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feat(ingest/BigQuery): refactor+parallelize dataset metadata extraction #10884

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merged 7 commits into from
Jul 16, 2024

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@mayurinehate mayurinehate commented Jul 10, 2024

Checklist

  • The PR conforms to DataHub's Contributing Guideline (particularly Commit Message Format)
  • Links to related issues (if applicable)
  • Tests for the changes have been added/updated (if applicable)
  • Docs related to the changes have been added/updated (if applicable). If a new feature has been added a Usage Guide has been added for the same.
  • For any breaking change/potential downtime/deprecation/big changes an entry has been made in Updating DataHub

Summary by CodeRabbit

  • New Features

    • Introduced a parallel processing configuration for BigQuery schemas to enhance performance.
    • Added BigQueryTestConnection class for improved connection testing and capability reporting.
  • Improvements

    • Updated BigQuery and Snowflake ingestion modules for better error handling, logging, and API request tracking.
    • Enhanced BigQuery schema generator and metadata extraction processes for efficiency and reliability.
    • Increased default batch processing limits for BigQuery datasets.
  • Bug Fixes

    • Corrected warning and error message structures to provide clearer information.

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coderabbitai bot commented Jul 10, 2024

Walkthrough

The updates include multiple enhancements to the datahub ingestion modules, focusing on improved parallelism, robust error handling, and refined logging in BigQuery and Snowflake integrations. Key changes involve shifting from worker threads to processes, adding environment variables and configuration fields for parallelism, and introducing new classes and methods for better connection testing and schema generation.

Changes

File/Path Change Summary
metadata-ingestion/docs/dev_guides/classification.md Updated max_workers description from threads to processes.
metadata-ingestion/src/datahub/ingestion/glossary/classifier.py Changed max_workers field description to processes in ClassificationConfig.
.../bigquery_v2/bigquery_audit_log_api.py Added counters for API request tracking in BigQuery operations.
.../bigquery_v2/bigquery_config.py Added SCHEMA_PARALLELISM, modified batch processing defaults, and added max_threads_dataset_parallelism.
.../bigquery_v2/bigquery_report.py Added fields to BigQuerySchemaApiPerfReport and BigQueryAuditLogApiPerfReport, and removed usage_error_count.
.../bigquery_v2/bigquery_schema.py Improved retry logic, error logging, and API request tracking; added PerfTimer imports.
.../bigquery_v2/bigquery_schema_gen.py Introduced BigQuerySchemaGenerator class for schema metadata generation.
.../bigquery_v2/bigquery_test_connection.py Added BigQueryTestConnection class for testing BigQuery connections and capabilities.
.../bigquery_v2/lineage.py Refactored error handling, lineage extraction, and logging in lineage generation.
.../bigquery_v2/profiler.py Updated warning message structure in profiling logic.
.../bigquery_v2/usage.py Refactored logging and reporting in usage extraction, event storage, and log parsing.
.../snowflake/snowflake_schema_gen.py Replaced concurrency models with ThreadedIteratorExecutor.
metadata-ingestion/src/datahub/utilities/threaded_iterator_executor.py Introduced ThreadedIteratorExecutor for parallel processing in threads.
.../integration/bigquery_v2/test_bigquery.py Updated imports and patching to use BigQuerySchemaGenerator.
.../unit/test_bigquery_source.py Refactored to use BigQuerySchemaGenerator within BigqueryV2Source.
.../utilities/test_threaded_iterator_executor.py Added tests for ThreadedIteratorExecutor.

Poem

In the code, changes flow,
Threads to processes, we now bestow,
BigQuery and Snowflake gleam in the night,
With parallelism set just right.
Errors caught, logs now clear,
Performance shines, let's all cheer 🎉!


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@github-actions github-actions bot added the ingestion PR or Issue related to the ingestion of metadata label Jul 10, 2024
@mayurinehate mayurinehate marked this pull request as ready for review July 15, 2024 09:50
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Actionable comments posted: 3

Review details

Configuration used: CodeRabbit UI
Review profile: CHILL

Commits

Files that changed from the base of the PR and between ea7d6a9 and 2241d8e.

Files selected for processing (17)
  • metadata-ingestion/docs/dev_guides/classification.md (1 hunks)
  • metadata-ingestion/src/datahub/ingestion/glossary/classifier.py (1 hunks)
  • metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/bigquery.py (12 hunks)
  • metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/bigquery_audit_log_api.py (2 hunks)
  • metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/bigquery_config.py (3 hunks)
  • metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/bigquery_report.py (2 hunks)
  • metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/bigquery_schema.py (11 hunks)
  • metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/bigquery_schema_gen.py (1 hunks)
  • metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/bigquery_test_connection.py (1 hunks)
  • metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/lineage.py (4 hunks)
  • metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/profiler.py (1 hunks)
  • metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/usage.py (8 hunks)
  • metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_schema_gen.py (3 hunks)
  • metadata-ingestion/src/datahub/utilities/threaded_iterator_executor.py (1 hunks)
  • metadata-ingestion/tests/integration/bigquery_v2/test_bigquery.py (2 hunks)
  • metadata-ingestion/tests/unit/test_bigquery_source.py (10 hunks)
  • metadata-ingestion/tests/unit/utilities/test_threaded_iterator_executor.py (1 hunks)
Files not summarized due to errors (1)
  • metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/bigquery.py: Error: Message exceeds token limit
Files skipped from review due to trivial changes (1)
  • metadata-ingestion/src/datahub/ingestion/glossary/classifier.py
Additional context used
Ruff
metadata-ingestion/src/datahub/utilities/threaded_iterator_executor.py

41-44: Use contextlib.suppress(queue.Empty) instead of try-except-pass

Replace with contextlib.suppress(queue.Empty)

(SIM105)

metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/bigquery_schema.py

240-240: Use key in dict instead of key in dict.keys()

Remove .keys()

(SIM118)

metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/bigquery_schema_gen.py

894-900: re.sub should pass count and flags as keyword arguments to avoid confusion due to unintuitive argument positions

(B034)


993-993: Use key in dict instead of key in dict.keys()

Remove .keys()

(SIM118)

Additional comments not posted (40)
metadata-ingestion/tests/unit/utilities/test_threaded_iterator_executor.py (1)

1-14: LGTM!

The test function test_threaded_iterator_executor correctly tests the ThreadedIteratorExecutor class.

metadata-ingestion/tests/integration/bigquery_v2/test_bigquery.py (1)

21-23: LGTM!

The integration test correctly tests the BigQuery ingestion pipeline using the BigQuerySchemaGenerator.

metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/bigquery_audit_log_api.py (1)

69-69: LGTM!

The changes correctly increment the counters for API requests in the methods get_exported_bigquery_audit_metadata and get_bigquery_log_entries_via_gcp_logging.

Also applies to: 119-119

metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/bigquery_report.py (3)

23-40: Approved: Added performance tracking fields

The new fields for tracking API requests and performance metrics in BigQuerySchemaApiPerfReport are consistent with the existing structure and enhance performance tracking capabilities.


45-48: Approved: Added performance tracking fields

The new fields for tracking API requests and performance metrics in BigQueryAuditLogApiPerfReport are consistent with the existing structure and enhance performance tracking capabilities.


Line range hint 230-232: Approved: Added profiling skipped warning message

The updated warning message structure for profiling skipped partitioned tables in BigQueryV2Report is consistent with the existing structure and enhances the reporting capabilities.

metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/bigquery_test_connection.py (1)

1-178: Approved: Added methods for testing BigQuery connections and capabilities

The new methods in BigQueryTestConnection for testing BigQuery connections and capabilities are consistent with the existing structure and enhance the testing capabilities.

metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/profiler.py (1)

230-232: Approved: Added profiling skipped warning message

The updated warning message structure for profiling skipped partitioned tables in BigqueryProfiler is consistent with the existing structure and enhances the profiling capabilities.

metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/bigquery.py (3)

174-182: Approved: Added BigQuerySchemaGenerator initialization

The initialization of BigQuerySchemaGenerator in BigqueryV2Source is consistent with the existing structure and enhances the metadata extraction and processing capabilities.


239-255: Approved: Added logic for extracting work units

The updated logic in get_workunits_internal for extracting work units from BigQuery is consistent with the existing structure and enhances the work unit extraction capabilities.


270-288: Approved: Added logic for querying project list

The updated logic in _query_project_list for querying the list of projects in BigQuery is consistent with the existing structure and enhances the project querying capabilities.

metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/bigquery_config.py (4)

27-27: LGTM!

The introduction of the SCHEMA_PARALLELISM environment variable with a default value of 20 is clear and aligns with the objective of parallel processing.


180-180: LGTM!

The increase in the default value of number_of_datasets_process_in_batch from 500 to 10000 can improve performance by reducing the number of API calls.


185-185: LGTM!

The increase in the default value of number_of_datasets_process_in_batch_if_profiling_enabled from 200 to 1000 can improve performance by reducing the number of API calls while managing the load on the system.


318-322: LGTM!

The addition of the max_threads_dataset_parallelism field with a default value taken from SCHEMA_PARALLELISM aligns with the objective of parallel processing and provides flexibility in configuring the number of worker threads.

metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/bigquery_schema.py (6)

27-27: LGTM!

The import of PerfTimer from datahub.utilities.perf_timer indicates its usage for performance tracking in the methods.


167-185: LGTM!

The addition of performance tracking and retry logic for API requests in the get_projects method improves its robustness and performance tracking.


191-191: LGTM!

The addition of performance tracking for API requests in the get_datasets_for_project_id method improves its performance tracking.


224-229: LGTM!

The addition of performance tracking for API requests in the list_tables method improves its performance tracking.


Line range hint 236-276:
LGTM!

The addition of performance tracking for API requests and error handling in the get_tables_for_dataset method improves its robustness and performance tracking.

Tools
Ruff

240-240: Use key in dict instead of key in dict.keys()

Remove .keys()

(SIM118)


Line range hint 325-353:
LGTM!

The addition of performance tracking for API requests and error handling in the get_views_for_dataset method improves its robustness and performance tracking.

metadata-ingestion/docs/dev_guides/classification.md (1)

13-13: LGTM!

The update to the description of the max_workers field to specify "worker processes" instead of "worker threads" clarifies the type of workers being used and aligns with the changes made in the code.

metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_schema_gen.py (4)

102-102: Import statement for ThreadedIteratorExecutor looks good.

The import is necessary for the parallel processing introduced in the _process_db_schemas method.


320-335: Parallel processing with ThreadedIteratorExecutor looks good.

The use of ThreadedIteratorExecutor for parallel processing in _process_db_schemas is a performance improvement.

Ensure that the _process_schema_worker function is correctly defined and used within ThreadedIteratorExecutor.process.


321-326: Function definition for _process_schema_worker looks good.

The function correctly yields work units from _process_schema.


328-334: Usage of ThreadedIteratorExecutor.process looks good.

The method is correctly used to execute _process_schema_worker in parallel with appropriate arguments.

metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/lineage.py (2)

263-265: LGTM!

The warning message provides clear and useful information about the reason for skipping the lineage extraction.


343-348: LGTM!

The error handling and logging provide useful information about the failure, including the project ID and the exception.

metadata-ingestion/tests/unit/test_bigquery_source.py (6)

35-37: LGTM!

The import statement for BigQuerySchemaGenerator is necessary for the usage of BigQuerySchemaGenerator in the tests.


237-239: LGTM!

The test for get_dataplatform_instance_aspect using BigQuerySchemaGenerator is well-written and covers the necessary assertions.


253-255: LGTM!

The test for the default behavior of get_dataplatform_instance_aspect when no instance is provided is well-written and covers the necessary assertions.


403-405: LGTM!

The test for gen_table_dataset_workunits using BigQuerySchemaGenerator is well-written and covers the necessary assertions.


719-722: LGTM!

The test for get_tables_for_dataset using BigQuerySchemaGenerator is well-written and covers the necessary assertions.


893-895: LGTM!

The test for gen_view_dataset_workunits using BigQuerySchemaGenerator is well-written and covers the necessary assertions.

metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/usage.py (4)

361-363: LGTM!

The added warning message correctly informs about the skipped redundant usage extraction.


413-415: LGTM!

The added call to report_disk_usage ensures disk usage is reported correctly.


479-483: LGTM!

The added warning message correctly logs the context and exception when an event cannot be stored.


902-905: LGTM!

The added warning message correctly logs the context and exception when a log entry cannot be parsed.

metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/bigquery_schema_gen.py (2)

1-5: LGTM!

The added import statements are necessary for the type annotations used in the file.


352-386: LGTM!

The added _process_schema_worker function correctly processes schemas in parallel, improving performance.

)

items_to_get: Dict[str, TableListItem] = {}
for table_item in table_items.keys():
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Use key in dict instead of key in dict.keys().

The key in dict.keys() usage should be replaced with key in dict for better performance and readability.

- for table_item in table_items.keys():
+ for table_item in table_items:
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Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
for table_item in table_items.keys():
for table_item in table_items:
Tools
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993-993: Use key in dict instead of key in dict.keys()

Remove .keys()

(SIM118)

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Actionable comments posted: 0

Review details

Configuration used: CodeRabbit UI
Review profile: CHILL

Commits

Files that changed from the base of the PR and between 2241d8e and 7010f3c.

Files selected for processing (2)
  • metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/bigquery_schema_gen.py (1 hunks)
  • metadata-ingestion/src/datahub/utilities/threaded_iterator_executor.py (1 hunks)
Files skipped from review as they are similar to previous changes (2)
  • metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/bigquery_schema_gen.py
  • metadata-ingestion/src/datahub/utilities/threaded_iterator_executor.py

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Actionable comments posted: 0

Review details

Configuration used: CodeRabbit UI
Review profile: CHILL

Commits

Files that changed from the base of the PR and between 7010f3c and 600f515.

Files selected for processing (1)
  • metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/bigquery_config.py (3 hunks)
Files skipped from review as they are similar to previous changes (1)
  • metadata-ingestion/src/datahub/ingestion/source/bigquery_v2/bigquery_config.py

@hsheth2 hsheth2 changed the title feat(ingest/BigQuery): refractor+parallise dataset metadata extraction feat(ingest/BigQuery): refactor+parallelize dataset metadata extraction Jul 16, 2024
@hsheth2 hsheth2 merged commit ff1c6b8 into datahub-project:master Jul 16, 2024
58 checks passed
aviv-julienjehannet pushed a commit to aviv-julienjehannet/datahub that referenced this pull request Jul 25, 2024
arosanda added a commit to infobip/datahub that referenced this pull request Sep 23, 2024
* feat(forms) Handle deleting forms references when hard deleting forms (datahub-project#10820)

* refactor(ui): Misc improvements to the setup ingestion flow (ingest uplift 1/2)  (datahub-project#10764)

Co-authored-by: John Joyce <john@Johns-MBP.lan>
Co-authored-by: John Joyce <john@ip-192-168-1-200.us-west-2.compute.internal>

* fix(ingestion/airflow-plugin): pipeline tasks discoverable in search (datahub-project#10819)

* feat(ingest/transformer): tags to terms transformer (datahub-project#10758)

Co-authored-by: Aseem Bansal <asmbansal2@gmail.com>

* fix(ingestion/unity-catalog): fixed issue with profiling with GE turned on (datahub-project#10752)

Co-authored-by: Aseem Bansal <asmbansal2@gmail.com>

* feat(forms) Add java SDK for form entity PATCH + CRUD examples (datahub-project#10822)

* feat(SDK) Add java SDK for structuredProperty entity PATCH + CRUD examples (datahub-project#10823)

* feat(SDK) Add StructuredPropertyPatchBuilder in python sdk and provide sample CRUD files (datahub-project#10824)

* feat(forms) Add CRUD endpoints to GraphQL for Form entities (datahub-project#10825)

* add flag for includeSoftDeleted in scroll entities API (datahub-project#10831)

* feat(deprecation) Return actor entity with deprecation aspect (datahub-project#10832)

* feat(structuredProperties) Add CRUD graphql APIs for structured property entities (datahub-project#10826)

* add scroll parameters to openapi v3 spec (datahub-project#10833)

* fix(ingest): correct profile_day_of_week implementation (datahub-project#10818)

* feat(ingest/glue): allow ingestion of empty databases from Glue (datahub-project#10666)

Co-authored-by: Harshal Sheth <hsheth2@gmail.com>

* feat(cli): add more details to get cli (datahub-project#10815)

* fix(ingestion/glue): ensure date formatting works on all platforms for aws glue (datahub-project#10836)

* fix(ingestion): fix datajob patcher (datahub-project#10827)

* fix(smoke-test): add suffix in temp file creation (datahub-project#10841)

* feat(ingest/glue): add helper method to permit user or group ownership (datahub-project#10784)

* feat(): Show data platform instances in policy modal if they are set on the policy (datahub-project#10645)

Co-authored-by: Hendrik Richert <hendrik.richert@swisscom.com>

* docs(patch): add patch documentation for how implementation works (datahub-project#10010)

Co-authored-by: John Joyce <john@acryl.io>

* fix(jar): add missing custom-plugin-jar task (datahub-project#10847)

* fix(): also check exceptions/stack trace when filtering log messages (datahub-project#10391)

Co-authored-by: John Joyce <john@acryl.io>

* docs(): Update posts.md (datahub-project#9893)

Co-authored-by: Hyejin Yoon <0327jane@gmail.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>

* chore(ingest): update acryl-datahub-classify version (datahub-project#10844)

* refactor(ingest): Refactor structured logging to support infos, warnings, and failures structured reporting to UI (datahub-project#10828)

Co-authored-by: John Joyce <john@Johns-MBP.lan>
Co-authored-by: Harshal Sheth <hsheth2@gmail.com>

* fix(restli): log aspect-not-found as a warning rather than as an error (datahub-project#10834)

* fix(ingest/nifi): remove duplicate upstream jobs (datahub-project#10849)

* fix(smoke-test): test access to create/revoke personal access tokens (datahub-project#10848)

* fix(smoke-test): missing test for move domain (datahub-project#10837)

* ci: update usernames to not considered for community (datahub-project#10851)

* env: change defaults for data contract visibility (datahub-project#10854)

* fix(ingest/tableau): quote special characters in external URL (datahub-project#10842)

* fix(smoke-test): fix flakiness of auto complete test

* ci(ingest): pin dask dependency for feast (datahub-project#10865)

* fix(ingestion/lookml): liquid template resolution and view-to-view cll (datahub-project#10542)

* feat(ingest/audit): add client id and version in system metadata props (datahub-project#10829)

* chore(ingest): Mypy 1.10.1 pin (datahub-project#10867)

* docs: use acryl-datahub-actions as expected python package to install (datahub-project#10852)

* docs: add new js snippet (datahub-project#10846)

* refactor(ingestion): remove company domain for security reason (datahub-project#10839)

* fix(ingestion/spark): Platform instance and column level lineage fix (datahub-project#10843)

Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>

* feat(ingestion/tableau): optionally ingest multiple sites and create site containers (datahub-project#10498)

Co-authored-by: Yanik Häni <Yanik.Haeni1@swisscom.com>

* fix(ingestion/looker): Add sqlglot dependency and remove unused sqlparser (datahub-project#10874)

* fix(manage-tokens): fix manage access token policy (datahub-project#10853)

* Batch get entity endpoints (datahub-project#10880)

* feat(system): support conditional write semantics (datahub-project#10868)

* fix(build): upgrade vercel builds to Node 20.x (datahub-project#10890)

* feat(ingest/lookml): shallow clone repos (datahub-project#10888)

* fix(ingest/looker): add missing dependency (datahub-project#10876)

* fix(ingest): only populate audit stamps where accurate (datahub-project#10604)

* fix(ingest/dbt): always encode tag urns (datahub-project#10799)

* fix(ingest/redshift): handle multiline alter table commands (datahub-project#10727)

* fix(ingestion/looker): column name missing in explore (datahub-project#10892)

* fix(lineage) Fix lineage source/dest filtering with explored per hop limit (datahub-project#10879)

* feat(conditional-writes): misc updates and fixes (datahub-project#10901)

* feat(ci): update outdated action (datahub-project#10899)

* feat(rest-emitter): adding async flag to rest emitter (datahub-project#10902)

Co-authored-by: Gabe Lyons <gabe.lyons@acryl.io>

* feat(ingest): add snowflake-queries source (datahub-project#10835)

* fix(ingest): improve `auto_materialize_referenced_tags_terms` error handling (datahub-project#10906)

* docs: add new company to adoption list (datahub-project#10909)

* refactor(redshift): Improve redshift error handling with new structured reporting system (datahub-project#10870)

Co-authored-by: John Joyce <john@Johns-MBP.lan>
Co-authored-by: Harshal Sheth <hsheth2@gmail.com>

* feat(ui) Finalize support for all entity types on forms (datahub-project#10915)

* Index ExecutionRequestResults status field (datahub-project#10811)

* feat(ingest): grafana connector (datahub-project#10891)

Co-authored-by: Shirshanka Das <shirshanka@apache.org>
Co-authored-by: Harshal Sheth <hsheth2@gmail.com>

* fix(gms) Add Form entity type to EntityTypeMapper (datahub-project#10916)

* feat(dataset): add support for external url in Dataset (datahub-project#10877)

* docs(saas-overview) added missing features to observe section (datahub-project#10913)

Co-authored-by: John Joyce <john@acryl.io>

* fix(ingest/spark): Fixing Micrometer warning (datahub-project#10882)

* fix(structured properties): allow application of structured properties without schema file (datahub-project#10918)

* fix(data-contracts-web) handle other schedule types (datahub-project#10919)

* fix(ingestion/tableau): human-readable message for PERMISSIONS_MODE_SWITCHED error (datahub-project#10866)

Co-authored-by: Harshal Sheth <hsheth2@gmail.com>

* Add feature flag for view defintions (datahub-project#10914)

Co-authored-by: Ethan Cartwright <ethan.cartwright@acryl.io>

* feat(ingest/BigQuery): refactor+parallelize dataset metadata extraction (datahub-project#10884)

* fix(airflow): add error handling around render_template() (datahub-project#10907)

* feat(ingestion/sqlglot): add optional `default_dialect` parameter to sqlglot lineage (datahub-project#10830)

* feat(mcp-mutator): new mcp mutator plugin (datahub-project#10904)

* fix(ingest/bigquery): changes helper function to decode unicode scape sequences (datahub-project#10845)

* feat(ingest/postgres): fetch table sizes for profile (datahub-project#10864)

* feat(ingest/abs): Adding azure blob storage ingestion source (datahub-project#10813)

* fix(ingest/redshift): reduce severity of SQL parsing issues (datahub-project#10924)

* fix(build): fix lint fix web react (datahub-project#10896)

* fix(ingest/bigquery): handle quota exceeded for project.list requests (datahub-project#10912)

* feat(ingest): report extractor failures more loudly (datahub-project#10908)

* feat(ingest/snowflake): integrate snowflake-queries into main source (datahub-project#10905)

* fix(ingest): fix docs build (datahub-project#10926)

* fix(ingest/snowflake): fix test connection (datahub-project#10927)

* fix(ingest/lookml): add view load failures to cache (datahub-project#10923)

* docs(slack) overhauled setup instructions and screenshots (datahub-project#10922)

Co-authored-by: John Joyce <john@acryl.io>

* fix(airflow): Add comma parsing of owners to DataJobs (datahub-project#10903)

* fix(entityservice): fix merging sideeffects (datahub-project#10937)

* feat(ingest): Support System Ingestion Sources, Show and hide system ingestion sources with Command-S (datahub-project#10938)

Co-authored-by: John Joyce <john@Johns-MBP.lan>

* chore() Set a default lineage filtering end time on backend when a start time is present (datahub-project#10925)

Co-authored-by: John Joyce <john@ip-192-168-1-200.us-west-2.compute.internal>
Co-authored-by: John Joyce <john@Johns-MBP.lan>

* Added relationships APIs to V3. Added these generic APIs to V3 swagger doc. (datahub-project#10939)

* docs: add learning center to docs (datahub-project#10921)

* doc: Update hubspot form id (datahub-project#10943)

* chore(airflow): add python 3.11 w/ Airflow 2.9 to CI (datahub-project#10941)

* fix(ingest/Glue): column upstream lineage between S3 and Glue (datahub-project#10895)

* fix(ingest/abs): split abs utils into multiple files (datahub-project#10945)

* doc(ingest/looker): fix doc for sql parsing documentation (datahub-project#10883)

Co-authored-by: Harshal Sheth <hsheth2@gmail.com>

* fix(ingest/bigquery): Adding missing BigQuery types (datahub-project#10950)

* fix(ingest/setup): feast and abs source setup (datahub-project#10951)

* fix(connections) Harden adding /gms to connections in backend (datahub-project#10942)

* feat(siblings) Add flag to prevent combining siblings in the UI (datahub-project#10952)

* fix(docs): make graphql doc gen more automated (datahub-project#10953)

* feat(ingest/athena): Add option for Athena partitioned profiling (datahub-project#10723)

* fix(spark-lineage): default timeout for future responses (datahub-project#10947)

* feat(datajob/flow): add environment filter using info aspects (datahub-project#10814)

* fix(ui/ingest): correct privilege used to show tab (datahub-project#10483)

Co-authored-by: Kunal-kankriya <127090035+Kunal-kankriya@users.noreply.github.com>

* feat(ingest/looker): include dashboard urns in browse v2 (datahub-project#10955)

* add a structured type to batchGet in OpenAPI V3 spec (datahub-project#10956)

* fix(ui): scroll on the domain sidebar to show all domains (datahub-project#10966)

* fix(ingest/sagemaker): resolve incorrect variable assignment for SageMaker API call (datahub-project#10965)

* fix(airflow/build): Pinning mypy (datahub-project#10972)

* Fixed a bug where the OpenAPI V3 spec was incorrect. The bug was introduced in datahub-project#10939. (datahub-project#10974)

* fix(ingest/test): Fix for mssql integration tests (datahub-project#10978)

* fix(entity-service) exist check correctly extracts status (datahub-project#10973)

* fix(structuredProps) casing bug in StructuredPropertiesValidator (datahub-project#10982)

* bugfix: use anyOf instead of allOf when creating references in openapi v3 spec (datahub-project#10986)

* fix(ui): Remove ant less imports (datahub-project#10988)

* feat(ingest/graph): Add get_results_by_filter to DataHubGraph (datahub-project#10987)

* feat(ingest/cli): init does not actually support environment variables (datahub-project#10989)

* fix(ingest/graph): Update get_results_by_filter graphql query (datahub-project#10991)

* feat(ingest/spark): Promote beta plugin (datahub-project#10881)

Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>

* feat(ingest): support domains in meta -> "datahub" section (datahub-project#10967)

* feat(ingest): add `check server-config` command (datahub-project#10990)

* feat(cli): Make consistent use of DataHubGraphClientConfig (datahub-project#10466)

Deprecates get_url_and_token() in favor of a more complete option: load_graph_config() that returns a full DatahubClientConfig.
This change was then propagated across previous usages of get_url_and_token so that connections to DataHub server from the client respect the full breadth of configuration specified by DatahubClientConfig.

I.e: You can now specify disable_ssl_verification: true in your ~/.datahubenv file so that all cli functions to the server work when ssl certification is disabled.

Fixes datahub-project#9705

* fix(ingest/s3): Fixing container creation when there is no folder in path (datahub-project#10993)

* fix(ingest/looker): support platform instance for dashboards & charts (datahub-project#10771)

* feat(ingest/bigquery): improve handling of information schema in sql parser (datahub-project#10985)

* feat(ingest): improve `ingest deploy` command (datahub-project#10944)

* fix(backend): allow excluding soft-deleted entities in relationship-queries; exclude soft-deleted members of groups (datahub-project#10920)

- allow excluding soft-deleted entities in relationship-queries
- exclude soft-deleted members of groups

* fix(ingest/looker): downgrade missing chart type log level (datahub-project#10996)

* doc(acryl-cloud): release docs for 0.3.4.x (datahub-project#10984)

Co-authored-by: John Joyce <john@acryl.io>
Co-authored-by: RyanHolstien <RyanHolstien@users.noreply.github.com>
Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>
Co-authored-by: Pedro Silva <pedro@acryl.io>

* fix(protobuf/build): Fix protobuf check jar script (datahub-project#11006)

* fix(ui/ingest): Support invalid cron jobs (datahub-project#10998)

* fix(ingest): fix graph config loading (datahub-project#11002)

Co-authored-by: Pedro Silva <pedro@acryl.io>

* feat(docs): Document __DATAHUB_TO_FILE_ directive (datahub-project#10968)

Co-authored-by: Harshal Sheth <hsheth2@gmail.com>

* fix(graphql/upsertIngestionSource): Validate cron schedule; parse error in CLI (datahub-project#11011)

* feat(ece): support custom ownership type urns in ECE generation (datahub-project#10999)

* feat(assertion-v2): changed Validation tab to Quality and created new Governance tab (datahub-project#10935)

* fix(ingestion/glue): Add support for missing config options for profiling in Glue (datahub-project#10858)

* feat(propagation): Add models for schema field docs, tags, terms (datahub-project#2959) (datahub-project#11016)

Co-authored-by: Chris Collins <chriscollins3456@gmail.com>

* docs: standardize terminology to DataHub Cloud (datahub-project#11003)

* fix(ingestion/transformer): replace the externalUrl container (datahub-project#11013)

* docs(slack) troubleshoot docs (datahub-project#11014)

* feat(propagation): Add graphql API (datahub-project#11030)

Co-authored-by: Chris Collins <chriscollins3456@gmail.com>

* feat(propagation):  Add models for Action feature settings (datahub-project#11029)

* docs(custom properties): Remove duplicate from sidebar (datahub-project#11033)

* feat(models): Introducing Dataset Partitions Aspect (datahub-project#10997)

Co-authored-by: John Joyce <john@Johns-MBP.lan>
Co-authored-by: John Joyce <john@ip-192-168-1-200.us-west-2.compute.internal>

* feat(propagation): Add Documentation Propagation Settings (datahub-project#11038)

* fix(models): chart schema fields mapping, add dataHubAction entity, t… (datahub-project#11040)

* fix(ci): smoke test lint failures (datahub-project#11044)

* docs: fix learning center color scheme & typo (datahub-project#11043)

* feat: add cloud main page (datahub-project#11017)

Co-authored-by: Jay <159848059+jayacryl@users.noreply.github.com>

* feat(restore-indices): add additional step to also clear system metadata service (datahub-project#10662)

Co-authored-by: John Joyce <john@acryl.io>

* docs: fix typo (datahub-project#11046)

* fix(lint): apply spotless (datahub-project#11050)

* docs(airflow): example query to get datajobs for a dataflow (datahub-project#11034)

* feat(cli): Add run-id option to put sub-command (datahub-project#11023)

Adds an option to assign run-id to a given put command execution. 
This is useful when transformers do not exist for a given ingestion payload, we can follow up with custom metadata and assign it to an ingestion pipeline.

* fix(ingest): improve sql error reporting calls (datahub-project#11025)

* fix(airflow): fix CI setup (datahub-project#11031)

* feat(ingest/dbt): add experimental `prefer_sql_parser_lineage` flag (datahub-project#11039)

* fix(ingestion/lookml): enable stack-trace in lookml logs (datahub-project#10971)

* (chore): Linting fix (datahub-project#11015)

* chore(ci): update deprecated github actions (datahub-project#10977)

* Fix ALB configuration example (datahub-project#10981)

* chore(ingestion-base): bump base image packages (datahub-project#11053)

* feat(cli): Trim report of dataHubExecutionRequestResult to max GMS size (datahub-project#11051)

* fix(ingestion/lookml): emit dummy sql condition for lookml custom condition tag (datahub-project#11008)

Co-authored-by: Harshal Sheth <hsheth2@gmail.com>

* fix(ingestion/powerbi): fix issue with broken report lineage (datahub-project#10910)

* feat(ingest/tableau): add retry on timeout (datahub-project#10995)

* change generate kafka connect properties from env (datahub-project#10545)

Co-authored-by: david-leifker <114954101+david-leifker@users.noreply.github.com>

* fix(ingest): fix oracle cronjob ingestion (datahub-project#11001)

Co-authored-by: david-leifker <114954101+david-leifker@users.noreply.github.com>

* chore(ci): revert update deprecated github actions (datahub-project#10977) (datahub-project#11062)

* feat(ingest/dbt-cloud): update metadata_endpoint inference (datahub-project#11041)

* build: Reduce size of datahub-frontend-react image by 50-ish% (datahub-project#10878)

Co-authored-by: david-leifker <114954101+david-leifker@users.noreply.github.com>

* fix(ci): Fix lint issue in datahub_ingestion_run_summary_provider.py (datahub-project#11063)

* docs(ingest): update developing-a-transformer.md (datahub-project#11019)

* feat(search-test): update search tests from datahub-project#10408 (datahub-project#11056)

* feat(cli): add aspects parameter to DataHubGraph.get_entity_semityped (datahub-project#11009)

Co-authored-by: Harshal Sheth <hsheth2@gmail.com>

* docs(airflow): update min version for plugin v2 (datahub-project#11065)

* doc(ingestion/tableau): doc update for derived permission (datahub-project#11054)

Co-authored-by: Pedro Silva <pedro.cls93@gmail.com>
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Co-authored-by: Harshal Sheth <hsheth2@gmail.com>

* fix(py): remove dep on types-pkg_resources (datahub-project#11076)

* feat(ingest/mode): add option to exclude restricted (datahub-project#11081)

* fix(ingest): set lastObserved in sdk when unset (datahub-project#11071)

* doc(ingest): Update capabilities (datahub-project#11072)

* chore(vulnerability): Log Injection (datahub-project#11090)

* chore(vulnerability): Information exposure through a stack trace (datahub-project#11091)

* chore(vulnerability): Comparison of narrow type with wide type in loop condition (datahub-project#11089)

* chore(vulnerability): Insertion of sensitive information into log files (datahub-project#11088)

* chore(vulnerability): Risky Cryptographic Algorithm (datahub-project#11059)

* chore(vulnerability): Overly permissive regex range (datahub-project#11061)

Co-authored-by: Harshal Sheth <hsheth2@gmail.com>

* fix: update customer data (datahub-project#11075)

* fix(models): fixing the datasetPartition models (datahub-project#11085)

Co-authored-by: John Joyce <john@ip-192-168-1-200.us-west-2.compute.internal>

* fix(ui): Adding view, forms GraphQL query, remove showing a fallback error message on unhandled GraphQL error (datahub-project#11084)

Co-authored-by: John Joyce <john@ip-192-168-1-200.us-west-2.compute.internal>

* feat(docs-site): hiding learn more from cloud page (datahub-project#11097)

* fix(docs): Add correct usage of orFilters in search API docs (datahub-project#11082)

Co-authored-by: Jay <159848059+jayacryl@users.noreply.github.com>

* fix(ingest/mode): Regexp in mode name matcher didn't allow underscore (datahub-project#11098)

* docs: Refactor customer stories section (datahub-project#10869)

Co-authored-by: Jeff Merrick <jeff@wireform.io>

* fix(release): fix full/slim suffix on tag (datahub-project#11087)

* feat(config): support alternate hashing algorithm for doc id (datahub-project#10423)

Co-authored-by: david-leifker <114954101+david-leifker@users.noreply.github.com>
Co-authored-by: John Joyce <john@acryl.io>

* fix(emitter): fix typo in get method of java kafka emitter (datahub-project#11007)

* fix(ingest): use correct native data type in all SQLAlchemy sources by compiling data type using dialect (datahub-project#10898)

Co-authored-by: Harshal Sheth <hsheth2@gmail.com>

* chore: Update contributors list in PR labeler (datahub-project#11105)

* feat(ingest): tweak stale entity removal messaging (datahub-project#11064)

* fix(ingestion): enforce lastObserved timestamps in SystemMetadata (datahub-project#11104)

* fix(ingest/powerbi): fix broken lineage between chart and dataset (datahub-project#11080)

* feat(ingest/lookml): CLL support for sql set in sql_table_name attribute of lookml view (datahub-project#11069)

* docs: update graphql docs on forms & structured properties (datahub-project#11100)

* test(search): search openAPI v3 test (datahub-project#11049)

* fix(ingest/tableau): prevent empty site content urls (datahub-project#11057)

Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com>

* feat(entity-client): implement client batch interface (datahub-project#11106)

* fix(snowflake): avoid reporting warnings/info for sys tables (datahub-project#11114)

* fix(ingest): downgrade column type mapping warning to info (datahub-project#11115)

* feat(api): add AuditStamp to the V3 API entity/aspect response (datahub-project#11118)

* fix(ingest/redshift): replace r'\n' with '\n' to avoid token error redshift serverless… (datahub-project#11111)

* fix(entiy-client): handle null entityUrn case for restli (datahub-project#11122)

* fix(sql-parser): prevent bad urns from alter table lineage (datahub-project#11092)

* fix(ingest/bigquery): use small batch size if use_tables_list_query_v2 is set (datahub-project#11121)

* fix(graphql): add missing entities to EntityTypeMapper and EntityTypeUrnMapper (datahub-project#10366)

* feat(ui): Changes to allow editable dataset name (datahub-project#10608)

Co-authored-by: Jay Kadambi <jayasimhan_venkatadri@optum.com>

* fix: remove saxo (datahub-project#11127)

* feat(mcl-processor): Update mcl processor hooks (datahub-project#11134)

* fix(openapi): fix openapi v2 endpoints & v3 documentation update

* Revert "fix(openapi): fix openapi v2 endpoints & v3 documentation update"

This reverts commit 573c1cb.

* docs(policies): updates to policies documentation (datahub-project#11073)

* fix(openapi): fix openapi v2 and v3 docs update (datahub-project#11139)

* feat(auth): grant type and acr values custom oidc parameters support (datahub-project#11116)

* fix(mutator): mutator hook fixes (datahub-project#11140)

* feat(search): support sorting on multiple fields (datahub-project#10775)

* feat(ingest): various logging improvements (datahub-project#11126)

* fix(ingestion/lookml): fix for sql parsing error (datahub-project#11079)

Co-authored-by: Harshal Sheth <hsheth2@gmail.com>

* feat(docs-site) cloud page spacing and content polishes (datahub-project#11141)

* feat(ui) Enable editing structured props on fields (datahub-project#11042)

* feat(tests): add md5 and last computed to testResult model (datahub-project#11117)

* test(openapi): openapi regression smoke tests (datahub-project#11143)

* fix(airflow): fix tox tests + update docs (datahub-project#11125)

* docs: add chime to adoption stories (datahub-project#11142)

* fix(ingest/databricks): Updating code to work with Databricks sdk 0.30 (datahub-project#11158)

* fix(kafka-setup): add missing script to image (datahub-project#11190)

* fix(config): fix hash algo config (datahub-project#11191)

* test(smoke-test): updates to smoke-tests (datahub-project#11152)

* fix(elasticsearch): refactor idHashAlgo setting (datahub-project#11193)

* chore(kafka): kafka version bump (datahub-project#11211)

* readd UsageStatsWorkUnit

* fix merge problems

* change logo

---------

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