Class: Aws::SageMaker::Types::OfflineStoreConfig

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::OfflineStoreConfig

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

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 Amazon Web Services Key Management Service (KMS) key ID, or KMSKeyId, in S3StorageConfig.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #data_catalog_config ⇒ Types::DataCatalogConfig

  The meta data of the Glue table for the OfflineStore.

• #disable_glue_table_creation ⇒ Boolean

  Set to True to disable the automatic creation of an Amazon Web Services Glue table when configuring an OfflineStore.

• #s3_storage_config ⇒ Types::S3StorageConfig

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

• #table_format ⇒ String

  Format for the offline store table.

Instance Attribute Details

#data_catalog_config ⇒ Types::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.

Returns:

• (Types::DataCatalogConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 43994

class OfflineStoreConfig < Struct.new(
  :s3_storage_config,
  :disable_glue_table_creation,
  :data_catalog_config,
  :table_format)
  SENSITIVE = []
  include Aws::Structure
end

#disable_glue_table_creation ⇒ Boolean

Set to True to disable the automatic creation of an Amazon Web Services 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.

Returns:

• (Boolean)

# File 'lib/aws-sdk-sagemaker/types.rb', line 43994

class OfflineStoreConfig < Struct.new(
  :s3_storage_config,
  :disable_glue_table_creation,
  :data_catalog_config,
  :table_format)
  SENSITIVE = []
  include Aws::Structure
end

#s3_storage_config ⇒ Types::S3StorageConfig

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

Returns:

• (Types::S3StorageConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 43994

class OfflineStoreConfig < Struct.new(
  :s3_storage_config,
  :disable_glue_table_creation,
  :data_catalog_config,
  :table_format)
  SENSITIVE = []
  include Aws::Structure
end

#table_format ⇒ String

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

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 43994

class OfflineStoreConfig < Struct.new(
  :s3_storage_config,
  :disable_glue_table_creation,
  :data_catalog_config,
  :table_format)
  SENSITIVE = []
  include Aws::Structure
end