class Aws::SageMaker::Types::DescribeFeatureGroupResponse

@!attribute [rw] feature_group_arn

The Amazon Resource Name (ARN) of the `FeatureGroup`.
@return [String]

@!attribute [rw] feature_group_name

he name of the `FeatureGroup`.
@return [String]

@!attribute [rw] record_identifier_feature_name

The name of the `Feature` used for `RecordIdentifier`, whose value
uniquely identifies a record stored in the feature store.
@return [String]

@!attribute [rw] event_time_feature_name

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`.
@return [String]

@!attribute [rw] feature_definitions

A list of the `Features` in the `FeatureGroup`. Each feature is
defined by a `FeatureName` and `FeatureType`.
@return [Array<Types::FeatureDefinition>]

@!attribute [rw] creation_time

A timestamp indicating when SageMaker created the `FeatureGroup`.
@return [Time]

@!attribute [rw] online_store_config

The configuration for the `OnlineStore`.
@return [Types::OnlineStoreConfig]

@!attribute [rw] offline_store_config

The configuration of the `OfflineStore`, inducing the S3 location of
the `OfflineStore`, Amazon Web Services Glue or Amazon Web Services
Hive data catalogue configurations, and the security configuration.
@return [Types::OfflineStoreConfig]

@!attribute [rw] role_arn

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

@!attribute [rw] feature_group_status

The status of the feature group.
@return [String]

@!attribute [rw] offline_store_status

The status of the `OfflineStore`. Notifies you if replicating data
into the `OfflineStore` has failed. Returns either: `Active` or
`Blocked`
@return [Types::OfflineStoreStatus]

@!attribute [rw] failure_reason

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`.
@return [String]

@!attribute [rw] description

A free form description of the feature group.
@return [String]

@!attribute [rw] next_token

A token to resume pagination of the list of `Features`
(`FeatureDefinitions`).
@return [String]

@see docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeFeatureGroupResponse AWS API Documentation

Constants

SENSITIVE