Polars in the Python ecosystem
Integration with other tools
As good as Pandas’ (except for cuDF, still in development)
With NumPy: see the documentation, the from_numpy and to_numpy functions, the development progress of this integration, and performance advice
Parallel computing: with Ray thanks to this setting; with Spark, Dask, and Ray thanks to fugue
GPUs: with the cuDF library from RAPIDS (in development)
SQL: with DuckDB
The list is growing fast