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.

• #throughput_config ⇒ Types::ThroughputConfigDescription

  Active throughput configuration of the feature group.

Instance Attribute Details

#creation_time ⇒ Time

A timestamp indicating when SageMaker created the FeatureGroup.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 17669

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,
  :throughput_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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 17669

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,
  :throughput_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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 17669

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,
  :throughput_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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 17669

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,
  :throughput_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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 17669

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,
  :throughput_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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 17669

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,
  :throughput_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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 17669

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,
  :throughput_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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 17669

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,
  :throughput_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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 17669

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,
  :throughput_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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 17669

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,
  :throughput_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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 17669

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,
  :throughput_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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 17669

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,
  :throughput_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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 17669

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,
  :throughput_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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 17669

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,
  :throughput_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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 17669

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,
  :throughput_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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 17669

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,
  :throughput_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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 17669

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,
  :throughput_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

#throughput_config ⇒ Types::ThroughputConfigDescription

Active throughput configuration of the feature group. There are two modes: ON_DEMAND and PROVISIONED. With on-demand mode, you are charged for data reads and writes that your application performs on your feature group. You do not need to specify read and write throughput because Feature Store accommodates your workloads as they ramp up and down. You can switch a feature group to on-demand only once in a 24 hour period. With provisioned throughput mode, you specify the read and write capacity per second that you expect your application to require, and you are billed based on those limits. Exceeding provisioned throughput will result in your requests being throttled.

Note: PROVISIONED throughput mode is supported only for feature groups that are offline-only, or use the [ Standard ][1] tier online store.

[1]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_OnlineStoreConfig.html#sagemaker-Type-OnlineStoreConfig-StorageType

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 17669

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,
  :throughput_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