Hadoop安装(完全分布式)

有空,上一个完整过程。

software version
operating system Ubuntu 18.04.3 LTS
jdk version 1.8.0_232
hadoop version 3.1.3

一、install java

$ sudo apt-get update
$ sudo apt-get install openjdk-8-jre openjdk-8-jdk -y
$ dpkg -L openjdk-8-jdk | grep '/bin'    (or whereis)
$ vim ~/.profile
​```
export JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64
export PATH=$JAVA_HOME/bin:$PATH
export CLASSPATH=.:$JAVA_HOME/lib/dt.jar:$JAVA_HOME/lib/tools.jar
​```
$ source ~/.profile

将以上写入shell脚本(记得echo时$符号前加反斜杠 ' \ ')可能不识别source命令,则:

$ ls -l \`which sh\`  # 发现sh不对:bin/sh -> dash
$ sudo dpkg-reconfigure dash  # 选择 no
$ ls -l \`which sh\`  # 此时为 bin/sh -> bash ,即可以在shell脚本中执行source

二、install hadoop

$ sudo apt-get install ssh
$ sudo apt-get install pdsh -y
$ wget http://mirrors.tuna.tsinghua.edu.cn/apache/hadoop/common/hadoop-3.1.3/hadoop-3.1.3.tar.gz
$ tar -zxvf hadoop-3.1.3.tar.gz

三、single node配置

将java路径添加至etc/hadoop/hadoop-env.sh
将Hadoop路径添加至系统环境配置 ~/.profile

$ echo "export JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64"  >> etc/hadoop/hadoop-env.sh
$ echo "export HADOOP_HOME=/home/vickee/bigData/hadoop-3.1.3" >> ~/.profile
$ echo "export PATH=\$PATH:\$HADOOP_HOME/bin:\$HADOOP_HOME/sbin" >> ~/.profile
$ hadoop

四、fully distributed(完全分布式配置)

三台主机:

role hostname
master blockchain004
slave1 blockchain002
slave2 blockchain003

1. Install java && Hadoop for each node(同上文一、二、,不再赘述)

2. 配置主机名(on each node)

$ vim /etc/hostname
$ vim /etc/hosts    # IP and hostname of all nodes inthe expected clusetr

3. 关闭防火墙

  • on ubuntu
$ sudo ufw status
$ sudo ufw disable
  • on centos
$ sudo systemctl status firewalld
$ sudo systemctl stop firewalld

4. 时间同步

$ sudo apt-get install ntp
$ ntpdate -u ntp1.aliyun.com
$ date  # test if ok 

5. 配置ssh免密

  • on each node
$ ssh-keygen -t rsa
  • on each slave
$ scp .ssh/id_rsa.pub [email protected]:.ssh/id_rsa_002.pub
  • on master
$ cd .ssh
$ cp id_rsa.pub authorized_keys
$ cat id_rsa_002.pub >> authorized_keys # for each slave pub
$ scp authorized_keys [email protected]:.ssh # for each slave ip

6. 配置Hadoop

在master节点更改配置文件后后发送至slave节点。

  1. hadoop-env.sh
$ echo "export JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64" >> etc/hadoop/hadoop-env.sh
  1. * yarn-env.sh
$ echo "export JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64" >> etc/hadoop/yarn-env.sh
  1. core-site.xml
$ vim etc/hadoop/core-site.sh

    
        fs.defaultFS
        hdfs://blockchain-004:9000
    
    
        io.file.buffer.size
        131072
    
    
        hadoop.tmp.dir
        file:/home/vickee/bigData/temp
    

  1. hdfs-site.xml
$ vim etc/hadoop/hdfs-site.sh

    
        dfs.namenode.secondary.http-address
        blockchain-004:9001
    
    
        dfs.namenode.name.dir
        file:/home/vickee/bigData/dfs/name
    
    
        dfs.datanode.data.dir
        file:/home/vickee/bigData/dfs/data
    
    
        dfs.replication
        2
    
    
        dfs.webhdfs.enabled
        true
    
    
        dfs.permissions
        false
    
    
        dfs.web.ugi
        supergroup
    

  1. mapred-site.xml
$ vim etc/hadoop/mapred-site.sh

    
        mapreduce.framework.name
        yarn
    
    
        mapreduce.jobhistory.address
        blockchain-004:10020
    
    
        mapreduce.jobhistory.webapp.address
        blockchain-004:19888
    
    
        yarn.app.mapreduce.am.env
        HADOOP_MAPRED_HOME=/home/vickee/bigData/hadoop-3.1.3
    
    
        mapreduce.map.env
        HADOOP_MAPRED_HOME=/home/vickee/bigData/hadoop-3.1.3
    
    
        mapreduce.reduce.env
        HADOOP_MAPRED_HOME=/home/vickee/bigData/hadoop-3.1.3
   

note: 我初始配置时没有添加最后三个属性,导致运行基准测试工具TestDFSIO时出现错误:

Container exited with a non-zero exit code 1. Error file: prelaunch.err.
Last 4096 bytes of prelaunch.err :
Last 4096 bytes of stderr :
Error: Could not find or load main class org.apache.hadoop.mapreduce.v2.app.MRAppMaster

Please check whether your etc/hadoop/mapred-site.xml contains the below configuration:
......
  1. yarn-site.xml
$ vim etc/hadoop/yarn-site.sh

    
        yarn.nodemanager.aux-services
        mapreduce_shuffle
    
    
        yarn.nodemanager.aux-services.mapreduce.shuffle.class
        org.apache.hadoop.mapred.ShuffleHandler
    
    
        yarn.resourcemanager.address
        blockchain-004:8032
    
    
        yarn.resourcemanager.scheduler.address
        blockchain-004:8030
    
    
        yarn.resourcemanager.resource-tracker.address
        blockchain-004:8031
    
    
        yarn.resourcemanager.admin.address
        blockchain-004:8033
    
    
        yarn.resourcemanager.webapp.address
        blockchain-004:8088
    

  1. worker
$ vim etc/hadoop/workers
blockchain-002
blockchain-003
  1. 发送配置文件夹到salves上
$ scp -r etc/hadoop/ [email protected]:/home/vickee/bigData/hadoop-3.1.3/etc/
  1. 格式化主节点hadoop
$ hadoop namenode -format

提示:successfully formatted

  1. 启动
$ ./sbin/start-all.sh

可通过jps命令在各节点中查看Hadoop的相关进程

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