06.Hadoop:YARN环境搭建

本节主要内容:

YARN环境搭建

1.系统环境:

OS:CentOS Linux release 7.5.1804 (Core)

CPU:2核心

Memory:1GB

运行用户:root

JDK版本:1.8.0_252

Hadoop版本:cdh5.16.2

2.集群各节点角色规划为:

172.26.37.245 node1.hadoop.com---->namenode,zookeeper,journalnode,hadoop-hdfs-zkfc,resourcenode,historyserver

172.26.37.246 node2.hadoop.com---->datanode,zookeeper,journalnode,nodemanager,hadoop-client,mapreduce

172.26.37.247  node3.hadoop.com---->datanode,nodemanager,hadoop-client,mapreduce

172.26.37.248  node4.hadoop.com---->namenode,zookeeper,journalnode,hadoop-hdfs-zkfc

3.环境说明:

本次追加部署

172.26.37.245 node1.hadoop.com---->resourcenode,historyserver

172.26.37.246 node2.hadoop.com---->nodemanager,hadoop-client,mapreduce

172.26.37.246 node2.hadoop.com---->nodemanager,hadoop-client,mapreduce

node1节点:负责任务调度,资源管理,和任务记录,部署resourcenode,historyserver

node2、node3节点:负责运行任务,部署nodemanager,hadoop-client,mapreduce

一.安装

node1节点

        # yum -y install hadoop-yarn-resourcemanager hadoop-mapreduce-historyserver

node2、node3节点

        # yum -y install hadoop-yarn-nodemanager hadoop-mapreduce hadoop-client

二.配置

1./etc/hadoop/conf/core-site.xml变更(node1、node2、node3节点)

        # cp -p /etc/hadoop/conf/core-site.xml /etc/hadoop/conf/core-site.xml.20200623

        # vi /etc/hadoop/conf/core-site.xml

        添加如下

 

    hadoop.proxyuser.mapred.groups

    *

 

   

 

    hadoop.proxyuser.mapred.hosts

    *

 

   

2.配置YARN集群的属性及配置JobHistory服务器(node1节点)

        # cp -p /etc/hadoop/conf/mapred-site.xml /etc/hadoop/conf/mapred-site.xml.20200623

        # vi /etc/hadoop/conf/mapred-site.xml

   

      mapreduce.framework.name 

      yarn 

 

   

 

       mapreduce.jobhistory.address

       node1.hadoop.com:10020

 

 

 

       mapreduce.jobhistory.webapp.address

       node1.hadoop.com:19888

 

 

 

    yarn.app.mapreduce.am.staging-dir

    /user

 

 

3.配置YARN守护进程(node1、node2、node3节点)

配置以下服务:ResourceManager(在专用主机上)和NodeManager(在计划运行MapReduce v2作业的每台主机上)。

        # cp /etc/hadoop/conf/yarn-site.xml  /etc/hadoop/conf/yarn-site.xml.20200623

        # vi /etc/hadoop/conf/yarn-site.xml

        变更后为以下内容

 

    yarn.nodemanager.aux-services

    mapreduce_shuffle

 

 

 

    yarn.nodemanager.aux-services.mapreduce_shuffle.class

    org.apache.hadoop.mapred.ShuffleHandler

 

 

    yarn.log-aggregation-enable

    true

 

 

    List of directories to store localized files in.

    yarn.nodemanager.local-dirs

    file:///var/lib/hadoop-yarn/cache/${user.name}/nm-local-dir

 

 

 

    Where to store container logs.

    yarn.nodemanager.log-dirs

    file:///var/log/hadoop-yarn/containers

 

 

 

    Where to aggregate logs to.

    yarn.nodemanager.remote-app-log-dir

    hdfs://cluster1/var/log/hadoop-yarn/apps

 

 

 

 

    Classpath for typical applications.

    yarn.application.classpath

   

        $HADOOP_CONF_DIR,

        $HADOOP_COMMON_HOME/*,$HADOOP_COMMON_HOME/lib/*,

        $HADOOP_HDFS_HOME/*,$HADOOP_HDFS_HOME/lib/*,

        $HADOOP_MAPRED_HOME/*,$HADOOP_MAPRED_HOME/lib/*,

        $HADOOP_YARN_HOME/*,$HADOOP_YARN_HOME/lib/*

   

 

 

       

      yarn.resourcemanager.hostname     

      node1.hadoop.com     

 

 

4.建立yarn在hdfs上的日志文件夹

        # sudo -u hdfs hadoop fs -mkdir -p /var/log/hadoop-yarn

        # sudo -u hdfs hadoop fs -chown yarn:mapred /var/log/hadoop-yarn

5.创建实验环境

创建/user目录和及其history子目录;设置权限

        # sudo -u hdfs hadoop fs -mkdir /user

        # sudo -u hdfs hadoop fs -mkdir -p /user/cloudera

        # sudo -u hdfs hadoop fs -chmod -R 1777 /user/cloudera

        # sudo -u hdfs hadoop fs -chown mapred:hadoop /user/cloudera

        # sudo -u hdfs hadoop fs -mkdir -p /user/hdfs

        # sudo -u hdfs hadoop fs -chmod -R 1777 /user/hdfs

        # sudo -u hdfs hadoop fs -chown mapred:hadoop /user/hdfs

        # sudo -u hdfs hadoop fs -mkdir -p /user/history

        # sudo -u hdfs hadoop fs -chmod -R 1777 /user/history

        # sudo -u hdfs hadoop fs -chown mapred:hadoop /user/history

        # sudo -u hdfs hdfs dfs -ls /

Found 3 items

drwxrwxrwt  - hdfs supergroup          0 2020-06-25 11:47 /tmp

drwxr-xr-x  - hdfs supergroup          0 2020-06-25 11:57 /user

drwxr-xr-x  - hdfs supergroup          0 2020-06-25 11:49 /var

        # sudo -u hdfs hadoop dfs -ls /user

DEPRECATED: Use of this script to execute hdfs command is deprecated.

Instead use the hdfs command for it.

Found 3 items

drwxrwxrwt  - mapred hadoop          0 2020-06-25 11:57 /user/cloudera

drwxrwxrwt  - mapred hadoop          0 2020-06-25 11:56 /user/hdfs

drwxrwxrwt  - mapred hadoop          0 2020-06-25 11:59 /user/history

6.启动YARN和MapReduce JobHistory服务器

要启动YARN,必须先启动ResourceManager和NodeManager服务:

同时确保在启动NodeManager服务之前先启动ResourceManager。

在ResourceManager系统上(node1节点):

        # service hadoop-yarn-resourcemanager start

        # service hadoop-yarn-resourcemanager status

在每个NodeManager系统上(node2/3节点):

        # service hadoop-yarn-nodemanager start

        # service hadoop-yarn-nodemanager status

启动MapReduce JobHistory服务器(node1节点)

        # service hadoop-mapreduce-historyserver start

        # service hadoop-mapreduce-historyserver status

7.验证history服务

http://172.26.37.245:19888/jobhistory

你可能感兴趣的:(06.Hadoop:YARN环境搭建)