Github user markhamstra commented on the pull request:

    https://github.com/apache/spark/pull/12655#issuecomment-215235472
  
    What I'm actually trying to look at right now is something very similar to 
https://github.com/apache/spark/pull/8923, but pushing into 
newOrUsedShuffleStage the check for prior existence of a Stage in 
shuffleToMapStage:
    ```scala
      private def newOrUsedShuffleStage(
                                          shuffleDep: ShuffleDependency[_, _, 
_],
                                          firstJobId: Int): ShuffleMapStage = {
        val rdd = shuffleDep.rdd
        val numTasks = rdd.partitions.length
        shuffleToMapStage.getOrElse(shuffleDep.shuffleId, {
          val stage = newShuffleMapStage(rdd, numTasks, shuffleDep, firstJobId, 
rdd.creationSite)
          if (mapOutputTracker.containsShuffle(shuffleDep.shuffleId)) {
            val serLocs = 
mapOutputTracker.getSerializedMapOutputStatuses(shuffleDep.shuffleId)
            val locs = MapOutputTracker.deserializeMapStatuses(serLocs)
            (0 until locs.length).foreach { i =>
              if (locs(i) ne null) {
                // locs(i) will be null if missing
                stage.addOutputLoc(i, locs(i))
              }
            }
          } else {
            // Kind of ugly: need to register RDDs with the cache and map 
output tracker here
            // since we can't do it in the RDD constructor because # of 
partitions is unknown
            logInfo("Registering RDD " + rdd.id + " (" + rdd.getCreationSite + 
")")
            mapOutputTracker.registerShuffle(shuffleDep.shuffleId, 
rdd.partitions.length)
          }
          stage
        })
      }
    ```


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