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在本地Windows中调测HDFS程序

操作场景

在代码完成开发后,您可以在Windows开发环境中运行应用。本地和集群业务平面网络互通时,您可以直接在本地进行调测。

HDFS应用程序运行完成后,可直接通过运行结果查看应用程序运行情况,也可以通过HDFS日志获取应用运行情况。

在本地Windows中调测HDFS程序

  1. (可选)在开发环境中(例如IntelliJ IDEA中),运行此样例代码需要设置运行用户,设置运行用户有两种方式,添加环境变量HADOOP_USER_NAME或者修改代码。设置环境变量方法具体如下:

    选中需要运行的样例程序HdfsExample.java或者ColocationExample.java,右键工程,选择Run Configurations,在对话框中选择“JavaApplication > HdfsExample”进行运行参数设置。在IntelliJ IDEA的菜单栏依次选择“Run > Edit Configurations”,在弹出的会话框中设置运行用户。
    -DHADOOP_USER_NAME=test

    用户可向管理员咨询运行用户。test在这里只是举例,若需运行Colocation相关操作的样例代码,则此用户需属于supergroup用户组。

  2. 若已按照1设置环境变量,则直接单击Run,运行应用工程。否则分别选中以下两个工程运行程序:

    • 选中HdfsExample.java,右键工程,选择Run 'HdfsExample.main()'"运行应用工程。
    • 选中ColocationExample.java,右键工程,选择Run 'ColocationExample.main()'运行应用工程。
    • 在HDFS任务运行过程中禁止重启HDFS服务,否则可能会导致任务失败。
    • 在运行Colocation工程时,HDFS的配置项fs.defaultFS不能配置为viewfs://ClusterX。

查看调测结果

  • 查看运行结果获取应用运行情况
    • HdfsExample Windows样例程序运行结果如下所示。
      1654 [main] WARN  org.apache.hadoop.hdfs.shortcircuit.DomainSocketFactory  - The short-circuit local reads feature cannot be used because UNIX Domain sockets are not available on Windows.
      2013 [main] INFO  com.huawei.bigdata.hdfs.examples.HdfsExample  - success to create path /user/hdfs-examples
      2137 [main] WARN  org.apache.hadoop.util.NativeCodeLoader  - Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
      2590 [main] INFO  com.huawei.bigdata.hdfs.examples.HdfsExample  - success to write.
      3245 [main] INFO  com.huawei.bigdata.hdfs.examples.HdfsExample  - success to append.
      4447 [main] INFO  com.huawei.bigdata.hdfs.examples.HdfsExample  - result is : hi, I am bigdata. It is successful if you can see me.I append this content.
      4447 [main] INFO  com.huawei.bigdata.hdfs.examples.HdfsExample  - success to read.
      4509 [main] INFO  com.huawei.bigdata.hdfs.examples.HdfsExample  - success to delete the file /user/hdfs-examples\test.txt
      4618 [main] INFO  com.huawei.bigdata.hdfs.examples.HdfsExample  - success to delete path /user/hdfs-examples
      4743 [hdfs_example_1] INFO  com.huawei.bigdata.hdfs.examples.HdfsExample  - success to create path /user/hdfs-examples/hdfs_example_1
      4743 [hdfs_example_0] INFO  com.huawei.bigdata.hdfs.examples.HdfsExample  - success to create path /user/hdfs-examples/hdfs_example_0
      5087 [hdfs_example_0] INFO  com.huawei.bigdata.hdfs.examples.HdfsExample  - success to write.
      5087 [hdfs_example_1] INFO  com.huawei.bigdata.hdfs.examples.HdfsExample  - success to write.
      6507 [hdfs_example_1] INFO  com.huawei.bigdata.hdfs.examples.HdfsExample  - success to append.
      6553 [hdfs_example_0] INFO  com.huawei.bigdata.hdfs.examples.HdfsExample  - success to append.
      7505 [hdfs_example_1] INFO  com.huawei.bigdata.hdfs.examples.HdfsExample  - result is : hi, I am bigdata. It is successful if you can see me.I append this content.
      7505 [hdfs_example_1] INFO  com.huawei.bigdata.hdfs.examples.HdfsExample  - success to read.
      7568 [hdfs_example_1] INFO  com.huawei.bigdata.hdfs.examples.HdfsExample  - success to delete the file /user/hdfs-examples/hdfs_example_1\test.txt
      7583 [hdfs_example_0] INFO  com.huawei.bigdata.hdfs.examples.HdfsExample  - result is : hi, I am bigdata. It is successful if you can see me.I append this content.
      7583 [hdfs_example_0] INFO  com.huawei.bigdata.hdfs.examples.HdfsExample  - success to read.
      7630 [hdfs_example_0] INFO  com.huawei.bigdata.hdfs.examples.HdfsExample  - success to delete the file /user/hdfs-examples/hdfs_example_0\test.txt
      7677 [hdfs_example_1] INFO  com.huawei.bigdata.hdfs.examples.HdfsExample  - success to delete path /user/hdfs-examples/hdfs_example_1
      7739 [hdfs_example_0] INFO  com.huawei.bigdata.hdfs.examples.HdfsExample  - success to delete path /user/hdfs-examples/hdfs_example_0

      在Windows环境运行样例代码时会出现下面的异常,但是不影响业务:

      java.io.IOException: Could not locate executable null\bin\winutils.exe in the Hadoop binaries.

    • ColocationExample Windows样例程序运行结果如下所示。
      1623 [main] WARN  org.apache.hadoop.hdfs.shortcircuit.DomainSocketFactory  - The short-circuit local reads feature cannot be used because UNIX Domain sockets are not available on Windows.
      1670 [main] INFO  org.apache.zookeeper.ZooKeeper  - Client environment:zookeeper.version=***, built on 10/19/2017 04:21 GMT
      1670 [main] INFO  org.apache.zookeeper.ZooKeeper  - Client environment:host.name=siay7user1.china.huawei.com
      1670 [main] INFO  org.apache.zookeeper.ZooKeeper  - Client environment:java.version=***
      1670 [main] INFO  org.apache.zookeeper.ZooKeeper  - Client environment:java.vendor=Oracle Corporation
      1670 [main] INFO  org.apache.zookeeper.ZooKeeper  - Client environment:java.home=D:\Program Files\Java\jre1.8.0_131
      ......
      Create Group has finished.
      Put file is running...
      5930 [main] WARN  org.apache.hadoop.util.NativeCodeLoader  - Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
      Put file has finished.
      Delete file is running...
      Delete file has finished.
      Delete Group is running...
      Delete Group has finished.
      6866 [main] INFO  org.apache.zookeeper.ZooKeeper  - Session: 0x13000074b7e464b7 closed
      6866 [main-EventThread] INFO  org.apache.zookeeper.ClientCnxn  - EventThread shut down for session: 0x13000074b7e464b7
      6928 [main-EventThread] INFO  org.apache.zookeeper.ClientCnxn  - EventThread shut down for session: 0x14000073f13b657b
      6928 [main] INFO  org.apache.zookeeper.ZooKeeper  - Session: 0x14000073f13b657b closed
  • 查看HDFS日志获取应用运行情况

    可以查看HDFS的NameNode日志了解应用运行情况,并根据日志信息调整应用程序。

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