Github user MLnick commented on the issue:

    https://github.com/apache/spark/pull/18281
  
    I also think we can leave any potential improvements for parallelism on the 
Python side (as well as the test side if we come up with a good way of testing 
that fitting is actually being done in parallel) for a later PR.


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