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pyfuppes's Issues

git hook

implement pre-commit (automatic black formatting etc.)

nasa ames to polars df

should strip whitespaces from col names:

    df = df.select(
        pl.all().name.map(lambda col_name: col_name.replace(' ', ''))
    )

revise functionality

  • revise what is actually in use
  • move obsolete code to sub-module "legacy"
  • make sure used functionality is sufficiently tested

V25 tools

pyV25 should be re-introduced here, makes not much sense in a separate repo.

numba vs. new Python versions

numba always has been kind of a blocker when it comes to adopting new Python versions. At the moment (2023-04-16), Python 3.11 is still not supported.

An option could be to rewrite some functions in Rust, then include them via pyo3 / maturin. That would be a general solution to handle functions that suffer from poor performance in vanilla Python.

The downside is, that this

  • adds other dependencies
  • probably a bit slow than the jit-compiled version
  • additional coding to do

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