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Hi there,
To answer your question, yes you will be charged for using Athena to query Feature Store. There won't be charges for using feature_group.as_hive_ddl()
since it's DDL.
Feature Store is a fully managed, purpose-built repository for ML features and while Athena is one way to query Feature Store, you can also get records from Feature Store using the Feature Store Runtime. This does not incur costs for an extra service.
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So, when I'm planning cost efforts in AWS Calculator, after calculating SageMaker Feature Store, should I also add Athena as a separate service, or it's already included in the Feature Store cost estimate?