Tracer-aware argument checking
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- Dominant language
- Python
- Stars
- 29
- Forks
- 9
- Avg merge
- 9d 9h
- Merged PRs (30d)
- 8
Description
Implementing these argument checks is not totally straightforward because the arguments we would like to check may be traced: https://github.com/jax-ml/jax/discussions/12785#discussioncomment-3872547
I think we can do it but it probably belongs in a separate PR.
Originally posted by @dylanhmorris in https://github.com/CDCgov/PyRenew/pull/493#discussion_r2023035962
Contributor guide
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reviewing the argument-checking requirement in this issue and the linked JAX discussion about traced arguments. Identify the relevant check entry points in PyRenew, then verify that the checks work when arguments are traced; the issue does not name specific files or tests.
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Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100