pymc-devs / pymc-devs/pytensor

More debug options when mode=NUMBA

Open
#1,787 1 comment 0 reactions 0 assignees View on GitHub

Nobody has claimed this yet.

enhancement numba
Dominant language
Python
Stars
644
Forks
208
Avg merge
2d 14h
Merged PRs (30d)
16

Description

Description
  • Add a compile flag to write the final numba program to a temp filter on disk, so that fail to compile errors become more readable
  • Add a flag to print or write the final codegen string that is actually compiled by numba mode

Contributor guide

Open the contributing guide

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 at the mode=NUMBA entry point and trace how the final program and codegen string are produced before compilation. Done means compile flags can print or write the generated code to a temporary file, making failed-compilation errors easier to inspect.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
compilers, tooling
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.