GitHub user potiuk added a comment to the discussion: Compatibility issues with 
polars: Any calculation of polars out of a task will block calculation in the 
task

Also another interesting thing 
https://docs.pola.rs/user-guide/misc/multiprocessing/ -> you might want to look 
at starting your Polars context with spawn. Airlfow uses heavily 
multiprocessing and forks and it seems that Polars has specific guidelines and 
instructions that you should follow on this and some guidelines suggesting to 
use spawn when forking is involved.. This is a polars doc to follow, not 
Airflow. 

GitHub link: 
https://github.com/apache/airflow/discussions/45756#discussioncomment-11870106

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