Github user BryanCutler commented on the issue:

    https://github.com/apache/spark/pull/16774
  
    Regarding the default value of the new parameter, do you think `1`, so that 
it is run in serial as it is currently doing, is the best option?  It's 
definitely safe, but I wonder if most people will even know that the parameter 
exists..
    
    Do you know of any possible way to maybe automatically choose a value?  I 
remember a while ago I saw the mllib ALS algorithm automatically choose the 
block size, but I don't think that's done in the ml version.  Maybe there were 
too many problems doing this..


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