跨账号同区域云服务器搭建hadoop集群

虚拟机下需要

1.关闭防火墙、2.关闭selinux

systemctl status fifirewalld

vi /etc/selinux/config

3.创建目录

mkdir -p /opt/lagou/software

mkdir -p /opt/lagou/servers

4.下载jdk

cd /opt/lagou/software

wget https://download.java.net/openjdk/jdk8u41/ri/openjdk-8u41-b04-linux-x64-14_jan_2020.tar.gz

//wget https://archive.apache.org/dist/spark/spark-2.4.5/spark-2.4.5-bin-without-hadoop-scala-2.12.tgz

5.解压并移动

tar -zxvf openjdk-8u41-b04-linux-x64-14_jan_2020.tar.gz

mv java-se-8u41-ri/ ../servers/jdk1.8.0_231

6.配置环境变量

vim /etc/profile

JAVA_HOME export JAVA_HOME=/opt/lagou/servers/jdk1.8.0_231 export PATH=:PATH:JAVA_HOME/bin

source /etc/profile

7.验证jdk安装

java -version

8.安装rz sudo yum install lrzsz -y

9.上传hadoop安装包

wget https://mirrors.tuna.tsinghua.edu.cn/apache/hadoop/common/hadoop-2.9.2/hadoop-2.9.2.tar.gz

tar -zxvf hadoop-2.9.2.tar.gz -C ../servers/

vim /etc/profile

HADOOP_HOME export HADOOP_HOME=/opt/lagou/servers/hadoop-2.9.2 export PATH=:PATH:HADOOP_HOME/bin export PATH=:PATH:HADOOP_HOME/sbin

source /etc/profile

10.添加java

echo "export JAVA_HOME=/opt/lagou/servers/jdk1.8.0_231" >> /opt/lagou/servers/hadoop-2.9.2/etc/hadoop/yarn-env.sh

echo "export JAVA_HOME=/opt/lagou/servers/jdk1.8.0_231" >> /opt/lagou/servers/hadoop-2.9.2/etc/hadoop/hadoop-env.sh

11.修改主机名称

编辑/etc/cloud/cloud.cfg文件，将preserve_hostname配置项的值由false修改为true，保存并退出

在实例中修改

hostnamectl set-hostname *****

12.生成公钥

cd ~

ssh-keygen -t rsa -P ""

cat id_rsa.pub >> authorized_keys

scp authorized_keys master:/root/.ssh/tmp

cat tmp >> authorized_keys

13.mkdir -p /var/lib/hadoop-hdfs

14.配置core-site.xml

<pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="xml" cid="n45" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: var(--monospace); font-size: 0.9em; display: block; break-inside: avoid; text-align: left; white-space: normal; background-image: inherit; background-position: inherit; background-size: inherit; background-repeat: inherit; background-attachment: inherit; background-origin: inherit; background-clip: inherit; background-color: rgb(248, 248, 248); position: relative !important; border: 1px solid rgb(231, 234, 237); border-radius: 3px; padding: 8px 4px 6px; margin-bottom: 15px; margin-top: 15px; width: inherit; color: rgb(51, 51, 51); font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;">​
<configuration>

<property>
<name>fs.defaultFS</name>
<value>hdfs://master:9000</value>
</property>
​

<property>
<name>hadoop.tmp.dir</name>
<value>/opt/lagou/servers/hadoop-2.9.2/data/tmp</value>
</property>
​


<property>
<name>hadoop.proxyuser.root.hosts</name>
<value></value>
</property>
<property>
<name>hadoop.proxyuser.root.groups</name>
<value></value>
</property>
<property>
<name>hadoop.proxyuser.hadoop.hosts</name>
<value></value>
</property>
<property>
<name>hadoop.proxyuser.hadoop.groups</name>
<value></value>
</property>
</configuration></pre>

15.mapred-site.xml

<pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="xml" cid="n48" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: var(--monospace); font-size: 0.9em; display: block; break-inside: avoid; text-align: left; white-space: normal; background-image: inherit; background-position: inherit; background-size: inherit; background-repeat: inherit; background-attachment: inherit; background-origin: inherit; background-clip: inherit; background-color: rgb(248, 248, 248); position: relative !important; border: 1px solid rgb(231, 234, 237); border-radius: 3px; padding: 8px 4px 6px; margin-bottom: 15px; margin-top: 15px; width: inherit; color: rgb(51, 51, 51); font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;"><configuration>

<property>
<name>mapreduce.framework.name</name>
<value>yarn</value>
</property>
<property>
<name>mapreduce.jobhistory.address</name>
<value>master:10020</value>
</property>
<property>
<name>mapreduce.jobhistory.webapp.address</name>
<value>master:19888</value>
</property>
</configuration></pre>

16.yarn-site.xml

<pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="xml" cid="n50" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: var(--monospace); font-size: 0.9em; display: block; break-inside: avoid; text-align: left; white-space: normal; background-image: inherit; background-position: inherit; background-size: inherit; background-repeat: inherit; background-attachment: inherit; background-origin: inherit; background-clip: inherit; background-color: rgb(248, 248, 248); position: relative !important; border: 1px solid rgb(231, 234, 237); border-radius: 3px; padding: 8px 4px 6px; margin-bottom: 15px; margin-top: 15px; width: inherit; color: rgb(51, 51, 51); font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;"> <configuration>
​


<property>
<name>yarn.resourcemanager.hostname</name>
<value>slave1</value>
</property>

<property>
<name>yarn.nodemanager.aux-services</name>
<value>mapreduce_shuffle</value>
</property>
<property>
<name>yarn.log-aggregation-enable</name>
<value>true</value>
</property>
<property>
<name>yarn.log-aggregation.retain-seconds</name>
<value>slave1</value>
</property>
​
</configuration>
​</pre>

chown -R root:root /opt/lagou/servers/hadoop-2.9.2

17.hdfs配置

18.slave文件配置

19.创建hdfs文件夹

<pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="shell" cid="n55" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: var(--monospace); font-size: 0.9em; display: block; break-inside: avoid; text-align: left; white-space: normal; background-image: inherit; background-position: inherit; background-size: inherit; background-repeat: inherit; background-attachment: inherit; background-origin: inherit; background-clip: inherit; background-color: rgb(248, 248, 248); position: relative !important; border: 1px solid rgb(231, 234, 237); border-radius: 3px; padding: 8px 4px 6px; margin-bottom: 15px; margin-top: 15px; width: inherit; color: rgb(51, 51, 51); font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;">scp core-site.xml slave1:/opt/lagou/servers/hadoop-2.9.2/etc/hadoop/
scp hdfs-site.xml slave1:/opt/lagou/servers/hadoop-2.9.2/etc/hadoop/
scp yarn-site.xml slave1:/opt/lagou/servers/hadoop-2.9.2/etc/hadoop/
scp mapred-site.xml slave1:/opt/lagou/servers/hadoop-2.9.2/etc/hadoop/
scp slaves slave1:/opt/lagou/servers/hadoop-2.9.2/etc/hadoop/</pre>

20.spark安装

<pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="shell" cid="n58" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: var(--monospace); font-size: 0.9em; display: block; break-inside: avoid; text-align: left; white-space: normal; background-image: inherit; background-position: inherit; background-size: inherit; background-repeat: inherit; background-attachment: inherit; background-origin: inherit; background-clip: inherit; background-color: rgb(248, 248, 248); position: relative !important; border: 1px solid rgb(231, 234, 237); border-radius: 3px; padding: 8px 4px 6px; margin-bottom: 15px; margin-top: 15px; width: inherit; color: rgb(51, 51, 51); font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;">cd /opt/lagou/software/
tar zxvf spark-2.4.5-bin-without-hadoop-scala-2.12.tgz
mv spark-2.4.5-bin-without-hadoop-scala-2.12/ ../servers/spark-2.4.5/</pre>

21.cd $SPARK_HOME/conf slaves、spark-defaults.conf、spark-env.sh、log4j.properties

1）修改slaves

<pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="" cid="n61" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: var(--monospace); font-size: 0.9em; display: block; break-inside: avoid; text-align: left; white-space: normal; background-image: inherit; background-position: inherit; background-size: inherit; background-repeat: inherit; background-attachment: inherit; background-origin: inherit; background-clip: inherit; background-color: rgb(248, 248, 248); position: relative !important; border: 1px solid rgb(231, 234, 237); border-radius: 3px; padding: 8px 4px 6px; margin-bottom: 15px; margin-top: 15px; width: inherit; color: rgb(51, 51, 51); font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;">master
slave1
slave2
slave3</pre>

2)修改spark-defaults.conf

<pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="conf" cid="n63" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: var(--monospace); font-size: 0.9em; display: block; break-inside: avoid; text-align: left; white-space: normal; background-image: inherit; background-position: inherit; background-size: inherit; background-repeat: inherit; background-attachment: inherit; background-origin: inherit; background-clip: inherit; background-color: rgb(248, 248, 248); position: relative !important; border: 1px solid rgb(231, 234, 237); border-radius: 3px; padding: 8px 4px 6px; margin-bottom: 15px; margin-top: 15px; width: inherit; color: rgb(51, 51, 51); font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;">spark.master spark://master:7077
spark.eventLog.enabled true
spark.eventLog.dir hdfs://master:9000/spark-eventlog
spark.serializer org.apache.spark.serializer.KryoSerializer
spark.driver.memory 512m</pre>

3）spark-env.sh

<pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="shell" cid="n65" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: var(--monospace); font-size: 0.9em; display: block; break-inside: avoid; text-align: left; white-space: normal; background-image: inherit; background-position: inherit; background-size: inherit; background-repeat: inherit; background-attachment: inherit; background-origin: inherit; background-clip: inherit; background-color: rgb(248, 248, 248); position: relative !important; border: 1px solid rgb(231, 234, 237); border-radius: 3px; padding: 8px 4px 6px; margin-bottom: 15px; margin-top: 15px; width: inherit; color: rgb(51, 51, 51); font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;">export JAVA_HOME=/opt/lagou/servers/jdk1.8.0_231
export HADOOP_HOME=/opt/lagou/servers/hadoop-2.9.2
export HADOOP_CONF_DIR=/opt/lagou/servers/hadoop-2.9.2/etc/hadoop
export SPARK_DIST_CLASSPATH=$(/opt/lagou/servers/hadoop-2.9.2/bin/hadoop classpath)
export SPARK_MASTER_HOST=master
export SPARK_MASTER_PORT=7077</pre>

4）log4j.properties

cp log4j.properties.template log4j.properties

<pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="" cid="n68" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: var(--monospace); font-size: 0.9em; display: block; break-inside: avoid; text-align: left; white-space: normal; background-image: inherit; background-position: inherit; background-size: inherit; background-repeat: inherit; background-attachment: inherit; background-origin: inherit; background-clip: inherit; background-color: rgb(248, 248, 248); position: relative !important; border: 1px solid rgb(231, 234, 237); border-radius: 3px; padding: 8px 4px 6px; margin-bottom: 15px; margin-top: 15px; width: inherit; color: rgb(51, 51, 51); font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;">scp slaves slave2:/opt/lagou/servers/spark-2.4.5/conf/
scp spark-defaults.conf slave2:/opt/lagou/servers/spark-2.4.5/conf/
scp spark-env.sh slave2:/opt/lagou/servers/spark-2.4.5/conf
scp log4j.properties slave2:/opt/lagou/servers/spark-2.4.5/conf/</pre>

<pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="" cid="n70" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: var(--monospace); font-size: 0.9em; display: block; break-inside: avoid; text-align: left; white-space: normal; background-image: inherit; background-position: inherit; background-size: inherit; background-repeat: inherit; background-attachment: inherit; background-origin: inherit; background-clip: inherit; background-color: rgb(248, 248, 248); position: relative !important; border: 1px solid rgb(231, 234, 237); border-radius: 3px; padding: 8px 4px 6px; margin-bottom: 15px; margin-top: 15px; width: inherit; color: rgb(51, 51, 51); font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;">scp slaves slave3:/opt/lagou/servers/spark-2.4.5/conf/
scp spark-defaults.conf slave3:/opt/lagou/servers/spark-2.4.5/conf/
scp spark-env.sh slave3:/opt/lagou/servers/spark-2.4.5/conf
scp log4j.properties slave3:/opt/lagou/servers/spark-2.4.5/conf/</pre>

22.mysql安装

<pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="" cid="n79" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: var(--monospace); font-size: 0.9em; display: block; break-inside: avoid; text-align: left; white-space: normal; background-image: inherit; background-position: inherit; background-size: inherit; background-repeat: inherit; background-attachment: inherit; background-origin: inherit; background-clip: inherit; background-color: rgb(248, 248, 248); position: relative !important; border: 1px solid rgb(231, 234, 237); border-radius: 3px; padding: 8px 4px 6px; margin-bottom: 15px; margin-top: 15px; width: inherit; color: rgb(51, 51, 51); font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;"># 查询是否安装了
mariadb rpm -aq | grep mariadb

删除mariadb。-e 删除指定的套件；--nodeps 不验证套件的相互关联性

rpm -e --nodeps mariadb-libs</pre>

安装依赖

<pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="" cid="n81" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: var(--monospace); font-size: 0.9em; display: block; break-inside: avoid; text-align: left; white-space: normal; background-image: inherit; background-position: inherit; background-size: inherit; background-repeat: inherit; background-attachment: inherit; background-origin: inherit; background-clip: inherit; background-color: rgb(248, 248, 248); position: relative !important; border: 1px solid rgb(231, 234, 237); border-radius: 3px; padding: 8px 4px 6px; margin-bottom: 15px; margin-top: 15px; width: inherit; color: rgb(51, 51, 51); font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;">yum install perl -y
yum install net-tools -y
yum install libaio</pre>

<pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="" cid="n82" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: var(--monospace); font-size: 0.9em; display: block; break-inside: avoid; text-align: left; white-space: normal; background-image: inherit; background-position: inherit; background-size: inherit; background-repeat: inherit; background-attachment: inherit; background-origin: inherit; background-clip: inherit; background-color: rgb(248, 248, 248); position: relative !important; border: 1px solid rgb(231, 234, 237); border-radius: 3px; padding: 8px 4px 6px; margin-bottom: 15px; margin-top: 15px; width: inherit; color: rgb(51, 51, 51); font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px; -webkit-text-stroke-width: 0px; text-decoration-style: initial; text-decoration-color: initial;"># 接压缩
tar xvf mysql-5.7.26-1.el7.x86_64.rpm-bundle.tar

依次运行以下命令

rpm -ivh mysql-community-common-5.7.26-1.el7.x86_64.rpm
rpm -ivh mysql-community-libs-5.7.26-1.el7.x86_64.rpm
rpm -ivh mysql-community-client-5.7.26-1.el7.x86_64.rpm
rpm -ivh mysql-community-server-5.7.26-1.el7.x86_64.rpm</pre>

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