Class: Aws::SageMaker::Types::ProcessingJob

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::ProcessingJob

Defined in:

gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

An Amazon SageMaker processing job that is used to analyze data and evaluate models. For more information, see Process Data and Evaluate Models.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #app_specification ⇒ Types::AppSpecification

  Configuration to run a processing job in a specified container image.

• #auto_ml_job_arn ⇒ String

  The Amazon Resource Name (ARN) of the AutoML job associated with this processing job.

• #creation_time ⇒ Time

  The time the processing job was created.

• #environment ⇒ Hash<String,String>

  Sets the environment variables in the Docker container.

• #exit_message ⇒ String

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

• #experiment_config ⇒ Types::ExperimentConfig

  Associates a SageMaker job as a trial component with an experiment and trial.

• #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 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 job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs.

• #processing_end_time ⇒ Time

  The time that the processing job ended.

• #processing_inputs ⇒ Array<Types::ProcessingInput>

  List of input configurations for the processing job.

• #processing_job_arn ⇒ String

  The ARN of the processing job.

• #processing_job_name ⇒ String

  The name of the processing job.

• #processing_job_status ⇒ String

  The status of the processing job.

• #processing_output_config ⇒ Types::ProcessingOutputConfig

  Configuration for uploading output from the processing container.

• #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 that the processing job started.

• #role_arn ⇒ String

  The ARN of the role used to create the processing job.

• #stopping_condition ⇒ Types::ProcessingStoppingCondition

  Configures conditions under which the processing job should be stopped, such as how long the processing job has been running.

• #tags ⇒ Array<Types::Tag>

  An array of key-value pairs.

• #training_job_arn ⇒ String

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

Instance Attribute Details

#app_specification ⇒ Types::AppSpecification

Configuration to run a processing job in a specified container image.

Returns:

• (Types::AppSpecification)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#auto_ml_job_arn ⇒ String

The Amazon Resource Name (ARN) of the AutoML job associated with this processing job.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#creation_time ⇒ Time

The time the processing job was created.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#environment ⇒ Hash<String,String>

Sets the environment variables in the Docker container.

Returns:

• (Hash<String,String>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#exit_message ⇒ String

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

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#experiment_config ⇒ Types::ExperimentConfig

Associates a SageMaker job as a trial component with an experiment and trial. Specified when you call the following APIs:

• CreateProcessingJob

• CreateTrainingJob

• CreateTransformJob

Returns:

• (Types::ExperimentConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_time ⇒ Time

The time the processing job was last modified.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#network_config ⇒ Types::NetworkConfig

Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs.

Returns:

• (Types::NetworkConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#processing_end_time ⇒ Time

The time that the processing job ended.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#processing_inputs ⇒ Array<Types::ProcessingInput>

List of input configurations for the processing job.

Returns:

• (Array<Types::ProcessingInput>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#processing_job_arn ⇒ String

The ARN of the processing job.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#processing_job_name ⇒ String

The name of the processing job.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#processing_job_status ⇒ String

The status of the processing job.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#processing_output_config ⇒ Types::ProcessingOutputConfig

Configuration for uploading output from the processing container.

Returns:

• (Types::ProcessingOutputConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#processing_start_time ⇒ Time

The time that the processing job started.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#role_arn ⇒ String

The ARN of the role used to create the processing job.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#stopping_condition ⇒ Types::ProcessingStoppingCondition

Configures conditions under which the processing job should be stopped, such as how long the processing job has been running. After the condition is met, the processing job is stopped.

Returns:

• (Types::ProcessingStoppingCondition)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#tags ⇒ Array<Types::Tag>

An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

Returns:

• (Array<Types::Tag>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#training_job_arn ⇒ String

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

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 47258

class ProcessingJob < 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,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end