REQUIRED CreationTime => Str

The date and time that the labeling job was created.

FailureReason => Str

If the job failed, the reason that it failed.

REQUIRED HumanTaskConfig => Paws::SageMaker::HumanTaskConfig

Configuration information required for human workers to complete a labeling task.

REQUIRED InputConfig => Paws::SageMaker::LabelingJobInputConfig

Input configuration information for the labeling job, such as the Amazon S3 location of the data objects and the location of the manifest file that describes the data objects.

REQUIRED JobReferenceCode => Str

A unique identifier for work done as part of a labeling job.

LabelAttributeName => Str

The attribute used as the label in the output manifest file.

LabelCategoryConfigS3Uri => Str

The S3 location of the JSON file that defines the categories used to label data objects.

The file is a JSON structure in the following format:


"document-version": "2018-11-28"

"labels": [


"label": "label 1"



"label": "label 2"




"label": "label n"




REQUIRED LabelCounters => Paws::SageMaker::LabelCounters

Provides a breakdown of the number of data objects labeled by humans, the number of objects labeled by machine, the number of objects than couldn't be labeled, and the total number of objects labeled.

LabelingJobAlgorithmsConfig => Paws::SageMaker::LabelingJobAlgorithmsConfig

Configuration information for automated data labeling.

REQUIRED LabelingJobArn => Str

The Amazon Resource Name (ARN) of the labeling job.

REQUIRED LabelingJobName => Str

The name assigned to the labeling job when it was created.

LabelingJobOutput => Paws::SageMaker::LabelingJobOutput

The location of the output produced by the labeling job.

REQUIRED LabelingJobStatus => Str

The processing status of the labeling job.

Valid values are: "InProgress", "Completed", "Failed", "Stopping", "Stopped" =head2 REQUIRED LastModifiedTime => Str

The date and time that the labeling job was last updated.

REQUIRED OutputConfig => Paws::SageMaker::LabelingJobOutputConfig

The location of the job's output data and the AWS Key Management Service key ID for the key used to encrypt the output data, if any.

REQUIRED RoleArn => Str

The Amazon Resource Name (ARN) that Amazon SageMaker assumes to perform tasks on your behalf during data labeling.

StoppingConditions => Paws::SageMaker::LabelingJobStoppingConditions

A set of conditions for stopping a labeling job. If any of the conditions are met, the job is automatically stopped.

Tags => ArrayRef[Paws::SageMaker::Tag]

An array of key/value pairs. For more information, see Using Cost Allocation Tags ( in the AWS Billing and Cost Management User Guide.

_request_id => Str