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[SPARK-17644] [CORE] Do not add failedStages when abortStage for fetch failure #15213
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
|
|
@@ -1241,6 +1241,7 @@ class DAGScheduler( | |
| s" ${task.stageAttemptId} and there is a more recent attempt for that stage " + | ||
| s"(attempt ID ${failedStage.latestInfo.attemptId}) running") | ||
| } else { | ||
| var abortedStage = false | ||
| // It is likely that we receive multiple FetchFailed for a single stage (because we have | ||
| // multiple tasks running concurrently on different executors). In that case, it is | ||
| // possible the fetch failure has already been handled by the scheduler. | ||
|
|
@@ -1256,11 +1257,13 @@ class DAGScheduler( | |
| if (disallowStageRetryForTest) { | ||
| abortStage(failedStage, "Fetch failure will not retry stage due to testing config", | ||
| None) | ||
| abortedStage = true | ||
| } else if (failedStage.failedOnFetchAndShouldAbort(task.stageAttemptId)) { | ||
| abortStage(failedStage, s"$failedStage (${failedStage.name}) " + | ||
| s"has failed the maximum allowable number of " + | ||
| s"times: ${Stage.MAX_CONSECUTIVE_FETCH_FAILURES}. " + | ||
| s"Most recent failure reason: ${failureMessage}", None) | ||
| abortedStage = true | ||
| } else if (failedStages.isEmpty) { | ||
|
||
| // Don't schedule an event to resubmit failed stages if failed isn't empty, because | ||
| // in that case the event will already have been scheduled. | ||
|
|
@@ -1271,8 +1274,10 @@ class DAGScheduler( | |
| override def run(): Unit = eventProcessLoop.post(ResubmitFailedStages) | ||
| }, DAGScheduler.RESUBMIT_TIMEOUT, TimeUnit.MILLISECONDS) | ||
| } | ||
| failedStages += failedStage | ||
| failedStages += mapStage | ||
| if (!abortedStage) { | ||
| failedStages += failedStage | ||
| failedStages += mapStage | ||
| } | ||
| // Mark the map whose fetch failed as broken in the map stage | ||
| if (mapId != -1) { | ||
| mapStage.removeOutputLoc(mapId, bmAddress) | ||
|
|
||
| Original file line number | Diff line number | Diff line change |
|---|---|---|
|
|
@@ -18,6 +18,7 @@ | |
| package org.apache.spark.scheduler | ||
|
|
||
| import java.util.Properties | ||
| import java.util.concurrent.atomic.AtomicBoolean | ||
|
|
||
| import scala.annotation.meta.param | ||
| import scala.collection.mutable.{ArrayBuffer, HashMap, HashSet, Map} | ||
|
|
@@ -31,6 +32,7 @@ import org.apache.spark._ | |
| import org.apache.spark.broadcast.BroadcastManager | ||
| import org.apache.spark.rdd.RDD | ||
| import org.apache.spark.scheduler.SchedulingMode.SchedulingMode | ||
| import org.apache.spark.shuffle.FetchFailedException | ||
|
||
| import org.apache.spark.shuffle.MetadataFetchFailedException | ||
| import org.apache.spark.storage.{BlockId, BlockManagerId, BlockManagerMaster} | ||
| import org.apache.spark.util.{AccumulatorContext, AccumulatorV2, CallSite, LongAccumulator, Utils} | ||
|
|
@@ -2105,6 +2107,59 @@ class DAGSchedulerSuite extends SparkFunSuite with LocalSparkContext with Timeou | |
| assert(scheduler.getShuffleDependencies(rddE) === Set(shuffleDepA, shuffleDepC)) | ||
| } | ||
|
|
||
| test("After one stage is aborted for too many failed attempts, subsequent stages" + | ||
| "still behave correctly on fetch failures") { | ||
|
Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Can you add the JIRA number here? That helps with tracking tests in the future. So something like "[SPARK-17644] After one stage is aborted..." |
||
| def fetchFailJob: Unit = { | ||
|
||
| val rdd1 = sc.makeRDD(Array(1, 2, 3, 4), 2).map(x => (x, 1)).groupByKey() | ||
| val shuffleHandle = | ||
| rdd1.dependencies.head.asInstanceOf[ShuffleDependency[_, _, _]].shuffleHandle | ||
| rdd1.map { | ||
| case (x, _) if (x == 1) => | ||
| throw new FetchFailedException( | ||
| BlockManagerId("1", "1", 1), shuffleHandle.shuffleId, 0, 0, "test") | ||
| case (x, _) => x | ||
| }.count() | ||
| } | ||
|
|
||
| def successJob: Unit = { | ||
|
||
| object FailThisAttempt { | ||
| val _fail = new AtomicBoolean(true) | ||
| } | ||
| val rdd1 = sc.makeRDD(Array(1, 2, 3, 4), 2).map(x => (x, 1)).groupByKey() | ||
| val shuffleHandle = | ||
| rdd1.dependencies.head.asInstanceOf[ShuffleDependency[_, _, _]].shuffleHandle | ||
| rdd1.map { | ||
| case (x, _) if (x == 1) && FailThisAttempt._fail.getAndSet(false) => | ||
| throw new FetchFailedException( | ||
| BlockManagerId("1", "1", 1), shuffleHandle.shuffleId, 0, 0, "test") | ||
| } | ||
| } | ||
|
|
||
| failAfter(60.seconds) { | ||
| val e = intercept[SparkException] { | ||
| fetchFailJob | ||
| } | ||
| assert(e.getMessage.contains("org.apache.spark.shuffle.FetchFailedException")) | ||
| } | ||
|
|
||
| // The following job that fails due to fetching failure will hang without | ||
| // the fix for SPARK-17644 | ||
|
||
| failAfter(60.seconds) { | ||
|
||
| val e = intercept[SparkException] { | ||
| fetchFailJob | ||
| } | ||
| assert(e.getMessage.contains("org.apache.spark.shuffle.FetchFailedException")) | ||
| } | ||
|
|
||
| failAfter(60.seconds) { | ||
| try { | ||
| successJob | ||
| } catch { | ||
| case e: Throwable => fail("this job should success") | ||
|
||
| } | ||
| } | ||
| } | ||
|
|
||
| /** | ||
| * Assert that the supplied TaskSet has exactly the given hosts as its preferred locations. | ||
| * Note that this checks only the host and not the executor ID. | ||
|
|
||
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There is another
abortStageinif (disallowStageRetryForTest) {branch.