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I'd recommend checking out polars as an alternative to pandas - https://github.com/pola-rs/polars https://github.com/pola-rs/polars It has a rather different a
by tomtom1337 4y ago
I'd recommend checking out polars as an alternative to pandas - https://github.com/pola-rs/polars https://github.com/pola-rs/polars
It has a rather different api, and is significantly faster. Highly recommend it.
- riyadparvez 4y agoThe issue is there's a huge ecosystem developed on top of Pandas. So if it's different API, now you lose access to all the ecosystem.
- nojito 4y agoPolars can export to arrow which you can then load into pandas. Or you can convert it directly into a pandas Df
- ritchie46 4y agoShould not be a real blocker. There is good interop with arrow, numpy and pandas. Where arrow and numpy mostly is zero-copy. So you are one `df.to_numpy()/df.to_pandas()` away to `X` libary you want to use.