centos 7下Hadoop 2.7.2 伪分布式安装

    xiaoxiao2025-11-07  15

    centos 7 下Hadoop 2.7.2 伪分布式安装,安装jdk,免密匙登录,配置mapreduce,配置YARN。详细步骤如下:

    1.0 安装JDK

    1.1 查看是否安装了openjdk

    [lei@bogon ~]$ java -version openjdk version "1.8.0_65" OpenJDK Runtime Environment (build 1.8.0_65-b17) OpenJDK 64-Bit Server VM (build 25.65-b01, mixed mode)

    1.2 查看openjdk源

    [lei@bogon ~]$ rpm -qa | grep java java-1.7.0-openjdk-1.7.0.91-2.6.2.3.el7.x86_64 tzdata-java-2015g-1.el7.noarch python-javapackages-3.4.1-11.el7.noarch javapackages-tools-3.4.1-11.el7.noarch java-1.8.0-openjdk-headless-1.8.0.65-3.b17.el7.x86_64 java-1.8.0-openjdk-1.8.0.65-3.b17.el7.x86_64 java-1.7.0-openjdk-headless-1.7.0.91-2.6.2.3.el7.x86_64

    1.3 需root登录

    [lei@bogon ~]$ rpm -e --nodeps tzdata-java-2015g-1.el7.noarch 错误:can't create 事务 lock on /var/lib/rpm/.rpm.lock (权限不够) [lei@bogon ~]$ su 密码:

    1.4 依次删除OPENJDK

    [root@bogon lei]# rpm -e --nodeps java-1.7.0-openjdk-1.7.0.91-2.6.2.3.el7.x86_64 [root@bogon lei]# rpm -e --nodeps tzdata-java-2015g-1.el7.noarch [root@bogon lei]# rpm -e --nodeps java-1.8.0-openjdk-headless-1.8.0.65-3.b17.el7.x86_64 [root@bogon lei]# rpm -e --nodeps java-1.8.0-openjdk-1.8.0.65-3.b17.el7.x86_64 [root@bogon lei]# rpm -e --nodeps java-1.7.0-openjdk-headless-1.7.0.91-2.6.2.3.el7.x86_64

    1.5 将下载JDK后缀为.tar.gz解压缩至/opt路径下

    [root@bogon lei]# tar -zxf/home/lei/桌面/jdk-8u77-linux-x64.tar.gz -C /opt

    1.6 配置JDK环境变量

    [root@bogon lei]# vim /etc/profile.d/java.sh

    输入以下内容

    JAVA_HOME=/opt/jdk1.8.0_77 JRE_HOME=/opt/jdk1.8.0_77/jre CLASSPATH=.:$JAVA_HOME/lib/dt.jar:$JAVA_HOME/lib/tools.jar:$JRE_HOME/lib:$CLASSPATH PATH=$JAVA_HOME/bin:$PATH

    1. 8使变量生效

    source /etc/profile.d/java.sh

    2.0 ssh 免密匙登录

    是否可以免密匙登录

    [root@bogon lei]# ssh localhost The authenticity of host 'localhost (::1)' can't be established. ECDSA key fingerprint is 7b:10:e3:b5:ea:7d:29:be:77:83:1c:c0:1d:85:de:ba. Are you sure you want to continue connecting (yes/no)? yes Warning: Permanently added 'localhost' (ECDSA) to the list of known hosts. [root@localhost's password: Last login: Sat Apr 2 22:32:44 2016

    配置免密匙登录

    [root@bogon ~]# ssh-keygen -t dsa -P '' -f ~/.ssh/id_dsa Generating public/private dsa key pair. Your identification has been saved in /root/.ssh/id_dsa. Your public key has been saved in /root/.ssh/id_dsa.pub. The key fingerprint is: e0:ba:3c:c5:73:dd:f0:39:51:ad:87:4b:dc:32:46:83 root@bogon The key's randomart image is: +--[ DSA 1024]----+ | . . | | E + .| | . + = | | . . . . O o| | .. S. + = = | | .+ . . = . | | .. o . | | ... | | o. | +-----------------+ [root@bogon ~]# cat ~/.ssh/id_dsa.pub >> ~/.ssh/authorized_keys [root@bogon ~]# chmod 0600 ~/.ssh/authorized_keys

    再次登录,即可免密匙

    [root@bogon ~]# ssh localhost Last login: Sat Apr 2 22:51:41 2016 from localhost

    3.0 安装Hadoop

    3.0.1解压Hadoop至/opt路径下

    tar -zxf /home/lei/桌面/hadoop-2.7.2.tar.gz -C /opt

    3.0.2配置Hadoop环境变量

    vim /etc/profile.d/hadoop.sh

    输入以下内容

    export HADOOP_HOME=/opt/hadoop-2.7.2 export HADOOP_PREFIX=/opt/hadoop-2.7.2

    使变量生效

    source /etc/profile.d/hadoop.sh

    3.0.3进入已经解压的Hadoop路径下

    [root@bogon ~]# cd /opt/hadoop-2.7.2

    3.0.4 修改hadoop-env.sh 增加JAVA_HOME路径

    [root@bogon hadoop-2.7.2]# vim etc/hadoop/hadoop-env.sh

    增加如下代码

    export JAVA_HOME=/opt/

    3.0.5 运行命令可看到Hadoop支持的命令

    [root@bogon hadoop-2.7.2]# bin/hadoop

    3.1 配置Mapreduce

    3.1.1 编辑core-site.xml

    [root@bogon hadoop-2.7.2]# vim etc/hadoop/core-site.xml <configuration> <property> <name>fs.defaultFS</name> <value>hdfs://localhost:9000</value> </property> </configuration>

    3.1.2 编辑hdfs-site.xml

    [root@bogon hadoop-2.7.2]# vim etc/hadoop/hdfs-site.xml <configuration> <property> <name>dfs.replication</name> <value>1</value> </property> </configuration>

    3.1.3 格式化

    [root@bogon hadoop-2.7.2]# bin/hdfs namenode -format 省略N行 16/04/02 22:54:15 INFO common.Storage: Storage directory /tmp/hadoop-root/dfs/name has been successfully formatted. /************************************************************ SHUTDOWN_MSG: Shutting down NameNode at bogon/221.192.153.42 ************************************************************/

    3.1.4 开启mapreduce

    [root@bogon hadoop-2.7.2]# sbin/start-dfs.sh

    3.1.5 访问http://localhost:50070/

    如图

    3.1.6 运行mapreduce案例

    [root@bogon hadoop-2.7.2]# bin/hdfs dfs -mkdir /user [root@bogon hadoop-2.7.2]# bin/hdfs dfs -mkdir /user/lei ### 如果出现没有input错误 [root@bogon hadoop-2.7.2]# bin/hdfs dfs -put etc/hadoop input put: `input': No such file or directory ### 手动创建 [root@bogon hadoop-2.7.2]# bin/hadoop fs -mkdir -p input [root@bogon hadoop-2.7.2]# bin/hdfs dfs -put etc/hadoop input [root@bogon hadoop-2.7.2]# bin/hadoop jar share/hadoop/mapreduce/hadoop-mapreduce-examples-2.7.2.jar grep input output 'dfs[a-z.]+'

    3.1.7 查看文件

    [root@bogon hadoop-2.7.2]# bin/hadoop dfs -ls DEPRECATED: Use of this script to execute hdfs command is deprecated. Instead use the hdfs command for it. Found 2 items drwxr-xr-x - root supergroup 0 2016-04-02 23:39 input drwxr-xr-x - root supergroup 0 2016-04-02 23:43 output

    3.1.8 停止mapreduce

    [root@bogon hadoop-2.7.2]#sbin/start-dfs.sh

    mapreduce配置完成

    3.2 YARN配置

    3.2.1 配置mapred-site.xml

    [root@bogon hadoop-2.7.2]# mv etc/hadoop/mapred-site.xml.template etc/hadoop/mapred-site.xml [root@bogon hadoop-2.7.2]# vim etc/hadoop/mapred-site.xml <configuration> <property> <name>mapreduce.framework.name</name> <value>yarn</value> </property> </configuration>

    3.2.2配置yarn-site.xml

    [root@bogon hadoop-2.7.2]# vim etc/hadoop/yarn-site.xml <configuration> <property> <name>yarn.nodemanager.aux-services</name> <value>mapreduce_shuffle</value> </property> </configuration> [root@bogon hadoop-2.7.2]# sbin/start-yarn.sh

    3.2.3 稍等片刻启动完毕后 打开http://localhost:8088/

    如图

    Hadoop伪分布式安装完成

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