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[ aws . sagemaker ]

list-model-quality-job-definitions

Description

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

See also: AWS API Documentation

See 'aws help' for descriptions of global parameters.

list-model-quality-job-definitions is a paginated operation. Multiple API calls may be issued in order to retrieve the entire data set of results. You can disable pagination by providing the --no-paginate argument. When using --output text and the --query argument on a paginated response, the --query argument must extract data from the results of the following query expressions: JobDefinitionSummaries

Synopsis

  list-model-quality-job-definitions
[--endpoint-name <value>]
[--sort-by <value>]
[--sort-order <value>]
[--name-contains <value>]
[--creation-time-before <value>]
[--creation-time-after <value>]
[--cli-input-json <value>]
[--starting-token <value>]
[--page-size <value>]
[--max-items <value>]
[--generate-cli-skeleton <value>]

Options

--endpoint-name (string)

A filter that returns only model quality monitoring job definitions that are associated with the specified endpoint.

--sort-by (string)

The field to sort results by. The default is CreationTime .

Possible values:

  • Name
  • CreationTime

--sort-order (string)

The sort order for results. The default is Descending .

Possible values:

  • Ascending
  • Descending

--name-contains (string)

A string in the transform job name. This filter returns only model quality monitoring job definitions whose name contains the specified string.

--creation-time-before (timestamp)

A filter that returns only model quality monitoring job definitions created before the specified time.

--creation-time-after (timestamp)

A filter that returns only model quality monitoring job definitions created after the specified time.

--cli-input-json (string) Performs service operation based on the JSON string provided. The JSON string follows the format provided by --generate-cli-skeleton. If other arguments are provided on the command line, the CLI values will override the JSON-provided values. It is not possible to pass arbitrary binary values using a JSON-provided value as the string will be taken literally.

--starting-token (string)

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

For usage examples, see Pagination in the AWS Command Line Interface User Guide .

--page-size (integer)

The size of each page to get in the AWS service call. This does not affect the number of items returned in the command's output. Setting a smaller page size results in more calls to the AWS service, retrieving fewer items in each call. This can help prevent the AWS service calls from timing out.

For usage examples, see Pagination in the AWS Command Line Interface User Guide .

--max-items (integer)

The total number of items to return in the command's output. If the total number of items available is more than the value specified, a NextToken is provided in the command's output. To resume pagination, provide the NextToken value in the starting-token argument of a subsequent command. Do not use the NextToken response element directly outside of the AWS CLI.

For usage examples, see Pagination in the AWS Command Line Interface User Guide .

--generate-cli-skeleton (string) Prints a JSON skeleton to standard output without sending an API request. If provided with no value or the value input, prints a sample input JSON that can be used as an argument for --cli-input-json. If provided with the value output, it validates the command inputs and returns a sample output JSON for that command.

See 'aws help' for descriptions of global parameters.

Output

JobDefinitionSummaries -> (list)

A list of summaries of model quality monitoring job definitions.

(structure)

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 -> (timestamp)

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 returns this token. To retrieve the next set of model quality monitoring job definitions, use it in the next request.