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Like with many such projects, it's very helpful if you use DataFrames in isolation, but it lacks support from the wider scientific ecosystem. I've found that u
by ImageXav 3y ago
Like with many such projects, it's very helpful if you use DataFrames in isolation, but it lacks support from the wider scientific ecosystem. I've found that using polar will often break other common data scientific packages such as scikit-learn. This unfortunately often makes it impractical in the wild.
- benrutter 3y agoIts worth drawing attention to the awesome work pandas are doing building in support for arrow data types right now. This actually means you can have zero copy swaps between polars, pandas and duckdb with very little runtime impact. Definitely a big help if your using a non-pandas df library since the conversion to pandas when needed is now really cheap.
- theLiminator 3y agoJust convert it to pandas/numpy at the edges?