Class: Aws::SageMaker::Types::TransformJobDefinition

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::TransformJobDefinition

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

Defines the input needed to run a transform job using the inference specification specified in the algorithm.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #batch_strategy ⇒ String

  A string that determines the number of records included in a single mini-batch.

• #environment ⇒ Hash<String,String>

  The environment variables to set in the Docker container.

• #max_concurrent_transforms ⇒ Integer

  The maximum number of parallel requests that can be sent to each instance in a transform job.

• #max_payload_in_mb ⇒ Integer

  The maximum payload size allowed, in MB.

• #transform_input ⇒ Types::TransformInput

  A description of the input source and the way the transform job consumes it.

• #transform_output ⇒ Types::TransformOutput

  Identifies the Amazon S3 location where you want Amazon SageMaker to save the results from the transform job.

• #transform_resources ⇒ Types::TransformResources

  Identifies the ML compute instances for the transform job.

Instance Attribute Details

#batch_strategy ⇒ String

A string that determines the number of records included in a single mini-batch.

‘SingleRecord` means only one record is used per mini-batch. `MultiRecord` means a mini-batch is set to contain as many records that can fit within the `MaxPayloadInMB` limit.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 44075

class TransformJobDefinition < Struct.new(
  :max_concurrent_transforms,
  :max_payload_in_mb,
  :batch_strategy,
  :environment,
  :transform_input,
  :transform_output,
  :transform_resources)
  SENSITIVE = []
  include Aws::Structure
end

#environment ⇒ Hash<String,String>

The environment variables to set in the Docker container. We support up to 16 key and values entries in the map.

Returns:

• (Hash<String,String>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 44075

class TransformJobDefinition < Struct.new(
  :max_concurrent_transforms,
  :max_payload_in_mb,
  :batch_strategy,
  :environment,
  :transform_input,
  :transform_output,
  :transform_resources)
  SENSITIVE = []
  include Aws::Structure
end

#max_concurrent_transforms ⇒ Integer

The maximum number of parallel requests that can be sent to each instance in a transform job. The default value is 1.

Returns:

• (Integer)

# File 'lib/aws-sdk-sagemaker/types.rb', line 44075

class TransformJobDefinition < Struct.new(
  :max_concurrent_transforms,
  :max_payload_in_mb,
  :batch_strategy,
  :environment,
  :transform_input,
  :transform_output,
  :transform_resources)
  SENSITIVE = []
  include Aws::Structure
end

#max_payload_in_mb ⇒ Integer

The maximum payload size allowed, in MB. A payload is the data portion of a record (without metadata).

Returns:

• (Integer)

# File 'lib/aws-sdk-sagemaker/types.rb', line 44075

class TransformJobDefinition < Struct.new(
  :max_concurrent_transforms,
  :max_payload_in_mb,
  :batch_strategy,
  :environment,
  :transform_input,
  :transform_output,
  :transform_resources)
  SENSITIVE = []
  include Aws::Structure
end

#transform_input ⇒ Types::TransformInput

A description of the input source and the way the transform job consumes it.

Returns:

• (Types::TransformInput)

# File 'lib/aws-sdk-sagemaker/types.rb', line 44075

class TransformJobDefinition < Struct.new(
  :max_concurrent_transforms,
  :max_payload_in_mb,
  :batch_strategy,
  :environment,
  :transform_input,
  :transform_output,
  :transform_resources)
  SENSITIVE = []
  include Aws::Structure
end

#transform_output ⇒ Types::TransformOutput

Identifies the Amazon S3 location where you want Amazon SageMaker to save the results from the transform job.

Returns:

• (Types::TransformOutput)

# File 'lib/aws-sdk-sagemaker/types.rb', line 44075

class TransformJobDefinition < Struct.new(
  :max_concurrent_transforms,
  :max_payload_in_mb,
  :batch_strategy,
  :environment,
  :transform_input,
  :transform_output,
  :transform_resources)
  SENSITIVE = []
  include Aws::Structure
end

#transform_resources ⇒ Types::TransformResources

Identifies the ML compute instances for the transform job.

Returns:

• (Types::TransformResources)

# File 'lib/aws-sdk-sagemaker/types.rb', line 44075

class TransformJobDefinition < Struct.new(
  :max_concurrent_transforms,
  :max_payload_in_mb,
  :batch_strategy,
  :environment,
  :transform_input,
  :transform_output,
  :transform_resources)
  SENSITIVE = []
  include Aws::Structure
end