Yicong-Huang opened a new pull request, #54042:
URL: https://github.com/apache/spark/pull/54042

   ### What changes were proposed in this pull request?
   
   Upgrade Python linter from Python 3.11 to Python 3.12 in CI to match the 
test environment. 
   
   ### Why are the changes needed?
   
   The CI test environment has been upgraded to use Python 3.12 as the default 
version, but the Python linter was still using Python 3.11, creating an 
inconsistency.
   
   ### Does this PR introduce _any_ user-facing change?
   
   No. This is an internal CI infrastructure change that does not affect end 
users.
   
   ### How was this patch tested?
   
   CI.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   No.
   


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