FeatureGroup
Amazon SageMaker Feature Store stores features in a collection called Feature Group. A Feature Group can be visualized as a table which has rows, with a unique identifier for each row where each column in the table is a feature. In principle, a Feature Group is composed of features and values per features.
Types
Properties
The time a FeatureGroup was created.
A free form description of a FeatureGroup.
The name of the feature that stores the EventTime of a Record in a FeatureGroup.
The reason that the FeatureGroup failed to be replicated in the OfflineStore. This is failure may be due to a failure to create a FeatureGroup in or delete a FeatureGroup from the OfflineStore.
A list of Features. Each Feature must include a FeatureName and a FeatureType.
The Amazon Resource Name (ARN) of a FeatureGroup.
The name of the FeatureGroup.
A FeatureGroup status.
A timestamp indicating the last time you updated the feature group.
A value that indicates whether the feature group was updated successfully.
The configuration of an OfflineStore.
The status of OfflineStore.
Use this to specify the Amazon Web Services Key Management Service (KMS) Key ID, or KMSKeyId, for at rest data encryption. You can turn OnlineStore on or off by specifying the EnableOnlineStore flag at General Assembly.
The name of the Feature whose value uniquely identifies a Record defined in the FeatureGroup``FeatureDefinitions.