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feature: adds athena workgroup to feature store DatasetBuilder - #6261

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johnrc90:feature-add-workgroup-to-dataset-builder
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feature: adds athena workgroup to feature store DatasetBuilder#6261
johnrc90 wants to merge 1 commit into
aws:masterfrom
johnrc90:feature-add-workgroup-to-dataset-builder

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@johnrc90 johnrc90 commented Sep 11, 2026

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*Issue #, if available: #3176 (comment)

Description of changes:

There are scenarios where the user might want to select a specific Athena Workgroup (organization requirements, Sagemaker Unified Studio) to use the feature store helper DatasetBuilder.

The feature_store.feature_utils.start_query_execution already had the workgroup parameter, but the other feature_store functions that called it never used it.

This PR adds the workgroup parameter to DatasetBuilder.create and the following functions that would use it (DatasetBuilder._run_query -> feature_utils.run_athena_query -> feature_utils.start_query_execution)

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