BatchTransform

Batch transform step

SageMaker step type

Transform

Node type

internal (consumes upstream, produces downstream)

Interface file

steps/interfaces/batch_transform.step.yaml

Compute

Compute kind

transformer

Functionality

SageMaker Batch Transform step. Uses a registered model to run batch inference on preprocessed data. No script — managed by SageMaker TransformStep.

Inputs (dependencies)

Input

Type

Required

Compatible producers

model_name

custom_property

yes

PyTorchModel, XGBoostModel

processed_data

processing_output

yes

TabularPreprocessing

Outputs

Output

Type

transform_output

custom_property

Consumers (downstream steps)

No cataloged step lists this step as a compatible source (it may be a terminal/sink step, or consumed via a generic source name).


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