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。