Hadoop安装教程——单机模式

Hadoop是MapReduce的开源实现,网上有很多相关的文章,但是很多不全,有的有点乱,本人Ubuntu小白,Hadoop初学者,根据别人的资料和我自己安装的经验介绍它的单机模式安装方法,欢迎拍砖。
部分资料翻译自 http://www.michael-noll.com/tutorials/running-hadoop-on-ubuntu-linux-single-node-cluster/#configuring-ssh,感谢。

实验平台:Ubuntu 10.04,Hadoop-1.0.2,JDK1.7
(注:最新的Ubuntu12。04已经出了,作者费尽周折也没能安装成功,可能作者机器的原因只能安装10.04,12.04无论是安装或者从10.04升级完成后,都会进不去系统,哪位朋友遇到相同问题或者解决相关问题,可以站内我,谢谢)好了,扯远了。下面言归正传。

step 1. 为Hadoop增加用户,记住设定的密码
$ sudo addgroup hadoop
$ sudo adduser --ingroup hadoop hduser


step 2. ssh的安装与设置
由于Hadoop用ssh 通信,因此首先要安装SSH Server
$ sudo apt-get install ssh 


下面进行免密码登录设定,su 命令执行后,输入刚才设定的密码
$ su - hduser
$ ssh-keygen -t rsa -P '' -f ~/.ssh/id_rsa
$ cat ~/.ssh/id_rsa.pub >> ~/.ssh/authorized_keys
$ ssh localhost

生成用于SSH的密钥 ,完成后请登入确认不用输入密码,(第一次登入需按enter键,第二次就可以直接登入到系统。
~$ ssh localhost
~$ exit
~$ ssh localhost
~$ exit

step 3. 安装java

笔者采用的是离线的tar,解压到/opt/java1.7.0/
•$ tar zxvf jdk1.7.0.tar.gz
•$ sudo mv jdk1.7.0 /opt/java/

配置环境
•$ sudo gedit /opt/profile


在 "umask 022"之前输入 as below

export JAVA_HOME=/opt/java/jdk1.7.0
export JRE_HOME=$JAVA_HOME/jre
export CLASSPATH=.:$JAVA_HOME/lib:$JRE_HOME/lib
export PATH=$PATH:$JRE_HOME/bin:$JAVA_HOME/bin



step 4. 下载安装Hadoop

•下载 Hadoop-1.0.2,并解开压缩文件到 /opt 路径。
•$ tar zxvf Hadoop-1.0.2.tar.gz
•$ sudo mv Hadoop-1.0.2 /opt/
•$ sudo chown -R hduser:hadoop /opt/Hadoop-1.0.2


step 5. 设定 hadoop-env.sh

•进入 hadoop 目录,做进一步的设定。我们需要修改两个档案,第一个是 hadoop-env.sh,需要设定 JAVA_HOME, HADOOP_HOME, PATH 三个环境变量。
/opt$ cd Hadoop-1.0.2/
/opt/Hadoop-1.0.2$ cat >> conf/hadoop-env.sh << EOF
贴上以下信息
export JAVA_HOME=/opt/java/jdk1.7.0
export HADOOP_HOME=/opt/Hadoop-1.0.2
export PATH=$PATH:$HADOOP_HOME/bin
EOF

这里我有一点不明白,明明/etc/profile里已经指定了JAVA_HOME,这里为什么还需要指定?

step 6. 设定 hadoop配置文件

•編輯 $HADOOP_HOME/conf/core-site.xml
<configuration>
  <property>
    <name>fs.default.name</name>
    <value>hdfs://localhost:9000</value>
  </property>
  <property>
    <name>hadoop.tmp.dir</name>
    <value>/tmp/hadoop/hadoop-${user.name}</value>
  </property>
</configuration>
• 編輯 HADOOP_HOME/conf/hdfs-site.xml
<configuration>
  <property>
    <name>dfs.replication</name>
    <value>1</value>
  </property>
</configuration>
• 編輯 HADOOP_HOME/conf/mapred-site.xml
<configuration>
  <property>
    <name>mapred.job.tracker</name>
    <value>localhost:9001</value>
  </property>
</configuration>

step 7. 格式化HDFS

•以上我们已经设定好 Hadoop 单机测试的环境,接着让我们来启动 Hadoop 相关服务,格式化 namenode, secondarynamenode, tasktracker
•$ cd /opt/Hadoop-1.0.2
•$ source /opt/Hadoop-1.0.2/conf/hadoop-env.sh
•$ hadoop namenode -format

执行上面的语句会报空指针错误,因为默认 hadoop.tmp.dir= tmp/hadoop/hadoop-${user.name}
如果你要修改的话可以
•/opt/hadoop-1.0.2/conf$ sudo gedit core-site.xml


<!-- In: conf/core-site.xml -->
<property>
  <name>hadoop.tmp.dir</name>
  <value>/tmp/hadoop/hadoop-${user.name}</value>
  <description>A base for other temporary directories.</description>
</property>

给此路径路径设定权限
$ sudo mkdir -p /tmp/hadoop/hadoop-hduser
$ sudo chown hduser:hadoop /tmp/hadoop/hadoop-hduser
# ...and if you want to tighten up security, chmod from 755 to 750...
$ sudo chmod 750 /tmp/hadoop/hadoop-hduser


在执行的格式化就会看到
执行画面如:
[: 107: namenode: unexpected operator
12/05/07 20:47:40 INFO namenode.NameNode: STARTUP_MSG:
/************************************************************
STARTUP_MSG: Starting NameNode
STARTUP_MSG:   host = seven7-laptop/127.0.1.1
STARTUP_MSG:   args = [-format]
STARTUP_MSG:   version = 1.0.2
STARTUP_MSG:   build = https://svn.apache.org/repos/asf/hadoop/common/branches/branch-1.0.2 -r 1304954; compiled by 'hortonfo' on Sat Mar 24 23:58:21 UTC 2012
************************************************************/
12/05/07 20:47:41 INFO util.GSet: VM type       = 32-bit
12/05/07 20:47:41 INFO util.GSet: 2% max memory = 17.77875 MB
12/05/07 20:47:41 INFO util.GSet: capacity      = 2^22 = 4194304 entries
12/05/07 20:47:41 INFO util.GSet: recommended=4194304, actual=4194304
12/05/07 20:47:41 INFO namenode.FSNamesystem: fsOwner=hduser
12/05/07 20:47:41 INFO namenode.FSNamesystem: supergroup=supergroup
12/05/07 20:47:41 INFO namenode.FSNamesystem: isPermissionEnabled=true
12/05/07 20:47:41 INFO namenode.FSNamesystem: dfs.block.invalidate.limit=100
12/05/07 20:47:41 INFO namenode.FSNamesystem: isAccessTokenEnabled=false accessKeyUpdateInterval=0 min(s), accessTokenLifetime=0 min(s)
12/05/07 20:47:41 INFO namenode.NameNode: Caching file names occuring more than 10 times
12/05/07 20:47:42 INFO common.Storage: Image file of size 112 saved in 0 seconds.
12/05/07 20:47:42 INFO common.Storage: Storage directory /tmp/hadoop/hadoop-hduser/dfs/name has been successfully formatted.
12/05/07 20:47:42 INFO namenode.NameNode: SHUTDOWN_MSG:
/************************************************************
SHUTDOWN_MSG: Shutting down NameNode at seven7-laptop/127.0.1.1
************************************************************/


step 7. 启动Hadoop

•接着用 start-all.sh 来启动所有服务,包含 namenode, datanode,
$HADOOP_HOME/bin/start-all.sh
•opt/hadoop-1.0.2/bin$ sh ./start-all.sh

执行画面如:
•starting namenode, logging to /opt/hadoop-1.0.2/logs/hadoop-hduser-namenode-seven7-laptop.out
localhost:
localhost: starting datanode, logging to /opt/hadoop-1.0.2/logs/hadoop-hduser-datanode-seven7-laptop.out
localhost:
localhost: starting secondarynamenode, logging to /opt/hadoop-1.0.2/logs/hadoop-hduser-secondarynamenode-seven7-laptop.out
starting jobtracker, logging to /opt/hadoop-1.0.2/logs/hadoop-hduser-jobtracker-seven7-laptop.out
localhost:
localhost: starting tasktracker, logging to /opt/hadoop-1.0.2/logs/hadoop-hduser-tasktracker-seven7-laptop.out

step 8. 安装完毕测试

•启动之后,可以检查以下网址,来观看服务是否正常。 Hadoop 管理接口 Hadoop Task Tracker 状态 Hadoop DFS 状态
•http://localhost:50030/ - Hadoop 管理接口
至此
Hadoop单节点安装完成,下面将在次单节点集群上进行作业
未完待续ing

猜你喜欢

转载自493663402-qq-com.iteye.com/blog/1515275