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docs(ml_ops): Add Data Catalog Config notebook for Feature Store#5927

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Vishakha263:add-data-catalog-config-notebook
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docs(ml_ops): Add Data Catalog Config notebook for Feature Store#5927
Vishakha263 wants to merge 1 commit into
aws:masterfrom
Vishakha263:add-data-catalog-config-notebook

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Summary

Add comprehensive notebook demonstrating all DataCatalogConfig options for Feature Store offline store configuration.

What does this notebook cover?

  • Auto-generated table names (Glue and Iceberg formats)
  • Custom table/database naming for both Glue and Iceberg
  • Bring Your Own Table (BYOT) pattern
  • S3-only mode (no Glue table)
  • Error scenarios (invalid catalog, duplicate tables, invalid names, unsupported Iceberg BYOT)
  • Schema evolution behavior (automatic vs manual for BYOT)
  • DescribeFeatureGroup verification
  • End-to-end Athena query with custom-named tables

Location

v3-examples/ml-ops-examples/v3-feature-store-examples/data-catalog-config/v3-feature-store-data-catalog-config.ipynb

Testing

Notebook is designed to be run end-to-end in SageMaker Studio or notebook instances.

Add comprehensive notebook demonstrating all DataCatalogConfig options
for Feature Store offline store configuration including:
- Auto-generated table names (Glue and Iceberg)
- Custom table/database naming
- Bring Your Own Table (BYOT) pattern
- S3-only mode
- Error scenarios (invalid names, duplicate tables, unsupported configs)
- Schema evolution behavior differences
- DescribeFeatureGroup verification
- Athena query with custom-named tables
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