zhangxinba 发表于 2018-10-30 11:43:18

linux上部署hadoop集群 HA+Federation篇

  介绍
  本文继续介绍hadoop部署,来说如何搭建HA+Federation,HA的意思是高可用,Federation是联合的意思,也可以理解为负载均衡的意思。
  正文
  1 环境
  10台机器:
  四台namenode(一个集群,每两台做一个namespace,每个ns中的两个namenode作HA),三台datanode,三台zookeeper(也可以省去这三台,把zookeeper
daemon部署在其他机器上)。实际上还需要3台journalnode,但因为它比较轻量级,所以这里就把它部署在datanode上了。
  为了方便,本文后面就用ns代替namespace。
  2 配置文件修改
  2.1 core-site.xml
  修改ns1中的两台namenode的core-site.xml
  
  hadoop.tmp.dir
  /opt/hadoop-2.6.0/tmp
  
  
  fs.defaultFS
  hdfs://cluster1
  
  
  ha.zookeeper.quorum
  10.9.214.167:2181,10.9.214.18:2181,10.9.214.211:2181
  
  修改ns2中的两台namenode的core-site.xml
  
  hadoop.tmp.dir
  /opt/hadoop-2.6.0/tmp
  
  
  fs.defaultFS
  hdfs://cluster2
  
  
  ha.zookeeper.quorum
  10.9.214.167:2181,10.9.214.18:2181,10.9.214.211:2181
  
  2.2 hdfs-site.xml
  修改ns1中的两台namenode的hdfs-site.xml
  
  dfs.namenode.name.dir
  file:/opt/hadoop-2.6.0/hdfs/name
  
  
  dfs.datanode.data.dir
  file:/opt/hadoop-2.6.0/hdfs/data
  
  
  dfs.replication
  3
  
  
  dfs.nameservices
  cluster1,cluster2
  
  
  dfs.ha.namenodes.cluster1
  nn1,nn2
  
  
  dfs.namenode.rpc-address.cluster1.nn1
  10.9.214.151:8020
  
  
  dfs.namenode.rpc-address.cluster1.nn2
  10.9.214.15:8020
  
  
  dfs.namenode.http-address.cluster1.nn1
  10.9.214.151:50070
  
  
  dfs.namenode.http-address.cluster1.nn2
  10.9.214.15:50070
  
  
  dfs.ha.namenodes.cluster2
  nn3,nn4
  
  
  dfs.namenode.rpc-address.cluster2.nn3
  10.9.214.105:8020
  
  
  dfs.namenode.rpc-address.cluster2.nn4
  10.9.214.113:8020
  
  
  dfs.namenode.http-address.cluster2.nn3
  10.9.214.105:50070
  
  
  dfs.namenode.http-address.cluster2.nn4
  10.9.214.113:50070
  
  
  dfs.namenode.shared.edits.dir
  qjournal://10.9.214.158:8485;10.9.214.160:8485;10.9.214.149:8485/cluster1
  
  
  dfs.client.failover.proxy.provider.cluster1
  org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider
  
  
  dfs.ha.fencing.methods
  sshfence
  
  
  dfs.ha.fencing.methods
  sshfence
  
  
  dfs.ha.fencing.ssh.private-key-files
  /home/hadoop/.ssh/id_rsa
  
  
  dfs.journalnode.edits.dir
  /opt/hadoop-2.6.0/journalnode
  
  
  dfs.ha.automatic-failover.enabled
  true
  
  修改ns2中的两台namenode的hdfs-site.xml
  
  dfs.namenode.name.dir
  file:/opt/hadoop-2.6.0/hdfs/name
  
  
  dfs.datanode.data.dir
  file:/opt/hadoop-2.6.0/hdfs/data
  
  
  dfs.replication
  3
  
  
  dfs.nameservices
  cluster1,cluster2
  
  
  dfs.ha.namenodes.cluster1
  nn1,nn2
  
  
  dfs.namenode.rpc-address.cluster1.nn1
  10.9.214.151:8020
  
  
  dfs.namenode.rpc-address.cluster1.nn2
  10.9.214.15:8020
  
  
  dfs.namenode.http-address.cluster1.nn1
  10.9.214.151:50070
  
  
  dfs.namenode.http-address.cluster1.nn2
  10.9.214.15:50070
  
  
  dfs.ha.namenodes.cluster2
  nn3,nn4
  
  
  dfs.namenode.rpc-address.cluster2.nn3
  10.9.214.105:8020
  
  
  dfs.namenode.rpc-address.cluster2.nn4
  10.9.214.113:8020
  
  
  dfs.namenode.http-address.cluster2.nn3
  10.9.214.105:50070
  
  
  dfs.namenode.http-address.cluster2.nn4
  10.9.214.113:50070
  
  
  dfs.namenode.shared.edits.dir
  qjournal://10.9.214.158:8485;10.9.214.160:8485;10.9.214.149:8485/cluster2
  
  
  dfs.client.failover.proxy.provider.cluster2
  org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider
  
  
  dfs.ha.fencing.methods
  sshfence
  
  
  dfs.ha.fencing.methods
  sshfence
  
  
  dfs.ha.fencing.ssh.private-key-files
  /home/hadoop/.ssh/id_rsa
  
  
  dfs.journalnode.edits.dir
  /opt/hadoop-2.6.0/journalnode
  
  
  dfs.ha.automatic-failover.enabled
  true
  
  2.3 mapred-site.xml
  修改4台namenode上的mapred-site.xml
  
  mapreduce.framework.name
  yarn
  
  2.4 yarn-site.xml
  修改ns1的yarn-site.xml
  
  yarn.resourcemanager.address
  10.9.214.151:18040
  
  
  yarn.resourcemanager.scheduler.address
  10.9.214.151:18030
  
  
  yarn.resourcemanager.webapp.address
  10.9.214.151:18088
  
  
  yarn.resourcemanager.resource-tracker.address
  10.9.214.151:18025
  
  
  yarn.resourcemanager.admin.address
  10.9.214.151:18141
  
  
  yarn.nodemanager.aux-services
  mapreduce_shuffle
  
  修改ns2的yarn-site.xml
  
  yarn.resourcemanager.address
  10.9.214.105:18040
  
  
  yarn.resourcemanager.scheduler.address
  10.9.214.105:18030
  
  
  yarn.resourcemanager.webapp.address
  10.9.214.105:18088
  
  
  yarn.resourcemanager.resource-tracker.address
  10.9.214.105:18025
  
  
  yarn.resourcemanager.admin.address
  10.9.214.105:18141
  
  
  yarn.nodemanager.aux-services
  mapreduce_shuffle
  
  3 操作细节
  3.1 启动zookeeper daemons
  在三台zookeeper机器上执行
zkServer.sh start  3.2 格式化zookeeper
  在ns1,集群2的各一个namenode上执行
hdfs zkfc -formatZK  3.3 启动journalnode
  在三台journalnode机器上执行
hadoop-daemon.sh start journalnode  3.4 格式化namenode
  在ns1和ns2中各一台namenode上执行
hdfs namenode -format -clusterId cluster  注意:clusterid 只有一个,因为四个namenode共用三个datanode,所以只有一个集群。
  3.5 启动namenode
  在ns1和ns2中各一台namenode上执行
hadoop-daemon.sh start namenode  验证
  在浏览器中输入10.9.214.151:50070 可以看到hdfs状态
  3.6 做namenode 数据同步到namenode standby
  在ns1和ns2中另一台namenode上执行
hdfs namenode -bootstrapStandby  3.7 启动namenode standby上的namenode
hadoop-daemon.sh start namenode  3.8 启动datanode
  在任意一台namenode上执行
hadoop-daemons.sh start datanode  3.9 启动zkfc
  在每台namenode上执行
hadoop-daemon.sh --script hdfs start zkfc  验证
  在任意一台namenode上执行以下命令分别查看各个节点状态
hdfs haadmin -ns cluster1 -getServiceState nn1  
hdfs haadmin -ns cluster1 -getServiceState nn2
  
hdfs haadmin -ns cluster2 -getServiceState nn3
  
hdfs haadmin -ns cluster2 -getServiceState nn4
  切换active和standby节点,看是否成功
hdfs haadmin -ns cluster1 -failover nn1 nn2  尝试关掉一个主namenode,看主备能否正常切换
  尝试关掉一个datanode,看会发生什么(datanode和namenode之间是通过heartbeat每隔几分钟检测一次,若某个datanode没有反应了,namenode就会把这个datanode变为四节点,namenode每隔10分钟检测一次)
  3.10 启动yarn
  在ns1,ns2的各一个namenode上启动
start-yarn.sh  验证
  在浏览器中输入http://10.9.214.151:18088 可看到application界面
  查看hdfs文件系统内容:
hadoop dfs -ls /  拷贝一个文件到hadoop集群:
hadoop dfs -put core-site.xml /

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