SageMaker / Client / list_model_quality_job_definitions

list_model_quality_job_definitions

SageMaker.Client.list_model_quality_job_definitions(**kwargs)

Gets a list of model quality monitoring job definitions in your account.

See also: AWS API Documentation

Request Syntax

response = client.list_model_quality_job_definitions(
    EndpointName='string',
    SortBy='Name'|'CreationTime',
    SortOrder='Ascending'|'Descending',
    NextToken='string',
    MaxResults=123,
    NameContains='string',
    CreationTimeBefore=datetime(2015, 1, 1),
    CreationTimeAfter=datetime(2015, 1, 1)
)
Parameters:

  • EndpointName (string) – A filter that returns only model quality monitoring job definitions that are associated with the specified endpoint.

  • SortBy (string) – The field to sort results by. The default is CreationTime.

  • SortOrder (string) – Whether to sort the results in Ascending or Descending order. The default is Descending.

  • NextToken (string) – If the result of the previous ListModelQualityJobDefinitions request was truncated, the response includes a NextToken. To retrieve the next set of model quality monitoring job definitions, use the token in the next request.

  • MaxResults (integer) – The maximum number of results to return in a call to ListModelQualityJobDefinitions.

  • NameContains (string) – A string in the transform job name. This filter returns only model quality monitoring job definitions whose name contains the specified string.

  • CreationTimeBefore (datetime) – A filter that returns only model quality monitoring job definitions created before the specified time.

  • CreationTimeAfter (datetime) – A filter that returns only model quality monitoring job definitions created after the specified time.

Return type:

dict

Returns:

Response Syntax

{
    'JobDefinitionSummaries': [
        {
            'MonitoringJobDefinitionName': 'string',
            'MonitoringJobDefinitionArn': 'string',
            'CreationTime': datetime(2015, 1, 1),
            'EndpointName': 'string'
        },
    ],
    'NextToken': 'string'
}

Response Structure

  • (dict) –

    • JobDefinitionSummaries (list) –

      A list of summaries of model quality monitoring job definitions.

      • (dict) –

        Summary information about a monitoring job.

        • MonitoringJobDefinitionName (string) –

          The name of the monitoring job.

        • MonitoringJobDefinitionArn (string) –

          The Amazon Resource Name (ARN) of the monitoring job.

        • CreationTime (datetime) –

          The time that the monitoring job was created.

        • EndpointName (string) –

          The name of the endpoint that the job monitors.

    • NextToken (string) –

      If the response is truncated, Amazon SageMaker AI returns this token. To retrieve the next set of model quality monitoring job definitions, use it in the next request.