Github user jkbradley commented on the issue:

    https://github.com/apache/spark/pull/18313
  
    +1 for merging https://github.com/apache/spark/pull/16774 before proceeding 
with the other work since it will affect everything else.
    
    @MLnick I'd be Ok with adding options for best/all/k models in the future, 
but I'm not convinced it's needed since the topK could be computed post-hoc and 
since the 2 approaches for keeping all models should handle big & small use 
cases.


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