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Thanks for the nice writeup on upgrading to pandas2.0! While looking over your benchmarking section in this notebook I noticed that you're calling .fetchall() on the duckdb cursor. Consider calling .df(), which returns a dataframe similar to the other benchmarked methods. In my hands, this is pretty comparable in performance to pandas and polars.
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