Also depending on your use case, Ibis may not support the part of the Polars API you actually need (to be clear, I'm a fan of "DuckDB via Ibis", I'm much less

Also depending on your use case, Ibis may not support the part of the Polars API you actually need (to be clear, I'm a fan of "DuckDB via Ibis", I'm much less a fan of statements to the effect of "use Polars via Ibis instead of Polars directly", as I think they miss a lot :wink:)