032 HDFS中高可用性HA的讲解

HDFS Using QJM

  HA使用的是分布式的日志管理方式

一:概述

1.背景

  如果namenode出现问题,整个HDFS集群将不能使用。

  是不是可以有两个namenode呢

    一个为对外服务->active

    一个处于待机->standby

    他们的之间共享的元数据叫 nameservice

2.HDFS HA的几大中重点

  1)保证两个namenode里面的内存中存储的文件的元数据同步

    ->namenode启动时,会读镜像文件

  2)变化的记录信息同步

  3)日志文件的安全性

    ->分布式的存储日志文件(cloudera公司提出来的)

      ->2n+1个,使用副本数保证安全性

    ->使用zookeeper监控

      ->监控两个namenode,当一个出现了问题,可以达到自动故障转移。

      ->如果出现了问题,不会影响整个集群

      ->zookeeper对时间同步要求比较高。

  4)客户端如何知道访问哪一个namenode

    ->使用proxy代理

    ->隔离机制

    ->使用的是sshfence

    ->两个namenode之间无密码登录

  5)namenode是哪一个是active

    ->zookeeper通过选举选出zookeeper。

    ->然后zookeeper开始监控,如果出现文件,自动故障转移。

3.架构

  注意两个namenode之间的话。

  

4.使用QJM

  JournalNode:日志节点,进程管理。

  

二:准备

3.规划集群

  namenode    namenode

  journalnode     journalnode    journalnode -->日志的分布,这是日志节点,考虑的是日志的安全性。

  datanode     datanode      datanode

4.关闭所有的进程

  

5.保存分布式的源数据,复制一份用来HDFS HA的检测。

  先是第一台,先将分布式的etc/hadoop,保存为dist-hadoop,保存源数据。

  同时,新建tmp。

  至于第二台以及第三台,在分发之间再进行配置。

  

三:配置文件

6.将core-site.xml中的文件系统删除,并添加新的文件系统

  以前的是使用是配置一台,现在配置多态namenode,使用的方式是nameservices的名称的方式。

  

  添加配置

  

7.配置hdfs-site.xml

  

8.继续配置hdfs-site.xml

  dfs.nameservices的配置

  

  dfs.ha.namenodes.[nameservice ID]的配置

  包括rpc,http的namenodde地址。

  

  dfs.namenode.shared.edits.dir的配置

  这是journalnode的地址

  

  dfs.journalnode.edits.dir 的配置

  这是journalnode的日志存储的目录

  先新建目录:

  

  

  dfs.client.failover.proxy.provider的配置(客户端)

  

  dfs.ha.fencing.methods的配置

  使用的方式为ssh拦截

  

  

  

9.配置完成,在分发之前先进行的是目录的规划

  

  

10.分发

  

四:启动

1.启动三台zookeeper

  现在有些奇怪,这三台zookeeper为啥要启动,好像没用到。

  看视频上启动的,在这里暂时不启动了,因为没有用到,在自动故障转移的时候才去使用。

2.启动三台的日志节点

  

  

3.格式化第一台虚拟机

  因为是共享数据,所以格式化一台虚拟机即可。

  因为管理的是同一个元数据,所以另外一个不需要格式化。

  

4.启动namenode(第一台)

5.紧接着,同步元数据(在第二台上写命令)

  最好是bin/hdfs namenode -help查看

  

6.启动namenode(第两台虚拟机)

  

7.启动三台的datanode

  

8.观看两台的启动状态

  关于这个问题,刚才在官网上看了一下,的确是启动后会是两个standby。

  官网如下:

  

  

  

9.强制切换状态

  1)、查找帮助命令,属于bin/hdfs haadmin

  

  2)、具体命令

  

10.结果

  1)、

  

  或者:

  这个查看第一台的状态,也可以在第二台虚拟机上查看节点一,例如:

  

  2)、

  

五:再次测试

1.在HDFS上新建目录并上传文件

  

2.杀死第一台的namenode,进行测试

  

3.将avtive的状态切换到第二台

  这个命令应该在第二台虚拟机上进行操作。

  通过实验发现,如果不进行强制转换成active,这个命令是不会成功的,所以需要添加上--forceactive。

  

4.看第一台是否可以观看hdfs中的文件

  如果可以,说明,HA发挥作用了。

  因为这时proxy提供的接口变成nn2.

  

六:自动故障转移

  前提:关闭所有的进程。

  依赖:zookeeper的监控,组件为:ZKFC。

  启动以后都是standby,选举一个active。

  规划:

  namenode    namenode

  ZKFC             ZKFC

  journalnode     journalnode    journalnode

  datanode     datanode      datanode

  

1.看看官网的说法

  这个地方关于zookeeper的使用不是太理解,需要到官网上研究一下。

  还配置了一个zookeeper集群,用于ZKFC(DFSZKFailoverCont roller)故障转移。

  文章最后做一下说明。对ZKFC的原理。

  

2.配置core-site.xml

  添加zookeeper的服务,包括主机名和端口号。

  

3.配置hdfs-site.xml

  添加自动故障转移的使能。

  

4.分发

  

5.确定关闭所有的进程

   这一步是开始的基础。

  官网上的说法:

  Before you begin configuring automatic failover, you should shut down your cluster. It is not currently possible to transition from a manual failover setup to an automatic failover setup while the cluster is running.

6.开启三台的zookeeper服务

  先开启监控,然后方便下面进行初始化ZK,产生一个ZNode目录。

   

7.初始化HA在zookeeper中的状态bin/hdfs zkfc -formatZK

  在zookepper上创建znode节点,用于存储数据,方便自动实现故障转移。

  关于这个ZKFC的初始化需要在哪台虚拟机上进行,通过思考与实践,在可以进行HA的那台机器上即可,而且做一次就行了。

  在下面有说明情况。

  

8.观察成功与否

  进入zookeeper目录

  命令:bin/zkCli.sh

  

9.启动sbin/start-dfs.sh

  前两台虚拟机会出现DFZKFailoverController。

  如果没有开启DFZKFailoverController,可以手动开启,命令是sbin/hadoop-daemon.sh start zkfc。

  查看官网的说法:

  

  

 

七:简单检测

1.展示前两台的虚拟机状态

  

  

2.杀死第二台的虚拟机

  

3.结果

  这时,第一台虚拟机变成active。

   

八:HA流程

1.说明

  ZKGZ通过RPC协议获取namenode的状态

  ZKFC连接zookeeper,完成选举。

  stabdby节点ZKFC监控本机的namenode。

  ZKFC在监控周期内检测到失效的namenode。

  ZKFC记录失败的active namenode信息到zookeeper。

  zookeeper发送一个通知给stabdby的节点ZKFC

  standby节点ZKFC进入切换的流程,隔离刚才的主机。

  ZKFC进行选举,确保新的active节点。

九:ZKFC原理说明

1.基本原理

  zk的基本特性:
  (1) 可靠存储小量数据且提供强一致性
  (2) ephemeral node, 在创建它的客户端关闭后,可以自动删除
  (3) 对于node状态的变化,可以提供异步的通知(watcher)

  zk在zkfc中可以提供的功能:
  (1) Failure detector: 及时发现出故障的NN,并通知zkfc
  (2) Active node locator: 帮助客户端定位哪个是Active的NN
  (3) Mutual exclusion of active state: 保证某一时刻只有一个Active的NN

2.模块

  (1) ZKFailoverController(DFSZKFailoverController): 驱动整个ZKFC的运转,通过向HealthMonitor和ActiveStandbyElector注册回调函数的方式,subscribe HealthMonitor和ActiveStandbyElector的事件,并做相应的处理
  (2) HealthMonitor: 定期check NN的健康状况,在NN健康状况发生变化时,通过回调函数把变化通知给ZKFailoverController
  (3) ActiveStandbyElector: 管理NN在zookeeper上的状态,zookeeper上对应node的结点发生变化时,通过回调函数把变化通知给ZKFailoverController
  (4) FailoverController: 提供做graceful failover的相关功能(dfs admin可以通过命令行工具手工发起failover) 

3.架构

  

4.线程模型

  ZKFC的线程模型总体上来讲比较简单的,它主要包括三类线程,一是主线程;一是HealthMonitor线程; 一是zookeeper客户端的线程。它们的主要工作方式是:
  (1) 主线程在启动所有的服务后就开始循环等待
  (2) HealthMonitor是一个单独的线程,它定期向NN发包,检查NN的健康状况
  (3) 当NN的状态发生变化时,HealthMonitor线程会回调ZKFailoverController注册进来的回调函数,通知ZKFailoverController NN的状态发生了变化
  (4) ZKFailoverController收到通知后,会调用ActiveStandbyElector的API,来管理在zookeeper上的结点的状态
  (5) ActiveStandbyElector会调用zookeeper客户端API监控zookeeper上结点的状态,发生变化时,回调ZKFailoverController的回调函数,通知ZKFailoverController,做出相应的变化

5.类关系图

  ZKFC的主类是org.apache.hadoop.hdfs.tools.DFSZKFailoverController。

  

  

6.formatZK

  创建特定目录,作为后续写节点状态的父路径。如果该目录已经存在,清理原有目录为空目录。

7.继续说明

  •  HealthMonitor

  在一个独立线程中,通过RPC方式,周期性的调用HAServiceProtocol接口的monitorHealth方法,获取NN的状态。并把状态报告给ActiveStandbyElector 。

  •  ActiveStandbyElector

  ActiveStandbyElector 负责判断哪个NN可以成为Active。它通过ZK,看哪个能够成功的创建一个特定的ephemeral lock file (znode),哪个就是Active,其它的成为Standby。在一个节点被通知变成Active后,它必须确保自己能够提供一致性的服务(数据一致性),否则它需要主动退出选举。

  如果一个Active因HealthMonitor监控到状态异常,这里会作出判断,先通过Fenceing功能关闭它(确保关闭或者不能提供服务),然后在ZK上删除它对应ZNode。

  发送上述事件后,在另外一台机器上的ZKFC中的ActiveStandbyElector 会收到事件,并重新进行选举(尝试创建特定ZNode),它将获得成功并更改NN中状态,从而实现Active节点的变更。

十:formatZK日志说明

1.日志

18/01/28 19:48:30 WARN util.NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
18/01/28 19:48:30 INFO tools.DFSZKFailoverController: Failover controller configured for NameNode NameNode at linux-hadoop01.ibeifeng.com/192.168.140.121:8020
18/01/28 19:48:31 INFO zookeeper.ZooKeeper: Client environment:zookeeper.version=3.4.6-1569965, built on 02/20/2014 09:09 GMT
18/01/28 19:48:31 INFO zookeeper.ZooKeeper: Client environment:host.name=linux-hadoop01.ibeifeng.com
18/01/28 19:48:31 INFO zookeeper.ZooKeeper: Client environment:java.version=1.7.0_67
18/01/28 19:48:31 INFO zookeeper.ZooKeeper: Client environment:java.vendor=Oracle Corporation
18/01/28 19:48:31 INFO zookeeper.ZooKeeper: Client environment:java.home=/opt/modules/jdk1.7.0_67/jre
18/01/28 19:48:31 INFO zookeeper.ZooKeeper: Client environment:java.class.path=/opt/fullyDistributions/ha/hadoop-2.5.0/etc/hadoop:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/jackson-xc-1.9.13.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/httpcore-4.2.5.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/jaxb-api-2.2.2.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/hamcrest-core-1.3.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/apacheds-i18n-2.0.0-M15.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/slf4j-api-1.7.5.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/activation-1.1.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/zookeeper-3.4.6.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/commons-net-3.1.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/commons-io-2.4.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/api-util-1.0.0-M20.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/commons-compress-1.4.1.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/jackson-jaxrs-1.9.13.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/xz-1.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/java-xmlbuilder-0.4.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/commons-configuration-1.6.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/jsp-api-2.1.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/commons-math3-3.1.1.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/stax-api-1.0-2.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/hadoop-annotations-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/guava-11.0.2.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/jackson-mapper-asl-1.9.13.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/jackson-core-asl-1.9.13.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/api-asn1-api-1.0.0-M20.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/httpclient-4.2.5.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/hadoop-auth-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/commons-httpclient-3.1.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/commons-codec-1.4.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/jasper-compiler-5.5.23.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/jets3t-0.9.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/jettison-1.1.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/jsch-0.1.42.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/commons-collections-3.2.1.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/jaxb-impl-2.2.3-1.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/jersey-server-1.9.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/commons-lang-2.6.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/junit-4.11.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/commons-digester-1.8.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/mockito-all-1.8.5.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/log4j-1.2.17.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/protobuf-java-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/servlet-api-2.5.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/jersey-core-1.9.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/apacheds-kerberos-codec-2.0.0-M15.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/jsr305-1.3.9.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/jersey-json-1.9.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/paranamer-2.3.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/snappy-java-1.0.4.1.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/commons-el-1.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/commons-beanutils-1.7.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/slf4j-log4j12-1.7.5.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/commons-cli-1.2.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/netty-3.6.2.Final.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/asm-3.2.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/jetty-6.1.26.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/jasper-runtime-5.5.23.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/commons-beanutils-core-1.8.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/avro-1.7.4.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/commons-logging-1.1.3.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/xmlenc-0.52.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/lib/jetty-util-6.1.26.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/hadoop-common-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/hadoop-common-2.5.0-tests.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/common/hadoop-nfs-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/commons-io-2.4.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/jsp-api-2.1.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/guava-11.0.2.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/jackson-mapper-asl-1.9.13.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/jackson-core-asl-1.9.13.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/commons-codec-1.4.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/commons-daemon-1.0.13.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/jersey-server-1.9.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/commons-lang-2.6.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/log4j-1.2.17.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/protobuf-java-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/servlet-api-2.5.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/jersey-core-1.9.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/jsr305-1.3.9.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/commons-el-1.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/commons-cli-1.2.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/netty-3.6.2.Final.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/asm-3.2.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/jetty-6.1.26.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/jasper-runtime-5.5.23.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/commons-logging-1.1.3.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/xmlenc-0.52.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/lib/jetty-util-6.1.26.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/hadoop-hdfs-nfs-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/hadoop-hdfs-2.5.0-tests.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/hdfs/hadoop-hdfs-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/jackson-xc-1.9.13.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/jaxb-api-2.2.2.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/jersey-client-1.9.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/activation-1.1.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/zookeeper-3.4.6.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/commons-io-2.4.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/commons-compress-1.4.1.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/jackson-jaxrs-1.9.13.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/xz-1.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/leveldbjni-all-1.8.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/stax-api-1.0-2.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/guava-11.0.2.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/jackson-mapper-asl-1.9.13.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/guice-servlet-3.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/jackson-core-asl-1.9.13.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/commons-httpclient-3.1.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/commons-codec-1.4.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/jettison-1.1.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/aopalliance-1.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/guice-3.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/commons-collections-3.2.1.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/jaxb-impl-2.2.3-1.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/jersey-server-1.9.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/commons-lang-2.6.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/log4j-1.2.17.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/jersey-guice-1.9.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/protobuf-java-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/servlet-api-2.5.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/jersey-core-1.9.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/jsr305-1.3.9.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/jersey-json-1.9.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/javax.inject-1.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/commons-cli-1.2.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/netty-3.6.2.Final.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/asm-3.2.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/jetty-6.1.26.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/jline-0.9.94.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/commons-logging-1.1.3.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/lib/jetty-util-6.1.26.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/hadoop-yarn-applications-distributedshell-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/hadoop-yarn-applications-unmanaged-am-launcher-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/hadoop-yarn-server-tests-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/hadoop-yarn-server-web-proxy-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/hadoop-yarn-client-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/hadoop-yarn-common-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/hadoop-yarn-api-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/hadoop-yarn-server-resourcemanager-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/hadoop-yarn-server-nodemanager-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/hadoop-yarn-server-common-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/yarn/hadoop-yarn-server-applicationhistoryservice-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/hamcrest-core-1.3.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/commons-io-2.4.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/commons-compress-1.4.1.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/xz-1.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/leveldbjni-all-1.8.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/hadoop-annotations-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/jackson-mapper-asl-1.9.13.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/guice-servlet-3.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/jackson-core-asl-1.9.13.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/aopalliance-1.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/guice-3.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/jersey-server-1.9.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/junit-4.11.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/log4j-1.2.17.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/jersey-guice-1.9.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/protobuf-java-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/jersey-core-1.9.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/paranamer-2.3.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/snappy-java-1.0.4.1.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/javax.inject-1.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/netty-3.6.2.Final.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/asm-3.2.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/lib/avro-1.7.4.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/hadoop-mapreduce-examples-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/hadoop-mapreduce-client-core-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/hadoop-mapreduce-client-jobclient-2.5.0-tests.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/hadoop-mapreduce-client-hs-plugins-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/hadoop-mapreduce-client-jobclient-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/hadoop-mapreduce-client-common-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/hadoop-mapreduce-client-shuffle-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/hadoop-mapreduce-client-hs-2.5.0.jar:/opt/fullyDistributions/ha/hadoop-2.5.0/share/hadoop/mapreduce/hadoop-mapreduce-client-app-2.5.0.jar:/contrib/capacity-scheduler/*.jar
18/01/28 19:48:31 INFO zookeeper.ZooKeeper: Client environment:java.library.path=/opt/fullyDistributions/ha/hadoop-2.5.0/lib/native
18/01/28 19:48:31 INFO zookeeper.ZooKeeper: Client environment:java.io.tmpdir=/tmp
18/01/28 19:48:31 INFO zookeeper.ZooKeeper: Client environment:java.compiler=<NA>
18/01/28 19:48:31 INFO zookeeper.ZooKeeper: Client environment:os.name=Linux
18/01/28 19:48:31 INFO zookeeper.ZooKeeper: Client environment:os.arch=amd64
18/01/28 19:48:31 INFO zookeeper.ZooKeeper: Client environment:os.version=2.6.32-358.el6.x86_64
18/01/28 19:48:31 INFO zookeeper.ZooKeeper: Client environment:user.name=beifeng
18/01/28 19:48:31 INFO zookeeper.ZooKeeper: Client environment:user.home=/home/beifeng
18/01/28 19:48:31 INFO zookeeper.ZooKeeper: Client environment:user.dir=/opt/fullyDistributions/ha/hadoop-2.5.0
18/01/28 19:48:31 INFO zookeeper.ZooKeeper: Initiating client connection, connectString=linux-hadoop01.ibeifeng.com:2181,linux-hadoop02.ibeifeng.com:2181,linux-hadoop03.ibeifeng.com:2181 sessionTimeout=5000 watcher=org.apache.hadoop.ha.ActiveStandbyElector$WatcherWithClientRef@32dd803
18/01/28 19:48:31 INFO zookeeper.ClientCnxn: Opening socket connection to server linux-hadoop02.ibeifeng.com/192.168.140.122:2181. Will not attempt to authenticate using SASL (unknown error)
18/01/28 19:48:31 INFO zookeeper.ClientCnxn: Socket connection established to linux-hadoop02.ibeifeng.com/192.168.140.122:2181, initiating session
18/01/28 19:48:31 INFO zookeeper.ClientCnxn: Session establishment complete on server linux-hadoop02.ibeifeng.com/192.168.140.122:2181, sessionid = 0x2613c8b97f50000, negotiated timeout = 5000
18/01/28 19:48:31 INFO ha.ActiveStandbyElector: Successfully created /hadoop-ha/ns1 in ZK.
18/01/28 19:48:31 INFO zookeeper.ZooKeeper: Session: 0x2613c8b97f50000 closed
18/01/28 19:48:31 WARN ha.ActiveStandbyElector: Ignoring stale result from old client with sessionId 0x2613c8b97f50000
18/01/28 19:48:31 INFO zookeeper.ClientCnxn: EventThread shut down

2.作用

  在倒数第四行有一行说法。

  创建了一个目录:

 /hadoop-ha/ns1 in ZK

3.操作

  上面有日志说connect 02虚拟机。

  进入第二台zookeeper看看是否存在这个目录。

  








  

  

  

  

  

  

原文地址:https://www.cnblogs.com/juncaoit/p/6003172.html