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I had learned polars before but didn't go too far in using it because I was already running RAPIDS cuDF which used the GPU. now Polars uses the GPU so things are converging. The lazy method should put polars+GPU over RAPIDS cudf now. I think it really matters when you're running massive datasets

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That's what I'm thinking. I'm honestly not super hip on all the different dataframe solutions out there, and how they compare with one another. I may test a wide array of them in a standardized way to see what happens.

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