Github user jkbradley commented on the issue:

    https://github.com/apache/spark/pull/21081
  
    I hope we can apply it to other algs too.  @ludatabricks is doing some 
refactoring which should make that easier, but we're not going for a completely 
general approach right away.
    
    I don't think we need to worry about sparse FloatType features; users have 
no way to pass those in.


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