feat(python): Improve numpy support: conversion of numpy arrays with … #6738
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Closes: #6559 |
…architecture dependend dtypes to Polars series and support for np.bytes_ arrays to pl.Binary Polars series.
Improve numpy suppport:
- Add support for converting numpy arrays with numeric dtypes, which
are architecture dependend:
e.g. np.longlong, np.ulonglong, np.intc, np.uintc, np.longdouble
, to Polars series.
For example on Windows, the following operation changes the dtype
of the output array, which then failed to convert to an pl.UInt32
Polars series:
arr = np.array([2,1,3], dtype=np.uint32)
(arr % 2).dtype == np.intc
- Rewrite logic for getting the correct Polars dtype when using
numpy __ufunc__, so it does not need to check for the OS
it is running on (same architecture dependend dtypes problem).
- Add support for converting bytes numpy arrays (np.bytes_) to
pl.Binary Polars series.
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Thank you @ghuls. 🙏 |
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…architecture dependend dtypes to Polars series and support for np.bytes_ arrays to pl.Binary Polars series.
Improve numpy suppport:
Add support for converting numpy arrays with numeric dtypes, which are architecture dependend: e.g. np.longlong, np.ulonglong, np.intc, np.uintc, np.longdouble , to Polars series.
For example on Windows, the following operation changes the dtype of the output array, which then failed to convert to an pl.UInt32 Polars series:
Rewrite logic for getting the correct Polars dtype when using numpy ufunc, so it does not need to check for the OS it is running on (same architecture dependend dtypes problem).
Add support for converting bytes numpy arrays (np.bytes_) to pl.Binary Polars series.