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

    https://github.com/apache/spark/pull/1561#discussion_r15328329
  
    --- Diff: core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala 
---
    @@ -315,13 +309,14 @@ class DAGScheduler(
        */
       private def updateJobIdStageIdMaps(jobId: Int, stage: Stage) {
         def updateJobIdStageIdMapsList(stages: List[Stage]) {
    -      if (!stages.isEmpty) {
    +      if (stages.nonEmpty) {
             val s = stages.head
    -        stageIdToJobIds.getOrElseUpdate(s.id, new HashSet[Int]()) += jobId
    +        s.jobIds += jobId
             jobIdToStageIds.getOrElseUpdate(jobId, new HashSet[Int]()) += s.id
    -        val parents = getParentStages(s.rdd, jobId)
    -        val parentsWithoutThisJobId = parents.filter(p =>
    -          !stageIdToJobIds.get(p.id).exists(_.contains(jobId)))
    +        val parents: List[Stage] = getParentStages(s.rdd, jobId)
    +        val parentsWithoutThisJobId = parents.filter { p: Stage =>
    +          !p.jobIds.contains(jobId)
    --- End diff --
    
    could now do this as `filter { !_.jobIds.contains(jobId) }`


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