Bedrock / Paginator / ListModelCustomizationJobs

ListModelCustomizationJobs

class Bedrock.Paginator.ListModelCustomizationJobs

paginator = client.get_paginator('list_model_customization_jobs')

paginate(**kwargs)

Creates an iterator that will paginate through responses from Bedrock.Client.list_model_customization_jobs().

See also: AWS API Documentation

Request Syntax

response_iterator = paginator.paginate(
    creationTimeAfter=datetime(2015, 1, 1),
    creationTimeBefore=datetime(2015, 1, 1),
    statusEquals='InProgress'|'Completed'|'Failed'|'Stopping'|'Stopped',
    nameContains='string',
    sortBy='CreationTime',
    sortOrder='Ascending'|'Descending',
    PaginationConfig={
        'MaxItems': 123,
        'PageSize': 123,
        'StartingToken': 'string'
    }
)

Parameters:

• creationTimeAfter (datetime) – Return customization jobs created after the specified time.

• creationTimeBefore (datetime) – Return customization jobs created before the specified time.

• statusEquals (string) – Return customization jobs with the specified status.

• nameContains (string) – Return customization jobs only if the job name contains these characters.

• sortBy (string) – The field to sort by in the returned list of jobs.

• sortOrder (string) – The sort order of the results.

• 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

{
    'modelCustomizationJobSummaries': [
        {
            'jobArn': 'string',
            'baseModelArn': 'string',
            'jobName': 'string',
            'status': 'InProgress'|'Completed'|'Failed'|'Stopping'|'Stopped',
            'statusDetails': {
                'validationDetails': {
                    'status': 'InProgress'|'Completed'|'Stopping'|'Stopped'|'Failed'|'NotStarted',
                    'creationTime': datetime(2015, 1, 1),
                    'lastModifiedTime': datetime(2015, 1, 1)
                },
                'dataProcessingDetails': {
                    'status': 'InProgress'|'Completed'|'Stopping'|'Stopped'|'Failed'|'NotStarted',
                    'creationTime': datetime(2015, 1, 1),
                    'lastModifiedTime': datetime(2015, 1, 1)
                },
                'trainingDetails': {
                    'status': 'InProgress'|'Completed'|'Stopping'|'Stopped'|'Failed'|'NotStarted',
                    'creationTime': datetime(2015, 1, 1),
                    'lastModifiedTime': datetime(2015, 1, 1)
                }
            },
            'lastModifiedTime': datetime(2015, 1, 1),
            'creationTime': datetime(2015, 1, 1),
            'endTime': datetime(2015, 1, 1),
            'customModelArn': 'string',
            'customModelName': 'string',
            'customizationType': 'FINE_TUNING'|'CONTINUED_PRE_TRAINING'|'DISTILLATION'|'REINFORCEMENT_FINE_TUNING'|'IMPORTED'
        },
    ],
    'NextToken': 'string'
}

Response Structure

• (dict) –

  • modelCustomizationJobSummaries (list) –

    Job summaries.

    • (dict) –

      Information about one customization job

      • jobArn (string) –

        Amazon Resource Name (ARN) of the customization job.

      • baseModelArn (string) –

        Amazon Resource Name (ARN) of the base model.

      • jobName (string) –

        Name of the customization job.

      • status (string) –

        Status of the customization job.

      • statusDetails (dict) –

        Details about the status of the data processing sub-task of the job.

        • validationDetails (dict) –

          The status details for the validation sub-task of the job.

          • status (string) –

            The status of the validation sub-task of the job.

          • creationTime (datetime) –

            The start time of the validation sub-task of the job.

          • lastModifiedTime (datetime) –

            The latest update to the validation sub-task of the job.

        • dataProcessingDetails (dict) –

          The status details for the data processing sub-task of the job.

          • status (string) –

            The status of the data processing sub-task of the job.

          • creationTime (datetime) –

            The start time of the data processing sub-task of the job.

          • lastModifiedTime (datetime) –

            The latest update to the data processing sub-task of the job.

        • trainingDetails (dict) –

          The status details for the training sub-task of the job.

          • status (string) –

            The status of the training sub-task of the job.

          • creationTime (datetime) –

            The start time of the training sub-task of the job.

          • lastModifiedTime (datetime) –

            The latest update to the training sub-task of the job.

      • lastModifiedTime (datetime) –

        Time that the customization job was last modified.

      • creationTime (datetime) –

        Creation time of the custom model.

      • endTime (datetime) –

        Time that the customization job ended.

      • customModelArn (string) –

        Amazon Resource Name (ARN) of the custom model.

      • customModelName (string) –

        Name of the custom model.

      • customizationType (string) –

        Specifies whether to carry out continued pre-training of a model or whether to fine-tune it. For more information, see Custom models.

  • NextToken (string) –

    A token to resume pagination.