Github user kayousterhout commented on a diff in the pull request: https://github.com/apache/spark/pull/15644#discussion_r85248542 --- Diff: core/src/test/scala/org/apache/spark/scheduler/TaskSchedulerImplSuite.scala --- @@ -282,6 +316,114 @@ class TaskSchedulerImplSuite extends SparkFunSuite with LocalSparkContext with B assert(!failedTaskSet) } + test("scheduled tasks obey task and stage blacklists") { + taskScheduler = setupSchedulerWithMockTsm() + (0 to 2).foreach { stageId => + val taskSet = FakeTask.createTaskSet(numTasks = 2, stageId = stageId, stageAttemptId = 0) + taskScheduler.submitTasks(taskSet) + } + + val offers = IndexedSeq( + new WorkerOffer("executor0", "host0", 1), + new WorkerOffer("executor1", "host1", 1), + new WorkerOffer("executor2", "host1", 1), + new WorkerOffer("executor3", "host2", 10) + ) + + // Setup our mock blacklist: + // * stage 0 is blacklisted on node "host1" + // * stage 1 is blacklisted on executor "executor3" + // * stage 0, part 0 is blacklisted on executor 0 + // Setup some defaults, then override them with particulars. + // (Later stubs take precedence over earlier ones.) + stageToMockTaskSetBlacklist.values.foreach { taskSetBlacklist => + when(taskSetBlacklist.isNodeBlacklistedForTaskSet(anyString())).thenReturn(false) + when(taskSetBlacklist.isExecutorBlacklistedForTaskSet(anyString())).thenReturn(false) + when(taskSetBlacklist.isExecutorBlacklistedForTask(anyString(), anyInt())).thenReturn(false) + when(taskSetBlacklist.isNodeBlacklistedForTask(anyString(), anyInt())).thenReturn(false) + } + when(stageToMockTaskSetBlacklist(0).isNodeBlacklistedForTaskSet("host1")).thenReturn(true) + when(stageToMockTaskSetBlacklist(1).isExecutorBlacklistedForTaskSet("executor3")) + .thenReturn(true) + when(stageToMockTaskSetBlacklist(0).isExecutorBlacklistedForTask("executor0", 0)) + .thenReturn(true) + + val firstTaskAttempts = taskScheduler.resourceOffers(offers).flatten + (0 to 2).foreach { stageId => + verify(stageToMockTaskSetBlacklist(stageId), atLeast(1)) + .isNodeBlacklistedForTaskSet(anyString()) + } + for { + exec <- Seq("executor1", "executor2") + part <- 0 to 1 + } { + // The node blacklist should ensure we never check the task blacklist. This is important + // for performance, otherwise we end up changing an O(1) operation into a + // O(numPendingTasks) one. + verify(stageToMockTaskSetBlacklist(0), never).isExecutorBlacklistedForTask(exec, part) + } + + // Similarly, the executor blacklist for an entire stage should prevent us from ever checking + // the blacklist for specific parts in a stage. + (0 to 1).foreach { part => + verify(stageToMockTaskSetBlacklist(1), never).isExecutorBlacklistedForTask("executor3", part) + } + + // We should schedule all tasks. + assert(firstTaskAttempts.size === 6) + def tasksForStage(stageId: Int): Seq[TaskDescription] = { + firstTaskAttempts.filter{_.name.contains(s"stage $stageId")} + } + tasksForStage(0).foreach { task => + // exec 1 & 2 blacklisted for node + // exec 0 blacklisted just for part 0 --- End diff -- partition
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