Github user mridulm commented on a diff in the pull request: https://github.com/apache/incubator-spark/pull/641#discussion_r10000899 --- Diff: core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala --- @@ -373,25 +375,26 @@ class DAGScheduler( } else { def removeStage(stageId: Int) { // data structures based on Stage - stageIdToStage.get(stageId).foreach { s => - if (running.contains(s)) { + for (stage <- stageIdToStage.get(stageId)) { + if (running.contains(stage)) { logDebug("Removing running stage %d".format(stageId)) - running -= s + running -= stage + } + stageToInfos -= stage + for (shuffleDep <- stage.shuffleDep) { + shuffleToMapStage.remove(shuffleDep.shuffleId) } - stageToInfos -= s - shuffleToMapStage.keys.filter(shuffleToMapStage(_) == s).foreach(shuffleId => - shuffleToMapStage.remove(shuffleId)) - if (pendingTasks.contains(s) && !pendingTasks(s).isEmpty) { + if (pendingTasks.contains(stage) && !pendingTasks(stage).isEmpty) { logDebug("Removing pending status for stage %d".format(stageId)) } - pendingTasks -= s --- End diff -- That is surprising ! I would assume searching for an entry in a Set is atleast a few dozen opcodes, if not more - even if already searched (and so bpt's are favourable); would still be much more expensive than splitting an if for sure - I have not looked into scala's impl : but assuming reasonable implementation of 'if', this is definitely unexpected :-)
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