SageMaker / Paginator / ListFeatureGroups


class SageMaker.Paginator.ListFeatureGroups#
paginator = client.get_paginator('list_feature_groups')

Creates an iterator that will paginate through responses from SageMaker.Client.list_feature_groups().

See also: AWS API Documentation

Request Syntax

response_iterator = paginator.paginate(
    CreationTimeAfter=datetime(2015, 1, 1),
    CreationTimeBefore=datetime(2015, 1, 1),
        'MaxItems': 123,
        'PageSize': 123,
        'StartingToken': 'string'
  • NameContains (string) – A string that partially matches one or more ``FeatureGroup``s names. Filters ``FeatureGroup``s by name.

  • FeatureGroupStatusEquals (string) – A FeatureGroup status. Filters by FeatureGroup status.

  • OfflineStoreStatusEquals (string) – An OfflineStore status. Filters by OfflineStore status.

  • CreationTimeAfter (datetime) – Use this parameter to search for ``FeatureGroups``s created after a specific date and time.

  • CreationTimeBefore (datetime) – Use this parameter to search for ``FeatureGroups``s created before a specific date and time.

  • SortOrder (string) – The order in which feature groups are listed.

  • SortBy (string) – The value on which the feature group list is sorted.

  • PaginationConfig (dict) –

    A dictionary that provides parameters to control pagination.

    • MaxItems (integer) –

      The total number of items to return. If the total number of items available is more than the value specified in max-items then a NextToken will be provided in the output that you can use to resume pagination.

    • PageSize (integer) –

      The size of each page.

    • StartingToken (string) –

      A token to specify where to start paginating. This is the NextToken from a previous response.

Return type:



Response Syntax

    'FeatureGroupSummaries': [
            'FeatureGroupName': 'string',
            'FeatureGroupArn': 'string',
            'CreationTime': datetime(2015, 1, 1),
            'FeatureGroupStatus': 'Creating'|'Created'|'CreateFailed'|'Deleting'|'DeleteFailed',
            'OfflineStoreStatus': {
                'Status': 'Active'|'Blocked'|'Disabled',
                'BlockedReason': 'string'


Response Structure

  • (dict) –

    • FeatureGroupSummaries (list) –

      A summary of feature groups.

      • (dict) –

        The name, ARN, CreationTime, FeatureGroup values, LastUpdatedTime and EnableOnlineStorage status of a FeatureGroup.

        • FeatureGroupName (string) –

          The name of FeatureGroup.

        • FeatureGroupArn (string) –

          Unique identifier for the FeatureGroup.

        • CreationTime (datetime) –

          A timestamp indicating the time of creation time of the FeatureGroup.

        • FeatureGroupStatus (string) –

          The status of a FeatureGroup. The status can be any of the following: Creating, Created, CreateFail, Deleting or DetailFail.

        • OfflineStoreStatus (dict) –

          Notifies you if replicating data into the OfflineStore has failed. Returns either: Active or Blocked.

          • Status (string) –

            An OfflineStore status.

          • BlockedReason (string) –

            The justification for why the OfflineStoreStatus is Blocked (if applicable).