Class: Aws::SageMaker::Types::CreateProcessingJobRequest

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::CreateProcessingJobRequest

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 Docker container image.

• #environment ⇒ Hash<String,String>

  The environment variables to set in the Docker container.

• #experiment_config ⇒ Types::ExperimentConfig

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

• #network_config ⇒ Types::NetworkConfig

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

• #processing_inputs ⇒ Array<Types::ProcessingInput>

  An array of inputs configuring the data to download into the processing container.

• #processing_job_name ⇒ String

  The name of the 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.

• #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.

• #tags ⇒ Array<Types::Tag>

  (Optional) An array of key-value pairs.

Instance Attribute Details

#app_specification ⇒ Types::AppSpecification

Configures the processing job to run a specified Docker container image.

Returns:

• (Types::AppSpecification)

# File 'lib/aws-sdk-sagemaker/types.rb', line 9349

class CreateProcessingJobRequest < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :tags,
  :experiment_config)
  SENSITIVE = []
  include Aws::Structure
end

#environment ⇒ Hash<String,String>

The environment variables to set in the Docker container. Up to 100 key and values entries in the map are supported.

Returns:

• (Hash<String,String>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 9349

class CreateProcessingJobRequest < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :tags,
  :experiment_config)
  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][1

• CreateTrainingJob][2

• CreateTransformJob][3

[1]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateProcessingJob.html [2]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateTrainingJob.html [3]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateTransformJob.html

Returns:

• (Types::ExperimentConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 9349

class CreateProcessingJobRequest < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :tags,
  :experiment_config)
  SENSITIVE = []
  include Aws::Structure
end

#network_config ⇒ Types::NetworkConfig

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

Returns:

• (Types::NetworkConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 9349

class CreateProcessingJobRequest < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :tags,
  :experiment_config)
  SENSITIVE = []
  include Aws::Structure
end

#processing_inputs ⇒ Array<Types::ProcessingInput>

An array of inputs configuring the data to download into the processing container.

Returns:

• (Array<Types::ProcessingInput>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 9349

class CreateProcessingJobRequest < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :tags,
  :experiment_config)
  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 9349

class CreateProcessingJobRequest < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :tags,
  :experiment_config)
  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 9349

class CreateProcessingJobRequest < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :tags,
  :experiment_config)
  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 9349

class CreateProcessingJobRequest < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :tags,
  :experiment_config)
  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 9349

class CreateProcessingJobRequest < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :tags,
  :experiment_config)
  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 9349

class CreateProcessingJobRequest < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :tags,
  :experiment_config)
  SENSITIVE = []
  include Aws::Structure
end

#tags ⇒ Array<Types::Tag>

(Optional) An array of key-value pairs. For more information, see

Using Cost Allocation Tags][1

in the *Amazon Web Services Billing

and Cost Management User Guide*.

[1]: docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-whatURL

Returns:

• (Array<Types::Tag>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 9349

class CreateProcessingJobRequest < Struct.new(
  :processing_inputs,
  :processing_output_config,
  :processing_job_name,
  :processing_resources,
  :stopping_condition,
  :app_specification,
  :environment,
  :network_config,
  :role_arn,
  :tags,
  :experiment_config)
  SENSITIVE = []
  include Aws::Structure
end