aws / aws/sagemaker-python-sdk
HyperparameterTuner does not accept Pipeline Variable for random_seed argument
Open
- Dominant language
- Python
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- 2.3k
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Description
**PySDK Version**
- [ ] PySDK V2 (2.x)
- [x] PySDK V3 (3.x)
**Describe the bug**
The HyperparameterTuner class does not accept a Pipeline Variable for the random_seed argument, which is required to be an int. This is a regression in comparison to v2.
Contributor guide
Research direction
Locate the HyperparameterTuner implementation and the random_seed argument validation. Compare its behavior with the PySDK V2 implementation, then verify that a Pipeline Variable is accepted while integer inputs continue to work; add or run the relevant HyperparameterTuner tests if the repository provides them.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- aws, python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Quiet
- Clarity
- Mostly clear
- Newbie friendliness
- 52/100