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

    https://github.com/apache/spark/pull/1447#discussion_r15042032
  
    --- Diff: core/src/main/scala/org/apache/spark/rdd/PairRDDFunctions.scala 
---
    @@ -216,17 +216,17 @@ class PairRDDFunctions[K, V](self: RDD[(K, V)])
     
         def reducePartition(iter: Iterator[(K, V)]): Iterator[JHashMap[K, V]] 
= {
           val map = new JHashMap[K, V]
    -      iter.foreach { case (k, v) =>
    -        val old = map.get(k)
    -        map.put(k, if (old == null) v else func(old, v))
    +      iter.foreach { pair =>
    +        val old = map.get(pair._1)
    --- End diff --
    
    Removing the call to _1 isn't hugely helpful IMO; accessor methods get 
inlined very fast. However, pattern matching adds a whole bunch of potential 
throw sites and branches and things like that, and we've noticed problems in 
the past.


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