Amazon SageMaker Feature Store now supports SageMaker Python SDK v3, introducing two key capabilities: Lake Formation integration for column-level and row-level access control on offline store data, and Apache Iceberg table properties configuration (compaction, snapshot expiration) for optimized storage and query performance. Data scientists can manage feature groups with streamlined workflows from a single SDK. Available in all AWS regions where SageMaker Feature Store is supported, starting with SDK v3.8.0.

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