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.
41644 41645 41646 41647 41648 41649 41650 41651 41652 41653 41654 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 41644 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.
41644 41645 41646 41647 41648 41649 41650 41651 41652 41653 41654 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 41644 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.
41644 41645 41646 41647 41648 41649 41650 41651 41652 41653 41654 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 41644 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).
41644 41645 41646 41647 41648 41649 41650 41651 41652 41653 41654 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 41644 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.
41644 41645 41646 41647 41648 41649 41650 41651 41652 41653 41654 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 41644 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.
41644 41645 41646 41647 41648 41649 41650 41651 41652 41653 41654 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 41644 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.
41644 41645 41646 41647 41648 41649 41650 41651 41652 41653 41654 |
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 41644 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 |