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fix(ingest): only populate audit stamps where accurate

Open hsheth2 opened this issue 1 year ago • 1 comments

We used to use created as a fallback for lastModified (or vice versa). This fixes that up across our warehouse and BI sources, so that we can actually trust the info in the model.

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

  • Bug Fixes

    • Standardized the created field to None across multiple sources and schemas (Metabase, Redash, Redshift, Snowflake, Superset) for consistency and due to missing created_by data.
  • Tests

    • Updated test data and logic to reflect the changes in created field handling, ensuring accuracy in test scenarios for Metabase, Superset, and Redash integration tests.
  • Chores

    • Cleaned up conditional checks and simplified logic for setting lastModified properties in various ingestion sources.

hsheth2 avatar May 28 '24 18:05 hsheth2

Walkthrough

This update emphasizes standardizing the handling of the created field across various metadata ingestion sources, namely Metabase, Redash, Redshift, Snowflake, and Superset. The created field is consistently being set to None due to the lack of reliable creation timestamps in the source data. Additionally, the corresponding test files and golden JSONs have been updated to reflect these changes, ensuring consistency and correctness of the tests.

Changes

Files Change Summary
metadata-ingestion/src/datahub/ingestion/source/metabase.py Changed created field assignment to None in construct_card_from_api_data.
metadata-ingestion/src/datahub/ingestion/source/redash.py Set created to None in _get_dashboard_snapshot and _get_chart_snapshot.
metadata-ingestion/src/datahub/ingestion/source/redshift/redshift.py Simplified logic for lastModified attribute, setting lastModified to None.
metadata-ingestion/src/datahub/ingestion/source/snowflake/snowflake_schema_gen.py Simplified setting of lastModified property, assigning None when table.last_altered is None.
metadata-ingestion/src/datahub/ingestion/source/superset.py Set created to None in construct_dashboard_from_api_data and construct_chart_from_chart_data.
metadata-ingestion/tests/integration/metabase/metabase_mces_golden.json Updated time to 0 and actor to "urn:li:corpuser:unknown".
metadata-ingestion/tests/integration/superset/golden_test_ingest.json lastModified updated and added lastRunId in systemMetadata.
metadata-ingestion/tests/integration/superset/golden_test_stateful_ingest.json Updated multiple time and actor entries.
metadata-ingestion/tests/unit/test_redash_source.py Set created field to None across multiple test functions.

Poem

In the realm of metadata so bright,
Changes have taken their flight.
From timestamps to the actor's role,
To "None" they yield, making the whole.
A rabbit hops, coding delight,
Celebrating changes day and night! 🌟🐇


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coderabbitai[bot] avatar Jun 28 '24 00:06 coderabbitai[bot]

Airflow tests are flakes from a while ago.

hsheth2 avatar Jul 11 '24 20:07 hsheth2