Documentation

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.

See: newFeatureGroup smart constructor.

Create a value of FeatureGroup with all optional fields omitted.

Use generic-lens or optics to modify other optional fields.

The following record fields are available, with the corresponding lenses provided for backwards compatibility:

$sel:creationTime:FeatureGroup', featureGroup_creationTime - The time a FeatureGroup was created.

$sel:description:FeatureGroup', featureGroup_description - A free form description of a FeatureGroup.

$sel:eventTimeFeatureName:FeatureGroup', featureGroup_eventTimeFeatureName - The name of the feature that stores the EventTime of a Record in a FeatureGroup.

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

FeatureGroup, featureGroup_failureReason - 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.

$sel:featureDefinitions:FeatureGroup', featureGroup_featureDefinitions - A list of Features. Each Feature must include a FeatureName and a FeatureType.

Valid FeatureTypes are Integral, Fractional and String.

FeatureNames cannot be any of the following: is_deleted, write_time, api_invocation_time.

You can create up to 2,500 FeatureDefinitions per FeatureGroup.

$sel:featureGroupArn:FeatureGroup', featureGroup_featureGroupArn - The Amazon Resource Name (ARN) of a FeatureGroup.

$sel:featureGroupName:FeatureGroup', featureGroup_featureGroupName - The name of the FeatureGroup.

$sel:featureGroupStatus:FeatureGroup', featureGroup_featureGroupStatus - A FeatureGroup status.

$sel:lastModifiedTime:FeatureGroup', featureGroup_lastModifiedTime - A timestamp indicating the last time you updated the feature group.

$sel:lastUpdateStatus:FeatureGroup', featureGroup_lastUpdateStatus - A value that indicates whether the feature group was updated successfully.

$sel:offlineStoreConfig:FeatureGroup', featureGroup_offlineStoreConfig - Undocumented member.

$sel:offlineStoreStatus:FeatureGroup', featureGroup_offlineStoreStatus - Undocumented member.

$sel:onlineStoreConfig:FeatureGroup', featureGroup_onlineStoreConfig - Undocumented member.

$sel:recordIdentifierFeatureName:FeatureGroup', featureGroup_recordIdentifierFeatureName - The name of the Feature whose value uniquely identifies a Record defined in the FeatureGroup FeatureDefinitions.

$sel:roleArn:FeatureGroup', featureGroup_roleArn - The Amazon Resource Name (ARN) of the IAM execution role used to create the feature group.

$sel:tags:FeatureGroup', featureGroup_tags - Tags used to define a FeatureGroup.

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.

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

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.

Valid FeatureTypes are Integral, Fractional and String.

FeatureNames cannot be any of the following: is_deleted, write_time, api_invocation_time.

You can create up to 2,500 FeatureDefinitions per FeatureGroup.

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.

Undocumented member.

Undocumented member.

Undocumented member.

The name of the Feature whose value uniquely identifies a Record defined in the FeatureGroup FeatureDefinitions.

The Amazon Resource Name (ARN) of the IAM execution role used to create the feature group.

Tags used to define a FeatureGroup.