Class: Aws::SageMaker::Types::DescribeProcessingJobResponse

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::DescribeProcessingJobResponse

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #app_specification ⇒ Types::AppSpecification

  Configures the processing job to run a specified container image.

• #auto_ml_job_arn ⇒ String

  The ARN of an AutoML job associated with this processing job.

• #creation_time ⇒ Time

  The time at which the processing job was created.

• #environment ⇒ Hash<String,String>

  The environment variables set in the Docker container.

• #exit_message ⇒ String

  An optional string, up to one KB in size, that contains metadata from the processing container when the processing job exits.

• #experiment_config ⇒ Types::ExperimentConfig

  The configuration information used to create an experiment.

• #failure_reason ⇒ String

  A string, up to one KB in size, that contains the reason a processing job failed, if it failed.

• #last_modified_time ⇒ Time

  The time at which the processing job was last modified.

• #monitoring_schedule_arn ⇒ String

  The ARN of a monitoring schedule for an endpoint associated with this processing job.

• #network_config ⇒ Types::NetworkConfig

  Networking options for a processing job.

• #processing_end_time ⇒ Time

  The time at which the processing job completed.

• #processing_inputs ⇒ Array<Types::ProcessingInput>

  The inputs for a processing job.

• #processing_job_arn ⇒ String

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

• #processing_job_name ⇒ String

  The name of the processing job.

• #processing_job_status ⇒ String

  Provides the status of a processing job.

• #processing_output_config ⇒ Types::ProcessingOutputConfig

  Output configuration for the processing job.

• #processing_resources ⇒ Types::ProcessingResources

  Identifies the resources, ML compute instances, and ML storage volumes to deploy for a processing job.

• #processing_start_time ⇒ Time

  The time at which the processing job started.

• #role_arn ⇒ String

  The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

• #stopping_condition ⇒ Types::ProcessingStoppingCondition

  The time limit for how long the processing job is allowed to run.

• #training_job_arn ⇒ String

  The ARN of a training job associated with this processing job.

Instance Attribute Details

#app_specification ⇒ Types::AppSpecification

Configures the processing job to run a specified container image.

Returns:

• (Types::AppSpecification)

# File 'lib/aws-sdk-sagemaker/types.rb', line 16124

class DescribeProcessingJobResponse < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_arn ⇒ String

The ARN of an AutoML job associated with this processing job.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 16124

class DescribeProcessingJobResponse < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn)
  SENSITIVE = []
  include Aws::Structure
end

#creation_time ⇒ Time

The time at which the processing job was created.

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 16124

class DescribeProcessingJobResponse < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn)
  SENSITIVE = []
  include Aws::Structure
end

#environment ⇒ Hash<String,String>

The environment variables set in the Docker container.

Returns:

• (Hash<String,String>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 16124

class DescribeProcessingJobResponse < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn)
  SENSITIVE = []
  include Aws::Structure
end

#exit_message ⇒ String

An optional string, up to one KB in size, that contains metadata from the processing container when the processing job exits.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 16124

class DescribeProcessingJobResponse < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn)
  SENSITIVE = []
  include Aws::Structure
end

#experiment_config ⇒ Types::ExperimentConfig

The configuration information used to create an experiment.

Returns:

• (Types::ExperimentConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 16124

class DescribeProcessingJobResponse < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn)
  SENSITIVE = []
  include Aws::Structure
end

#failure_reason ⇒ String

A string, up to one KB in size, that contains the reason a processing job failed, if it failed.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 16124

class DescribeProcessingJobResponse < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_time ⇒ Time

The time at which the processing job was last modified.

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 16124

class DescribeProcessingJobResponse < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn)
  SENSITIVE = []
  include Aws::Structure
end

#monitoring_schedule_arn ⇒ String

The ARN of a monitoring schedule for an endpoint associated with this processing job.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 16124

class DescribeProcessingJobResponse < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn)
  SENSITIVE = []
  include Aws::Structure
end

#network_config ⇒ Types::NetworkConfig

Networking options for a processing job.

Returns:

• (Types::NetworkConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 16124

class DescribeProcessingJobResponse < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn)
  SENSITIVE = []
  include Aws::Structure
end

#processing_end_time ⇒ Time

The time at which the processing job completed.

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 16124

class DescribeProcessingJobResponse < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn)
  SENSITIVE = []
  include Aws::Structure
end

#processing_inputs ⇒ Array<Types::ProcessingInput>

The inputs for a processing job.

Returns:

• (Array<Types::ProcessingInput>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 16124

class DescribeProcessingJobResponse < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn)
  SENSITIVE = []
  include Aws::Structure
end

#processing_job_arn ⇒ String

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

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 16124

class DescribeProcessingJobResponse < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn)
  SENSITIVE = []
  include Aws::Structure
end

#processing_job_name ⇒ String

The name of the processing job. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 16124

class DescribeProcessingJobResponse < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn)
  SENSITIVE = []
  include Aws::Structure
end

#processing_job_status ⇒ String

Provides the status of a processing job.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 16124

class DescribeProcessingJobResponse < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn)
  SENSITIVE = []
  include Aws::Structure
end

#processing_output_config ⇒ Types::ProcessingOutputConfig

Output configuration for the processing job.

Returns:

• (Types::ProcessingOutputConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 16124

class DescribeProcessingJobResponse < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn)
  SENSITIVE = []
  include Aws::Structure
end

#processing_resources ⇒ Types::ProcessingResources

Identifies the resources, ML compute instances, and ML storage volumes to deploy for a processing job. In distributed training, you specify more than one instance.

Returns:

• (Types::ProcessingResources)

# File 'lib/aws-sdk-sagemaker/types.rb', line 16124

class DescribeProcessingJobResponse < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn)
  SENSITIVE = []
  include Aws::Structure
end

#processing_start_time ⇒ Time

The time at which the processing job started.

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 16124

class DescribeProcessingJobResponse < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn)
  SENSITIVE = []
  include Aws::Structure
end

#role_arn ⇒ String

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 16124

class DescribeProcessingJobResponse < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn)
  SENSITIVE = []
  include Aws::Structure
end

#stopping_condition ⇒ Types::ProcessingStoppingCondition

The time limit for how long the processing job is allowed to run.

Returns:

• (Types::ProcessingStoppingCondition)

# File 'lib/aws-sdk-sagemaker/types.rb', line 16124

class DescribeProcessingJobResponse < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn)
  SENSITIVE = []
  include Aws::Structure
end

#training_job_arn ⇒ String

The ARN of a training job associated with this processing job.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 16124

class DescribeProcessingJobResponse < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :experiment_config,
  :processing_job_arn,
  :processing_job_status,
  :exit_message,
  :failure_reason,
  :processing_end_time,
  :processing_start_time,
  :last_modified_time,
  :creation_time,
  :monitoring_schedule_arn,
  :auto_ml_job_arn,
  :training_job_arn)
  SENSITIVE = []
  include Aws::Structure
end