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@malav-shastri malav-shastri commented Oct 30, 2025

…erparameters

Issue #, if available:

Description of changes:
This PR adds support for extracting reward_lambda_arn from Nova recipe files and passing it as a hyperparameter to SageMaker training jobs

Changes made:

  • src/sagemaker/modules/train/sm_recipes/utils.py: Added reward_lambda_arn extraction in _get_args_from_nova_recipe() for ModelTrainer code path
  • src/sagemaker/pytorch/estimator.py: Added reward_lambda_arn extraction in _setup_for_nova_recipe() for PyTorch Estimator code path
  • tests/unit/test_pytorch_nova.py: Added comprehensive test coverage following existing eval_lambda_arn test patterns
  • tests/unit/sagemaker/modules/train/sm_recipes/test_utils.py: Existing test coverage for utils.py path

Testing done:
Unit tests added:

  • test_setup_for_nova_recipe_with_reward_lambda() - verifies successful extraction in PyTorch estimator
  • test_setup_for_nova_recipe_without_reward_lambda() - verifies no extraction when parameter absent
  • Existing test_get_args_from_nova_recipe_with_reward_lambda() - verifies ModelTrainer path

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  • I have read the CONTRIBUTING doc
  • I certify that the changes I am introducing will be backward compatible, and I have discussed concerns about this, if any, with the Python SDK team
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  • I have updated any necessary documentation, including READMEs and API docs (if appropriate)

Tests

  • I have added tests that prove my fix is effective or that my feature works (if appropriate)
  • I have added unit and/or integration tests as appropriate to ensure backward compatibility of the changes
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  • I have used unique_name_from_base to create resource names in integ tests (if appropriate)
  • If adding any dependency in requirements.txt files, I have spell checked and ensured they exist in PyPi

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

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