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

Inherits:
Struct
  • Object
show all
Includes:
Aws::Structure
Defined in:
lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#app_specification ⇒ Types::AppSpecification

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

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 9280

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>) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 9280

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:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 9280

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:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 9280

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:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 9280

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) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 9280

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:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 9280

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:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 9280

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) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 9280

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:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 9280

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:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 9280

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