `upload_if_necessary` * `zenml.artifacts.external_artifact.ExternalArtifact` * add tests for getters of MV response * improve docstring * fix before #1835 * lint * remove `_import_client` * fixing issues highlighted by tests * update docstrings * fix year in license * add docstrings * Update src/zenml/models/model_models.py Co-authored-by: Alex Strick van Linschoten <[email protected]> * Update src/zenml/models/model_models.py Co-authored-by: Alex Strick van Linschoten <[email protected]> * Update src/zenml/models/model_models.py Co-authored-by: Alex Strick van Linschoten <[email protected]> * Update src/zenml/models/model_models.py Co-authored-by: Alex Strick van Linschoten <[email protected]> * Update src/zenml/steps/external_artifact.py Co-authored-by: Alex Strick van Linschoten <[email protected]> * Update src/zenml/models/model_models.py Co-authored-by: Alex Strick van Linschoten <[email protected]> * fix docstrings * Move UnmaterializedArtifact to zenml.artifacts * add fix of path in docs * split ExternalArtifact into user class and config for step * update template working branch * restrict pydantic * Revert "restrict pydantic" This reverts commit b94e01f. --------- Co-authored-by: Felix Altenberger <[email protected]> Co-authored-by: Alex Strick van Linschoten <[email protected]> * [Model WatchTower] Extend client (#1849) * extend client for Model WatchTower * resolve alembic branching * aligh template ref * Auto-update of E2E template * [Model WatchTower] link runs to model versions (#1847) * linkage of pipeline runs * add docstring * tricky bug * full linkage on consumption * lint * use client * Auto-update of E2E template * update outdated test * create new version if any step touching it is executed and it was requested elsewhere * refactor `_link_pipeline_run_to_model` * add few more tests --------- Co-authored-by: GitHub Actions <[email protected]> * remove deepchecks tests from CI * remove pytorch * remove pytorch_lightning * try tensorflow instead of pytorch * formatting * remove TF tests * formatting * try free ubuntu action * refactor * add skypilot back in * install missing pkg and update tests * add missing conditional to yaml * with permissions * add template release * [Model Control Plane] parallel running versions support (#1859) * linkage of pipeline runs * add docstring * tricky bug * full linkage on consumption * lint * use client * Auto-update of E2E template * update outdated test * create new version if any step touching it is executed and it was requested elsewhere * refactor `_link_pipeline_run_to_model` * add few more tests * parallel execution of model versions * add version number * improve readability * protect from misuse * extend `ArtifactConfig.model_version` * align model config docstrings * stabilize parallelized test * rework test as subprocess calls * skip subprocess test on windows * after merge mess * update tests flow based on develop * proper handle __latest__ mv in REST * fix get model version endpoint * simplify user-facing interface * fix test annotation --------- Co-authored-by: GitHub Actions <[email protected]> * [Model Control Plane] Add CLI (#1861) * linkage of pipeline runs * add docstring * tricky bug * full linkage on consumption * lint * use client * Auto-update of E2E template * update outdated test * create new version if any step touching it is executed and it was requested elsewhere * refactor `_link_pipeline_run_to_model` * add few more tests * parallel execution of model versions * add version number * improve readability * protect from misuse * extend `ArtifactConfig.model_version` * align model config docstrings * stabilize parallelized test * rename `model.py` * rename * add cli for model watchtower * rework test as subprocess calls * Apply suggestions from code review Co-authored-by: Alex Strick van Linschoten <[email protected]> * reshape tests * rebranding * skip subprocess test on windows * sort init * remove redundant param from `print_pydantic_models` * reduce redundant code * reduce too long line * add model update * after merge mess * lint * update tests flow based on develop * proper handle __latest__ mv in REST * fix get model version endpoint * calm down linter * restore proper name * typing import error * after merge mess --------- Co-authored-by: GitHub Actions <[email protected]> Co-authored-by: Alex Strick van Linschoten <[email protected]> * fallback to previous template * fallback to previous template --------- Co-authored-by: Felix Altenberger <[email protected]> Co-authored-by: Alex Strick van Linschoten <[email protected]> Co-authored-by: GitHub Actions <[email protected]> Co-authored-by: Alex Strick van Linschoten <[email protected]> * Update to templates (#1878) * Extended template capabilities * Github action changed and new templat features added * Docs updated to include more about templates * Github workflow updated * Renaming files is bigger than i thought * Update src/zenml/cli/base.py Co-authored-by: Andrei Vishniakov <[email protected]> * Help * Final changes * More tags * More tags --------- Co-authored-by: Andrei Vishniakov <[email protected]> * Docs for orgs, rbac and sso (#1875) * Orgs, Rbac and SSO * Apply suggestions from code review * Update docs/book/deploying-zenml/zenml-cloud/user-management.md --------- Co-authored-by: Hamza Tahir <[email protected]> * Convert network_config dict to NetworkConfig object in SageMaker orchestrator (#1873) * Convert network_config dict to NetworkConfig object in orchestrator * Slightly better input checking * Remove f-strings (no placeholders) * Fix sort order of NetworkConfig import block * Remove redundant reraise * Reformatting with black * Add TypeError Raises * Remove line --------- Co-authored-by: Alex Strick van Linschoten <[email protected]> Co-authored-by: Hamza Tahir <[email protected]> * add missing docker build options for gcp image builder (#1856) * solve alembic branching --------- Co-authored-by: Priyadutt <[email protected]> Co-authored-by: Alex Strick van Linschoten <[email protected]> Co-authored-by: Felix Altenberger <[email protected]> Co-authored-by: GitHub Actions <[email protected]> Co-authored-by: Stefan Nica <[email protected]> Co-authored-by: Hamza Tahir <[email protected]> Co-authored-by: Barış Can Durak <[email protected]> Co-authored-by: Michael Schuster <[email protected]> Co-authored-by: Vishal Kumar. S <[email protected]> Co-authored-by: Jayesh Sharma <[email protected]> Co-authored-by: Alexej Penner <[email protected]> Co-authored-by: Safoine El Khabich <[email protected]> Co-authored-by: Alex Strick van Linschoten <[email protected]> Co-authored-by: Christian Versloot <[email protected]>
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Updated links + naming where model watchtower was mentioned in the core zenml repository (docs). (Also strapi DB links and naming all updated prior to opening this PR).
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