Github user squito commented on a diff in the pull request:
https://github.com/apache/spark/pull/8760#discussion_r42049028
--- Diff:
core/src/test/scala/org/apache/spark/scheduler/BlacklistTrackerSuite.scala ---
@@ -0,0 +1,162 @@
+package org.apache.spark.scheduler
+
+import org.apache.spark.SparkFunSuite
+import org.scalatest.BeforeAndAfter
+import org.apache.spark.SparkConf
+import org.apache.spark.TaskEndReason
+import org.apache.spark.Success
+import org.apache.spark.ExceptionFailure
+import org.apache.spark.LocalSparkContext
+import org.apache.spark.SparkContext
+
+import org.mockito.Mockito.{when,spy}
+
+class BlacklistTrackerSuite extends SparkFunSuite with BeforeAndAfter with
LocalSparkContext {
+
+ val FAILURE: TaskEndReason = new ExceptionFailure(
+ "Fake",
+ "fake failure",
+ Array.empty[StackTraceElement],
+ "fake stack trace",
+ None,
+ None)
+
+ // Variable name can indicate basic information of taskInfo
+ // The format is "taskInfo_executorId_taskId_hostName"
+ val taskInfo_1_1_hostA = new TaskInfo(1L,1,1,0L,"1","hostA",
TaskLocality.ANY, false)
+ val taskInfo_1_2_hostA = new TaskInfo(2L,1,1,0L,"1","hostA",
TaskLocality.ANY, false)
+ val taskInfo_2_1_hostA = new TaskInfo(1L,1,1,0L,"2","hostA",
TaskLocality.ANY, false)
+ val taskInfo_2_2_hostA = new TaskInfo(2L,1,1,0L,"2","hostA",
TaskLocality.ANY, false)
+ val taskInfo_3_3_hostB = new TaskInfo(3L,1,1,0L,"3","hostB",
TaskLocality.ANY, false)
+
+ test ("expireExecutorsInBlacklist works ") {
+ val conf = new SparkConf().setAppName("test").setMaster("local")
+ .set("spark.ui.enabled","false")
+ .set("spark.scheduler.blacklist.recoverPeriod", "2")
+ sc = new SparkContext(conf)
+ val scheduler = new TaskSchedulerImpl(sc, 1)
+
+ val tracker = new BlacklistTracker(conf)
+ tracker.start()
+ Thread.sleep(100)
+ tracker.updateFailureExecutors(taskInfo_1_1_hostA, FAILURE)
+ assert(tracker.executorBlacklist(scheduler, 1L) === Set("1"))
+
+ // sleep 2 second to wait for expireExecutorsInBlackList be triggered
+ Thread.sleep(2000)
+ assert(tracker.executorBlacklist(scheduler, 1L) === Set())
+
+ tracker.stop()
+ }
+
+ test("default strategy works as exceptation") {
+ val conf = new SparkConf().setAppName("test").setMaster("local")
+ .set("spark.ui.enabled","false")
+ sc = new SparkContext(conf)
+ val scheduler = new TaskSchedulerImpl(sc, 1)
+
+ val tracker = new BlacklistTracker(conf)
+ tracker.updateFailureExecutors(taskInfo_1_1_hostA, FAILURE)
+ tracker.updateFailureExecutors(taskInfo_2_1_hostA, FAILURE)
+ assert(tracker.executorBlacklist(scheduler, 1L) === Set("1","2"))
+ assert(tracker.executorBlacklist(scheduler, 2L) === Set())
+
+ tracker.updateFailureExecutors(taskInfo_1_1_hostA, Success)
+ assert(tracker.executorBlacklist(scheduler, 1L) === Set("2"))
+ assert(tracker.nodeBlacklist() === Set())
+
+ tracker.updateFailureExecutors(taskInfo_3_3_hostB, FAILURE)
+ assert(tracker.executorBlacklist(scheduler, 3L) === Set("3"))
+ assert(tracker.nodeBlacklist() === Set())
+
+ tracker.updateFailureExecutors(taskInfo_2_1_hostA, Success)
+ assert(tracker.executorBlacklist(scheduler, 1L) === Set())
+ }
+
+ test ("strict strategy works as exception") {
+ val conf = new SparkConf().setAppName("test").setMaster("local")
+ .set("spark.ui.enabled","false")
+ .set("spark.scheduler.blacklist.strategy", "strict")
+ sc = new SparkContext(conf)
+ val scheduler = new TaskSchedulerImpl(sc, 1)
+
+ val tracker = new BlacklistTracker(conf)
+ tracker.updateFailureExecutors(taskInfo_1_1_hostA, FAILURE)
+ assert(tracker.executorBlacklist(scheduler, 1L) === Set("1"))
+ tracker.updateFailureExecutors(taskInfo_1_2_hostA, FAILURE)
+ assert(tracker.executorBlacklist(scheduler, 2L) === Set("1"))
+ assert(tracker.nodeBlacklist() === Set("hostA"))
+
+ tracker.updateFailureExecutors(taskInfo_2_1_hostA, FAILURE)
+ assert(tracker.executorBlacklist(scheduler, 2L) === Set("1", "2"))
+ assert(tracker.nodeBlacklist() === Set("hostA"))
+
+ tracker.updateFailureExecutors(taskInfo_1_1_hostA, Success)
+ assert(tracker.executorBlacklist(scheduler, 1L) === Set("1","2"))
+
+ tracker.updateFailureExecutors(taskInfo_3_3_hostB, FAILURE)
+ assert(tracker.executorBlacklist(scheduler, 3L) === Set("1","2","3"))
+ assert(tracker.nodeBlacklist() === Set("hostA","hostB"))
+ }
+
+ test ("threshold strategy works as exception") {
+ val conf = new SparkConf().setAppName("test").setMaster("local")
+ .set("spark.ui.enabled","false")
+ .set("spark.scheduler.blacklist.strategy", "threshold")
+ .set("spark.scheduler.blacklist.threshold.maxFailureTaskNumber", "1")
+ .set("spark.scheduler.blacklist.threshold.maxBlackExecutorNumber",
"0")
+ sc = new SparkContext(conf)
+ val scheduler = new TaskSchedulerImpl(sc, 1)
+
+ val tracker = new BlacklistTracker(conf)
+ tracker.updateFailureExecutors(taskInfo_1_1_hostA, FAILURE)
+ assert(tracker.executorBlacklist(scheduler, 1L) === Set())
+ tracker.updateFailureExecutors(taskInfo_1_2_hostA, FAILURE)
+ assert(tracker.executorBlacklist(scheduler, 2L) === Set("1"))
+ assert(tracker.nodeBlacklist() === Set("hostA"))
+
+ tracker.updateFailureExecutors(taskInfo_2_1_hostA, FAILURE)
+ assert(tracker.executorBlacklist(scheduler, 2L) === Set("1"))
+ assert(tracker.nodeBlacklist() === Set("hostA"))
+
+ tracker.updateFailureExecutors(taskInfo_1_1_hostA, Success)
+ assert(tracker.executorBlacklist(scheduler, 1L) === Set())
+ }
+
+ test ("test speculate executor feature under threshold strategy") {
+ val conf = new SparkConf().setAppName("test").setMaster("local")
+ .set("spark.ui.enabled","false")
+ .set("spark.scheduler.blacklist.strategy", "threshold")
+ .set("spark.scheduler.blacklist.threshold.maxFailureTaskNumber", "1")
+ .set("spark.scheduler.blacklist.threshold.maxBlackExecutorNumber",
"0")
+ .set("spark.scheduler.blacklist.speculate","true")
+ sc = new SparkContext(conf)
+ val scheduler = spy(new TaskSchedulerImpl(sc, 1))
+
when(scheduler.getExecutorsAliveOnHost("hostA")).thenReturn(Some(Set("1","2")))
+
+ val tracker = new BlacklistTracker(conf)
+ tracker.updateFailureExecutors(taskInfo_1_1_hostA, FAILURE)
+ assert(tracker.executorBlacklist(scheduler, 1L) === Set())
+ tracker.updateFailureExecutors(taskInfo_1_2_hostA, FAILURE)
+ assert(tracker.executorBlacklist(scheduler, 2L) === Set("1", "2"))
+ assert(tracker.nodeBlacklist() === Set("hostA"))
+
+ tracker.updateFailureExecutors(taskInfo_2_1_hostA, FAILURE)
+ assert(tracker.executorBlacklist(scheduler, 2L) === Set("1", "2"))
+ assert(tracker.nodeBlacklist() === Set("hostA"))
+
+ tracker.updateFailureExecutors(taskInfo_1_1_hostA, Success)
+ assert(tracker.executorBlacklist(scheduler, 1L) === Set())
+ }
+
+ test ("unsupported strategy wors as exception") {
+ val ex = intercept[Exception]{
+ val conf = new SparkConf().setAppName("test").setMaster("local")
+ .set("spark.ui.enabled","false")
+ .set("spark.scheduler.blacklist.strategy", "FAKE")
+ sc = new SparkContext(conf)
+ val scheduler = new TaskSchedulerImpl(sc, 1)
+ }
+ assert(ex.getMessage === "No match blacklist strategy for: FAKE")
--- End diff --
nit: "No matching blacklist ..."
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