Kamil Raczycki

**Apache Sedona** Pros: - Has many `ST_` functions and H3 related functions - Can be written in Python Cons: - Dataframes are lazy and have to be computed by the...

**Duck DB with spatial extension** Pros: - Very fast operations - No need for external tools, can be easily imported into Python - Dedicated OSM PBF native reader without GDAL...

**GeoPolars** Pros: - Fast operations - Rust - No need for external tools, can be easily imported into Python - Can be written in Python - Will implement GeoArrow format...

**GeoArrow for Python** Pros: - Can read GeoArrow format into Pandas and PyArrow - Should be able to work on files and vectorized operations using Arrow - Can be written...

Examples to run osmconvert https://github.com/interline-io/planetutils/blob/6b5d91d41bc34125de1c925d1c2c00246dfe82b2/planetutils/planet.py#L94 https://github.com/organicmaps/organicmaps/blob/ca31bbaee4cd7ffcb6e8483587d244695777daf9/tools/python/maps_generator/generator/osmtools.py#L42