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Python Polars 0.16.18

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@github-actions github-actions released this 03 Apr 05:35
1a7103f

πŸš€ Performance improvements

  • improve group_tuples of high cardinality data ~10% (#7938)

✨ Enhancements

  • Add seed argument to rank for random (#7913)
  • Support Numpy ufunc with more than one expression (#7924)

🐞 Bug fixes

  • Fix lazy encode schema (#7912)
  • respect skip_nulls in apply for temporal types (#7908)

πŸ› οΈ Other improvements

  • Rename argument f to function in reduce docstring (#7925)
  • improve docstrings for numeric/math operator-equivalent methods (#7942)

Thank you to all our contributors for making this release possible!
@MarcoGorelli, @alexander-beedie, @alonme, @ankane, @dependabot, @dependabot[bot], @lorentzenchr, @rben01, @ritchie46 and @zundertj