Github user mengxr commented on the pull request:

    https://github.com/apache/spark/pull/1687#issuecomment-50769991
  
    For the API, another option is to return `Array[Rating]` instead of 
`Array[(Int, Double)]`. This should help Java users and it is also compatible 
with batch predictions if we want to add in the future.


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