describe_dataset

describe_dataset(**kwargs)

Describes an Amazon Rekognition Custom Labels dataset. You can get information such as the current status of a dataset and statistics about the images and labels in a dataset.

This operation requires permissions to perform the rekognition:DescribeDataset action.

See also: AWS API Documentation

Request Syntax

response = client.describe_dataset(
    DatasetArn='string'
)

Parameters

DatasetArn (string) --

[REQUIRED]

The Amazon Resource Name (ARN) of the dataset that you want to describe.

Return type

dict

Returns

Response Syntax

{
    'DatasetDescription': {
        'CreationTimestamp': datetime(2015, 1, 1),
        'LastUpdatedTimestamp': datetime(2015, 1, 1),
        'Status': 'CREATE_IN_PROGRESS'|'CREATE_COMPLETE'|'CREATE_FAILED'|'UPDATE_IN_PROGRESS'|'UPDATE_COMPLETE'|'UPDATE_FAILED'|'DELETE_IN_PROGRESS',
        'StatusMessage': 'string',
        'StatusMessageCode': 'SUCCESS'|'SERVICE_ERROR'|'CLIENT_ERROR',
        'DatasetStats': {
            'LabeledEntries': 123,
            'TotalEntries': 123,
            'TotalLabels': 123,
            'ErrorEntries': 123
        }
    }
}

Response Structure

• (dict) --
  • DatasetDescription (dict) --

    The description for the dataset.

    • CreationTimestamp (datetime) --

      The Unix timestamp for the time and date that the dataset was created.

    • LastUpdatedTimestamp (datetime) --

      The Unix timestamp for the date and time that the dataset was last updated.

    • Status (string) --

      The status of the dataset.

    • StatusMessage (string) --

      The status message for the dataset.

    • StatusMessageCode (string) --

      The status message code for the dataset operation. If a service error occurs, try the API call again later. If a client error occurs, check the input parameters to the dataset API call that failed.

    • DatasetStats (dict) --

      The status message code for the dataset.

      • LabeledEntries (integer) --

        The total number of images in the dataset that have labels.

      • TotalEntries (integer) --

        The total number of images in the dataset.

      • TotalLabels (integer) --

        The total number of labels declared in the dataset.

      • ErrorEntries (integer) --

        The total number of entries that contain at least one error.

Exceptions

• Rekognition.Client.exceptions.InternalServerError
• Rekognition.Client.exceptions.ThrottlingException
• Rekognition.Client.exceptions.ProvisionedThroughputExceededException
• Rekognition.Client.exceptions.InvalidParameterException
• Rekognition.Client.exceptions.AccessDeniedException
• Rekognition.Client.exceptions.ResourceNotFoundException