updateFeatureGroup method

Future<UpdateFeatureGroupResponse> updateFeatureGroup({ required String featureGroupName, List<FeatureDefinition>? featureAdditions, OnlineStoreConfigUpdate? onlineStoreConfig, ThroughputConfigUpdate? throughputConfig, })

Updates the feature group by either adding features or updating the online store configuration. Use one of the following request parameters at a time while using the UpdateFeatureGroup API.

You can add features for your feature group using the FeatureAdditions request parameter. Features cannot be removed from a feature group.

You can update the online store configuration by using the OnlineStoreConfig request parameter. If a TtlDuration is specified, the default TtlDuration applies for all records added to the feature group after the feature group is updated. If a record level TtlDuration exists from using the PutRecord API, the record level TtlDuration applies to that record instead of the default TtlDuration. To remove the default TtlDuration from an existing feature group, use the UpdateFeatureGroup API and set the TtlDuration Unit and Value to null.

May throw ResourceLimitExceeded. May throw ResourceNotFound.

Parameter featureGroupName : The name or Amazon Resource Name (ARN) of the feature group that you're updating.

Parameter featureAdditions : Updates the feature group. Updating a feature group is an asynchronous operation. When you get an HTTP 200 response, you've made a valid request. It takes some time after you've made a valid request for Feature Store to update the feature group.

Parameter onlineStoreConfig : Updates the feature group online store configuration.

Implementation

Future<UpdateFeatureGroupResponse> updateFeatureGroup({
  required String featureGroupName,
  List<FeatureDefinition>? featureAdditions,
  OnlineStoreConfigUpdate? onlineStoreConfig,
  ThroughputConfigUpdate? throughputConfig,
}) async {
  final headers = <String, String>{
    'Content-Type': 'application/x-amz-json-1.1',
    'X-Amz-Target': 'SageMaker.UpdateFeatureGroup'
  };
  final jsonResponse = await _protocol.send(
    method: 'POST',
    requestUri: '/',
    exceptionFnMap: _exceptionFns,
    // TODO queryParams
    headers: headers,
    payload: {
      'FeatureGroupName': featureGroupName,
      if (featureAdditions != null) 'FeatureAdditions': featureAdditions,
      if (onlineStoreConfig != null) 'OnlineStoreConfig': onlineStoreConfig,
      if (throughputConfig != null) 'ThroughputConfig': throughputConfig,
    },
  );

  return UpdateFeatureGroupResponse.fromJson(jsonResponse.body);
}