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

Inherits:
Struct
  • Object
show all
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.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#app_specificationTypes::AppSpecification

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



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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_arnString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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_timeTime

The time the processing job was created.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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

#environmentHash<String,String>

Sets the environment variables in the Docker container.

Returns:

  • (Hash<String,String>)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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_messageString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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_configTypes::ExperimentConfig

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

  • CreateProcessingJob

  • CreateTrainingJob

  • CreateTransformJob



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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_reasonString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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_timeTime

The time the processing job was last modified.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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_arnString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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_configTypes::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.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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_timeTime

The time that the processing job ended.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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_inputsArray<Types::ProcessingInput>

List of input configurations for the processing job.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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_arnString

The ARN of the processing job.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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_nameString

The name of the processing job.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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_statusString

The status of the processing job.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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_configTypes::ProcessingOutputConfig

Configuration for uploading output from the processing container.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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_resourcesTypes::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.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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_timeTime

The time that the processing job started.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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_arnString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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_conditionTypes::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.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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

#tagsArray<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:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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_arnString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35182

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