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

Inherits:

Struct

Object
Struct
Aws::SageMaker::Types::DescribeLabelingJobResponse

show all

Includes:: Aws::Structure

Defined in:: lib/aws-sdk-sagemaker/types.rb

Overview

Constant Summary collapse

SENSITIVE =

[]

Instance Attribute Summary collapse

#creation_time ⇒ Time

The date and time that the labeling job was created.
#failure_reason ⇒ String

If the job failed, the reason that it failed.
#human_task_config ⇒ Types::HumanTaskConfig

Configuration information required for human workers to complete a labeling task.
#input_config ⇒ 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_code ⇒ String

A unique identifier for work done as part of a labeling job.
#label_attribute_name ⇒ String

The attribute used as the label in the output manifest file.
#label_category_config_s3_uri ⇒ String

The S3 location of the JSON file that defines the categories used to label data objects.
#label_counters ⇒ 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_config ⇒ Types::LabelingJobAlgorithmsConfig

Configuration information for automated data labeling.
#labeling_job_arn ⇒ String

The Amazon Resource Name (ARN) of the labeling job.
#labeling_job_name ⇒ String

The name assigned to the labeling job when it was created.
#labeling_job_output ⇒ Types::LabelingJobOutput

The location of the output produced by the labeling job.
#labeling_job_status ⇒ String

The processing status of the labeling job.
#last_modified_time ⇒ Time

The date and time that the labeling job was last updated.
#output_config ⇒ Types::LabelingJobOutputConfig

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.
#role_arn ⇒ String

The Amazon Resource Name (ARN) that SageMaker assumes to perform tasks on your behalf during data labeling.
#stopping_conditions ⇒ Types::LabelingJobStoppingConditions

A set of conditions for stopping a labeling job.
#tags ⇒ Array<Types::Tag>

An array of key-value pairs.

Instance Attribute Details

#creation_time ⇒ `Time`

The date and time that the labeling job was created.

Returns:

(Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 20465

class DescribeLabelingJobResponse < Struct.new(
  :labeling_job_status,
  :label_counters,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :job_reference_code,
  :labeling_job_name,
  :labeling_job_arn,
  :label_attribute_name,
  :input_config,
  :output_config,
  :role_arn,
  :label_category_config_s3_uri,
  :stopping_conditions,
  :labeling_job_algorithms_config,
  :human_task_config,
  :tags,
  :labeling_job_output)
  SENSITIVE = []
  include Aws::Structure
end

#failure_reason ⇒ `String`

If the job failed, the reason that it failed.

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 20465

class DescribeLabelingJobResponse < Struct.new(
  :labeling_job_status,
  :label_counters,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :job_reference_code,
  :labeling_job_name,
  :labeling_job_arn,
  :label_attribute_name,
  :input_config,
  :output_config,
  :role_arn,
  :label_category_config_s3_uri,
  :stopping_conditions,
  :labeling_job_algorithms_config,
  :human_task_config,
  :tags,
  :labeling_job_output)
  SENSITIVE = []
  include Aws::Structure
end

#human_task_config ⇒ `Types::HumanTaskConfig`

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

Returns:

(Types::HumanTaskConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 20465

class DescribeLabelingJobResponse < Struct.new(
  :labeling_job_status,
  :label_counters,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :job_reference_code,
  :labeling_job_name,
  :labeling_job_arn,
  :label_attribute_name,
  :input_config,
  :output_config,
  :role_arn,
  :label_category_config_s3_uri,
  :stopping_conditions,
  :labeling_job_algorithms_config,
  :human_task_config,
  :tags,
  :labeling_job_output)
  SENSITIVE = []
  include Aws::Structure
end

#input_config ⇒ `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.

Returns:

(Types::LabelingJobInputConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 20465

class DescribeLabelingJobResponse < Struct.new(
  :labeling_job_status,
  :label_counters,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :job_reference_code,
  :labeling_job_name,
  :labeling_job_arn,
  :label_attribute_name,
  :input_config,
  :output_config,
  :role_arn,
  :label_category_config_s3_uri,
  :stopping_conditions,
  :labeling_job_algorithms_config,
  :human_task_config,
  :tags,
  :labeling_job_output)
  SENSITIVE = []
  include Aws::Structure
end

#job_reference_code ⇒ `String`

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

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 20465

class DescribeLabelingJobResponse < Struct.new(
  :labeling_job_status,
  :label_counters,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :job_reference_code,
  :labeling_job_name,
  :labeling_job_arn,
  :label_attribute_name,
  :input_config,
  :output_config,
  :role_arn,
  :label_category_config_s3_uri,
  :stopping_conditions,
  :labeling_job_algorithms_config,
  :human_task_config,
  :tags,
  :labeling_job_output)
  SENSITIVE = []
  include Aws::Structure
end

#label_attribute_name ⇒ `String`

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

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 20465

class DescribeLabelingJobResponse < Struct.new(
  :labeling_job_status,
  :label_counters,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :job_reference_code,
  :labeling_job_name,
  :labeling_job_arn,
  :label_attribute_name,
  :input_config,
  :output_config,
  :role_arn,
  :label_category_config_s3_uri,
  :stopping_conditions,
  :labeling_job_algorithms_config,
  :human_task_config,
  :tags,
  :labeling_job_output)
  SENSITIVE = []
  include Aws::Structure
end

#label_category_config_s3_uri ⇒ `String`

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”`

‘ }`

‘ ]`

‘}`

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 20465

class DescribeLabelingJobResponse < Struct.new(
  :labeling_job_status,
  :label_counters,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :job_reference_code,
  :labeling_job_name,
  :labeling_job_arn,
  :label_attribute_name,
  :input_config,
  :output_config,
  :role_arn,
  :label_category_config_s3_uri,
  :stopping_conditions,
  :labeling_job_algorithms_config,
  :human_task_config,
  :tags,
  :labeling_job_output)
  SENSITIVE = []
  include Aws::Structure
end

#label_counters ⇒ `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.

Returns:

(Types::LabelCounters)

# File 'lib/aws-sdk-sagemaker/types.rb', line 20465

class DescribeLabelingJobResponse < Struct.new(
  :labeling_job_status,
  :label_counters,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :job_reference_code,
  :labeling_job_name,
  :labeling_job_arn,
  :label_attribute_name,
  :input_config,
  :output_config,
  :role_arn,
  :label_category_config_s3_uri,
  :stopping_conditions,
  :labeling_job_algorithms_config,
  :human_task_config,
  :tags,
  :labeling_job_output)
  SENSITIVE = []
  include Aws::Structure
end

#labeling_job_algorithms_config ⇒ `Types::LabelingJobAlgorithmsConfig`

Configuration information for automated data labeling.

Returns:

(Types::LabelingJobAlgorithmsConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 20465

class DescribeLabelingJobResponse < Struct.new(
  :labeling_job_status,
  :label_counters,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :job_reference_code,
  :labeling_job_name,
  :labeling_job_arn,
  :label_attribute_name,
  :input_config,
  :output_config,
  :role_arn,
  :label_category_config_s3_uri,
  :stopping_conditions,
  :labeling_job_algorithms_config,
  :human_task_config,
  :tags,
  :labeling_job_output)
  SENSITIVE = []
  include Aws::Structure
end

#labeling_job_arn ⇒ `String`

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

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 20465

class DescribeLabelingJobResponse < Struct.new(
  :labeling_job_status,
  :label_counters,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :job_reference_code,
  :labeling_job_name,
  :labeling_job_arn,
  :label_attribute_name,
  :input_config,
  :output_config,
  :role_arn,
  :label_category_config_s3_uri,
  :stopping_conditions,
  :labeling_job_algorithms_config,
  :human_task_config,
  :tags,
  :labeling_job_output)
  SENSITIVE = []
  include Aws::Structure
end

#labeling_job_name ⇒ `String`

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

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 20465

class DescribeLabelingJobResponse < Struct.new(
  :labeling_job_status,
  :label_counters,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :job_reference_code,
  :labeling_job_name,
  :labeling_job_arn,
  :label_attribute_name,
  :input_config,
  :output_config,
  :role_arn,
  :label_category_config_s3_uri,
  :stopping_conditions,
  :labeling_job_algorithms_config,
  :human_task_config,
  :tags,
  :labeling_job_output)
  SENSITIVE = []
  include Aws::Structure
end

#labeling_job_output ⇒ `Types::LabelingJobOutput`

The location of the output produced by the labeling job.

Returns:

(Types::LabelingJobOutput)

# File 'lib/aws-sdk-sagemaker/types.rb', line 20465

class DescribeLabelingJobResponse < Struct.new(
  :labeling_job_status,
  :label_counters,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :job_reference_code,
  :labeling_job_name,
  :labeling_job_arn,
  :label_attribute_name,
  :input_config,
  :output_config,
  :role_arn,
  :label_category_config_s3_uri,
  :stopping_conditions,
  :labeling_job_algorithms_config,
  :human_task_config,
  :tags,
  :labeling_job_output)
  SENSITIVE = []
  include Aws::Structure
end

#labeling_job_status ⇒ `String`

The processing status of the labeling job.

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 20465

class DescribeLabelingJobResponse < Struct.new(
  :labeling_job_status,
  :label_counters,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :job_reference_code,
  :labeling_job_name,
  :labeling_job_arn,
  :label_attribute_name,
  :input_config,
  :output_config,
  :role_arn,
  :label_category_config_s3_uri,
  :stopping_conditions,
  :labeling_job_algorithms_config,
  :human_task_config,
  :tags,
  :labeling_job_output)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_time ⇒ `Time`

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

Returns:

(Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 20465

class DescribeLabelingJobResponse < Struct.new(
  :labeling_job_status,
  :label_counters,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :job_reference_code,
  :labeling_job_name,
  :labeling_job_arn,
  :label_attribute_name,
  :input_config,
  :output_config,
  :role_arn,
  :label_category_config_s3_uri,
  :stopping_conditions,
  :labeling_job_algorithms_config,
  :human_task_config,
  :tags,
  :labeling_job_output)
  SENSITIVE = []
  include Aws::Structure
end

#output_config ⇒ `Types::LabelingJobOutputConfig`

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.

Returns:

(Types::LabelingJobOutputConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 20465

class DescribeLabelingJobResponse < Struct.new(
  :labeling_job_status,
  :label_counters,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :job_reference_code,
  :labeling_job_name,
  :labeling_job_arn,
  :label_attribute_name,
  :input_config,
  :output_config,
  :role_arn,
  :label_category_config_s3_uri,
  :stopping_conditions,
  :labeling_job_algorithms_config,
  :human_task_config,
  :tags,
  :labeling_job_output)
  SENSITIVE = []
  include Aws::Structure
end

#role_arn ⇒ `String`

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

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 20465

class DescribeLabelingJobResponse < Struct.new(
  :labeling_job_status,
  :label_counters,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :job_reference_code,
  :labeling_job_name,
  :labeling_job_arn,
  :label_attribute_name,
  :input_config,
  :output_config,
  :role_arn,
  :label_category_config_s3_uri,
  :stopping_conditions,
  :labeling_job_algorithms_config,
  :human_task_config,
  :tags,
  :labeling_job_output)
  SENSITIVE = []
  include Aws::Structure
end

#stopping_conditions ⇒ `Types::LabelingJobStoppingConditions`

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

Returns:

(Types::LabelingJobStoppingConditions)

# File 'lib/aws-sdk-sagemaker/types.rb', line 20465

class DescribeLabelingJobResponse < Struct.new(
  :labeling_job_status,
  :label_counters,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :job_reference_code,
  :labeling_job_name,
  :labeling_job_arn,
  :label_attribute_name,
  :input_config,
  :output_config,
  :role_arn,
  :label_category_config_s3_uri,
  :stopping_conditions,
  :labeling_job_algorithms_config,
  :human_task_config,
  :tags,
  :labeling_job_output)
  SENSITIVE = []
  include Aws::Structure
end

#tags ⇒ `Array<Types::Tag>`

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]: docs.aws.amazon.com/general/latest/gr/aws_tagging.html

Returns:

(Array<Types::Tag>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 20465

class DescribeLabelingJobResponse < Struct.new(
  :labeling_job_status,
  :label_counters,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :job_reference_code,
  :labeling_job_name,
  :labeling_job_arn,
  :label_attribute_name,
  :input_config,
  :output_config,
  :role_arn,
  :label_category_config_s3_uri,
  :stopping_conditions,
  :labeling_job_algorithms_config,
  :human_task_config,
  :tags,
  :labeling_job_output)
  SENSITIVE = []
  include Aws::Structure
end

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

Overview

Constant Summary collapse

Instance Attribute Summary collapse

Instance Attribute Details

#creation_time ⇒ Time

#failure_reason ⇒ String

#human_task_config ⇒ Types::HumanTaskConfig

#input_config ⇒ Types::LabelingJobInputConfig

#job_reference_code ⇒ String

#label_attribute_name ⇒ String

#label_category_config_s3_uri ⇒ String

#label_counters ⇒ Types::LabelCounters

#labeling_job_algorithms_config ⇒ Types::LabelingJobAlgorithmsConfig

#labeling_job_arn ⇒ String

#labeling_job_name ⇒ String

#labeling_job_output ⇒ Types::LabelingJobOutput

#labeling_job_status ⇒ String

#last_modified_time ⇒ Time

#output_config ⇒ Types::LabelingJobOutputConfig

#role_arn ⇒ String

#stopping_conditions ⇒ Types::LabelingJobStoppingConditions

#tags ⇒ Array<Types::Tag>

#creation_time ⇒ `Time`

#failure_reason ⇒ `String`

#human_task_config ⇒ `Types::HumanTaskConfig`

#input_config ⇒ `Types::LabelingJobInputConfig`

#job_reference_code ⇒ `String`

#label_attribute_name ⇒ `String`

#label_category_config_s3_uri ⇒ `String`

#label_counters ⇒ `Types::LabelCounters`

#labeling_job_algorithms_config ⇒ `Types::LabelingJobAlgorithmsConfig`

#labeling_job_arn ⇒ `String`

#labeling_job_name ⇒ `String`

#labeling_job_output ⇒ `Types::LabelingJobOutput`

#labeling_job_status ⇒ `String`

#last_modified_time ⇒ `Time`

#output_config ⇒ `Types::LabelingJobOutputConfig`

#role_arn ⇒ `String`

#stopping_conditions ⇒ `Types::LabelingJobStoppingConditions`

#tags ⇒ `Array<Types::Tag>`