fix(stepfunctions-tasks): sageMakerCreateTrainingJob does not correctly support empty inputDataConfig #31210
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Issue # (if applicable)
Closes #31132.
Reason for this change
inputDataConfig
is not a required property in the API:https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateTrainingJob.html#sagemaker-CreateTrainingJob-request-InputDataConfig
However in
SageMakerCreateTrainingJob
, it's marked as required. We should make it align with the API.Description of changes
Make the property optional.
Description of how you validated changes
unit test and integration test
Checklist
By submitting this pull request, I confirm that my contribution is made under the terms of the Apache-2.0 license