Github user rxin commented on the pull request:

    https://github.com/apache/spark/pull/7592#issuecomment-124398910
  
    @davies this is ok, but what I had in mind was pretty different. What I had 
in mind was to create a version of the join operator, that could take more 
advantage of what unsafe provides. There are still quite a bit of conversions 
involved right now. HashRelation is also limiting you, due to the shared 
variable across multiple threads.
    
    I think we will need to create a new join operator soon anyway, in order to 
avoid the join row conversion.



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