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And with DuckDB?

DuckDB is an in process OLAP, I’ve been using it a lot, and I am keen to use Polars but DuckDB seemings to be flying for me.

I like Polars’ syntax, a lot of times its dataframes API is much nicer than SQL.

It’s much more similar to cleaned up Spark syntax vs Pandas’ strange API.

I’m quite happy with things taking 3 minutes instead of an hour or so.