RadioAstronomySoftwareGroup / RadioAstronomySoftwareGroup/pyuvdata

Profile UVBeam extension module

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enhancement major needs research technical debt
Dominant language
Python
Stars
102
Forks
35
Avg merge
1d 20h
Merged PRs (30d)
14

Description

UVBeam also has some cython and looks to be mostly loops and computations. This another good place to see if numba is a better choice for future maintainability.

Contributor guide

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by locating the UVBeam extension module and identifying its Cython loops and computations. Profile the relevant paths, then compare the maintainability and performance implications of a possible Numba approach. Done should document the profiling results and whether migration is a worthwhile future direction.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
performance
Issue type
Refactor
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

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