对hadoop工作跟踪器api的困惑

时间:2012-09-04 13:05:28

标签: java hadoop hbase jobs

我尝试从作业跟踪器中收集一些信息。对于初学者,我想首先获得运行的工作信息,例如工作ID或工作名称等。但是已经卡住了,这就是我所拥有的(打印出当前正在运行的工作的工作ID):

public static void main(String[] args) throws IOException {
        Configuration conf = HBaseConfiguration.create();
        conf.set("hbase.zookeeper.quorum", "zk1.myhost,zk2.myhost,zk3.myhost");
        conf.set("hbase.zookeeper.property.clientPort", "2181");

        InetSocketAddress jobtracker = new InetSocketAddress("jobtracker.mapredhost.myhost", 8021);
        JobClient jobClient = new JobClient(jobtracker, conf);
        JobStatus[] jobs = jobClient.jobsToComplete();

        for (int i = 0; i < jobs.length; i++) {
            JobStatus js = jobs[i];
            if (js.getRunState() == JobStatus.RUNNING) {
                JobID jobId = js.getJobID();
                System.out.println(jobId);
            }
        }
    }

这个上面在尝试显示作业ID时起到了魅力作用,但现在我也想显示作业名称。所以我在打印作业ID后添加了这一行:

System.out.println(jobClient.getJob(jobId).getJobName());

我得到了这个例外:

Exception in thread "main" java.lang.NullPointerException
    at org.apache.hadoop.mapred.JobClient$NetworkedJob.<init>(JobClient.java:226)
    at org.apache.hadoop.mapred.JobClient.getJob(JobClient.java:1080)
    at org.apache.test.JobTracker.main(JobTracker.java:28)

jobClient不是null。我知道这是因为我尝试使用null check if语句,但jobClient.getJob(jobId)null。我在这做错了什么?

根据API,我应该没问题,

http://hadoop.apache.org/mapreduce/docs/r0.21.0/api/org/apache/hadoop/mapred/JobClient.html#getJob(org.apache.hadoop.mapred.JobID)

首先从jobClient获取RunningJob而不是在您运行作业之后获取http://hadoop.apache.org/mapreduce/docs/r0.21.0/api/org/apache/hadoop/mapred/RunningJob.html#getJobName()

之前有人做过这样的事吗?我可以使用jsoup通过GET请求获取此信息,但我认为这是获取此信息的更好方法。

这里的问题更新是我的hadoop / hbase依赖项:

<dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-client</artifactId>
            <version>0.23.1-mr1-cdh4.0.0b2</version>
        </dependency>
        <dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-core</artifactId>
            <version>0.23.1-mr1-cdh4.0.0b2</version>
            <exclusions>
                <exclusion>
                    <groupId>org.mortbay.jetty</groupId>
                    <artifactId>jetty</artifactId>
                </exclusion>
                <exclusion>
                    <groupId>javax.servlet</groupId>
                    <artifactId>servlet-api</artifactId>
                </exclusion>
            </exclusions>
        </dependency>
        <dependency>
            <groupId>org.apache.hbase</groupId>
            <artifactId>hbase</artifactId>
            <version>0.92.1-cdh4b2-SNAPSHOT</version>
        </dependency>

Bounty更新:

以下是我的导入:

import java.io.IOException;
import java.net.InetSocketAddress;

import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.hbase.HBaseConfiguration;
import org.apache.hadoop.mapred.JobClient;
import org.apache.hadoop.mapred.JobID;
import org.apache.hadoop.mapred.JobStatus;

以下是System.out.println(jobId)的输出:

job_201207031810_1603

目前只有一项工作正在运行。

1 个答案:

答案 0 :(得分:17)

查看NetworkedJob的内部课程JobClient
(来源:/home/user/hadoop/src/mapred/org/apache/hadoop/mapred/JobClient.java)

它的构造函数尝试从第225行的Configuration中获取JobClient对象,但由于new JobClient(InetSocketAddress jobTrackAddr, Configuration conf)未设置它,因此它为null:

// Set the completion poll interval from the configuration.
      // Default is 5 seconds.
      Configuration conf = JobClient.this.getConf();
      this.completionPollIntervalMillis = conf.getInt(COMPLETION_POLL_INTERVAL_KEY,
          DEFAULT_COMPLETION_POLL_INTERVAL); //NPE occurs here!

作为解决方法,请在创建JobClient对象后手动设置它。这将解决您的问题:

..
JobClient jobClient = new JobClient(jobtracker, conf);
jobClient.setConf(conf); 
....

旁注:

我通过以下方式实例化Configuration对象:

Configuration conf = new Configuration();
conf.addResource(new Path("/path_to/core-site.xml"));
conf.addResource(new Path("/path_to/hdfs-site.xml"));