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Breaking: Remove lots the dataframe-library specific functions and instead work with arrow arrays and record-batches directly using the Arrow PyCapsule interface.
The core and polars parts of this library are no longer depending on pyarrow - instead the lightweight 'arro3' library is used. The pandas-parts still require pyarrow which needs the be installed manually.
Support for numpy 2.
Upgrade to h3o 0.7.
Release the GIL more often to allow other threads to run.