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 12328

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.

Do not include any security-sensitive information including account access IDs, secrets, or tokens in any environment fields. As part of the shared responsibility model, you are responsible for any potential exposure, unauthorized access, or compromise of your sensitive data if caused by security-sensitive information included in the request environment variable or plain text fields.

Returns:

• (Hash<String,String>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 12328

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 12328

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 12328

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 12328

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 12328

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 12328

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 12328

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 12328

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 12328

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*.

Do not include any security-sensitive information including account access IDs, secrets, or tokens in any tags. As part of the shared responsibility model, you are responsible for any potential exposure, unauthorized access, or compromise of your sensitive data if caused by security-sensitive information included in the request tag variable or plain text fields.

[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 12328

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