Github user holdenk commented on the issue:

    https://github.com/apache/spark/pull/14524
  
    I share some of @MLnick's concern we've looked at similar changes with 
using system random seeds for the defaults in other places and had difficult 
with making reproducible tests - in general we use the same hash of classname 
seed in most places. Also if we do make this change in Scala it would be good 
to have a corresponding follow up across the other languages.
    
    If we _don't_ end up making this change at the very least we could improve 
the documentation so users are aware.


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