raulcd opened a new issue, #47581:
URL: https://github.com/apache/arrow/issues/47581

   ### Describe the enhancement requested
   
   The Python Windows CI job was migrated from AppVeyor. We decided to use a 
build script, `ci/scripts/python_build.bat`, that is similar to what we were 
doing on AppVeyor.
   
   It would be nice to reuse the same `cpp_build.sh` we use on the rest of the 
jobs and get rid of the custom `.bat` script (or part of it), we might still 
need it to build Python.
   
   ### Component(s)
   
   Continuous Integration, Python


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