Github user shivaram commented on the issue:

    https://github.com/apache/spark/pull/16221
  
    cc @holdenk @rxin - I also tried to fix the pip issue in this PR.
    
    The main thing here is that we dont have `PYSPARK_VERSION` inside the 
make-distribution script so I just remove all `pyspark*.tar.gz` right now. Let 
me know if there is a better solution. I'm testing this locally now


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