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Agreed that the polars interface is far superior to SQL! There are a few ways to do this if there's interest...polars wasn't an option because we needed Arrow extension types ( htt…

It's built on a separate stack but conceptually it's very similar (DataFusion shares a number of idioms with Spark and has a number of projects implementing various Spark compatibi…

Currently, lazier GeoParquet reads, a K-nearest neigbours join, Coordinate Reference System tracking, and built-in GeoPandas IO. These aren't things that DuckDB spatial can't or wo…

SedonaDB can decode PROJJSON and authority:code CRSes at the moment, although the underlying representation is just a string. In this case you might want something like CZBOND:999 …

PostGIS is great when your data is already in a Postgres table! SedonaDB and DuckDB are much faster when your data starts elsewhere (e.g., GeoParquet files).