svn merge -c 1445456 FIXES: MAPREDUCE-4992. AM hangs in RecoveryService when recovering tasks with speculative attempts. Contributed by Robert Parker
git-svn-id: https://svn.apache.org/repos/asf/hadoop/common/branches/branch-2@1445457 13f79535-47bb-0310-9956-ffa450edef68
This commit is contained in:
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a6f31c1d91
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@ -566,6 +566,9 @@ Release 0.23.7 - UNRELEASED
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MAPREDUCE-4458. Warn if java.library.path is used for AM or Task
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MAPREDUCE-4458. Warn if java.library.path is used for AM or Task
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(Robert Parker via jeagles)
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(Robert Parker via jeagles)
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MAPREDUCE-4992. AM hangs in RecoveryService when recovering tasks with
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speculative attempts (Robert Parker via jlowe)
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Release 0.23.6 - UNRELEASED
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Release 0.23.6 - UNRELEASED
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INCOMPATIBLE CHANGES
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INCOMPATIBLE CHANGES
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@ -21,9 +21,12 @@ package org.apache.hadoop.mapreduce.v2.app.recover;
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import java.io.IOException;
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import java.io.IOException;
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import java.util.ArrayList;
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import java.util.ArrayList;
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import java.util.HashMap;
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import java.util.HashMap;
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import java.util.Iterator;
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import java.util.LinkedList;
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import java.util.LinkedList;
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import java.util.List;
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import java.util.List;
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import java.util.Map;
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import java.util.Map;
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import java.util.Map.Entry;
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import java.util.Set;
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import org.apache.commons.logging.Log;
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import org.apache.commons.logging.Log;
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import org.apache.commons.logging.LogFactory;
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import org.apache.commons.logging.LogFactory;
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@ -35,6 +38,7 @@ import org.apache.hadoop.mapred.JobConf;
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import org.apache.hadoop.mapreduce.MRJobConfig;
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import org.apache.hadoop.mapreduce.MRJobConfig;
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import org.apache.hadoop.mapreduce.OutputCommitter;
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import org.apache.hadoop.mapreduce.OutputCommitter;
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import org.apache.hadoop.mapreduce.TaskAttemptContext;
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import org.apache.hadoop.mapreduce.TaskAttemptContext;
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import org.apache.hadoop.mapreduce.TaskAttemptID;
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import org.apache.hadoop.mapreduce.TaskType;
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import org.apache.hadoop.mapreduce.TaskType;
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import org.apache.hadoop.mapreduce.TypeConverter;
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import org.apache.hadoop.mapreduce.TypeConverter;
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import org.apache.hadoop.mapreduce.jobhistory.JobHistoryParser;
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import org.apache.hadoop.mapreduce.jobhistory.JobHistoryParser;
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@ -108,7 +112,7 @@ public class RecoveryService extends CompositeService implements Recovery {
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private JobInfo jobInfo = null;
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private JobInfo jobInfo = null;
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private final Map<TaskId, TaskInfo> completedTasks =
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private final Map<TaskId, TaskInfo> completedTasks =
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new HashMap<TaskId, TaskInfo>();
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new HashMap<TaskId, TaskInfo>();
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private final List<TaskEvent> pendingTaskScheduleEvents =
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private final List<TaskEvent> pendingTaskScheduleEvents =
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new ArrayList<TaskEvent>();
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new ArrayList<TaskEvent>();
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@ -193,6 +197,14 @@ public class RecoveryService extends CompositeService implements Recovery {
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.getAllTasks();
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.getAllTasks();
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for (TaskInfo taskInfo : taskInfos.values()) {
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for (TaskInfo taskInfo : taskInfos.values()) {
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if (TaskState.SUCCEEDED.toString().equals(taskInfo.getTaskStatus())) {
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if (TaskState.SUCCEEDED.toString().equals(taskInfo.getTaskStatus())) {
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Iterator<Entry<TaskAttemptID, TaskAttemptInfo>> taskAttemptIterator =
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taskInfo.getAllTaskAttempts().entrySet().iterator();
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while (taskAttemptIterator.hasNext()) {
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Map.Entry<TaskAttemptID, TaskAttemptInfo> currentEntry = taskAttemptIterator.next();
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if (!jobInfo.getAllCompletedTaskAttempts().containsKey(currentEntry.getKey())) {
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taskAttemptIterator.remove();
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}
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}
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completedTasks
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completedTasks
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.put(TypeConverter.toYarn(taskInfo.getTaskId()), taskInfo);
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.put(TypeConverter.toYarn(taskInfo.getTaskId()), taskInfo);
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LOG.info("Read from history task "
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LOG.info("Read from history task "
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@ -215,6 +227,7 @@ public class RecoveryService extends CompositeService implements Recovery {
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JobHistoryUtils.getConfiguredHistoryStagingDirPrefix(conf, jobId);
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JobHistoryUtils.getConfiguredHistoryStagingDirPrefix(conf, jobId);
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Path histDirPath =
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Path histDirPath =
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FileContext.getFileContext(conf).makeQualified(new Path(jobhistoryDir));
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FileContext.getFileContext(conf).makeQualified(new Path(jobhistoryDir));
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LOG.info("Trying file " + histDirPath.toString());
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FileContext fc = FileContext.getFileContext(histDirPath.toUri(), conf);
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FileContext fc = FileContext.getFileContext(histDirPath.toUri(), conf);
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// read the previous history file
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// read the previous history file
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historyFile =
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historyFile =
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@ -50,11 +50,15 @@ import org.apache.hadoop.mapreduce.v2.api.records.TaskState;
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import org.apache.hadoop.mapreduce.v2.app.job.Job;
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import org.apache.hadoop.mapreduce.v2.app.job.Job;
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import org.apache.hadoop.mapreduce.v2.app.job.Task;
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import org.apache.hadoop.mapreduce.v2.app.job.Task;
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import org.apache.hadoop.mapreduce.v2.app.job.TaskAttempt;
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import org.apache.hadoop.mapreduce.v2.app.job.TaskAttempt;
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import org.apache.hadoop.mapreduce.v2.app.job.event.TaskAttemptContainerLaunchedEvent;
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import org.apache.hadoop.mapreduce.v2.app.job.event.TaskAttemptEvent;
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import org.apache.hadoop.mapreduce.v2.app.job.event.TaskAttemptEvent;
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import org.apache.hadoop.mapreduce.v2.app.job.event.TaskAttemptEventType;
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import org.apache.hadoop.mapreduce.v2.app.job.event.TaskAttemptEventType;
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import org.apache.hadoop.mapreduce.v2.app.job.event.TaskEvent;
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import org.apache.hadoop.mapreduce.v2.app.job.event.TaskEventType;
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import org.apache.hadoop.mapreduce.v2.app.launcher.ContainerLauncher;
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import org.apache.hadoop.mapreduce.v2.app.launcher.ContainerLauncher;
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import org.apache.hadoop.mapreduce.v2.app.launcher.ContainerLauncherEvent;
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import org.apache.hadoop.mapreduce.v2.app.launcher.ContainerLauncherEvent;
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import org.apache.hadoop.util.ReflectionUtils;
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import org.apache.hadoop.util.ReflectionUtils;
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import org.apache.hadoop.yarn.api.records.ContainerId;
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import org.apache.hadoop.yarn.event.EventHandler;
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import org.apache.hadoop.yarn.event.EventHandler;
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import org.junit.Test;
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import org.junit.Test;
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@ -734,12 +738,173 @@ public class TestRecovery {
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app.verifyCompleted();
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app.verifyCompleted();
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validateOutput();
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validateOutput();
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}
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}
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/**
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* AM with 2 maps and 1 reduce. For 1st map, one attempt fails, one attempt
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* completely disappears because of failed launch, one attempt gets killed and
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* one attempt succeeds. AM crashes after the first tasks finishes and
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* recovers completely and succeeds in the second generation.
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*
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* @throws Exception
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*/
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@Test
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public void testSpeculative() throws Exception {
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int runCount = 0;
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long am1StartTimeEst = System.currentTimeMillis();
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MRApp app = new MRAppWithHistory(2, 1, false, this.getClass().getName(), true, ++runCount);
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Configuration conf = new Configuration();
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conf.setBoolean("mapred.mapper.new-api", true);
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conf.setBoolean("mapred.reducer.new-api", true);
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conf.setBoolean(MRJobConfig.JOB_UBERTASK_ENABLE, false);
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conf.set(FileOutputFormat.OUTDIR, outputDir.toString());
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Job job = app.submit(conf);
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app.waitForState(job, JobState.RUNNING);
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long jobStartTime = job.getReport().getStartTime();
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//all maps would be running
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Assert.assertEquals("No of tasks not correct",
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3, job.getTasks().size());
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Iterator<Task> it = job.getTasks().values().iterator();
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Task mapTask1 = it.next();
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Task mapTask2 = it.next();
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Task reduceTask = it.next();
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// all maps must be running
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app.waitForState(mapTask1, TaskState.RUNNING);
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app.waitForState(mapTask2, TaskState.RUNNING);
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// Launch a Speculative Task for the first Task
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app.getContext().getEventHandler().handle(
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new TaskEvent(mapTask1.getID(), TaskEventType.T_ADD_SPEC_ATTEMPT));
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int timeOut = 0;
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while (mapTask1.getAttempts().size() != 2 && timeOut++ < 10) {
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Thread.sleep(1000);
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LOG.info("Waiting for next attempt to start");
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}
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Iterator<TaskAttempt> t1it = mapTask1.getAttempts().values().iterator();
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TaskAttempt task1Attempt1 = t1it.next();
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TaskAttempt task1Attempt2 = t1it.next();
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TaskAttempt task2Attempt = mapTask2.getAttempts().values().iterator().next();
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ContainerId t1a2contId = task1Attempt2.getAssignedContainerID();
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LOG.info(t1a2contId.toString());
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LOG.info(task1Attempt1.getID().toString());
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LOG.info(task1Attempt2.getID().toString());
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// Launch container for speculative attempt
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app.getContext().getEventHandler().handle(
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new TaskAttemptContainerLaunchedEvent(task1Attempt2.getID(), runCount));
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//before sending the TA_DONE, event make sure attempt has come to
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//RUNNING state
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app.waitForState(task1Attempt1, TaskAttemptState.RUNNING);
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app.waitForState(task1Attempt2, TaskAttemptState.RUNNING);
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app.waitForState(task2Attempt, TaskAttemptState.RUNNING);
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// reduces must be in NEW state
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Assert.assertEquals("Reduce Task state not correct",
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TaskState.RUNNING, reduceTask.getReport().getTaskState());
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//send the done signal to the map 1 attempt 1
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app.getContext().getEventHandler().handle(
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new TaskAttemptEvent(
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task1Attempt1.getID(),
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TaskAttemptEventType.TA_DONE));
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app.waitForState(task1Attempt1, TaskAttemptState.SUCCEEDED);
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//wait for first map task to complete
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app.waitForState(mapTask1, TaskState.SUCCEEDED);
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long task1StartTime = mapTask1.getReport().getStartTime();
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long task1FinishTime = mapTask1.getReport().getFinishTime();
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//stop the app
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app.stop();
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//rerun
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//in rerun the 1st map will be recovered from previous run
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long am2StartTimeEst = System.currentTimeMillis();
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app = new MRAppWithHistory(2, 1, false, this.getClass().getName(), false, ++runCount);
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conf = new Configuration();
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conf.setBoolean(MRJobConfig.MR_AM_JOB_RECOVERY_ENABLE, true);
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conf.setBoolean("mapred.mapper.new-api", true);
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conf.setBoolean("mapred.reducer.new-api", true);
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conf.set(FileOutputFormat.OUTDIR, outputDir.toString());
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conf.setBoolean(MRJobConfig.JOB_UBERTASK_ENABLE, false);
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job = app.submit(conf);
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app.waitForState(job, JobState.RUNNING);
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//all maps would be running
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Assert.assertEquals("No of tasks not correct",
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3, job.getTasks().size());
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it = job.getTasks().values().iterator();
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mapTask1 = it.next();
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mapTask2 = it.next();
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reduceTask = it.next();
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// first map will be recovered, no need to send done
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app.waitForState(mapTask1, TaskState.SUCCEEDED);
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app.waitForState(mapTask2, TaskState.RUNNING);
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task2Attempt = mapTask2.getAttempts().values().iterator().next();
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//before sending the TA_DONE, event make sure attempt has come to
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//RUNNING state
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app.waitForState(task2Attempt, TaskAttemptState.RUNNING);
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//send the done signal to the 2nd map task
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app.getContext().getEventHandler().handle(
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new TaskAttemptEvent(
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mapTask2.getAttempts().values().iterator().next().getID(),
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TaskAttemptEventType.TA_DONE));
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//wait to get it completed
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app.waitForState(mapTask2, TaskState.SUCCEEDED);
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//wait for reduce to be running before sending done
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app.waitForState(reduceTask, TaskState.RUNNING);
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//send the done signal to the reduce
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app.getContext().getEventHandler().handle(
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new TaskAttemptEvent(
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reduceTask.getAttempts().values().iterator().next().getID(),
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TaskAttemptEventType.TA_DONE));
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app.waitForState(job, JobState.SUCCEEDED);
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app.verifyCompleted();
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Assert.assertEquals("Job Start time not correct",
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jobStartTime, job.getReport().getStartTime());
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Assert.assertEquals("Task Start time not correct",
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task1StartTime, mapTask1.getReport().getStartTime());
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Assert.assertEquals("Task Finish time not correct",
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task1FinishTime, mapTask1.getReport().getFinishTime());
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Assert.assertEquals(2, job.getAMInfos().size());
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int attemptNum = 1;
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// Verify AMInfo
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for (AMInfo amInfo : job.getAMInfos()) {
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Assert.assertEquals(attemptNum++, amInfo.getAppAttemptId()
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.getAttemptId());
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Assert.assertEquals(amInfo.getAppAttemptId(), amInfo.getContainerId()
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.getApplicationAttemptId());
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Assert.assertEquals(MRApp.NM_HOST, amInfo.getNodeManagerHost());
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Assert.assertEquals(MRApp.NM_PORT, amInfo.getNodeManagerPort());
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Assert.assertEquals(MRApp.NM_HTTP_PORT, amInfo.getNodeManagerHttpPort());
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}
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long am1StartTimeReal = job.getAMInfos().get(0).getStartTime();
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long am2StartTimeReal = job.getAMInfos().get(1).getStartTime();
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Assert.assertTrue(am1StartTimeReal >= am1StartTimeEst
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&& am1StartTimeReal <= am2StartTimeEst);
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Assert.assertTrue(am2StartTimeReal >= am2StartTimeEst
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&& am2StartTimeReal <= System.currentTimeMillis());
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}
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private void writeBadOutput(TaskAttempt attempt, Configuration conf)
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private void writeBadOutput(TaskAttempt attempt, Configuration conf)
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throws Exception {
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throws Exception {
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TaskAttemptContext tContext = new TaskAttemptContextImpl(conf,
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TaskAttemptContext tContext = new TaskAttemptContextImpl(conf,
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TypeConverter.fromYarn(attempt.getID()));
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TypeConverter.fromYarn(attempt.getID()));
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TextOutputFormat<?, ?> theOutputFormat = new TextOutputFormat();
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TextOutputFormat<?, ?> theOutputFormat = new TextOutputFormat();
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RecordWriter theRecordWriter = theOutputFormat
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RecordWriter theRecordWriter = theOutputFormat
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.getRecordWriter(tContext);
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.getRecordWriter(tContext);
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@ -246,6 +246,7 @@ public class JobHistoryParser implements HistoryEventHandler {
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attemptInfo.state = StringInterner.weakIntern(event.getState());
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attemptInfo.state = StringInterner.weakIntern(event.getState());
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attemptInfo.counters = event.getCounters();
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attemptInfo.counters = event.getCounters();
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attemptInfo.hostname = StringInterner.weakIntern(event.getHostname());
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attemptInfo.hostname = StringInterner.weakIntern(event.getHostname());
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info.completedTaskAttemptsMap.put(event.getAttemptId(), attemptInfo);
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}
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}
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private void handleReduceAttemptFinishedEvent
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private void handleReduceAttemptFinishedEvent
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@ -262,6 +263,7 @@ public class JobHistoryParser implements HistoryEventHandler {
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attemptInfo.hostname = StringInterner.weakIntern(event.getHostname());
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attemptInfo.hostname = StringInterner.weakIntern(event.getHostname());
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attemptInfo.port = event.getPort();
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attemptInfo.port = event.getPort();
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attemptInfo.rackname = StringInterner.weakIntern(event.getRackName());
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attemptInfo.rackname = StringInterner.weakIntern(event.getRackName());
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info.completedTaskAttemptsMap.put(event.getAttemptId(), attemptInfo);
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}
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}
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private void handleMapAttemptFinishedEvent(MapAttemptFinishedEvent event) {
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private void handleMapAttemptFinishedEvent(MapAttemptFinishedEvent event) {
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@ -276,6 +278,7 @@ public class JobHistoryParser implements HistoryEventHandler {
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attemptInfo.hostname = StringInterner.weakIntern(event.getHostname());
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attemptInfo.hostname = StringInterner.weakIntern(event.getHostname());
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attemptInfo.port = event.getPort();
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attemptInfo.port = event.getPort();
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attemptInfo.rackname = StringInterner.weakIntern(event.getRackName());
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attemptInfo.rackname = StringInterner.weakIntern(event.getRackName());
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info.completedTaskAttemptsMap.put(event.getAttemptId(), attemptInfo);
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}
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}
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private void handleTaskAttemptFailedEvent(
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private void handleTaskAttemptFailedEvent(
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@ -306,6 +309,7 @@ public class JobHistoryParser implements HistoryEventHandler {
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taskInfo.successfulAttemptId = null;
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taskInfo.successfulAttemptId = null;
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}
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}
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}
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}
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info.completedTaskAttemptsMap.put(event.getTaskAttemptId(), attemptInfo);
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}
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}
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private void handleTaskAttemptStartedEvent(TaskAttemptStartedEvent event) {
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private void handleTaskAttemptStartedEvent(TaskAttemptStartedEvent event) {
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@ -443,6 +447,7 @@ public class JobHistoryParser implements HistoryEventHandler {
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Map<JobACL, AccessControlList> jobACLs;
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Map<JobACL, AccessControlList> jobACLs;
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Map<TaskID, TaskInfo> tasksMap;
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Map<TaskID, TaskInfo> tasksMap;
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Map<TaskAttemptID, TaskAttemptInfo> completedTaskAttemptsMap;
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List<AMInfo> amInfos;
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List<AMInfo> amInfos;
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AMInfo latestAmInfo;
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AMInfo latestAmInfo;
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boolean uberized;
|
boolean uberized;
|
||||||
|
@ -456,6 +461,7 @@ public class JobHistoryParser implements HistoryEventHandler {
|
||||||
finishedMaps = finishedReduces = 0;
|
finishedMaps = finishedReduces = 0;
|
||||||
username = jobname = jobConfPath = jobQueueName = "";
|
username = jobname = jobConfPath = jobQueueName = "";
|
||||||
tasksMap = new HashMap<TaskID, TaskInfo>();
|
tasksMap = new HashMap<TaskID, TaskInfo>();
|
||||||
|
completedTaskAttemptsMap = new HashMap<TaskAttemptID, TaskAttemptInfo>();
|
||||||
jobACLs = new HashMap<JobACL, AccessControlList>();
|
jobACLs = new HashMap<JobACL, AccessControlList>();
|
||||||
priority = JobPriority.NORMAL;
|
priority = JobPriority.NORMAL;
|
||||||
}
|
}
|
||||||
|
@ -530,6 +536,8 @@ public class JobHistoryParser implements HistoryEventHandler {
|
||||||
public Counters getReduceCounters() { return reduceCounters; }
|
public Counters getReduceCounters() { return reduceCounters; }
|
||||||
/** @return the map of all tasks in this job */
|
/** @return the map of all tasks in this job */
|
||||||
public Map<TaskID, TaskInfo> getAllTasks() { return tasksMap; }
|
public Map<TaskID, TaskInfo> getAllTasks() { return tasksMap; }
|
||||||
|
/** @return the map of all completed task attempts in this job */
|
||||||
|
public Map<TaskAttemptID, TaskAttemptInfo> getAllCompletedTaskAttempts() { return completedTaskAttemptsMap; }
|
||||||
/** @return the priority of this job */
|
/** @return the priority of this job */
|
||||||
public String getPriority() { return priority.toString(); }
|
public String getPriority() { return priority.toString(); }
|
||||||
public Map<JobACL, AccessControlList> getJobACLs() { return jobACLs; }
|
public Map<JobACL, AccessControlList> getJobACLs() { return jobACLs; }
|
||||||
|
|
Loading…
Reference in New Issue