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

    https://github.com/apache/spark/pull/12106#discussion_r58168561
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/clustering/LDAOptimizer.scala ---
    @@ -451,10 +451,10 @@ final class OnlineLDAOptimizer extends LDAOptimizer {
           }
           Iterator((stat, gammaPart))
         }
    -    val statsSum: BDM[Double] = stats.map(_._1).reduce(_ += _)
    --- End diff --
    
    This doesn't seem right because the first arg is modified in-place, which 
violates reduce contract. It should be an aggregate (or treeAggregate) instead.


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