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

Inherits:
Struct
  • Object
show all
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:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

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:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 42701

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`.

[1]: docs.aws.amazon.com/athena/latest/ug/tables-databases-columns-names.html

Returns:

  • (Boolean) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 42701

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:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 42701

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].

[1]: iceberg.apache.org/

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 42701

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