feat: Add Lake Formation governance support for FeatureGroup #5447
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- Add _s3_uri_to_arn() method to convert S3 URIs to ARN format - Add _get_lake_formation_client() method to create Lake Formation client instances - Add _register_s3_with_lake_formation() method to register S3 locations with Lake Formation - Add _revoke_iam_allowed_principal() method to revoke IAMAllowedPrincipal permissions from Glue tables - Add _grant_lake_formation_permissions() method to grant role-based permissions on Glue tables - Add enable_lake_formation() public method to orchestrate Lake Formation governance setup - Implement comprehensive error handling for Lake Formation API calls with graceful handling of already-registered resources - Support both service-linked role and custom IAM role configurations for S3 registration - Enable automated governance workflow for Feature Group offline stores with proper logging and validation
BassemHalim
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Enabling lakeformation governance for a Feature Group following this blog requires multiple steps. This PR is to simplify this process.
Description of changes:
enable_lake_formation()method to enable lf for an existing Feature Groupenable_lake_formationflag to the.create()method to enable lf for a feature group being created.By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.