raulcd commented on issue #46014:
URL: https://github.com/apache/arrow/issues/46014#issuecomment-3285687452

   > For example for python each python version and os is one workflow ATM but 
we can combine same os/arch and build libraries once and than only build 
pyarrow for each python version instead of building libraries again and again.
   
   This would be more efficient as we would build Arrow C++  a single time but 
the final number of jobs would be the same as we have the same number of 
combinations. For example, we still require to build the 36 wheels.
   Also in my opinion, one of the things that we should take into account, if 
we want to modify the existing workflows, is that this should be easily 
reproducible on local environments so any of us can easily test with just 
docker commands. Otherwise we get to scenarios (like the problems we usually 
have for Windows) were we are totally CI dependant and we can't reproduce 
locally.
   


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