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Class: Aws::SageMaker::Types::DescribeLabelingJobResponse

Inherits:
Struct
  • Object
show all
Defined in:
(unknown)

Overview

Instance Attribute Summary collapse

Instance Attribute Details

#creation_timeTime

The date and time that the labeling job was created.

Returns:

  • (Time)

    The date and time that the labeling job was created.

#failure_reasonString

If the job failed, the reason that it failed.

Returns:

  • (String)

    If the job failed, the reason that it failed.

#human_task_configTypes::HumanTaskConfig

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

Returns:

  • (Types::HumanTaskConfig)

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

#input_configTypes::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.

Returns:

  • (Types::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.

#job_reference_codeString

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

Returns:

  • (String)

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

#label_attribute_nameString

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

Returns:

  • (String)

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

#label_category_config_s3_uriString

The S3 location of the JSON file that defines the categories used to label data objects. Please note the following label-category limits:

  • Semantic segmentation labeling jobs using automated labeling: 20 labels

  • Box bounding labeling jobs (all): 10 lables

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"

}

]

}

Returns:

  • (String)

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

#label_countersTypes::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.

Returns:

  • (Types::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.

#labeling_job_algorithms_configTypes::LabelingJobAlgorithmsConfig

Configuration information for automated data labeling.

Returns:

#labeling_job_arnString

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

Returns:

  • (String)

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

#labeling_job_nameString

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

Returns:

  • (String)

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

#labeling_job_outputTypes::LabelingJobOutput

The location of the output produced by the labeling job.

Returns:

#labeling_job_statusString

The processing status of the labeling job.

Possible values:

  • InProgress
  • Completed
  • Failed
  • Stopping
  • Stopped

Returns:

  • (String)

    The processing status of the labeling job.

#last_modified_timeTime

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

Returns:

  • (Time)

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

#output_configTypes::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.

Returns:

  • (Types::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.

#role_arnString

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

Returns:

  • (String)

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

#stopping_conditionsTypes::LabelingJobStoppingConditions

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

Returns:

#tagsArray<Types::Tag>

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

Returns:

  • (Array<Types::Tag>)

    An array of key/value pairs.