ListInferenceExperiments

class SageMaker.Paginator.ListInferenceExperiments

paginator = client.get_paginator('list_inference_experiments')

paginate(**kwargs)

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

See also: AWS API Documentation

Request Syntax

response_iterator = paginator.paginate(
    NameContains='string',
    Type='ShadowMode',
    StatusEquals='Creating'|'Created'|'Updating'|'Running'|'Starting'|'Stopping'|'Completed'|'Cancelled',
    CreationTimeAfter=datetime(2015, 1, 1),
    CreationTimeBefore=datetime(2015, 1, 1),
    LastModifiedTimeAfter=datetime(2015, 1, 1),
    LastModifiedTimeBefore=datetime(2015, 1, 1),
    SortBy='Name'|'CreationTime'|'Status',
    SortOrder='Ascending'|'Descending',
    PaginationConfig={
        'MaxItems': 123,
        'PageSize': 123,
        'StartingToken': 'string'
    }
)

Parameters

• NameContains (string) -- Selects inference experiments whose names contain this name.
• Type (string) -- Selects inference experiments of this type. For the possible types of inference experiments, see CreateInferenceExperimentRequest$Type.
• StatusEquals (string) -- Selects inference experiments which are in this status. For the possible statuses, see DescribeInferenceExperimentResponse$Status.
• CreationTimeAfter (datetime) -- Selects inference experiments which were created after this timestamp.
• CreationTimeBefore (datetime) -- Selects inference experiments which were created before this timestamp.
• LastModifiedTimeAfter (datetime) -- Selects inference experiments which were last modified after this timestamp.
• LastModifiedTimeBefore (datetime) -- Selects inference experiments which were last modified before this timestamp.
• SortBy (string) -- The column by which to sort the listed inference experiments.
• SortOrder (string) -- The direction of sorting (ascending or 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

{
    'InferenceExperiments': [
        {
            'Name': 'string',
            'Type': 'ShadowMode',
            'Schedule': {
                'StartTime': datetime(2015, 1, 1),
                'EndTime': datetime(2015, 1, 1)
            },
            'Status': 'Creating'|'Created'|'Updating'|'Running'|'Starting'|'Stopping'|'Completed'|'Cancelled',
            'StatusReason': 'string',
            'Description': 'string',
            'CreationTime': datetime(2015, 1, 1),
            'CompletionTime': datetime(2015, 1, 1),
            'LastModifiedTime': datetime(2015, 1, 1),
            'RoleArn': 'string'
        },
    ],

}

Response Structure

• (dict) --

  • InferenceExperiments (list) --

    List of inference experiments.

    • (dict) --

      Lists a summary of properties of an inference experiment.

      • Name (string) --

        The name of the inference experiment.

      • Type (string) --

        The type of the inference experiment.

      • Schedule (dict) --

        The duration for which the inference experiment ran or will run.

        The maximum duration that you can set for an inference experiment is 30 days.

        • StartTime (datetime) --

          The timestamp at which the inference experiment started or will start.

        • EndTime (datetime) --

          The timestamp at which the inference experiment ended or will end.

      • Status (string) --

        The status of the inference experiment.

      • StatusReason (string) --

        The error message for the inference experiment status result.

      • Description (string) --

        The description of the inference experiment.

      • CreationTime (datetime) --

        The timestamp at which the inference experiment was created.

      • CompletionTime (datetime) --

        The timestamp at which the inference experiment was completed.

      • LastModifiedTime (datetime) --

        The timestamp when you last modified the inference experiment.

      • RoleArn (string) --

        The ARN of the IAM role that Amazon SageMaker can assume to access model artifacts and container images, and manage Amazon SageMaker Inference endpoints for model deployment.