hadoop JobClient 源码

  • 2022-10-20
  • 浏览 (148)

haddop JobClient 代码

文件路径:/hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-core/src/main/java/org/apache/hadoop/mapred/JobClient.java

/**
 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you under the Apache License, Version 2.0 (the
 * "License"); you may not use this file except in compliance
 * with the License.  You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */
package org.apache.hadoop.mapred;

import java.io.FileNotFoundException;
import java.io.IOException;
import java.net.InetSocketAddress;
import java.net.URL;
import java.security.PrivilegedExceptionAction;
import java.util.ArrayList;
import java.util.Collection;
import java.util.List;

import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.classification.InterfaceStability;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileStatus;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapred.ClusterStatus.BlackListInfo;
import org.apache.hadoop.mapreduce.Cluster;
import org.apache.hadoop.mapreduce.ClusterMetrics;
import org.apache.hadoop.mapreduce.Job;
import org.apache.hadoop.mapreduce.MRJobConfig;
import org.apache.hadoop.mapreduce.QueueInfo;
import org.apache.hadoop.mapreduce.TaskTrackerInfo;
import org.apache.hadoop.mapreduce.TaskType;
import org.apache.hadoop.mapreduce.filecache.DistributedCache;
import org.apache.hadoop.mapreduce.security.token.delegation.DelegationTokenIdentifier;
import org.apache.hadoop.mapreduce.tools.CLI;
import org.apache.hadoop.mapreduce.util.ConfigUtil;
import org.apache.hadoop.security.UserGroupInformation;
import org.apache.hadoop.security.token.SecretManager.InvalidToken;
import org.apache.hadoop.security.token.Token;
import org.apache.hadoop.util.Tool;
import org.apache.hadoop.util.ToolRunner;

/**
 * <code>JobClient</code> is the primary interface for the user-job to interact
 * with the cluster.
 * 
 * <code>JobClient</code> provides facilities to submit jobs, track their 
 * progress, access component-tasks' reports/logs, get the Map-Reduce cluster
 * status information etc.
 * 
 * <p>The job submission process involves:
 * <ol>
 *   <li>
 *   Checking the input and output specifications of the job.
 *   </li>
 *   <li>
 *   Computing the {@link InputSplit}s for the job.
 *   </li>
 *   <li>
 *   Setup the requisite accounting information for the {@link DistributedCache} 
 *   of the job, if necessary.
 *   </li>
 *   <li>
 *   Copying the job's jar and configuration to the map-reduce system directory 
 *   on the distributed file-system. 
 *   </li>
 *   <li>
 *   Submitting the job to the cluster and optionally monitoring
 *   it's status.
 *   </li>
 * </ol>
 *  
 * Normally the user creates the application, describes various facets of the
 * job via {@link JobConf} and then uses the <code>JobClient</code> to submit 
 * the job and monitor its progress.
 * 
 * <p>Here is an example on how to use <code>JobClient</code>:</p>
 * <p><blockquote><pre>
 *     // Create a new JobConf
 *     JobConf job = new JobConf(new Configuration(), MyJob.class);
 *     
 *     // Specify various job-specific parameters     
 *     job.setJobName("myjob");
 *     
 *     job.setInputPath(new Path("in"));
 *     job.setOutputPath(new Path("out"));
 *     
 *     job.setMapperClass(MyJob.MyMapper.class);
 *     job.setReducerClass(MyJob.MyReducer.class);
 *
 *     // Submit the job, then poll for progress until the job is complete
 *     JobClient.runJob(job);
 * </pre></blockquote>
 * 
 * <b id="JobControl">Job Control</b>
 * 
 * <p>At times clients would chain map-reduce jobs to accomplish complex tasks 
 * which cannot be done via a single map-reduce job. This is fairly easy since 
 * the output of the job, typically, goes to distributed file-system and that 
 * can be used as the input for the next job.</p>
 * 
 * <p>However, this also means that the onus on ensuring jobs are complete 
 * (success/failure) lies squarely on the clients. In such situations the 
 * various job-control options are:
 * <ol>
 *   <li>
 *   {@link #runJob(JobConf)} : submits the job and returns only after 
 *   the job has completed.
 *   </li>
 *   <li>
 *   {@link #submitJob(JobConf)} : only submits the job, then poll the 
 *   returned handle to the {@link RunningJob} to query status and make 
 *   scheduling decisions.
 *   </li>
 *   <li>
 *   {@link JobConf#setJobEndNotificationURI(String)} : setup a notification
 *   on job-completion, thus avoiding polling.
 *   </li>
 * </ol>
 * 
 * @see JobConf
 * @see ClusterStatus
 * @see Tool
 * @see DistributedCache
 */
@InterfaceAudience.Public
@InterfaceStability.Stable
public class JobClient extends CLI implements AutoCloseable {

  @InterfaceAudience.Private
  public static final String MAPREDUCE_CLIENT_RETRY_POLICY_ENABLED_KEY =
      "mapreduce.jobclient.retry.policy.enabled";
  @InterfaceAudience.Private
  public static final boolean MAPREDUCE_CLIENT_RETRY_POLICY_ENABLED_DEFAULT =
      false;
  @InterfaceAudience.Private
  public static final String MAPREDUCE_CLIENT_RETRY_POLICY_SPEC_KEY =
      "mapreduce.jobclient.retry.policy.spec";
  @InterfaceAudience.Private
  public static final String MAPREDUCE_CLIENT_RETRY_POLICY_SPEC_DEFAULT =
      "10000,6,60000,10"; // t1,n1,t2,n2,...

  public enum TaskStatusFilter { NONE, KILLED, FAILED, SUCCEEDED, ALL }
  private TaskStatusFilter taskOutputFilter = TaskStatusFilter.FAILED; 
  
  private int maxRetry = MRJobConfig.DEFAULT_MR_CLIENT_JOB_MAX_RETRIES;
  private long retryInterval =
      MRJobConfig.DEFAULT_MR_CLIENT_JOB_RETRY_INTERVAL;

  static{
    ConfigUtil.loadResources();
  }

  /**
   * A NetworkedJob is an implementation of RunningJob.  It holds
   * a JobProfile object to provide some info, and interacts with the
   * remote service to provide certain functionality.
   */
  static class NetworkedJob implements RunningJob {
    Job job;
    /**
     * We store a JobProfile and a timestamp for when we last
     * acquired the job profile.  If the job is null, then we cannot
     * perform any of the tasks.  The job might be null if the cluster
     * has completely forgotten about the job.  (eg, 24 hours after the
     * job completes.)
     */
    public NetworkedJob(JobStatus status, Cluster cluster) throws IOException {
      this(status, cluster, new JobConf(status.getJobFile()));
    }
    
    private NetworkedJob(JobStatus status, Cluster cluster, JobConf conf)
        throws IOException {
      this(Job.getInstance(cluster, status, conf));
    }

    public NetworkedJob(Job job) throws IOException {
      this.job = job;
    }

    public Configuration getConfiguration() {
      return job.getConfiguration();
    }

    /**
     * An identifier for the job
     */
    public JobID getID() {
      return JobID.downgrade(job.getJobID());
    }
    
    /** @deprecated This method is deprecated and will be removed. Applications should 
     * rather use {@link #getID()}.*/
    @Deprecated
    public String getJobID() {
      return getID().toString();
    }
    
    /**
     * The user-specified job name
     */
    public String getJobName() {
      return job.getJobName();
    }

    /**
     * The name of the job file
     */
    public String getJobFile() {
      return job.getJobFile();
    }

    /**
     * A URL where the job's status can be seen
     */
    public String getTrackingURL() {
      return job.getTrackingURL();
    }

    /**
     * A float between 0.0 and 1.0, indicating the % of map work
     * completed.
     */
    public float mapProgress() throws IOException {
      return job.mapProgress();
    }

    /**
     * A float between 0.0 and 1.0, indicating the % of reduce work
     * completed.
     */
    public float reduceProgress() throws IOException {
      return job.reduceProgress();
    }

    /**
     * A float between 0.0 and 1.0, indicating the % of cleanup work
     * completed.
     */
    public float cleanupProgress() throws IOException {
      try {
        return job.cleanupProgress();
      } catch (InterruptedException ie) {
        throw new IOException(ie);
      }
    }

    /**
     * A float between 0.0 and 1.0, indicating the % of setup work
     * completed.
     */
    public float setupProgress() throws IOException {
      return job.setupProgress();
    }

    /**
     * Returns immediately whether the whole job is done yet or not.
     */
    public synchronized boolean isComplete() throws IOException {
      return job.isComplete();
    }

    /**
     * True iff job completed successfully.
     */
    public synchronized boolean isSuccessful() throws IOException {
      return job.isSuccessful();
    }

    /**
     * Blocks until the job is finished
     */
    public void waitForCompletion() throws IOException {
      try {
        job.waitForCompletion(false);
      } catch (InterruptedException ie) {
        throw new IOException(ie);
      } catch (ClassNotFoundException ce) {
        throw new IOException(ce);
      }
    }

    /**
     * Tells the service to get the state of the current job.
     */
    public synchronized int getJobState() throws IOException {
      try {
        return job.getJobState().getValue();
      } catch (InterruptedException ie) {
        throw new IOException(ie);
      }
    }
    
    /**
     * Tells the service to terminate the current job.
     */
    public synchronized void killJob() throws IOException {
      job.killJob();
    }
   
    
    /** Set the priority of the job.
    * @param priority new priority of the job. 
    */
    public synchronized void setJobPriority(String priority) 
                                                throws IOException {
      try {
        job.setPriority(
          org.apache.hadoop.mapreduce.JobPriority.valueOf(priority));
      } catch (InterruptedException ie) {
        throw new IOException(ie);
      }
    }
    
    /**
     * Kill indicated task attempt.
     * @param taskId the id of the task to kill.
     * @param shouldFail if true the task is failed and added to failed tasks list, otherwise
     * it is just killed, w/o affecting job failure status.
     */
    public synchronized void killTask(TaskAttemptID taskId,
        boolean shouldFail) throws IOException {
      if (shouldFail) {
        job.failTask(taskId);
      } else {
        job.killTask(taskId);
      }
    }

    /** @deprecated Applications should rather use {@link #killTask(TaskAttemptID, boolean)}*/
    @Deprecated
    public synchronized void killTask(String taskId, boolean shouldFail) throws IOException {
      killTask(TaskAttemptID.forName(taskId), shouldFail);
    }
    
    /**
     * Fetch task completion events from cluster for this job. 
     */
    public synchronized TaskCompletionEvent[] getTaskCompletionEvents(
        int startFrom) throws IOException {
      try {
        org.apache.hadoop.mapreduce.TaskCompletionEvent[] acls = 
          job.getTaskCompletionEvents(startFrom, 10);
        TaskCompletionEvent[] ret = new TaskCompletionEvent[acls.length];
        for (int i = 0 ; i < acls.length; i++ ) {
          ret[i] = TaskCompletionEvent.downgrade(acls[i]);
        }
        return ret;
      } catch (InterruptedException ie) {
        throw new IOException(ie);
      }
    }

    /**
     * Dump stats to screen
     */
    @Override
    public String toString() {
      return job.toString();
    }
        
    /**
     * Returns the counters for this job
     */
    public Counters getCounters() throws IOException {
      Counters result = null;
      org.apache.hadoop.mapreduce.Counters temp = job.getCounters();
      if(temp != null) {
        result = Counters.downgrade(temp);
      }
      return result;
    }
    
    @Override
    public String[] getTaskDiagnostics(TaskAttemptID id) throws IOException {
      try { 
        return job.getTaskDiagnostics(id);
      } catch (InterruptedException ie) {
        throw new IOException(ie);
      }
    }

    public String getHistoryUrl() throws IOException {
      try {
        return job.getHistoryUrl();
      } catch (InterruptedException ie) {
        throw new IOException(ie);
      }
    }

    public boolean isRetired() throws IOException {
      try {
        return job.isRetired();
      } catch (InterruptedException ie) {
        throw new IOException(ie);
      }
    }
    
    boolean monitorAndPrintJob() throws IOException, InterruptedException {
      return job.monitorAndPrintJob();
    }
    
    @Override
    public String getFailureInfo() throws IOException {
      try {
        return job.getStatus().getFailureInfo();
      } catch (InterruptedException ie) {
        throw new IOException(ie);
      }
    }

    @Override
    public JobStatus getJobStatus() throws IOException {
      try {
        return JobStatus.downgrade(job.getStatus());
      } catch (InterruptedException ie) {
        throw new IOException(ie);
      }
    }
  }

  /**
   * Ugi of the client. We store this ugi when the client is created and 
   * then make sure that the same ugi is used to run the various protocols.
   */
  UserGroupInformation clientUgi;
  
  /**
   * Create a job client.
   */
  public JobClient() {
  }
    
  /**
   * Build a job client with the given {@link JobConf}, and connect to the 
   * default cluster
   * 
   * @param conf the job configuration.
   * @throws IOException
   */
  public JobClient(JobConf conf) throws IOException {
    init(conf);
  }

  /**
   * Build a job client with the given {@link Configuration}, 
   * and connect to the default cluster
   * 
   * @param conf the configuration.
   * @throws IOException
   */
  public JobClient(Configuration conf) throws IOException {
    init(new JobConf(conf));
  }

  /**
   * Connect to the default cluster
   * @param conf the job configuration.
   * @throws IOException
   */
  public void init(JobConf conf) throws IOException {
    setConf(conf);
    cluster = new Cluster(conf);
    clientUgi = UserGroupInformation.getCurrentUser();

    maxRetry = conf.getInt(MRJobConfig.MR_CLIENT_JOB_MAX_RETRIES,
      MRJobConfig.DEFAULT_MR_CLIENT_JOB_MAX_RETRIES);

    retryInterval =
      conf.getLong(MRJobConfig.MR_CLIENT_JOB_RETRY_INTERVAL,
        MRJobConfig.DEFAULT_MR_CLIENT_JOB_RETRY_INTERVAL);

  }

  /**
   * Build a job client, connect to the indicated job tracker.
   * 
   * @param jobTrackAddr the job tracker to connect to.
   * @param conf configuration.
   */
  public JobClient(InetSocketAddress jobTrackAddr, 
                   Configuration conf) throws IOException {
    cluster = new Cluster(jobTrackAddr, conf);
    clientUgi = UserGroupInformation.getCurrentUser();
  }

  /**
   * Close the <code>JobClient</code>.
   */
  @Override
  public synchronized void close() throws IOException {
    cluster.close();
  }

  /**
   * Get a filesystem handle.  We need this to prepare jobs
   * for submission to the MapReduce system.
   * 
   * @return the filesystem handle.
   */
  public synchronized FileSystem getFs() throws IOException {
    try { 
      return cluster.getFileSystem();
    } catch (InterruptedException ie) {
      throw new IOException(ie);
    }
  }
  
  /**
   * Get a handle to the Cluster
   */
  public Cluster getClusterHandle() {
    return cluster;
  }
  
  /**
   * Submit a job to the MR system.
   * 
   * This returns a handle to the {@link RunningJob} which can be used to track
   * the running-job.
   * 
   * @param jobFile the job configuration.
   * @return a handle to the {@link RunningJob} which can be used to track the
   *         running-job.
   * @throws FileNotFoundException
   * @throws InvalidJobConfException
   * @throws IOException
   */
  public RunningJob submitJob(String jobFile) throws FileNotFoundException, 
                                                     InvalidJobConfException, 
                                                     IOException {
    // Load in the submitted job details
    JobConf job = new JobConf(jobFile);
    return submitJob(job);
  }
    
  /**
   * Submit a job to the MR system.
   * This returns a handle to the {@link RunningJob} which can be used to track
   * the running-job.
   * 
   * @param conf the job configuration.
   * @return a handle to the {@link RunningJob} which can be used to track the
   *         running-job.
   * @throws FileNotFoundException
   * @throws IOException
   */
  public RunningJob submitJob(final JobConf conf) throws FileNotFoundException,
                                                  IOException {
    return submitJobInternal(conf);
  }

  @InterfaceAudience.Private
  public RunningJob submitJobInternal(final JobConf conf)
      throws FileNotFoundException, IOException {
    try {
      conf.setBooleanIfUnset("mapred.mapper.new-api", false);
      conf.setBooleanIfUnset("mapred.reducer.new-api", false);
      Job job = clientUgi.doAs(new PrivilegedExceptionAction<Job> () {
        @Override
        public Job run() throws IOException, ClassNotFoundException, 
          InterruptedException {
          Job job = Job.getInstance(conf);
          job.submit();
          return job;
        }
      });

      Cluster prev = cluster;
      // update our Cluster instance with the one created by Job for submission
      // (we can't pass our Cluster instance to Job, since Job wraps the config
      // instance, and the two configs would then diverge)
      cluster = job.getCluster();

      // It is important to close the previous cluster instance
      // to cleanup resources.
      if (prev != null) {
        prev.close();
      }
      return new NetworkedJob(job);
    } catch (InterruptedException ie) {
      throw new IOException("interrupted", ie);
    }
  }

  private Job getJobUsingCluster(final JobID jobid) throws IOException,
  InterruptedException {
    return clientUgi.doAs(new PrivilegedExceptionAction<Job>() {
      public Job run() throws IOException, InterruptedException  {
       return cluster.getJob(jobid);
      }
    });
  }

  protected RunningJob getJobInner(final JobID jobid) throws IOException {
    try {
      
      Job job = getJobUsingCluster(jobid);
      if (job != null) {
        JobStatus status = JobStatus.downgrade(job.getStatus());
        if (status != null) {
          return new NetworkedJob(status, cluster,
              new JobConf(job.getConfiguration()));
        } 
      }
    } catch (InterruptedException ie) {
      throw new IOException(ie);
    }
    return null;
  }

  /**
   * Get an {@link RunningJob} object to track an ongoing job.  Returns
   * null if the id does not correspond to any known job.
   *
   * @param jobid the jobid of the job.
   * @return the {@link RunningJob} handle to track the job, null if the
   *         <code>jobid</code> doesn't correspond to any known job.
   * @throws IOException
   */
  public RunningJob getJob(final JobID jobid) throws IOException {
     for (int i = 0;i <= maxRetry;i++) {
       if (i > 0) {
         try {
           Thread.sleep(retryInterval);
         } catch (Exception e) { }
       }
       RunningJob job = getJobInner(jobid);
       if (job != null) {
         return job;
       }
     }
     return null;
  }

  /**@deprecated Applications should rather use {@link #getJob(JobID)}.
   */
  @Deprecated
  public RunningJob getJob(String jobid) throws IOException {
    return getJob(JobID.forName(jobid));
  }
  
  private static final TaskReport[] EMPTY_TASK_REPORTS = new TaskReport[0];
  
  /**
   * Get the information of the current state of the map tasks of a job.
   * 
   * @param jobId the job to query.
   * @return the list of all of the map tips.
   * @throws IOException
   */
  public TaskReport[] getMapTaskReports(JobID jobId) throws IOException {
    return getTaskReports(jobId, TaskType.MAP);
  }
  
  private TaskReport[] getTaskReports(final JobID jobId, TaskType type) throws 
    IOException {
    try {
      Job j = getJobUsingCluster(jobId);
      if(j == null) {
        return EMPTY_TASK_REPORTS;
      }
      return TaskReport.downgradeArray(j.getTaskReports(type));
    } catch (InterruptedException ie) {
      throw new IOException(ie);
    }
  }
  
  /**@deprecated Applications should rather use {@link #getMapTaskReports(JobID)}*/
  @Deprecated
  public TaskReport[] getMapTaskReports(String jobId) throws IOException {
    return getMapTaskReports(JobID.forName(jobId));
  }
  
  /**
   * Get the information of the current state of the reduce tasks of a job.
   * 
   * @param jobId the job to query.
   * @return the list of all of the reduce tips.
   * @throws IOException
   */    
  public TaskReport[] getReduceTaskReports(JobID jobId) throws IOException {
    return getTaskReports(jobId, TaskType.REDUCE);
  }

  /**
   * Get the information of the current state of the cleanup tasks of a job.
   * 
   * @param jobId the job to query.
   * @return the list of all of the cleanup tips.
   * @throws IOException
   */    
  public TaskReport[] getCleanupTaskReports(JobID jobId) throws IOException {
    return getTaskReports(jobId, TaskType.JOB_CLEANUP);
  }

  /**
   * Get the information of the current state of the setup tasks of a job.
   * 
   * @param jobId the job to query.
   * @return the list of all of the setup tips.
   * @throws IOException
   */    
  public TaskReport[] getSetupTaskReports(JobID jobId) throws IOException {
    return getTaskReports(jobId, TaskType.JOB_SETUP);
  }

  
  /**@deprecated Applications should rather use {@link #getReduceTaskReports(JobID)}*/
  @Deprecated
  public TaskReport[] getReduceTaskReports(String jobId) throws IOException {
    return getReduceTaskReports(JobID.forName(jobId));
  }
  
  /**
   * Display the information about a job's tasks, of a particular type and
   * in a particular state
   * 
   * @param jobId the ID of the job
   * @param type the type of the task (map/reduce/setup/cleanup)
   * @param state the state of the task 
   * (pending/running/completed/failed/killed)
   * @throws IOException when there is an error communicating with the master
   * @throws IllegalArgumentException if an invalid type/state is passed
   */
  public void displayTasks(final JobID jobId, String type, String state) 
  throws IOException {
    try {
      Job job = getJobUsingCluster(jobId);
      super.displayTasks(job, type, state);
    } catch (InterruptedException ie) {
      throw new IOException(ie);
    }
  }
  
  /**
   * Get status information about the Map-Reduce cluster.
   *  
   * @return the status information about the Map-Reduce cluster as an object
   *         of {@link ClusterStatus}.
   * @throws IOException
   */
  public ClusterStatus getClusterStatus() throws IOException {
    try {
      return clientUgi.doAs(new PrivilegedExceptionAction<ClusterStatus>() {
        public ClusterStatus run() throws IOException, InterruptedException {
          ClusterMetrics metrics = cluster.getClusterStatus();
          return new ClusterStatus(metrics.getTaskTrackerCount(), metrics
            .getBlackListedTaskTrackerCount(), cluster
            .getTaskTrackerExpiryInterval(), metrics.getOccupiedMapSlots(),
            metrics.getOccupiedReduceSlots(), metrics.getMapSlotCapacity(),
            metrics.getReduceSlotCapacity(), cluster.getJobTrackerStatus(),
            metrics.getDecommissionedTaskTrackerCount(), metrics
              .getGrayListedTaskTrackerCount());
        }
      });
    } catch (InterruptedException ie) {
      throw new IOException(ie);
    }
  }

  private  Collection<String> arrayToStringList(TaskTrackerInfo[] objs) {
    Collection<String> list = new ArrayList<String>();
    for (TaskTrackerInfo info: objs) {
      list.add(info.getTaskTrackerName());
    }
    return list;
  }

  private  Collection<BlackListInfo> arrayToBlackListInfo(TaskTrackerInfo[] objs) {
    Collection<BlackListInfo> list = new ArrayList<BlackListInfo>();
    for (TaskTrackerInfo info: objs) {
      BlackListInfo binfo = new BlackListInfo();
      binfo.setTrackerName(info.getTaskTrackerName());
      binfo.setReasonForBlackListing(info.getReasonForBlacklist());
      binfo.setBlackListReport(info.getBlacklistReport());
      list.add(binfo);
    }
    return list;
  }

  /**
   * Get status information about the Map-Reduce cluster.
   *  
   * @param  detailed if true then get a detailed status including the
   *         tracker names
   * @return the status information about the Map-Reduce cluster as an object
   *         of {@link ClusterStatus}.
   * @throws IOException
   */
  public ClusterStatus getClusterStatus(boolean detailed) throws IOException {
    try {
      return clientUgi.doAs(new PrivilegedExceptionAction<ClusterStatus>() {
        public ClusterStatus run() throws IOException, InterruptedException {
        ClusterMetrics metrics = cluster.getClusterStatus();
        return new ClusterStatus(arrayToStringList(cluster.getActiveTaskTrackers()),
          arrayToBlackListInfo(cluster.getBlackListedTaskTrackers()),
          cluster.getTaskTrackerExpiryInterval(), metrics.getOccupiedMapSlots(),
          metrics.getOccupiedReduceSlots(), metrics.getMapSlotCapacity(),
          metrics.getReduceSlotCapacity(), 
          cluster.getJobTrackerStatus());
        }
      });
    } catch (InterruptedException ie) {
      throw new IOException(ie);
    }
  }
    

  /** 
   * Get the jobs that are not completed and not failed.
   * 
   * @return array of {@link JobStatus} for the running/to-be-run jobs.
   * @throws IOException
   */
  public JobStatus[] jobsToComplete() throws IOException {
    List<JobStatus> stats = new ArrayList<JobStatus>();
    for (JobStatus stat : getAllJobs()) {
      if (!stat.isJobComplete()) {
        stats.add(stat);
      }
    }
    return stats.toArray(new JobStatus[0]);
  }

  /** 
   * Get the jobs that are submitted.
   * 
   * @return array of {@link JobStatus} for the submitted jobs.
   * @throws IOException
   */
  public JobStatus[] getAllJobs() throws IOException {
    try {
      org.apache.hadoop.mapreduce.JobStatus[] jobs = 
          clientUgi.doAs(new PrivilegedExceptionAction<
              org.apache.hadoop.mapreduce.JobStatus[]> () {
            public org.apache.hadoop.mapreduce.JobStatus[] run() 
                throws IOException, InterruptedException {
              return cluster.getAllJobStatuses();
            }
          });
      JobStatus[] stats = new JobStatus[jobs.length];
      for (int i = 0; i < jobs.length; i++) {
        stats[i] = JobStatus.downgrade(jobs[i]);
      }
      return stats;
    } catch (InterruptedException ie) {
      throw new IOException(ie);
    }
  }
  
  /** 
   * Utility that submits a job, then polls for progress until the job is
   * complete.
   * 
   * @param job the job configuration.
   * @throws IOException if the job fails
   */
  public static RunningJob runJob(JobConf job) throws IOException {
    JobClient jc = new JobClient(job);
    RunningJob rj = jc.submitJob(job);
    try {
      if (!jc.monitorAndPrintJob(job, rj)) {
        throw new IOException("Job failed!");
      }
    } catch (InterruptedException ie) {
      Thread.currentThread().interrupt();
    }
    return rj;
  }
  
  /**
   * Monitor a job and print status in real-time as progress is made and tasks 
   * fail.
   * @param conf the job's configuration
   * @param job the job to track
   * @return true if the job succeeded
   * @throws IOException if communication to the JobTracker fails
   */
  public boolean monitorAndPrintJob(JobConf conf, 
                                    RunningJob job
  ) throws IOException, InterruptedException {
    return ((NetworkedJob)job).monitorAndPrintJob();
  }

  static String getTaskLogURL(TaskAttemptID taskId, String baseUrl) {
    return (baseUrl + "/tasklog?plaintext=true&attemptid=" + taskId); 
  }
  
  static Configuration getConfiguration(String jobTrackerSpec)
  {
    Configuration conf = new Configuration();
    if (jobTrackerSpec != null) {        
      if (jobTrackerSpec.indexOf(":") >= 0) {
        conf.set("mapred.job.tracker", jobTrackerSpec);
      } else {
        String classpathFile = "hadoop-" + jobTrackerSpec + ".xml";
        URL validate = conf.getResource(classpathFile);
        if (validate == null) {
          throw new RuntimeException(classpathFile + " not found on CLASSPATH");
        }
        conf.addResource(classpathFile);
      }
    }
    return conf;
  }

  /**
   * Sets the output filter for tasks. only those tasks are printed whose
   * output matches the filter. 
   * @param newValue task filter.
   */
  @Deprecated
  public void setTaskOutputFilter(TaskStatusFilter newValue){
    this.taskOutputFilter = newValue;
  }
    
  /**
   * Get the task output filter out of the JobConf.
   * 
   * @param job the JobConf to examine.
   * @return the filter level.
   */
  public static TaskStatusFilter getTaskOutputFilter(JobConf job) {
    return TaskStatusFilter.valueOf(job.get("jobclient.output.filter", 
                                            "FAILED"));
  }
    
  /**
   * Modify the JobConf to set the task output filter.
   * 
   * @param job the JobConf to modify.
   * @param newValue the value to set.
   */
  public static void setTaskOutputFilter(JobConf job, 
                                         TaskStatusFilter newValue) {
    job.set("jobclient.output.filter", newValue.toString());
  }
    
  /**
   * Returns task output filter.
   * @return task filter. 
   */
  @Deprecated
  public TaskStatusFilter getTaskOutputFilter(){
    return this.taskOutputFilter; 
  }

  protected long getCounter(org.apache.hadoop.mapreduce.Counters cntrs,
      String counterGroupName, String counterName) throws IOException {
    Counters counters = Counters.downgrade(cntrs);
    return counters.findCounter(counterGroupName, counterName).getValue();
  }

  /**
   * Get status information about the max available Maps in the cluster.
   *  
   * @return the max available Maps in the cluster
   * @throws IOException
   */
  public int getDefaultMaps() throws IOException {
    try {
      return clientUgi.doAs(new PrivilegedExceptionAction<Integer>() {
        @Override
        public Integer run() throws IOException, InterruptedException {
          return cluster.getClusterStatus().getMapSlotCapacity();
        }
      });
    } catch (InterruptedException ie) {
      throw new IOException(ie);
    }
  }

  /**
   * Get status information about the max available Reduces in the cluster.
   *  
   * @return the max available Reduces in the cluster
   * @throws IOException
   */
  public int getDefaultReduces() throws IOException {
    try {
      return clientUgi.doAs(new PrivilegedExceptionAction<Integer>() {
        @Override
        public Integer run() throws IOException, InterruptedException {
          return cluster.getClusterStatus().getReduceSlotCapacity();
        }
      });
    } catch (InterruptedException ie) {
      throw new IOException(ie);
    }
  }

  /**
   * Grab the jobtracker system directory path where job-specific files are to be placed.
   * 
   * @return the system directory where job-specific files are to be placed.
   */
  public Path getSystemDir() {
    try {
      return clientUgi.doAs(new PrivilegedExceptionAction<Path>() {
        @Override
        public Path run() throws IOException, InterruptedException {
          return cluster.getSystemDir();
        }
      });
      } catch (IOException ioe) {
      return null;
    } catch (InterruptedException ie) {
      return null;
    }
  }

  /**
   * Checks if the job directory is clean and has all the required components
   * for (re) starting the job
   */
  public static boolean isJobDirValid(Path jobDirPath, FileSystem fs)
      throws IOException {
    FileStatus[] contents = fs.listStatus(jobDirPath);
    int matchCount = 0;
    if (contents != null && contents.length >= 2) {
      for (FileStatus status : contents) {
        if ("job.xml".equals(status.getPath().getName())) {
          ++matchCount;
        }
        if ("job.split".equals(status.getPath().getName())) {
          ++matchCount;
        }
      }
      if (matchCount == 2) {
        return true;
      }
    }
    return false;
  }

  /**
   * Fetch the staging area directory for the application
   * 
   * @return path to staging area directory
   * @throws IOException
   */
  public Path getStagingAreaDir() throws IOException {
    try {
      return clientUgi.doAs(new PrivilegedExceptionAction<Path>() {
        @Override
        public Path run() throws IOException, InterruptedException {
          return cluster.getStagingAreaDir();
        }
      });
    } catch (InterruptedException ie) {
      // throw RuntimeException instead for compatibility reasons
      throw new RuntimeException(ie);
    }
  }

  private JobQueueInfo getJobQueueInfo(QueueInfo queue) {
    JobQueueInfo ret = new JobQueueInfo(queue);
    // make sure to convert any children
    if (queue.getQueueChildren().size() > 0) {
      List<JobQueueInfo> childQueues = new ArrayList<JobQueueInfo>(queue
          .getQueueChildren().size());
      for (QueueInfo child : queue.getQueueChildren()) {
        childQueues.add(getJobQueueInfo(child));
      }
      ret.setChildren(childQueues);
    }
    return ret;
  }

  private JobQueueInfo[] getJobQueueInfoArray(QueueInfo[] queues)
      throws IOException {
    JobQueueInfo[] ret = new JobQueueInfo[queues.length];
    for (int i = 0; i < queues.length; i++) {
      ret[i] = getJobQueueInfo(queues[i]);
    }
    return ret;
  }

  /**
   * Returns an array of queue information objects about root level queues
   * configured
   *
   * @return the array of root level JobQueueInfo objects
   * @throws IOException
   */
  public JobQueueInfo[] getRootQueues() throws IOException {
    try {
      return clientUgi.doAs(new PrivilegedExceptionAction<JobQueueInfo[]>() {
        public JobQueueInfo[] run() throws IOException, InterruptedException {
          return getJobQueueInfoArray(cluster.getRootQueues());
        }
      });
    } catch (InterruptedException ie) {
      throw new IOException(ie);
    }
  }

  /**
   * Returns an array of queue information objects about immediate children
   * of queue queueName.
   * 
   * @param queueName
   * @return the array of immediate children JobQueueInfo objects
   * @throws IOException
   */
  public JobQueueInfo[] getChildQueues(final String queueName) throws IOException {
    try {
      return clientUgi.doAs(new PrivilegedExceptionAction<JobQueueInfo[]>() {
        public JobQueueInfo[] run() throws IOException, InterruptedException {
          return getJobQueueInfoArray(cluster.getChildQueues(queueName));
        }
      });
    } catch (InterruptedException ie) {
      throw new IOException(ie);
    }
  }
  
  /**
   * Return an array of queue information objects about all the Job Queues
   * configured.
   * 
   * @return Array of JobQueueInfo objects
   * @throws IOException
   */
  public JobQueueInfo[] getQueues() throws IOException {
    try {
      return clientUgi.doAs(new PrivilegedExceptionAction<JobQueueInfo[]>() {
        public JobQueueInfo[] run() throws IOException, InterruptedException {
          return getJobQueueInfoArray(cluster.getQueues());
        }
      });
    } catch (InterruptedException ie) {
      throw new IOException(ie);
    }
  }
  
  /**
   * Gets all the jobs which were added to particular Job Queue
   * 
   * @param queueName name of the Job Queue
   * @return Array of jobs present in the job queue
   * @throws IOException
   */
  
  public JobStatus[] getJobsFromQueue(final String queueName) throws IOException {
    try {
      QueueInfo queue = clientUgi.doAs(new PrivilegedExceptionAction<QueueInfo>() {
        @Override
        public QueueInfo run() throws IOException, InterruptedException {
          return cluster.getQueue(queueName);
        }
      });
      if (queue == null) {
        return null;
      }
      org.apache.hadoop.mapreduce.JobStatus[] stats = 
        queue.getJobStatuses();
      JobStatus[] ret = new JobStatus[stats.length];
      for (int i = 0 ; i < stats.length; i++ ) {
        ret[i] = JobStatus.downgrade(stats[i]);
      }
      return ret;
    } catch (InterruptedException ie) {
      throw new IOException(ie);
    }
  }
  
  /**
   * Gets the queue information associated to a particular Job Queue
   * 
   * @param queueName name of the job queue.
   * @return Queue information associated to particular queue.
   * @throws IOException
   */
  public JobQueueInfo getQueueInfo(final String queueName) throws IOException {
    try {
      QueueInfo queueInfo = clientUgi.doAs(new 
          PrivilegedExceptionAction<QueueInfo>() {
        public QueueInfo run() throws IOException, InterruptedException {
          return cluster.getQueue(queueName);
        }
      });
      if (queueInfo != null) {
        return new JobQueueInfo(queueInfo);
      }
      return null;
    } catch (InterruptedException ie) {
      throw new IOException(ie);
    }
  }
  
  /**
   * Gets the Queue ACLs for current user
   * @return array of QueueAclsInfo object for current user.
   * @throws IOException
   */
  public QueueAclsInfo[] getQueueAclsForCurrentUser() throws IOException {
    try {
      org.apache.hadoop.mapreduce.QueueAclsInfo[] acls = 
        clientUgi.doAs(new 
            PrivilegedExceptionAction
            <org.apache.hadoop.mapreduce.QueueAclsInfo[]>() {
              public org.apache.hadoop.mapreduce.QueueAclsInfo[] run() 
              throws IOException, InterruptedException {
                return cluster.getQueueAclsForCurrentUser();
              }
        });
      QueueAclsInfo[] ret = new QueueAclsInfo[acls.length];
      for (int i = 0 ; i < acls.length; i++ ) {
        ret[i] = QueueAclsInfo.downgrade(acls[i]);
      }
      return ret;
    } catch (InterruptedException ie) {
      throw new IOException(ie);
    }
  }

  /**
   * Get a delegation token for the user from the JobTracker.
   * @param renewer the user who can renew the token
   * @return the new token
   * @throws IOException
   */
  public Token<DelegationTokenIdentifier> 
    getDelegationToken(final Text renewer) throws IOException, InterruptedException {
    return clientUgi.doAs(new 
        PrivilegedExceptionAction<Token<DelegationTokenIdentifier>>() {
      public Token<DelegationTokenIdentifier> run() throws IOException, 
      InterruptedException {
        return cluster.getDelegationToken(renewer);
      }
    });
  }

  /**
   * Renew a delegation token
   * @param token the token to renew
   * @return true if the renewal went well
   * @throws InvalidToken
   * @throws IOException
   * @deprecated Use {@link Token#renew} instead
   */
  public long renewDelegationToken(Token<DelegationTokenIdentifier> token
                                   ) throws InvalidToken, IOException, 
                                            InterruptedException {
    return token.renew(getConf());
  }

  /**
   * Cancel a delegation token from the JobTracker
   * @param token the token to cancel
   * @throws IOException
   * @deprecated Use {@link Token#cancel} instead
   */
  public void cancelDelegationToken(Token<DelegationTokenIdentifier> token
                                    ) throws InvalidToken, IOException, 
                                             InterruptedException {
    token.cancel(getConf());
  }

  /**
   */
  public static void main(String argv[]) throws Exception {
    int res = ToolRunner.run(new JobClient(), argv);
    System.exit(res);
  }
}

相关信息

hadoop 源码目录

相关文章

hadoop AMFeedback 源码

hadoop BackupStore 源码

hadoop BasicTypeSorterBase 源码

hadoop BufferSorter 源码

hadoop CleanupQueue 源码

hadoop Clock 源码

hadoop ClusterStatus 源码

hadoop Counters 源码

hadoop CumulativePeriodicStats 源码

hadoop DeprecatedQueueConfigurationParser 源码

0  赞