Apache
/
hadoop
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

MAPREDUCE-7259. testSpeculateSuccessfulWithUpdateEvents fails Intermittently 

Signed-off-by: Jonathan Eagles <jeagles@gmail.com>
This commit is contained in:
Ahmed Hussein 2020-01-28 10:57:33 -06:00 committed by Jonathan Eagles
parent 94f060242e
commit 08251538fe
2 changed files with 123 additions and 202 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

27
hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-app/src/test/java/org/apache/hadoop/mapreduce/v2/app/MRApp.java
View File

@ -22,11 +22,8 @@ import java.io.File;
import java.io.FileOutputStream;
import java.io.IOException;
import java.net.InetSocketAddress;
import java.util.Arrays;
import java.util.EnumSet;
import java.util.List;
import java.util.stream.Collectors;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileContext;
import org.apache.hadoop.fs.FileSystem;
@ -375,30 +372,6 @@ public class MRApp extends MRAppMaster {
report.getTaskAttemptState());
}
public void waitForState(TaskAttempt attempt,
TaskAttemptState...finalStates) throws Exception {
int timeoutSecs = 0;
TaskAttemptReport report = attempt.getReport();
List<TaskAttemptState> targetStates = Arrays.asList(finalStates);
String statesValues = targetStates.stream().map(Object::toString).collect(
Collectors.joining(","));
while (!targetStates.contains(report.getTaskAttemptState()) &&
timeoutSecs++ < 20) {
System.out.println(
"TaskAttempt " + attempt.getID().toString() + " State is : "
+ report.getTaskAttemptState()
+ " Waiting for states: " + statesValues
+ ". curent state is : " + report.getTaskAttemptState()
+ ". progress : " + report.getProgress());
report = attempt.getReport();
Thread.sleep(500);
}
System.out.println("TaskAttempt State is : "
+ report.getTaskAttemptState());
Assert.assertTrue("TaskAttempt state is not correct (timedout)",
targetStates.contains(report.getTaskAttemptState()));
}
public void waitForState(Task task, TaskState finalState) throws Exception {
int timeoutSecs = 0;
TaskReport report = task.getReport();

298
hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-jobclient/src/test/java/org/apache/hadoop/mapreduce/v2/TestSpeculativeExecutionWithMRApp.java
View File

@ -18,16 +18,13 @@
package org.apache.hadoop.mapreduce.v2;
import java.lang.annotation.Retention;
import java.lang.annotation.RetentionPolicy;
import java.util.Arrays;
import java.util.Collection;
import java.util.Iterator;
import java.util.Map;
import java.util.Random;
import java.util.concurrent.atomic.AtomicInteger;
import java.util.concurrent.TimeoutException;
import java.util.concurrent.atomic.AtomicReference;
import org.apache.hadoop.mapreduce.MRJobConfig;
import org.apache.hadoop.mapreduce.v2.app.speculate.LegacyTaskRuntimeEstimator;
import org.apache.hadoop.mapreduce.v2.app.speculate.SimpleExponentialTaskRuntimeEstimator;
@ -50,18 +47,12 @@ import org.apache.hadoop.mapreduce.v2.app.job.event.TaskAttemptStatusUpdateEvent
import org.apache.hadoop.service.Service;
import org.apache.hadoop.test.GenericTestUtils;
import org.apache.hadoop.yarn.event.EventHandler;
import org.apache.hadoop.yarn.util.Clock;
import org.apache.hadoop.yarn.util.ControlledClock;
import org.apache.hadoop.yarn.util.SystemClock;
import org.junit.Rule;
import org.junit.Before;
import org.junit.Test;
import com.google.common.base.Supplier;
import org.junit.rules.TestRule;
import org.junit.runner.Description;
import org.junit.runner.RunWith;
import org.junit.runners.Parameterized;
import org.junit.runners.model.Statement;
/**
* The type Test speculative execution with mr app.
@ -70,74 +61,11 @@ import org.junit.runners.model.Statement;
@SuppressWarnings({ "unchecked", "rawtypes" })
@RunWith(Parameterized.class)
public class TestSpeculativeExecutionWithMRApp {
/** Number of times to re-try the failing tests. */
private static final int ASSERT_SPECULATIONS_COUNT_RETRIES = 3;
private static final int NUM_MAPPERS = 5;
private static final int NUM_REDUCERS = 0;
/**
* Speculation has non-deterministic behavior due to racing and timing. Use
* retry to verify that junit tests can pass.
*/
@Retention(RetentionPolicy.RUNTIME)
public @interface Retry {}
/**
* The type Retry rule.
*/
class RetryRule implements TestRule {
private AtomicInteger retryCount;
/**
* Instantiates a new Retry rule.
*
* @param retries the retries
*/
RetryRule(int retries) {
super();
this.retryCount = new AtomicInteger(retries);
}
@Override
public Statement apply(final Statement base,
final Description description) {
return new Statement() {
@Override
public void evaluate() throws Throwable {
Throwable caughtThrowable = null;
while (retryCount.getAndDecrement() > 0) {
try {
base.evaluate();
return;
} catch (Throwable t) {
if (retryCount.get() > 0 &&
description.getAnnotation(Retry.class) != null) {
caughtThrowable = t;
System.out.println(
description.getDisplayName() +
": Failed, " +
retryCount.toString() +
" retries remain");
} else {
throw caughtThrowable;
}
}
}
}
};
}
}
/**
* The Rule.
*/
@Rule
public RetryRule rule = new RetryRule(ASSERT_SPECULATIONS_COUNT_RETRIES);
/**
* Gets test parameters.
* Get test parameters.
*
* @return the test parameters
*/
@ -151,6 +79,7 @@ public class TestSpeculativeExecutionWithMRApp {
private Class<? extends TaskRuntimeEstimator> estimatorClass;
private final ControlledClock controlledClk;
/**
* Instantiates a new Test speculative execution with mr app.
*
@ -159,6 +88,12 @@ public class TestSpeculativeExecutionWithMRApp {
public TestSpeculativeExecutionWithMRApp(
Class<? extends TaskRuntimeEstimator> estimatorKlass) {
this.estimatorClass = estimatorKlass;
this.controlledClk = new ControlledClock();
}
@Before
public void setup() {
this.controlledClk.setTime(System.currentTimeMillis());
}
/**
@ -166,16 +101,11 @@ public class TestSpeculativeExecutionWithMRApp {
*
* @throws Exception the exception
*/
@Retry
@Test (timeout = 360000)
public void testSpeculateSuccessfulWithoutUpdateEvents() throws Exception {
Clock actualClock = SystemClock.getInstance();
final ControlledClock clock = new ControlledClock(actualClock);
clock.setTime(System.currentTimeMillis());
MRApp app =
new MRApp(NUM_MAPPERS, NUM_REDUCERS, false, "test", true, clock);
new MRApp(NUM_MAPPERS, NUM_REDUCERS, false, "test", true,
controlledClk);
Job job = app.submit(createConfiguration(), true, true);
app.waitForState(job, JobState.RUNNING);
@ -187,19 +117,13 @@ public class TestSpeculativeExecutionWithMRApp {
app.waitForState(taskIter.next(), TaskState.RUNNING);
}
// Process the update events
clock.setTime(System.currentTimeMillis() + 2000);
// Process the update events.
controlledClk.tickMsec(1000L);
EventHandler appEventHandler = app.getContext().getEventHandler();
for (Map.Entry<TaskId, Task> mapTask : tasks.entrySet()) {
for (Map.Entry<TaskAttemptId, TaskAttempt> taskAttempt : mapTask
.getValue().getAttempts().entrySet()) {
TaskAttemptStatus status =
createTaskAttemptStatus(taskAttempt.getKey(), (float) 0.8,
TaskAttemptState.RUNNING);
TaskAttemptStatusUpdateEvent event =
new TaskAttemptStatusUpdateEvent(taskAttempt.getKey(),
new AtomicReference<>(status));
appEventHandler.handle(event);
updateTaskProgress(appEventHandler, taskAttempt.getValue(), 0.8f);
}
}
@ -210,34 +134,26 @@ public class TestSpeculativeExecutionWithMRApp {
// Other than one random task, finish every other task.
for (Map.Entry<TaskId, Task> mapTask : tasks.entrySet()) {
for (Map.Entry<TaskAttemptId, TaskAttempt> taskAttempt : mapTask
.getValue().getAttempts().entrySet()) {
if (mapTask.getKey() != taskToBeSpeculated.getID()) {
appEventHandler.handle(new TaskAttemptEvent(taskAttempt.getKey(),
TaskAttemptEventType.TA_DONE));
appEventHandler.handle(new TaskAttemptEvent(taskAttempt.getKey(),
TaskAttemptEventType.TA_CONTAINER_COMPLETED));
app.waitForState(taskAttempt.getValue(), TaskAttemptState.SUCCEEDED,
TaskAttemptState.KILLED);
if (mapTask.getKey() != taskToBeSpeculated.getID()) {
for (Map.Entry<TaskAttemptId, TaskAttempt> taskAttempt : mapTask
.getValue().getAttempts().entrySet()) {
TaskAttemptId taId = taskAttempt.getKey();
if (taId.getId() > 0) {
// in case the speculator started a speculative TA, then skip it.
continue;
}
markTACompleted(appEventHandler, taskAttempt.getValue());
waitForTAState(taskAttempt.getValue(), TaskAttemptState.SUCCEEDED,
controlledClk);
}
}
}
GenericTestUtils.waitFor(new Supplier<Boolean>() {
@Override
public Boolean get() {
if (taskToBeSpeculated.getAttempts().size() != 2) {
clock.setTime(System.currentTimeMillis() + 1000);
return false;
} else {
return true;
}
}
}, 1000, 60000);
controlledClk.tickMsec(2000L);
waitForSpeculation(taskToBeSpeculated, controlledClk);
// finish 1st TA, 2nd will be killed
TaskAttempt[] ta = makeFirstAttemptWin(appEventHandler, taskToBeSpeculated);
verifySpeculationMessage(app, ta);
app.waitForState(Service.STATE.STOPPED);
waitForTAState(ta[0], TaskAttemptState.SUCCEEDED, controlledClk);
waitForAppStop(app, controlledClk);
}
/**
@ -245,16 +161,11 @@ public class TestSpeculativeExecutionWithMRApp {
*
* @throws Exception the exception
*/
@Retry
@Test (timeout = 360000)
public void testSpeculateSuccessfulWithUpdateEvents() throws Exception {
Clock actualClock = SystemClock.getInstance();
final ControlledClock clock = new ControlledClock(actualClock);
clock.setTime(System.currentTimeMillis());
MRApp app =
new MRApp(NUM_MAPPERS, NUM_REDUCERS, false, "test", true, clock);
new MRApp(NUM_MAPPERS, NUM_REDUCERS, false, "test", true,
controlledClk);
Job job = app.submit(createConfiguration(), true, true);
app.waitForState(job, JobState.RUNNING);
@ -266,103 +177,77 @@ public class TestSpeculativeExecutionWithMRApp {
app.waitForState(taskIter.next(), TaskState.RUNNING);
}
// Process the update events
clock.setTime(System.currentTimeMillis() + 1000);
// process the update events. Note that we should avoid advancing the clock
// by a value that triggers a speculation scan while updating the task
// progress, because the speculator may concurrently speculate tasks before
// we update their progress.
controlledClk.tickMsec(2000L);
EventHandler appEventHandler = app.getContext().getEventHandler();
for (Map.Entry<TaskId, Task> mapTask : tasks.entrySet()) {
for (Map.Entry<TaskAttemptId, TaskAttempt> taskAttempt : mapTask
.getValue().getAttempts().entrySet()) {
TaskAttemptStatus status =
createTaskAttemptStatus(taskAttempt.getKey(), (float) 0.5,
TaskAttemptState.RUNNING);
TaskAttemptStatusUpdateEvent event =
new TaskAttemptStatusUpdateEvent(taskAttempt.getKey(),
new AtomicReference<>(status));
appEventHandler.handle(event);
updateTaskProgress(appEventHandler, taskAttempt.getValue(), 0.5f);
}
}
Task speculatedTask = null;
int numTasksToFinish = NUM_MAPPERS + NUM_REDUCERS - 1;
clock.setTime(System.currentTimeMillis() + 1000);
controlledClk.tickMsec(1000L);
for (Map.Entry<TaskId, Task> task : tasks.entrySet()) {
for (Map.Entry<TaskAttemptId, TaskAttempt> taskAttempt : task.getValue()
.getAttempts().entrySet()) {
if (numTasksToFinish > 0) {
appEventHandler.handle(new TaskAttemptEvent(taskAttempt.getKey(),
TaskAttemptEventType.TA_DONE));
appEventHandler.handle(new TaskAttemptEvent(taskAttempt.getKey(),
TaskAttemptEventType.TA_CONTAINER_COMPLETED));
TaskAttemptId taId = taskAttempt.getKey();
if (numTasksToFinish > 0 && taId.getId() == 0) {
// Skip speculative attempts if any.
markTACompleted(appEventHandler, taskAttempt.getValue());
numTasksToFinish--;
app.waitForState(taskAttempt.getValue(), TaskAttemptState.KILLED,
TaskAttemptState.SUCCEEDED);
waitForTAState(taskAttempt.getValue(), TaskAttemptState.SUCCEEDED,
controlledClk);
} else {
// The last task is chosen for speculation
TaskAttemptStatus status =
createTaskAttemptStatus(taskAttempt.getKey(), (float) 0.75,
TaskAttemptState.RUNNING);
speculatedTask = task.getValue();
TaskAttemptStatusUpdateEvent event =
new TaskAttemptStatusUpdateEvent(taskAttempt.getKey(),
new AtomicReference<>(status));
appEventHandler.handle(event);
updateTaskProgress(appEventHandler, taskAttempt.getValue(), 0.75f);
}
}
}
clock.setTime(System.currentTimeMillis() + 15000);
controlledClk.tickMsec(15000L);
for (Map.Entry<TaskId, Task> task : tasks.entrySet()) {
for (Map.Entry<TaskAttemptId, TaskAttempt> taskAttempt : task.getValue()
.getAttempts().entrySet()) {
// Skip task attempts that are finished or killed.
if (!(taskAttempt.getValue().getState() == TaskAttemptState.SUCCEEDED
|| taskAttempt.getValue().getState() == TaskAttemptState.KILLED)) {
TaskAttemptStatus status =
createTaskAttemptStatus(taskAttempt.getKey(), (float) 0.75,
TaskAttemptState.RUNNING);
TaskAttemptStatusUpdateEvent event =
new TaskAttemptStatusUpdateEvent(taskAttempt.getKey(),
new AtomicReference<>(status));
appEventHandler.handle(event);
updateTaskProgress(appEventHandler, taskAttempt.getValue(), 0.75f);
}
}
}
final Task speculatedTaskConst = speculatedTask;
GenericTestUtils.waitFor(new Supplier<Boolean>() {
@Override
public Boolean get() {
if (speculatedTaskConst.getAttempts().size() != 2) {
clock.setTime(System.currentTimeMillis() + 1000);
return false;
} else {
return true;
}
}
}, 1000, 60000);
waitForSpeculation(speculatedTaskConst, controlledClk);
TaskAttempt[] ta = makeFirstAttemptWin(appEventHandler, speculatedTask);
verifySpeculationMessage(app, ta);
app.waitForState(Service.STATE.STOPPED);
waitForTAState(ta[0], TaskAttemptState.SUCCEEDED, controlledClk);
waitForAppStop(app, controlledClk);
}
private static TaskAttempt[] makeFirstAttemptWin(
EventHandler appEventHandler, Task speculatedTask) {
// finish 1st TA, 2nd will be killed
Collection<TaskAttempt> attempts = speculatedTask.getAttempts().values();
TaskAttempt[] ta = new TaskAttempt[attempts.size()];
attempts.toArray(ta);
appEventHandler.handle(
new TaskAttemptEvent(ta[0].getID(), TaskAttemptEventType.TA_DONE));
appEventHandler.handle(new TaskAttemptEvent(ta[0].getID(),
TaskAttemptEventType.TA_CONTAINER_COMPLETED));
markTACompleted(appEventHandler, ta[0]);
return ta;
}
private static void verifySpeculationMessage(MRApp app, TaskAttempt[] ta)
throws Exception {
app.waitForState(ta[0], TaskAttemptState.SUCCEEDED);
// The speculative attempt may be not killed before the MR job succeeds.
private static void markTACompleted(
EventHandler appEventHandler, TaskAttempt attempt) {
appEventHandler.handle(
new TaskAttemptEvent(attempt.getID(), TaskAttemptEventType.TA_DONE));
appEventHandler.handle(new TaskAttemptEvent(attempt.getID(),
TaskAttemptEventType.TA_CONTAINER_COMPLETED));
}
private TaskAttemptStatus createTaskAttemptStatus(TaskAttemptId id,
@ -387,6 +272,69 @@ public class TestSpeculativeExecutionWithMRApp {
MRJobConfig.MR_AM_TASK_ESTIMATOR_SIMPLE_SMOOTH_LAMBDA_MS,
1000L * 10);
}
conf.setLong(MRJobConfig.SPECULATIVE_RETRY_AFTER_NO_SPECULATE,
3000L);
return conf;
}
/**
* Wait for MRapp to stop while incrementing the controlled clock.
* @param app the MRApp to be stopped.
* @param cClock the controlled clock of the test.
* @throws TimeoutException
* @throws InterruptedException
*/
private void waitForAppStop(final MRApp app, final ControlledClock cClock)
throws TimeoutException, InterruptedException {
GenericTestUtils.waitFor(() -> {
if (app.getServiceState() != Service.STATE.STOPPED) {
cClock.tickMsec(250L);
return false;
}
return true;
}, 250, 60000);
}
/**
* Wait for the task to trigger a new speculation.
* @param speculatedTask the task we are monitoring.
* @param cClock the controlled clock of the test.
* @throws TimeoutException
* @throws InterruptedException
*/
private void waitForSpeculation(final Task speculatedTask,
final ControlledClock cClock)
throws TimeoutException, InterruptedException {
GenericTestUtils.waitFor(() -> {
if (speculatedTask.getAttempts().size() != 2) {
cClock.tickMsec(250L);
return false;
}
return true;
}, 250, 60000);
}
public void waitForTAState(TaskAttempt attempt,
TaskAttemptState finalState, final ControlledClock cClock)
throws Exception {
GenericTestUtils.waitFor(() -> {
if (attempt.getReport().getTaskAttemptState() != finalState) {
cClock.tickMsec(250L);
return false;
}
return true;
}, 250, 10000);
}
private void updateTaskProgress(EventHandler appEventHandler,
TaskAttempt attempt, float newProgress) {
TaskAttemptStatus status =
createTaskAttemptStatus(attempt.getID(), newProgress,
TaskAttemptState.RUNNING);
TaskAttemptStatusUpdateEvent event =
new TaskAttemptStatusUpdateEvent(attempt.getID(),
new AtomicReference<>(status));
appEventHandler.handle(event);
}
}