squito commented on a change in pull request #24817: [WIP][SPARK-27963][core] 
Allow dynamic allocation without a shuffle service.
URL: https://github.com/apache/spark/pull/24817#discussion_r296399998
 
 

 ##########
 File path: 
core/src/main/scala/org/apache/spark/scheduler/dynalloc/ExecutorMonitor.scala
 ##########
 @@ -124,6 +149,98 @@ private[spark] class ExecutorMonitor(
 
   def pendingRemovalCount: Int = executors.asScala.count { case (_, exec) => 
exec.pendingRemoval }
 
+  override def onJobStart(event: SparkListenerJobStart): Unit = {
+    if (!shuffleTrackingEnabled) {
+      return
+    }
+
+    val shuffleStages = event.stageInfos.flatMap { s =>
+      s.shuffleDepId.toSeq.map { shuffleId =>
+        s.stageId -> shuffleId
+      }
+    }
+
+    var updateExecutors = false
+    shuffleStages.foreach { case (sid, shuffle) =>
+      val jobIDs = shuffleToActiveJobs.get(shuffle) match {
+        case Some(jobs) =>
+          // If a shuffle is being re-used, we need to re-scan the executors 
and update their
+          // tracker with the information that the shuffle data they're 
storing is in use.
+          logDebug(s"Reusing shuffle $shuffle in job ${event.jobId}.")
+          updateExecutors = true
+          jobs
+
+        case _ =>
+          logDebug(s"Registered new shuffle $shuffle (from stage $sid).")
+          val jobs = new mutable.ArrayBuffer[Int]()
+          shuffleToActiveJobs(shuffle) = jobs
+          jobs
+      }
+      jobIDs += event.jobId
+    }
+
+    if (updateExecutors) {
+      val active = shuffleStages.map(_._2).toSeq
 
 Review comment:
   `activeShuffleIds`?  (there are a lot of different things with some notion 
of "active")

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