近日整合Hadoop,Hbase,Zookeeper时遇到不少问题,经过一番苦战后终于整合成功,现将整合中遇到的一些问题整理一下。
前置说明:
版本:
JDK: 1.6.*
Hadoop: 0.20.2
Hbase: 0.90.4
Zookkeeper: 3.4.3
centOS: CentOS release 5.3
节点数: 1 (虚拟机)
安装配置:
一、安装JDK
二、配置host
修改配置 /etc/hosts 如下:
192.168.0.23 hadoopName
此hostname为hadoop、Hbase、Zookeeper配置文件中共同使用。这一步非常重要。也会涉及到windows中eclipse runonhadoop插件的运行。
二、安装Hadoop
Hadoop安装比较容易,请参考《hadoop权威指南》、陆嘉恒版《hadoop实战》。
三、安装Zookeeper
运行模式为:
集群伪分布模式
1、解压Zookeeper,将$ZK_INSTALL/bin加入环境变量。
2、拷贝$ZK_INSTALL/conf下的zoo.example.cfg,分别复制为zoo1.cfg、zoo2.cfg、zoo3.cfg
3、配置zoo*.cfg:
zoo1.cfg
# The number of milliseconds of each tick
tickTime=2000
# The number of ticks that the initial
# synchronization phase can take
initLimit=10
# The number of ticks that can pass between
# sending a request and getting an acknowledgement
syncLimit=5
# the directory where the snapshot is stored.
dataDir=/usr/local/zookeeper-3.4.3/snapshot/d_1
# the port at which the clients will connect
clientPort=2181
#the location of the log file
dataLogDir=/usr/local/zookeeper-3.4.3/logs
server.[color=red]1[/color]=hadoopName:2887:3887
server.[color=red]2[/color]=hadoopName:2888:3888
server.[color=red]3[/color]=hadoopName:2889:3889
zoo2.cfg
# The number of milliseconds of each tick
tickTime=2000
# The number of ticks that the initial
# synchronization phase can take
initLimit=10
# The number of ticks that can pass between
# sending a request and getting an acknowledgement
syncLimit=5
# the directory where the snapshot is stored.
dataDir=/usr/local/zookeeper-3.4.3/snapshot/d_2
# the port at which the clients will connect
clientPort=2182
#the location of the log file
dataLogDir=/usr/local/zookeeper-3.4.3/logs
server.[color=red]1[/color]=hadoopName:2887:3887
server.[color=red]2[/color]=hadoopName:2888:3888
server.[color=red]3[/color]=hadoopName:2889:3889
zoo3.cfg
# The number of milliseconds of each tick
tickTime=2000
# The number of ticks that the initial
# synchronization phase can take
initLimit=10
# The number of ticks that can pass between
# sending a request and getting an acknowledgement
syncLimit=5
# the directory where the snapshot is stored.
dataDir=/usr/local/zookeeper-3.4.3/snapshot/d_3
# the port at which the clients will connect
clientPort=2183
#the location of the log file
dataLogDir=/usr/local/zookeeper-3.4.3/logs
server.[color=red]1[/color]=hadoopName:2887:3887
server.[color=red]2[/color]=hadoopName:2888:3888
server.[color=red]3[/color]=hadoopName:2889:3889
4、在zoo*.cfg中的dataDir指定的目录下,
新建myid文件。
例如:$ZK_INSTALL/snapshot/d_1下,新建myid。在myid文件中输入1。表示为server.1。
如果为snapshot/d_2,则myid文件中的内容为 2,依此类推。
5、如果在zoo*.cfg中配置了
#the location of the log file
dataLogDir=/usr/local/zookeeper-3.4.3/[color=red]logs[/color]
如果$ZK_INSTALL下不存在logs目录,也会报错。所以需要手动创建logs文件夹。
报错异常信息如下:
2012-02-26 00:06:47,364 [myid:] - INFO [main:QuorumPeerConfig@101] - Reading configuration from: ../conf/zoo3.cfg
2012-02-26 00:06:47,372 [myid:] - ERROR [main:QuorumPeerMain@85] - Invalid config, exiting abnormally
org.apache.zookeeper.server.quorum.QuorumPeerConfig$ConfigException: Error processing ../conf/zoo3.cfg
at org.apache.zookeeper.server.quorum.QuorumPeerConfig.parse(QuorumPeerConfig.java:121)
at org.apache.zookeeper.server.quorum.QuorumPeerMain.initializeAndRun(QuorumPeerMain.java:101)
at org.apache.zookeeper.server.quorum.QuorumPeerMain.main(QuorumPeerMain.java:78)
Caused by: [color=red]java.lang.IllegalArgumentException: dataLogDir /usr/local/zookeeper-3.4.3/logs is missing.[/color]
at org.apache.zookeeper.server.quorum.QuorumPeerConfig.parseProperties(QuorumPeerConfig.java:247)
at org.apache.zookeeper.server.quorum.QuorumPeerConfig.parse(QuorumPeerConfig.java:117)
... 2 more
Invalid config, exiting abnormally
6、现在就可以启动zookeeper了:
zkServer.sh start zoo1.cfg
zkServer.sh start zoo2.cfg
zkServer.sh start zoo3.cfg
然后输入jps,查看进程:
[root@hadoopname snapshot]# jps
4208 SecondaryNameNode
4587 QuorumPeerMain
4498 QuorumPeerMain
4273 JobTracker
4014 NameNode
4106 DataNode
4617 Jps
4547 QuorumPeerMain
4424 TaskTracker
有3个QuorumPeerMain进程启动了,zookeeper启动成功。还可以使用zookeeper自带的四字命令进行启动成功的测试:
[root@hadoopname snapshot]# echo ruok | nc hadoopName 2181
imok
返回了imok,证明启动成功。如果什么都没有返回,证明启动失败。
四、安装Hbase
1、解压Hbase后,将$HBASE_INSTALL/bin加入环境变量。
2、配置$HBASE_INSTALL/conf/hbase-env.sh:
export JAVA_HOME=$YOUR_JAVA_HOME
# Tell HBase whether it should manage it's own instance of Zookeeper or not.
export HBASE_MANAGES_ZK=false <==默认为true,我们不使用hbase自带的zookeeper实例。
3、配置hbase-site.xml
<configuration>
<property>
<name>hbase.rootdir</name>
<value>hdfs://[color=red]hadoopName[/color]:9000/hbase</value>
</property>
<property>
<name>hbase.cluster.distributed</name>
<value>true</value>
</property>
<property>
<name>dfs.replication</name>
<value>1</value>
</property>
<property>
<name>hbase.zookeeper.quorum</name>
<value>[color=red]hadoopName[/color]</value>
</property>
<property>
<name>zookeeper.session.timeout</name>
<value>60000</value>
</property>
5、将$HBASE_INSTALL/lib下的hadoop-core-0.20-append-r1056497.jar删除,替换为$HADOOP_INSTALL/hadoop-0.20.2-core.jar
如果不替换,则在调用start-hbase.sh时HMaster无法启动。
报错异常如下:
12/02/26 00:35:02 INFO zookeeper.ClientCnxn: Session establishment complete on server hadoopname/192.168.0.23:2181, sessionid = 0x135b544b002000f, negotiated timeout = 40000
12/02/26 00:35:02 INFO client.HConnectionManager$HConnectionImplementation: ZooKeeper available but no active master location found
12/02/26 00:35:02 INFO client.HConnectionManager$HConnectionImplementation: getMaster attempt 0 of 1 failed; no more retrying.
org.apache.hadoop.hbase.MasterNotRunningException
at org.apache.hadoop.hbase.client.HConnectionManager$HConnectionImplementation.getMaster(HConnectionManager.java:357)
at org.apache.hadoop.hbase.client.HBaseAdmin.<init>(HBaseAdmin.java:94)
at org.apache.hadoop.hbase.master.HMasterCommandLine.stopMaster(HMasterCommandLine.java:163)
at org.apache.hadoop.hbase.master.HMasterCommandLine.run(HMasterCommandLine.java:104)
at org.apache.hadoop.util.ToolRunner.run(ToolRunner.java:65)
at org.apache.hadoop.hbase.util.ServerCommandLine.doMain(ServerCommandLine.java:76)
at org.apache.hadoop.hbase.master.HMaster.main(HMaster.java:1078)
12/02/26 00:35:02 ERROR master.HMasterCommandLine: Master not running
ps:在hbase官方说明中有另外一种方法,小生暂时未试验过。
http://hbase.apache.org/book.html#hadoop
6、这时我们再启动start-hbase.sh,就会成功啦!
[root@hadoopname conf]# start-hbase.sh
starting master, logging to /usr/local/hbase-0.90.4/logs/hbase-root-master-hadoopname.out
hadoopName: starting regionserver, logging to /usr/local/hbase-0.90.4/logs/hbase-root-regionserver-hadoopname.out
[root@hadoopname conf]# jps
5004 HMaster
5101 HRegionServer
4208 SecondaryNameNode
5181 Jps
4587 QuorumPeerMain
4498 QuorumPeerMain
4273 JobTracker
4014 NameNode
4106 DataNode
4547 QuorumPeerMain
4424 TaskTracker
至此,hadoop、hbase、zookeeper在虚拟机下的整合就完毕了。
总结:
从整合的过程中可以感受到,hadoop的问题较少,而hbase和zk问题较多。比如zk的zoo.cfg配置参数中,dataDir指定的目录如果未创建,则zk会自动创建;但是dataLogDir参数指定的路径却不会自动创建。
最后,如果本文中有什么遗漏或不正确的地方,还请各位朋友斧正。在下感激不尽!