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

    https://github.com/apache/spark/pull/14914#discussion_r77129894
  
    --- Diff: 
mllib-local/src/main/scala/org/apache/spark/ml/linalg/Matrices.scala ---
    @@ -999,7 +999,7 @@ object Matrices {
                 val data = new ArrayBuffer[(Int, Int, Double)]()
                 dnMat.foreachActive { (i, j, v) =>
                   if (v != 0.0) {
    -                data.append((i, j + startCol, v))
    +                data.+=((i, j + startCol, v))
    --- End diff --
    
    You can write `data += ((i, j + startCol, v))`
    Yes, I think it may be worth optimizing this because append actually 
expects varargs.
    There are many more instances in the code though. I think it's reasonable 
to fix this everywhere. At least non-test code, and at least anything where 
performance could be important.


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