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What is the difference between SageMaker Feature Store Online Store and Offline Store?
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Online Store: DynamoDB-backed, < 10ms real-time retrieval via GetRecord API — used for real-time inference. Offline Store: S3-backed, queryable via Athena/Spark — used for batch training data generation. Both can be enabled simultaneously; ingested features are written to both stores.
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