fix: add retryable option to emr step in SageMaker Pipelines #5281
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Issue #, if available:
Description of changes: Backend EMR step is using retryable step, but the sagemaker python sdk didn't have retryable step, so customers couldn't configure retry policies in their EMR step. This change fixes that so customer are able to optionally pass in retry policies.
Testing done: Ran unit and integration tests for the changes:
tox -e py310 -- -s -vv tests/unit/sagemaker/workflow/test_emr_step.py
tox -e py310 -- -s -vv tests/integ/sagemaker/workflow/test_emr_steps.py
Old unit and integ tests also pass, so backward compatibility is in place.
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Tests
unique_name_from_baseto create resource names in integ tests (if appropriate)By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.