Class: Aws::SageMaker::Types::DescribeFeatureGroupResponse

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::DescribeFeatureGroupResponse

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #creation_time ⇒ Time

  A timestamp indicating when SageMaker created the ‘FeatureGroup`.

• #description ⇒ String

  A free form description of the feature group.

• #event_time_feature_name ⇒ String

  The name of the feature that stores the ‘EventTime` of a Record in a `FeatureGroup`.

• #failure_reason ⇒ String

  The reason that the ‘FeatureGroup` failed to be replicated in the `OfflineStore`.

• #feature_definitions ⇒ Array<Types::FeatureDefinition>

  A list of the ‘Features` in the `FeatureGroup`.

• #feature_group_arn ⇒ String

  The Amazon Resource Name (ARN) of the ‘FeatureGroup`.

• #feature_group_name ⇒ String

  he name of the ‘FeatureGroup`.

• #feature_group_status ⇒ String

  The status of the feature group.

• #last_modified_time ⇒ Time

  A timestamp indicating when the feature group was last updated.

• #last_update_status ⇒ Types::LastUpdateStatus

  A value indicating whether the update made to the feature group was successful.

• #next_token ⇒ String

  A token to resume pagination of the list of ‘Features` (`FeatureDefinitions`).

• #offline_store_config ⇒ Types::OfflineStoreConfig

  The configuration of the offline store.

• #offline_store_status ⇒ Types::OfflineStoreStatus

  The status of the ‘OfflineStore`.

• #online_store_config ⇒ Types::OnlineStoreConfig

  The configuration for the ‘OnlineStore`.

• #online_store_total_size_bytes ⇒ Integer

  The size of the ‘OnlineStore` in bytes.

• #record_identifier_feature_name ⇒ String

  The name of the ‘Feature` used for `RecordIdentifier`, whose value uniquely identifies a record stored in the feature store.

• #role_arn ⇒ String

  The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the OfflineStore if an OfflineStoreConfig is provided.

Instance Attribute Details

#creation_time ⇒ Time

A timestamp indicating when SageMaker created the ‘FeatureGroup`.

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 12344

class DescribeFeatureGroupResponse < Struct.new(
  :feature_group_arn,
  :feature_group_name,
  :record_identifier_feature_name,
  :event_time_feature_name,
  :feature_definitions,
  :creation_time,
  :last_modified_time,
  :online_store_config,
  :offline_store_config,
  :role_arn,
  :feature_group_status,
  :offline_store_status,
  :last_update_status,
  :failure_reason,
  :description,
  :next_token,
  :online_store_total_size_bytes)
  SENSITIVE = []
  include Aws::Structure
end

#description ⇒ String

A free form description of the feature group.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 12344

class DescribeFeatureGroupResponse < Struct.new(
  :feature_group_arn,
  :feature_group_name,
  :record_identifier_feature_name,
  :event_time_feature_name,
  :feature_definitions,
  :creation_time,
  :last_modified_time,
  :online_store_config,
  :offline_store_config,
  :role_arn,
  :feature_group_status,
  :offline_store_status,
  :last_update_status,
  :failure_reason,
  :description,
  :next_token,
  :online_store_total_size_bytes)
  SENSITIVE = []
  include Aws::Structure
end

#event_time_feature_name ⇒ String

The name of the feature that stores the ‘EventTime` of a Record in a `FeatureGroup`.

An ‘EventTime` is a point in time when a new event occurs that corresponds to the creation or update of a `Record` in a `FeatureGroup`. All `Records` in the `FeatureGroup` have a corresponding `EventTime`.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 12344

class DescribeFeatureGroupResponse < Struct.new(
  :feature_group_arn,
  :feature_group_name,
  :record_identifier_feature_name,
  :event_time_feature_name,
  :feature_definitions,
  :creation_time,
  :last_modified_time,
  :online_store_config,
  :offline_store_config,
  :role_arn,
  :feature_group_status,
  :offline_store_status,
  :last_update_status,
  :failure_reason,
  :description,
  :next_token,
  :online_store_total_size_bytes)
  SENSITIVE = []
  include Aws::Structure
end

#failure_reason ⇒ String

The reason that the ‘FeatureGroup` failed to be replicated in the `OfflineStore`. This is failure can occur because:

• The ‘FeatureGroup` could not be created in the `OfflineStore`.

• The ‘FeatureGroup` could not be deleted from the `OfflineStore`.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 12344

class DescribeFeatureGroupResponse < Struct.new(
  :feature_group_arn,
  :feature_group_name,
  :record_identifier_feature_name,
  :event_time_feature_name,
  :feature_definitions,
  :creation_time,
  :last_modified_time,
  :online_store_config,
  :offline_store_config,
  :role_arn,
  :feature_group_status,
  :offline_store_status,
  :last_update_status,
  :failure_reason,
  :description,
  :next_token,
  :online_store_total_size_bytes)
  SENSITIVE = []
  include Aws::Structure
end

#feature_definitions ⇒ Array<Types::FeatureDefinition>

A list of the ‘Features` in the `FeatureGroup`. Each feature is defined by a `FeatureName` and `FeatureType`.

Returns:

• (Array<Types::FeatureDefinition>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 12344

class DescribeFeatureGroupResponse < Struct.new(
  :feature_group_arn,
  :feature_group_name,
  :record_identifier_feature_name,
  :event_time_feature_name,
  :feature_definitions,
  :creation_time,
  :last_modified_time,
  :online_store_config,
  :offline_store_config,
  :role_arn,
  :feature_group_status,
  :offline_store_status,
  :last_update_status,
  :failure_reason,
  :description,
  :next_token,
  :online_store_total_size_bytes)
  SENSITIVE = []
  include Aws::Structure
end

#feature_group_arn ⇒ String

The Amazon Resource Name (ARN) of the ‘FeatureGroup`.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 12344

class DescribeFeatureGroupResponse < Struct.new(
  :feature_group_arn,
  :feature_group_name,
  :record_identifier_feature_name,
  :event_time_feature_name,
  :feature_definitions,
  :creation_time,
  :last_modified_time,
  :online_store_config,
  :offline_store_config,
  :role_arn,
  :feature_group_status,
  :offline_store_status,
  :last_update_status,
  :failure_reason,
  :description,
  :next_token,
  :online_store_total_size_bytes)
  SENSITIVE = []
  include Aws::Structure
end

#feature_group_name ⇒ String

he name of the ‘FeatureGroup`.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 12344

class DescribeFeatureGroupResponse < Struct.new(
  :feature_group_arn,
  :feature_group_name,
  :record_identifier_feature_name,
  :event_time_feature_name,
  :feature_definitions,
  :creation_time,
  :last_modified_time,
  :online_store_config,
  :offline_store_config,
  :role_arn,
  :feature_group_status,
  :offline_store_status,
  :last_update_status,
  :failure_reason,
  :description,
  :next_token,
  :online_store_total_size_bytes)
  SENSITIVE = []
  include Aws::Structure
end

#feature_group_status ⇒ String

The status of the feature group.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 12344

class DescribeFeatureGroupResponse < Struct.new(
  :feature_group_arn,
  :feature_group_name,
  :record_identifier_feature_name,
  :event_time_feature_name,
  :feature_definitions,
  :creation_time,
  :last_modified_time,
  :online_store_config,
  :offline_store_config,
  :role_arn,
  :feature_group_status,
  :offline_store_status,
  :last_update_status,
  :failure_reason,
  :description,
  :next_token,
  :online_store_total_size_bytes)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_time ⇒ Time

A timestamp indicating when the feature group was last updated.

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 12344

class DescribeFeatureGroupResponse < Struct.new(
  :feature_group_arn,
  :feature_group_name,
  :record_identifier_feature_name,
  :event_time_feature_name,
  :feature_definitions,
  :creation_time,
  :last_modified_time,
  :online_store_config,
  :offline_store_config,
  :role_arn,
  :feature_group_status,
  :offline_store_status,
  :last_update_status,
  :failure_reason,
  :description,
  :next_token,
  :online_store_total_size_bytes)
  SENSITIVE = []
  include Aws::Structure
end

#last_update_status ⇒ Types::LastUpdateStatus

A value indicating whether the update made to the feature group was successful.

Returns:

• (Types::LastUpdateStatus)

# File 'lib/aws-sdk-sagemaker/types.rb', line 12344

class DescribeFeatureGroupResponse < Struct.new(
  :feature_group_arn,
  :feature_group_name,
  :record_identifier_feature_name,
  :event_time_feature_name,
  :feature_definitions,
  :creation_time,
  :last_modified_time,
  :online_store_config,
  :offline_store_config,
  :role_arn,
  :feature_group_status,
  :offline_store_status,
  :last_update_status,
  :failure_reason,
  :description,
  :next_token,
  :online_store_total_size_bytes)
  SENSITIVE = []
  include Aws::Structure
end

#next_token ⇒ String

A token to resume pagination of the list of ‘Features` (`FeatureDefinitions`).

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 12344

class DescribeFeatureGroupResponse < Struct.new(
  :feature_group_arn,
  :feature_group_name,
  :record_identifier_feature_name,
  :event_time_feature_name,
  :feature_definitions,
  :creation_time,
  :last_modified_time,
  :online_store_config,
  :offline_store_config,
  :role_arn,
  :feature_group_status,
  :offline_store_status,
  :last_update_status,
  :failure_reason,
  :description,
  :next_token,
  :online_store_total_size_bytes)
  SENSITIVE = []
  include Aws::Structure
end

#offline_store_config ⇒ Types::OfflineStoreConfig

The configuration of the offline store. It includes the following configurations:

• Amazon S3 location of the offline store.

• Configuration of the Glue data catalog.

• Table format of the offline store.

• Option to disable the automatic creation of a Glue table for the offline store.

• Encryption configuration.

Returns:

• (Types::OfflineStoreConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 12344

class DescribeFeatureGroupResponse < Struct.new(
  :feature_group_arn,
  :feature_group_name,
  :record_identifier_feature_name,
  :event_time_feature_name,
  :feature_definitions,
  :creation_time,
  :last_modified_time,
  :online_store_config,
  :offline_store_config,
  :role_arn,
  :feature_group_status,
  :offline_store_status,
  :last_update_status,
  :failure_reason,
  :description,
  :next_token,
  :online_store_total_size_bytes)
  SENSITIVE = []
  include Aws::Structure
end

#offline_store_status ⇒ Types::OfflineStoreStatus

The status of the ‘OfflineStore`. Notifies you if replicating data into the `OfflineStore` has failed. Returns either: `Active` or `Blocked`

Returns:

• (Types::OfflineStoreStatus)

# File 'lib/aws-sdk-sagemaker/types.rb', line 12344

class DescribeFeatureGroupResponse < Struct.new(
  :feature_group_arn,
  :feature_group_name,
  :record_identifier_feature_name,
  :event_time_feature_name,
  :feature_definitions,
  :creation_time,
  :last_modified_time,
  :online_store_config,
  :offline_store_config,
  :role_arn,
  :feature_group_status,
  :offline_store_status,
  :last_update_status,
  :failure_reason,
  :description,
  :next_token,
  :online_store_total_size_bytes)
  SENSITIVE = []
  include Aws::Structure
end

#online_store_config ⇒ Types::OnlineStoreConfig

The configuration for the ‘OnlineStore`.

Returns:

• (Types::OnlineStoreConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 12344

class DescribeFeatureGroupResponse < Struct.new(
  :feature_group_arn,
  :feature_group_name,
  :record_identifier_feature_name,
  :event_time_feature_name,
  :feature_definitions,
  :creation_time,
  :last_modified_time,
  :online_store_config,
  :offline_store_config,
  :role_arn,
  :feature_group_status,
  :offline_store_status,
  :last_update_status,
  :failure_reason,
  :description,
  :next_token,
  :online_store_total_size_bytes)
  SENSITIVE = []
  include Aws::Structure
end

#online_store_total_size_bytes ⇒ Integer

The size of the ‘OnlineStore` in bytes.

Returns:

• (Integer)

# File 'lib/aws-sdk-sagemaker/types.rb', line 12344

class DescribeFeatureGroupResponse < Struct.new(
  :feature_group_arn,
  :feature_group_name,
  :record_identifier_feature_name,
  :event_time_feature_name,
  :feature_definitions,
  :creation_time,
  :last_modified_time,
  :online_store_config,
  :offline_store_config,
  :role_arn,
  :feature_group_status,
  :offline_store_status,
  :last_update_status,
  :failure_reason,
  :description,
  :next_token,
  :online_store_total_size_bytes)
  SENSITIVE = []
  include Aws::Structure
end

#record_identifier_feature_name ⇒ String

The name of the ‘Feature` used for `RecordIdentifier`, whose value uniquely identifies a record stored in the feature store.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 12344

class DescribeFeatureGroupResponse < Struct.new(
  :feature_group_arn,
  :feature_group_name,
  :record_identifier_feature_name,
  :event_time_feature_name,
  :feature_definitions,
  :creation_time,
  :last_modified_time,
  :online_store_config,
  :offline_store_config,
  :role_arn,
  :feature_group_status,
  :offline_store_status,
  :last_update_status,
  :failure_reason,
  :description,
  :next_token,
  :online_store_total_size_bytes)
  SENSITIVE = []
  include Aws::Structure
end

#role_arn ⇒ String

The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the OfflineStore if an OfflineStoreConfig is provided.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 12344

class DescribeFeatureGroupResponse < Struct.new(
  :feature_group_arn,
  :feature_group_name,
  :record_identifier_feature_name,
  :event_time_feature_name,
  :feature_definitions,
  :creation_time,
  :last_modified_time,
  :online_store_config,
  :offline_store_config,
  :role_arn,
  :feature_group_status,
  :offline_store_status,
  :last_update_status,
  :failure_reason,
  :description,
  :next_token,
  :online_store_total_size_bytes)
  SENSITIVE = []
  include Aws::Structure
end