ListTrialComponents

class SageMaker.Paginator.ListTrialComponents
paginator = client.get_paginator('list_trial_components')
paginate(**kwargs)

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

See also: AWS API Documentation

Request Syntax

response_iterator = paginator.paginate(
    ExperimentName='string',
    TrialName='string',
    SourceArn='string',
    CreatedAfter=datetime(2015, 1, 1),
    CreatedBefore=datetime(2015, 1, 1),
    SortBy='Name'|'CreationTime',
    SortOrder='Ascending'|'Descending',
    PaginationConfig={
        'MaxItems': 123,
        'PageSize': 123,
        'StartingToken': 'string'
    }
)
Parameters
  • ExperimentName (string) -- A filter that returns only components that are part of the specified experiment. If you specify ExperimentName , you can't filter by SourceArn or TrialName .
  • TrialName (string) -- A filter that returns only components that are part of the specified trial. If you specify TrialName , you can't filter by ExperimentName or SourceArn .
  • SourceArn (string) -- A filter that returns only components that have the specified source Amazon Resource Name (ARN). If you specify SourceArn , you can't filter by ExperimentName or TrialName .
  • CreatedAfter (datetime) -- A filter that returns only components created after the specified time.
  • CreatedBefore (datetime) -- A filter that returns only components created before the specified time.
  • SortBy (string) -- The property used to sort results. The default value is CreationTime .
  • SortOrder (string) -- The sort order. The default value is Descending .
  • 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

dict

Returns

Response Syntax

{
    'TrialComponentSummaries': [
        {
            'TrialComponentName': 'string',
            'TrialComponentArn': 'string',
            'DisplayName': 'string',
            'TrialComponentSource': {
                'SourceArn': 'string',
                'SourceType': 'string'
            },
            'Status': {
                'PrimaryStatus': 'InProgress'|'Completed'|'Failed'|'Stopping'|'Stopped',
                'Message': 'string'
            },
            'StartTime': datetime(2015, 1, 1),
            'EndTime': datetime(2015, 1, 1),
            'CreationTime': datetime(2015, 1, 1),
            'CreatedBy': {
                'UserProfileArn': 'string',
                'UserProfileName': 'string',
                'DomainId': 'string',
                'IamIdentity': {
                    'Arn': 'string',
                    'PrincipalId': 'string',
                    'SourceIdentity': 'string'
                }
            },
            'LastModifiedTime': datetime(2015, 1, 1),
            'LastModifiedBy': {
                'UserProfileArn': 'string',
                'UserProfileName': 'string',
                'DomainId': 'string',
                'IamIdentity': {
                    'Arn': 'string',
                    'PrincipalId': 'string',
                    'SourceIdentity': 'string'
                }
            }
        },
    ],

}

Response Structure

  • (dict) --

    • TrialComponentSummaries (list) --

      A list of the summaries of your trial components.

      • (dict) --

        A summary of the properties of a trial component. To get all the properties, call the DescribeTrialComponent API and provide the TrialComponentName .

        • TrialComponentName (string) --

          The name of the trial component.

        • TrialComponentArn (string) --

          The Amazon Resource Name (ARN) of the trial component.

        • DisplayName (string) --

          The name of the component as displayed. If DisplayName isn't specified, TrialComponentName is displayed.

        • TrialComponentSource (dict) --

          The Amazon Resource Name (ARN) and job type of the source of a trial component.

          • SourceArn (string) --

            The source Amazon Resource Name (ARN).

          • SourceType (string) --

            The source job type.

        • Status (dict) --

          The status of the component. States include:

          • InProgress
          • Completed
          • Failed
          • PrimaryStatus (string) --

            The status of the trial component.

          • Message (string) --

            If the component failed, a message describing why.

        • StartTime (datetime) --

          When the component started.

        • EndTime (datetime) --

          When the component ended.

        • CreationTime (datetime) --

          When the component was created.

        • CreatedBy (dict) --

          Who created the trial component.

          • UserProfileArn (string) --

            The Amazon Resource Name (ARN) of the user's profile.

          • UserProfileName (string) --

            The name of the user's profile.

          • DomainId (string) --

            The domain associated with the user.

          • IamIdentity (dict) --

            The IAM Identity details associated with the user. These details are associated with model package groups, model packages, and project entities only.

            • Arn (string) --

              The Amazon Resource Name (ARN) of the IAM identity.

            • PrincipalId (string) --

              The ID of the principal that assumes the IAM identity.

            • SourceIdentity (string) --

              The person or application which assumes the IAM identity.

        • LastModifiedTime (datetime) --

          When the component was last modified.

        • LastModifiedBy (dict) --

          Who last modified the component.

          • UserProfileArn (string) --

            The Amazon Resource Name (ARN) of the user's profile.

          • UserProfileName (string) --

            The name of the user's profile.

          • DomainId (string) --

            The domain associated with the user.

          • IamIdentity (dict) --

            The IAM Identity details associated with the user. These details are associated with model package groups, model packages, and project entities only.

            • Arn (string) --

              The Amazon Resource Name (ARN) of the IAM identity.

            • PrincipalId (string) --

              The ID of the principal that assumes the IAM identity.

            • SourceIdentity (string) --

              The person or application which assumes the IAM identity.