Not sure if this qualifies as a bug or a feature request...

When creating a transform job one can pass a ModelClientConfig containing the invocation timeout and number of retries. See https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateTransformJob.html#sagemaker-CreateTransformJob-request-ModelClientConfig

This is implemented in the sagemaker python sdk, you can set model_client_config when calling Transformer.transform.

There is currently no option to set this in the TransformerStep

It should be relatively easy to implement by adding model_client_config as a param to the TransformerStep and setting parameters['ModelClientConfig'] to the value passed there.

This is 🐛 Bug Report