class Aws::SageMaker::Types::DescribeLabelingJobResponse

@!attribute [rw] labeling_job_status

The processing status of the labeling job.
@return [String]

@!attribute [rw] label_counters

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.
@return [Types::LabelCounters]

@!attribute [rw] failure_reason

If the job failed, the reason that it failed.
@return [String]

@!attribute [rw] creation_time

The date and time that the labeling job was created.
@return [Time]

@!attribute [rw] last_modified_time

The date and time that the labeling job was last updated.
@return [Time]

@!attribute [rw] job_reference_code

A unique identifier for work done as part of a labeling job.
@return [String]

@!attribute [rw] labeling_job_name

The name assigned to the labeling job when it was created.
@return [String]

@!attribute [rw] labeling_job_arn

The Amazon Resource Name (ARN) of the labeling job.
@return [String]

@!attribute [rw] label_attribute_name

The attribute used as the label in the output manifest file.
@return [String]

@!attribute [rw] input_config

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.
@return [Types::LabelingJobInputConfig]

@!attribute [rw] output_config

The location of the job's output data and the Amazon Web Services
Key Management Service key ID for the key used to encrypt the output
data, if any.
@return [Types::LabelingJobOutputConfig]

@!attribute [rw] role_arn

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

@!attribute [rw] label_category_config_s3_uri

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 labels

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"`

` \}`

` ]`

`\}`
@return [String]

@!attribute [rw] stopping_conditions

A set of conditions for stopping a labeling job. If any of the
conditions are met, the job is automatically stopped.
@return [Types::LabelingJobStoppingConditions]

@!attribute [rw] labeling_job_algorithms_config

Configuration information for automated data labeling.
@return [Types::LabelingJobAlgorithmsConfig]

@!attribute [rw] human_task_config

Configuration information required for human workers to complete a
labeling task.
@return [Types::HumanTaskConfig]

@!attribute [rw] tags

An array of key-value pairs. You can use tags to categorize your
Amazon Web Services resources in different ways, for example, by
purpose, owner, or environment. For more information, see [Tagging
Amazon Web Services Resources][1].

[1]: https://docs.aws.amazon.com/general/latest/gr/aws_tagging.html
@return [Array<Types::Tag>]

@!attribute [rw] labeling_job_output

The location of the output produced by the labeling job.
@return [Types::LabelingJobOutput]

@see docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeLabelingJobResponse AWS API Documentation

Constants

SENSITIVE