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 AWS CloudFormation template, use the following syntax:

JSON

{
  "DataCatalogConfig" : DataCatalogConfig,
  "DisableGlueTableCreation" : Boolean,
  "S3StorageConfig" : S3StorageConfig,
  "TableFormat" : String
}

YAML

  DataCatalogConfig: 
    DataCatalogConfig
  DisableGlueTableCreation: Boolean
  S3StorageConfig: 
    S3StorageConfig
  TableFormat: String

Properties

DataCatalogConfig

The meta data of the Glue table that is autogenerated when an OfflineStore is created.

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 False, Feature Store will name the OfflineStore Glue table following Athena's naming recommendations.

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