Hadoop的HA工作机制示意图
下面我们开始搭建这一套高可用集群环境
hadoop2.0已经发布了稳定版本了，增加了很多特性，比如HDFS HA、YARN等。最新的hadoop-2.6.4又增加了YARN HA
注意：apache提供的hadoop-2.6.4的安装包是在32位操作系统编译的，因为hadoop依赖一些C++的本地库，
所以如果在64位的操作上安装hadoop-2.6.4就需要重新在64操作系统上重新编译
前期准备
1.修改Linux主机名
2.修改IP 3.修改主机名和IP的映射关系 /etc/hosts ######注意######如果你们公司是租用的服务器或是使用的云主机（如华为用主机、阿里云主机等） /etc/hosts里面要配置的是内网IP地址和主机名的映射关系 4.关闭防火墙 5.ssh免登陆 6.安装JDK，配置环境变量等
集群规划：
主机名 IP 安装的软件 运行的进程
hdp-01 192.168.150.11 jdk、hadoop、zk NodeManager、DataNode、NameNode、QuorumPeerMain、DFSZKFailoverController hdp-02 192.168.150.12 jdk、hadoop、zk NodeManager、DataNode、NameNode、QuorumPeerMain、DFSZKFailoverController hdp-03 192.168.150.13 jdk、hadoop、zk NodeManager、DataNode、ResourceManager、QuorumPeerMain hdp-04 192.168.150.14 jdk、hadoop NodeManager、DataNode、ResourceManager hdp-05 192.168.150.15 jdk、hadoop NodeManager、DataNode、JournalNode hdp-06 192.168.150.16 jdk、hadoop NodeManager、DataNode、JournalNode hdp-07 192.168.150.17 jdk、hadoop NodeManager、DataNode、JournalNode
说明：
1.在hadoop2.0中通常由两个NameNode组成，一个处于active状态，另一个处于standby状态。Active NameNode对外提供服务，而Standby NameNode则不对外提供服务，仅同步active namenode的状态，以便能够在它失败时快速进行切换。hadoop2.0官方提供了两种HDFS HA的解决方案，一种是NFS，另一种是QJM。这里我们使用简单的QJM。在该方案中，主备NameNode之间通过一组JournalNode同步元数据信息，一条数据只要成功写入多数JournalNode即认为写入成功。通常配置奇数个JournalNode这里还配置了一个zookeeper集群，用于ZKFC（DFSZKFailoverController）故障转移，当Active NameNode挂掉了，会自动切换Standby NameNode为standby状态2.hadoop-2.2.0中依然存在一个问题，就是ResourceManager只有一个，存在单点故障，hadoop-2.6.4解决了这个问题，有两个ResourceManager，一个是Active，一个是Standby，状态由zookeeper进行协调
安装步骤
1.安装配置zooekeeper集群（在hdp-01、hdp-02、hdp-03上）
1.1解压
tar -zxvf zookeeper-3.4.5.tar.gz -C /home/hadoop/app/1.2修改配置 cd /home/hadoop/app/zookeeper-3.4.5/conf/ cp zoo_sample.cfg zoo.cfg vim zoo.cfg 修改：dataDir=/home/hadoop/app/zookeeper-3.4.5/tmp 在最后添加： server.1=hdp-01:2888:3888 server.2=hdp-02:2888:3888 server.3=hdp-03:2888:3888 保存退出 然后创建一个tmp文件夹 mkdir /home/hadoop/app/zookeeper-3.4.5/tmp echo 1 > /home/hadoop/app/zookeeper-3.4.5/tmp/myid1.3将配置好的zookeeper拷贝到其他节点(首先分别在hdp-02、hdp-03根目录下创建一个hadoop目录：mkdir /hadoop) scp -r /home/hadoop/app/zookeeper-3.4.5/ hdp-02:/home/hadoop/app/ scp -r /home/hadoop/app/zookeeper-3.4.5/ hdp-03:/home/hadoop/app/ 注意：修改hdp-02、hdp-03对应/hadoop/zookeeper-3.4.5/tmp/myid内容 hdp-02： echo 2 > /home/hadoop/app/zookeeper-3.4.5/tmp/myid hdp-03： echo 3 > /home/hadoop/app/zookeeper-3.4.5/tmp/myid
2.安装配置hadoop集群（在hdp-01上操作）
2.1解压
tar -zxvf hadoop-2.6.4.tar.gz -C /home/hadoop/app/2.2配置HDFS（hadoop2.0所有的配置文件都在$HADOOP_HOME/etc/hadoop目录下） #将hadoop添加到环境变量中 vim /etc/profile export JAVA_HOME=/usr/java/jdk1.7.0_55 export HADOOP_HOME=/hadoop/hadoop-2.6.4 export PATH=$PATH:$JAVA_HOME/bin:$HADOOP_HOME/bin #hadoop2.0的配置文件全部在$HADOOP_HOME/etc/hadoop下 cd /home/hadoop/app/hadoop-2.6.4/etc/hadoop 2.2.1修改hadoo-env.sh export JAVA_HOME=/home/hadoop/app/jdk1.7.0_55###############################################################################
2.2.2修改core-site.xml <configuration> <!-- 指定hdfs的nameservice为ns1 --> <property> <name>fs.defaultFS</name> <value>hdfs://hdp24/</value> </property> <!-- 指定hadoop临时目录 --> <property> <name>hadoop.tmp.dir</name> <value>/root/hdptmp/</value> </property><!-- 指定zookeeper地址 -->
<property> <name>ha.zookeeper.quorum</name> <value>hdp-05:2181,hdp-06:2181,hdp-07:2181</value> </property> </configuration>###############################################################################
2.2.3修改hdfs-site.xml <configuration> <!--指定hdfs的nameservice为bi，需要和core-site.xml中的保持一致 --> <property> <name>dfs.nameservices</name> <value>hdp24</value> </property> <!-- hdp24下面有两个NameNode，分别是nn1，nn2 --> <property> <name>dfs.ha.namenodes.hdp24</name> <value>nn1,nn2</value> </property> <!-- nn1的RPC通信地址 --> <property> <name>dfs.namenode.rpc-address.hdp24.nn1</name> <value>hdp-01:9000</value> </property> <!-- nn1的http通信地址 --> <property> <name>dfs.namenode.http-address.hdp24.nn1</name> <value>hdp-01:50070</value> </property> <!-- nn2的RPC通信地址 --> <property> <name>dfs.namenode.rpc-address.hdp24.nn2</name> <value>hdp-02:9000</value> </property> <!-- nn2的http通信地址 --> <property> <name>dfs.namenode.http-address.hdp24.nn2</name> <value>hdp-02:50070</value> </property> <!-- 指定NameNode的edits元数据在机器本地磁盘的存放位置 --> <property> <name>dfs.namenode.name.dir</name> <value>/root/hdpdata/name</value> </property><property>
<name>dfs.datanode.data.dir</name> <value>/root/hdpdata/data</value> </property> <!-- 指定NameNode的共享edits元数据在JournalNode上的存放位置 --> <property> <name>dfs.namenode.shared.edits.dir</name> <value>qjournal://hdp-05:8485;hdp-06:8485;hdp-07:8485/hdp24</value> </property><!-- 指定JournalNode在本地磁盘存放数据的位置 -->
<property> <name>dfs.journalnode.edits.dir</name> <value>/root/hdpdata/journaldata</value> </property><!-- 开启NameNode失败自动切换 -->
<property> <name>dfs.ha.automatic-failover.enabled</name> <value>true</value> </property> <!-- 配置失败自动切换实现方式 --> <property> <name>dfs.client.failover.proxy.provider.hdp24</name> <value>org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider</value> </property> <!-- 配置隔离机制方法，多个机制用换行分割，即每个机制暂用一行--> <property> <name>dfs.ha.fencing.methods</name> <value> sshfence shell(/bin/true) </value> </property> <!-- 使用sshfence隔离机制时需要ssh免登陆 --> <property> <name>dfs.ha.fencing.ssh.private-key-files</name> <value>/root/.ssh/id_rsa</value> </property> <!-- 配置sshfence隔离机制超时时间 --> <property> <name>dfs.ha.fencing.ssh.connect-timeout</name> <value>30000</value> </property> </configuration>###############################################################################
2.2.4修改mapred-site.xml <configuration> <!-- 指定mr框架为yarn方式 --> <property> <name>mapreduce.framework.name</name> <value>yarn</value> </property> </configuration> ############################################################################### 2.2.5修改yarn-site.xml <configuration> <!-- 开启RM高可用 --> <property> <name>yarn.resourcemanager.ha.enabled</name> <value>true</value> </property> <!-- 指定RM的cluster id --> <property> <name>yarn.resourcemanager.cluster-id</name> <value>yrc</value> </property> <!-- 指定RM的逻辑名字 --> <property> <name>yarn.resourcemanager.ha.rm-ids</name> <value>rm1,rm2</value> </property> <!-- 分别指定RM的地址 --> <property> <name>yarn.resourcemanager.hostname.rm1</name> <value>hdp-03</value> </property> <property> <name>yarn.resourcemanager.hostname.rm2</name> <value>hdp-04</value> </property> <!-- 指定zk集群地址 --> <property> <name>yarn.resourcemanager.zk-address</name> <value>hdp-01:2181,hdp-02:2181,hdp-03:2181</value> </property> <property> <name>yarn.nodemanager.aux-services</name> <value>mapreduce_shuffle</value> </property> </configuration> 2.2.6修改slaves(slaves是指定子节点的位置，因为要在hdp-01上启动HDFS、在hdp-03、hdp-04启动yarn，所以hdp-01上的slaves文件指定的是datanode的位置，hdp-03、hdp-04上的slaves文件指定的是nodemanager的位置)hdp-01hdp-02hdp-03hdp-04hdp-05hdp-06hdp-072.2.7配置免密码登陆
#首先要配置hdp-01到hdp-01、hdp-02、hdp-03、hdp-04、hdp-05、hdp-06、hdp-07的免密码登陆 #在hdp-01上生产一对钥匙 ssh-keygen -t rsa #将公钥拷贝到其他节点，包括自己 ssh-coyp-id hdp-01 ssh-coyp-id hdp-02 ssh-coyp-id hdp-03 ssh-coyp-id hdp-04 ssh-coyp-id hdp-05 ssh-coyp-id hdp-06 ssh-coyp-id hdp-07 #配置hdp-03到hdp-01、hdp-02、hdp-03、hdp-04、hdp-05、hdp-06、hdp-07的免密码登陆 #在hdp-03上生产一对钥匙 ssh-keygen -t rsa #将公钥拷贝到其他节点 ssh-coyp-id hdp-01 ssh-coyp-id hdp-02 ssh-coyp-id hdp-03 ssh-coyp-id hdp-04 ssh-coyp-id hdp-05 ssh-coyp-id hdp-06 ssh-coyp-id hdp-07 #注意：两个namenode之间要配置ssh免密码登陆，别忘了配置hdp-01到hdp-02的免登陆 2.4将配置好的hadoop拷贝到其他节点 scp -r /hadoop/ hdo-02:/ scp -r /hadoop/ hdp-03:/ scp -r /hadoop/hadoop-2.6.4/ hadoop@hdp-04:/hadoop/ scp -r /hadoop/hadoop-2.6.4/ hadoop@hdp-05:/hadoop/ scp -r /hadoop/hadoop-2.6.4/ hadoop@hdp-06:/hadoop/ scp -r /hadoop/hadoop-2.6.4/ hadoop@hdp-07:/hadoop/ ###注意：严格按照下面的步骤!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! 2.5启动zookeeper集群（分别在hdp-01、hdp-02、hdp-03上启动zk） cd /hadoop/zookeeper-3.4.5/bin/ ./zkServer.sh start #查看状态：一个leader，两个follower ./zkServer.sh status 2.6手动启动journalnode（分别在在hdp-05、hdp-06、hdp-07上执行） cd /hadoop/hadoop-2.6.4 sbin/hadoop-daemon.sh start journalnode #运行jps命令检验，hdp-05、hdp-06、hdp-07上多了JournalNode进程 2.7格式化namenode #在hdp-01上执行命令: hdfs namenode -format #格式化后会在根据core-site.xml中的hadoop.tmp.dir配置生成个文件，这里我配置的是/hadoop/hadoop-2.6.4/tmp，然后将/hadoop/hadoop-2.6.4/tmp拷贝到hadoop02的/hadoop/hadoop-2.6.4/下。 scp -r tmp/ hadoop02:/home/hadoop/app/hadoop-2.6.4/ ##也可以这样，建议hdfs namenode -bootstrapStandby 2.8格式化ZKFC(在hdp-01上执行即可) hdfs zkfc -formatZK 2.9启动HDFS(在hdp-01上执行) sbin/start-dfs.sh2.10启动YARN(#####注意#####：是在hdp-03上执行start-yarn.sh，把namenode和resourcemanager分开是因为性能问题，因为他们都要占用大量资源，所以把他们分开了，他们分开了就要分别在不同的机器上启动)
sbin/start-yarn.sh到此，hadoop-2.6.4配置完毕，可以统计浏览器访问: http://hdp-01:50070 NameNode 'hdp-01:9000' (active) http://hdp-01:50070 NameNode 'hdp-02:9000' (standby)
(active)
(standby)
手动启动journalnode（分别在在hdp-05、hdp-06、hdp-07上执行）
[root@hdp-05 ~]# hadoop-daemon.sh start journalnodestarting journalnode, logging to /root/apps/hadoop-2.7.2/logs/hadoop-root-journalnode-hdp-05.out[root@hdp-05 ~]# jps3317 JournalNode3368 Jps[root@hdp-05 ~]#
[root@hdp-06 ~]# hadoop-daemon.sh start journalnodestarting journalnode, logging to /root/apps/hadoop-2.7.2/logs/hadoop-root-journalnode-hdp-06.out[root@hdp-06 ~]# jps3304 JournalNode3355 Jps
[root@hdp-07 ~]# hadoop-daemon.sh start journalnodestarting journalnode, logging to /root/apps/hadoop-2.7.2/logs/hadoop-root-journalnode-hdp-07.out[root@hdp-07 ~]# jps3362 Jps3311 JournalNode[root@hdp-07 ~]#
启动HDFS(在hdp-01上执行)
[root@hdp-01 ~]# start-dfs.shStarting namenodes on [hdp-01 hdp-02]hdp-02: starting namenode, logging to /root/apps/hadoop-2.7.2/logs/hadoop-root-namenode-hdp-02.outhdp-01: starting namenode, logging to /root/apps/hadoop-2.7.2/logs/hadoop-root-namenode-hdp-01.outhdp-02: starting datanode, logging to /root/apps/hadoop-2.7.2/logs/hadoop-root-datanode-hdp-02.outhdp-05: starting datanode, logging to /root/apps/hadoop-2.7.2/logs/hadoop-root-datanode-hdp-05.outhdp-04: starting datanode, logging to /root/apps/hadoop-2.7.2/logs/hadoop-root-datanode-hdp-04.outhdp-03: starting datanode, logging to /root/apps/hadoop-2.7.2/logs/hadoop-root-datanode-hdp-03.outhdp-07: starting datanode, logging to /root/apps/hadoop-2.7.2/logs/hadoop-root-datanode-hdp-07.outhdp-06: starting datanode, logging to /root/apps/hadoop-2.7.2/logs/hadoop-root-datanode-hdp-06.outhdp-01: starting datanode, logging to /root/apps/hadoop-2.7.2/logs/hadoop-root-datanode-hdp-01.outStarting journal nodes [hdp-05 hdp-06 hdp-07]hdp-06: journalnode running as process 3304. Stop it first.hdp-05: journalnode running as process 3317. Stop it first.hdp-07: journalnode running as process 3311. Stop it first.Starting ZK Failover Controllers on NN hosts [hdp-01 hdp-02]hdp-02: starting zkfc, logging to /root/apps/hadoop-2.7.2/logs/hadoop-root-zkfc-hdp-02.outhdp-01: starting zkfc, logging to /root/apps/hadoop-2.7.2/logs/hadoop-root-zkfc-hdp-01.out[root@hdp-01 ~]# jps4721 Jps3635 QuorumPeerMain4259 NameNode4404 DataNode[root@hdp-01 ~]#
启动YARN(#####注意#####：是在hdp-03/hdp-04上执行start-yarn.sh，把namenode和resourcemanager分开是因为性能问题，因为他们都要占用大量资源，所以把他们分开了，他们分开了就要分别在不同的机器上启动)
[root@hdp-03 ~]# start-yarn.shstarting yarn daemonsstarting resourcemanager, logging to /root/apps/hadoop-2.7.2/logs/yarn-root-resourcemanager-hdp-03.outhdp-04: nodemanager running as process 3639. Stop it first.hdp-06: starting nodemanager, logging to /root/apps/hadoop-2.7.2/logs/yarn-root-nodemanager-hdp-06.outhdp-02: starting nodemanager, logging to /root/apps/hadoop-2.7.2/logs/yarn-root-nodemanager-hdp-02.outhdp-05: starting nodemanager, logging to /root/apps/hadoop-2.7.2/logs/yarn-root-nodemanager-hdp-05.outhdp-01: starting nodemanager, logging to /root/apps/hadoop-2.7.2/logs/yarn-root-nodemanager-hdp-01.outhdp-07: starting nodemanager, logging to /root/apps/hadoop-2.7.2/logs/yarn-root-nodemanager-hdp-07.outhdp-03: starting nodemanager, logging to /root/apps/hadoop-2.7.2/logs/yarn-root-nodemanager-hdp-03.out[root@hdp-03 ~]# jps3619 DataNode4007 Jps3879 NodeManager
[root@hdp-04 ~]# start-yarn.shstarting yarn daemonsstarting resourcemanager, logging to /root/apps/hadoop-2.7.2/logs/yarn-root-resourcemanager-hdp-04.outThe authenticity of host 'localhost (::1)' can't be established.RSA key fingerprint is 45:70:99:dc:00:b1:48:78:6f:ac:a4:47:a0:1b:7a:c5.Are you sure you want to continue connecting (yes/no)? yeslocalhost: Warning: Permanently added 'localhost' (RSA) to the list of known hosts.root@localhost's password:localhost: starting nodemanager, logging to /root/apps/hadoop-2.7.2/logs/yarn-root-nodemanager-hdp-04.out[root@hdp-04 ~]# jps3763 Jps3639 NodeManager3399 DataNode[root@hdp-04 ~]#
访问结果
验证高可用：把hdp-01虚拟机关机，结果hdp-02变为active
Hadoop的HA环境就搭建成功了
版权