HyukjinKwon commented on PR #45416:
URL: https://github.com/apache/spark/pull/45416#issuecomment-2002357326

   For https://github.com/apache/spark/pull/45416#issuecomment-2002352417, it 
is because we use the cached image from the master branch. So we explicitly 
overwrite the Python dependencies for linter jobs 
(https://github.com/apache/spark/blob/master/.github/workflows/build_and_test.yml#L682-L688).
 TL;DR, for scheduled jobs, it uses the cached image for `master` branch.
   
   For https://github.com/apache/spark/pull/45416#issuecomment-2002353686, I 
commented at 
https://github.com/apache/spark/pull/45545#issuecomment-2002355919. TL;DR, In 
this case, it uses the cached image for the branch itself.
   


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