feat: integrate polars into quipus #47
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Temporary replacement of pandas with polars. The immediate consequence is relaxing the assumption that all data fits into memory, and guaranteed performance improvement for large datasets. Tests had to be modified as they heavily depended on pandas. New dependencies were added to the pyproject.toml file since polars required additional packages. Pandas related ones and openpyxl were not removed as this project will still support both in the foreseeable future.
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J1Loop
approved these changes
Nov 1, 2024
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Temporary replacement of pandas with polars.
The immediate consequence is relaxing the assumption that all data fits into memory, and guaranteed performance improvement for large datasets.
Tests had to be modified as they heavily depended on pandas.
New dependencies were added to the pyproject.toml file since polars required additional packages. Pandas related ones and openpyxl were not removed as this project will still support both in the foreseeable future.