Class: Aws::SageMaker::Types::TransformJobDefinition
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::TransformJobDefinition
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
Defines the input needed to run a transform job using the inference specification specified in the algorithm.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42732 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42732 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42732 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).
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42732 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42732 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42732 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42732 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 |