Github user mengxr commented on the issue:

    https://github.com/apache/spark/pull/14524
  
    Sorry for late response! I'm against this change since it introduces 
indeterministic behavior and makes applications hard to debug. For example, I 
want to cross validate some estimator that accepts a random seed, but I leave 
its random seed as the default. The cross validation result would be inaccurate 
if a random seed is generated every time.


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