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list_algorithms

list_algorithms(**kwargs)

Lists the machine learning algorithms that have been created.

See also: AWS API Documentation

Request Syntax

response = client.list_algorithms(
    CreationTimeAfter=datetime(2015, 1, 1),
    CreationTimeBefore=datetime(2015, 1, 1),
    MaxResults=123,
    NameContains='string',
    NextToken='string',
    SortBy='Name'|'CreationTime',
    SortOrder='Ascending'|'Descending'
)
Parameters
  • CreationTimeAfter (datetime) -- A filter that returns only algorithms created after the specified time (timestamp).
  • CreationTimeBefore (datetime) -- A filter that returns only algorithms created before the specified time (timestamp).
  • MaxResults (integer) -- The maximum number of algorithms to return in the response.
  • NameContains (string) -- A string in the algorithm name. This filter returns only algorithms whose name contains the specified string.
  • NextToken (string) -- If the response to a previous ListAlgorithms request was truncated, the response includes a NextToken . To retrieve the next set of algorithms, use the token in the next request.
  • SortBy (string) -- The parameter by which to sort the results. The default is CreationTime .
  • SortOrder (string) -- The sort order for the results. The default is Ascending .
Return type

dict

Returns

Response Syntax

{
    'AlgorithmSummaryList': [
        {
            'AlgorithmName': 'string',
            'AlgorithmArn': 'string',
            'AlgorithmDescription': 'string',
            'CreationTime': datetime(2015, 1, 1),
            'AlgorithmStatus': 'Pending'|'InProgress'|'Completed'|'Failed'|'Deleting'
        },
    ],
    'NextToken': 'string'
}

Response Structure

  • (dict) --

    • AlgorithmSummaryList (list) --

      >An array of AlgorithmSummary objects, each of which lists an algorithm.

      • (dict) --

        Provides summary information about an algorithm.

        • AlgorithmName (string) --

          The name of the algorithm that is described by the summary.

        • AlgorithmArn (string) --

          The Amazon Resource Name (ARN) of the algorithm.

        • AlgorithmDescription (string) --

          A brief description of the algorithm.

        • CreationTime (datetime) --

          A timestamp that shows when the algorithm was created.

        • AlgorithmStatus (string) --

          The overall status of the algorithm.

    • NextToken (string) --

      If the response is truncated, SageMaker returns this token. To retrieve the next set of algorithms, use it in the subsequent request.