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AWS::SageMaker::FeatureGroup OfflineStoreConfig - AWS CloudFormation
SyntaxProperties

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AWS::SageMaker::FeatureGroup OfflineStoreConfig

The configuration of an OfflineStore.

Provide an OfflineStoreConfig in a request to CreateFeatureGroup to create an OfflineStore.

To encrypt an OfflineStore using at rest data encryption, specify AWS Key Management Service (KMS) key ID, or KMSKeyId, in S3StorageConfig.

Syntax

To declare this entity in your CloudFormation template, use the following syntax:

Properties

DataCatalogConfig

The meta data of the Glue table for the OfflineStore. If not provided, Feature Store auto-generates the table name, database, and catalog when the OfflineStore is created. You can optionally provide this configuration to specify custom values. This applies to both Glue and Apache Iceberg table formats.

Required: No

Type: DataCatalogConfig

Update requires: Replacement

DisableGlueTableCreation

Set to True to disable the automatic creation of an AWS Glue table when configuring an OfflineStore. If set to True and DataCatalogConfig is provided, Feature Store associates the provided catalog configuration with the feature group without creating a table. In this case, you are responsible for creating and managing the Glue table. If set to True without DataCatalogConfig, no Glue table is created or associated with the feature group. The Iceberg table format is only supported when this is set to False.

If set to False and DataCatalogConfig is provided, Feature Store creates the table using the specified names. If set to False without DataCatalogConfig, Feature Store auto-generates the table name following Athena's naming recommendations. This applies to both Glue and Apache Iceberg table formats.

The default value is False.

Required: No

Type: Boolean

Update requires: Replacement

S3StorageConfig

The Amazon Simple Storage (Amazon S3) location of OfflineStore.

Required: Yes

Type: S3StorageConfig

Update requires: Replacement

TableFormat

Format for the offline store table. Supported formats are Glue (Default) and Apache Iceberg.

Required: No

Type: String

Allowed values: Iceberg | Glue

Update requires: Replacement