Github user srowen commented on the pull request:

    https://github.com/apache/spark/pull/4200#issuecomment-71439025
  
    You can at least make this part of the logic under "auto" mode above right? 
Yes, if the user asks for local mode, it will either have to be an error or 
automatically change modes. I have not run the SVD at any scale, but the mode 
you're choosing is not appropriate for anything that large. use the distributed 
version.


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