Github user mengxr commented on a diff in the pull request:

    https://github.com/apache/spark/pull/8700#discussion_r39292344
  
    --- Diff: python/pyspark/mllib/recommendation.py ---
    @@ -156,6 +162,18 @@ def recommendProducts(self, user, num):
             """
             return list(self.call("recommendProducts", user, num))
     
    +    def recommendProductsForUsers(self, num):
    +        """
    +        Recommends topK products for all users.
    +        """
    +        return self.call("recommendProductsForUsers", num)
    --- End diff --
    
    It won't work because it will return `scala.Tuple2`. We need to add a 
helper on the Scala side to make it work. Using `DataFrame` should work.


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