Hadoop集群搭建与MySQL搭建和Hive安装
2018-03-14 11:34
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1.集群规划
2.各主机基础软件安装及操作 由于使用的是最小化安装,因此这里需要安装不少软件才能进行后续操作
2.1 openssh安装,便于远程上传文件
[root@master ~]# yum -y install openssh-clients
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<!--在<configuration></configuration>中间添加一下内容--><property> <name>fs.defaultFS</name><!--定义Hadoop Master的URI和端口--> <value>hdfs://master:9000</value></property><property> <name>hadoop.tmp.dir</name><!--hadoop的临时存储目录--> <value>file:/opt/SoftWare/Hadoop/hadoop-2.7.5/tmp</value></property><property> <name>io.file.buffer.size</name><!--用作序列化文件处理时读写buffer的大小--> <value>131702</value></property>
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6. MySQL数据库的安装 6.1 下载YUM源rpm安装包 下载地址:https://dev.mysql.com/downloads/repo/yum/ 选择 mysql57-community-release-el7-11.noarch.rpm下载#下载mysql源[root@master ~]# wget http://dev.mysql.com/get/mysql57-community-release-el7-11.noarch.rpm#安装mysql源[root@master ~]# yum localinstall mysql57-community-release-el7-11.noarch.rpm#检测源是否安装成功,显示以下信息表示源安装成功[root@master ~]# yum repolist enabled | grep "mysql.*-community.*"mysql-connectors-community/x86_64 MySQL Connectors Community 45mysql-tools-community/x86_64 MySQL Tools Community 57mysql57-community/x86_64 MySQL 5.7 Community Server 247
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#进入mysql[root@master ~]# mysql -uroot -p123456#修改root的远程访问权限#root代表用户名 , %代表任何主机都可以访问 , 123456为root访问的密码mysql> GRANT ALL PRIVILEGES ON *.* TO 'root'@'%' IDENTIFIED BY '123456' WITH GRANT OPTION;#flush privileges刷新MySQL的系统权限,使其即时生效,否则就重启服务器mysql> FLUSH PRIVILEGES;#退出mysql> exit;
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#创建Hive目录[root@master ~]# mkdir /opt/SoftWare/Hive#进入到Hive目录[root@master ~]# cd /opt/SoftWare/Hive#通过xshell工具上传至master主机[root@master Hive]# rz#解压[root@master Hive]# tar -zxvf apache-hive-2.3.2-bin.tar.gz#修改文件夹的名字[root@master Hive]# mv apache-hive-2.3.2-bin hive-2.3.2
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集群节点分配 | |
主机名 | 主机IP |
master | 192.168.100.100 |
slave1 | 192.168.100.101 |
slave2 | 192.168.100.102 |
slave3 | 192.168.100.103 |
软件版本 | |
软件名称 | 版本号 |
Java | 1.8.0_152 |
CentOS | CentOS-7-x64-1708 |
Hadoop | 2.7.5 |
MySQ 4000 L | 5.7.20 |
Hive | 2.3.2 |
各软件安装路径 | |
Hadoop | /opt/SoftWare/Hadoop/ |
Java | /opt/SoftWare/Java/ |
Hive | /opt/SoftWare/Hive |
MySQL | /opt/SoftWare/MySQL |
2.1 openssh安装,便于远程上传文件
[root@master ~]# yum -y install openssh-clients
[root@master ~]# yum -y install openssh-clients2.2 同步时间工具#安装ntpdate工具[root@master ~]# yum -y install ntp ntpdate#设置与网络时间同步[root@master ~]# ntpdate cn.pool.ntp.org#系统时间写入硬件时间[root@master ~]# hwclock --systohc
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#安装ntpdate工具2
[root@master ~]# yum -y install ntp ntpdate3
#设置与网络时间同步4
[root@master ~]# ntpdate cn.pool.ntp.org5
#系统时间写入硬件时间6
[root@master ~]# hwclock --systohc2.3 文件上传(rz)下载(sz)工具 可以在Xshell工具中通过rz调出上传文件的窗口进行文件上传,也可以通过sz 文件名下载某一个文件[root@master ~]# yum -y install lrzsz
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[root@master ~]# yum -y install lrzsz2.4 安装网络下载工具 wget[root@test ~]# yum -y install wget
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[root@test ~]# yum -y install wget2.4 关闭防火墙#查看防火墙开启状态[root@test ~]# systemctl status firewalld#关闭防火墙[root@test ~]# systemctl stop firewalld#禁止开机启动防火墙[root@test ~]# systemctl disable firewalld#开启防火墙[root@test ~]# systemctl start firewalld#设置开机启动防火墙[root@test ~]# systemctl enable firewalld#重启防火墙[root@test ~]# systemctl restart firewalld
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#查看防火墙开启状态2
[root@test ~]# systemctl status firewalld3
#关闭防火墙4
[root@test ~]# systemctl stop firewalld5
#禁止开机启动防火墙6
[root@test ~]# systemctl disable firewalld7
#开启防火墙8
[root@test ~]# systemctl start firewalld9
#设置开机启动防火墙10
[root@test ~]# systemctl enable firewalld11
#重启防火墙12
[root@test ~]# systemctl restart firewalld3. 配置SSH免密码登录 3.1 四台主机均按照步骤2安装基础软件工具(这里不再过多叙述) 3.2 修改hosts文件,添加以下内容,四台主机均进行操作[root@master ~]# vi /etc/hosts#127.0.0.1 localhost localhost.localdomain localhost4 localhost4.localdomain4#::1 localhost localhost.localdomain localhost6 localhost6.localdomain6192.168.100.100 master192.168.100.101 slave1192.168.100.102 slave2192.168.100.103 slave3
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[root@master ~]# vi /etc/hosts2
#127.0.0.1 localhost localhost.localdomain localhost4 localhost4.localdomain43
#::1 localhost localhost.localdomain localhost6 localhost6.localdomain64
192.168.100.100 master5
192.168.100.101 slave16
192.168.100.102 slave27
192.168.100.103 slave33.3 配置SSH免密码登录#每台机器先使用ssh执行以下,以在主目录产生一个.ssh 文件夹[root@master ~]# ssh master#然后输入no即可#每台机器均进入~/.ssh 目录进行操作[root@master ~]# cd ~/.ssh#输入以下命令,一路回车,用以产生公钥和秘钥[root@master .ssh]# ssh-keygen -t rsa -P ''#出现以下信息说明生成成功Generating public/private rsa key pair.Enter file in which to save the key (/root/.ssh/id_rsa):Your identification has been saved in /root/.ssh/id_rsa.Your public key has been saved in /root/.ssh/id_rsa.pub.The key fingerprint is:SHA256:6YO1h1emM9gcWvv9OT6ftHxLnjP9u8p25x1o30oq3No root@masterThe key's randomart image is:+---[RSA 2048]----+| || || || . || S o o || + O * . || . B.X. o.+.|| +o=+=**%|| .oEo*^^|+----[SHA256]-----+#将每台机器上的id_rsa.pub公钥内容复制到authorized_keys文件中[root@master .ssh]# cp id_rsa.pub authorized_keys#将所有的authorized_keys文件进行合并(最简单的方法是将其余三台slave主机的文件内容追加到master主机上)[root@slave1 .ssh]# cat ~/.ssh/authorized_keys | ssh root@master 'cat >> ~/.ssh/authorized_keys'[root@slave2 .ssh]# cat ~/.ssh/authorized_keys | ssh root@master 'cat >> ~/.ssh/authorized_keys'[root@slave3 .ssh]# cat ~/.ssh/authorized_keys | ssh root@master 'cat >> ~/.ssh/authorized_keys'#查看master上的authorized_keys文件内容,类似如下即可[root@master .ssh]# more authorized_keysssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQC5iw8+LlLxo0d77uaTChOKKJqfMHzp2jgzqV2hFAneFXqqWmrZ4/FrMUPenmdss19bP4Up9G7PGbJu29yZDvkDwlmuqnVajYyDOsCl7PPXPWXMIlxMGUHgSXLnQQi6QnWp04vJKDs0EbiRTd0ZYCSQefzJcZ8jbQ7bLYt6jtil7FfUupTdHTeexKKd8Mq3K7YFZHumKvhzs6wWiM+n41jANS083ss3OYmAdO2cU0w1BhLVvJhdzd6fNG3RXVCXI2v0XxCUHiqI9Oewl2qPOfKzeyy09bJxo371Ezjmt8GMrkA/Ecepkvx12qwNzC9bSPLfbnPWVo2gIxe4mMaFqCFJ root@masterssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQC3CkB3Jejavt+yFphsbciktWciJmbcUBOv3ZLPVLW18ZxXGZKvG50EPXo/4By7P6IRW0wCa5YuckQEW+q6kmSatxqJ8e/K9a1mAk13N4f7V7M71Nn8IkujlF3gHYjKrmnEWpGJCy5YBURzywIQTRArlIac1xj2SeM6q+gTMV9WrAKJupIRHli+W0kHVaYHNdKl7KMUT4KVrSl+h4wFwAd7Tcyj7JIbUcCCL6o/v/LqGFwpcJfbfUsuKJJho+tImh41j7mSXR8kRbTSZkcq5KX+iANrANwOHZ58tV5KXmMQjuVq7aJ985C16hHssB6zq/zjAxpxAyQIeE8Incc8U8ix root@slave1ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQC//uaMbzbkYqxdgZJSdq+gdQYldzMQ7D3SxsUaNO5oVnVOszw+mbNnmL8vp1EUUehabQHPCAvCmLKUPXzfcxlyJEF/pnY77u4ySwsRVEpHvsDZbrclgCOrS6hW00sSx303KHLOgXT70LfrmnohfUhvTxajzLXT+C8f5ZfTZ8meKD73HKl16jRwZQ8YhW9GUyuCkgQTGtKtTKPsRUd9LpAc/7/u8xvvvNvTYPxgyTJcUMzGSOHh8J3upI54ykY0FgBkjs1fCUaDalxAgsHw9B1iyx706WbcT6ymiQVMKGnnnM6k2KPvUvfD0swVfUSG+4ZsYSRHRTgWuiBbHoIr7DVd root@slave2ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQDDTzTTdGRTd1zts3m7uKobcgRom4lVyF9EdNOdbBWMucYjbCsBgP1ideDDQed2TyBj3Szz3Yx6h1L4McGmATY/D9qRLml26VW/x0Tod8JYkqOQpQL9knLW2cwITnhLzq5VDugOix06r/uweP3Zed9CO7ld3jUxJJNZCYpsNz+eUKq9SWM5+ehUu9pfZZu9zUk7Q01js3uCHzu1AhsajgNzgB4+YLLccdHBfxGg4ix5wuaF82PlEEh70hTdfRkq8pqPMZ+FIQtTgfD5XllKTcnPItUY23hc7Umx4I3ujOd810vzffWYK07cOtv1r7LEcYtYqbZ6zIvII+M775iRkzQX root@slave3#将master上的authorized_keys文件分发到其他主机上[root@master .ssh]# scp ~/.ssh/authorized_keys root@slave1:~/.ssh/[root@master .ssh]# scp ~/.ssh/authorized_keys root@slave2:~/.ssh/[root@master .ssh]# scp ~/.ssh/authorized_keys root@slave3:~/.ssh/#每台机器之间进行ssh免密码登录操作,包括自己与自己[root@master ~]# ssh master[root@master ~]# ssh slave1[root@slave1 ~]# ssh master[root@master ~]# ssh slave2[root@slave2 ~]# ssh master[root@master ~]# ssh slave3[root@slave3 ~]# ssh master[root@master ~]# ssh slave1[root@slave1 ~]# ssh slave1[root@slave1 ~]# ssh slave2[root@slave2 ~]# ssh slave1[root@slave1 ~]# ssh slave3[root@slave3 ~]# ssh slave1[root@slave1 ~]# ssh slave2[root@slave2 ~]# ssh slave2[root@slave2 ~]# ssh slave3[root@slave3 ~]# ssh slave2[root@slave2 ~]# ssh slave3[root@slave3 ~]# ssh slave2[root@slave2 ~]# ssh slave3[root@slave3 ~]# ssh slave3 1
#每台机器先使用ssh执行以下,以在主目录产生一个.ssh 文件夹2
[root@master ~]# ssh master3
#然后输入no即可4
#每台机器均进入~/.ssh 目录进行操作5
[root@master ~]# cd ~/.ssh6
#输入以下命令,一路回车,用以产生公钥和秘钥7
[root@master .ssh]# ssh-keygen -t rsa -P ''8
#出现以下信息说明生成成功9
Generating public/private rsa key pair.10
Enter file in which to save the key (/root/.ssh/id_rsa):11
Your identification has been saved in /root/.ssh/id_rsa.12
Your public key has been saved in /root/.ssh/id_rsa.pub.13
The key fingerprint is:14
SHA256:6YO1h1emM9gcWvv9OT6ftHxLnjP9u8p25x1o30oq3No root@master15
The key's randomart image is:16
+---[RSA 2048]----+17
| |18
| |19
| |20
| . |21
| S o o |22
| + O * . |23
| . B.X. o.+.|24
| +o=+=**%|25
| .oEo*^^|26
+----[SHA256]-----+27
#将每台机器上的id_rsa.pub公钥内容复制到authorized_keys文件中28
[root@master .ssh]# cp id_rsa.pub authorized_keys29
#将所有的authorized_keys文件进行合并(最简单的方法是将其余三台slave主机的文件内容追加到master主机上)30
[root@slave1 .ssh]# cat ~/.ssh/authorized_keys | ssh root@master 'cat >> ~/.ssh/authorized_keys'31
[root@slave2 .ssh]# cat ~/.ssh/authorized_keys | ssh root@master 'cat >> ~/.ssh/authorized_keys'32
[root@slave3 .ssh]# cat ~/.ssh/authorized_keys | ssh root@master 'cat >> ~/.ssh/authorized_keys'33
#查看master上的authorized_keys文件内容,类似如下即可34
[root@master .ssh]# more authorized_keys35
ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQC5iw8+LlLxo0d77uaTChOKKJqfMHzp2jgzqV2hFAneFXqqWmr36
Z4/FrMUPenmdss19bP4Up9G7PGbJu29yZDvkDwlmuqnVajYyDOsCl7PPXPWXMIlxMGUHgSXLnQQi6QnWp04vJKD37
s0EbiRTd0ZYCSQefzJcZ8jbQ7bLYt6jtil7FfUupTdHTeexKKd8Mq3K7YFZHumKvhzs6wWiM+n41jANS083ss3O38
YmAdO2cU0w1BhLVvJhdzd6fNG3RXVCXI2v0XxCUHiqI9Oewl2qPOfKzeyy09bJxo371Ezjmt8GMrkA/Ecepkvx139
2qwNzC9bSPLfbnPWVo2gIxe4mMaFqCFJ root@master40
ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQC3CkB3Jejavt+yFphsbciktWciJmbcUBOv3ZLPVLW18ZxXGZK41
vG50EPXo/4By7P6IRW0wCa5YuckQEW+q6kmSatxqJ8e/K9a1mAk13N4f7V7M71Nn8IkujlF3gHYjKrmnEWpGJCy42
5YBURzywIQTRArlIac1xj2SeM6q+gTMV9WrAKJupIRHli+W0kHVaYHNdKl7KMUT4KVrSl+h4wFwAd7Tcyj7JIbU43
cCCL6o/v/LqGFwpcJfbfUsuKJJho+tImh41j7mSXR8kRbTSZkcq5KX+iANrANwOHZ58tV5KXmMQjuVq7aJ985C144
6hHssB6zq/zjAxpxAyQIeE8Incc8U8ix root@slave145
ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQC//uaMbzbkYqxdgZJSdq+gdQYldzMQ7D3SxsUaNO5oVnVOszw46
+mbNnmL8vp1EUUehabQHPCAvCmLKUPXzfcxlyJEF/pnY77u4ySwsRVEpHvsDZbrclgCOrS6hW00sSx303KHLOgX47
T70LfrmnohfUhvTxajzLXT+C8f5ZfTZ8meKD73HKl16jRwZQ8YhW9GUyuCkgQTGtKtTKPsRUd9LpAc/7/u8xvvv48
NvTYPxgyTJcUMzGSOHh8J3upI54ykY0FgBkjs1fCUaDalxAgsHw9B1iyx706WbcT6ymiQVMKGnnnM6k2KPvUvfD49
0swVfUSG+4ZsYSRHRTgWuiBbHoIr7DVd root@slave250
ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQDDTzTTdGRTd1zts3m7uKobcgRom4lVyF9EdNOdbBWMucYjbCs51
BgP1ideDDQed2TyBj3Szz3Yx6h1L4McGmATY/D9qRLml26VW/x0Tod8JYkqOQpQL9knLW2cwITnhLzq5VDugOix52
06r/uweP3Zed9CO7ld3jUxJJNZCYpsNz+eUKq9SWM5+ehUu9pfZZu9zUk7Q01js3uCHzu1AhsajgNzgB4+YLLcc53
dHBfxGg4ix5wuaF82PlEEh70hTdfRkq8pqPMZ+FIQtTgfD5XllKTcnPItUY23hc7Umx4I3ujOd810vzffWYK07c54
Otv1r7LEcYtYqbZ6zIvII+M775iRkzQX root@slave355
#将master上的authorized_keys文件分发到其他主机上56
[root@master .ssh]# scp ~/.ssh/authorized_keys root@slave1:~/.ssh/57
[root@master .ssh]# scp ~/.ssh/authorized_keys root@slave2:~/.ssh/58
[root@master .ssh]# scp ~/.ssh/authorized_keys root@slave3:~/.ssh/59
#每台机器之间进行ssh免密码登录操作,包括自己与自己60
[root@master ~]# ssh master61
[root@master ~]# ssh slave162
[root@slave1 ~]# ssh master63
[root@master ~]# ssh slave264
[root@slave2 ~]# ssh master65
[root@master ~]# ssh slave366
[root@slave3 ~]# ssh master67
[root@master ~]# ssh slave168
[root@slave1 ~]# ssh slave169
[root@slave1 ~]# ssh slave270
[root@slave2 ~]# ssh slave171
[root@slave1 ~]# ssh slave372
[root@slave3 ~]# ssh slave173
[root@slave1 ~]# ssh slave274
[root@slave2 ~]# ssh slave275
[root@slave2 ~]# ssh slave376
[root@slave3 ~]# ssh slave277
[root@slave2 ~]# ssh slave378
[root@slave3 ~]# ssh slave279
[root@slave2 ~]# ssh slave380
[root@slave3 ~]# ssh slave34. 安装配置Java环境并测试 4.1 下载jdk 下载地址:http://www.oracle.com/technetwork/java/javase/archive-139210.html 4.2 卸载其他jdk 如果centos中已经安装的有jdk,则需要先卸载当前jdk,重新安装新的jdk#查询当前所有安装的jdk版本[root@master ~]# rpm -qa|grep jdk#如果什么都没有展示说明没有已安装的jdk,则无需卸载,如果出现以下jdk,则卸载之copy-jdk-configs-2.2-3.el7.noarchjava-1.8.0-openjdk-1.8.0.131-11.b12.el7.x86_64java-1.8.0-openjdk-headless-1.8.0.131-11.b12.el7.x86_64#卸载jdk,使用下面的方法卸载即可[root@master ~]# yum -y remove copy-jdk-configs-2.2-3.el7.noarch#再次查询当前所有安装的jdk版本[root@master ~]# rpm -qa|grep jdk
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#查询当前所有安装的jdk版本2
[root@master ~]# rpm -qa|grep jdk3
#如果什么都没有展示说明没有已安装的jdk,则无需卸载,如果出现以下jdk,则卸载之4
copy-jdk-configs-2.2-3.el7.noarch5
java-1.8.0-openjdk-1.8.0.131-11.b12.el7.x86_646
java-1.8.0-openjdk-headless-1.8.0.131-11.b12.el7.x86_647
#卸载jdk,使用下面的方法卸载即可8
[root@master ~]# yum -y remove copy-jdk-configs-2.2-3.el7.noarch9
#再次查询当前所有安装的jdk版本10
[root@master ~]# rpm -qa|grep jdk4.3 开始安装jdk#在master主节点上创建指定目录[root@master ~]# mkdir -p /opt/SoftWare/Java[root@master ~]# mkdir -p /opt/SoftWare/Hadoop#进入到Java目录[root@master ~]# cd /opt/SoftWare/Java#使用rz命令从windows主机上传jdk压缩包到master节点[root@master Java]# rz#解压到当前目录[root@master Java]# tar -zxvf jdk-8u152-linux-x64.tar.gz#配置环境变量[root@master Java]# vi /etc/profile#在该文件后面追加一下内容export JAVA_HOME=/opt/SoftWare/Java/jdk1.8.0_152export JRE_HOME=/opt/SoftWare/Java/jdk1.8.0_152/jreexport CLASSPATH=.:$JAVA_HOME/lib/dt.jar:$JAVA_HOME/lib/tools.jar:$JRE_HOME/lib/rt.jarexport PATH=$PATH:$JAVA_HOME/bin:$JRE_HOME/bin#使刚才的设置生效[root@master Java]# source /etc/profile#检测是否配置成功[root@master Java]# java -versionjava version "1.8.0_152"Java(TM) SE Runtime Environment (build 1.8.0_152-b16)Java HotSpot(TM) 64-Bit Server VM (build 25.152-b16, mixed mode)#其他主机同样的操作进行即可
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#在master主节点上创建指定目录2
[root@master ~]# mkdir -p /opt/SoftWare/Java3
[root@master ~]# mkdir -p /opt/SoftWare/Hadoop4
#进入到Java目录5
[root@master ~]# cd /opt/SoftWare/Java6
#使用rz命令从windows主机上传jdk压缩包到master节点7
[root@master Java]# rz8
#解压到当前目录9
[root@master Java]# tar -zxvf jdk-8u152-linux-x64.tar.gz10
#配置环境变量11
[root@master Java]# vi /etc/profile12
#在该文件后面追加一下内容13
export JAVA_HOME=/opt/SoftWare/Java/jdk1.8.0_15214
export JRE_HOME=/opt/SoftWare/Java/jdk1.8.0_152/jre15
export CLASSPATH=.:$JAVA_HOME/lib/dt.jar:$JAVA_HOME/lib/tools.jar:$JRE_HOME/lib/rt.jar16
export PATH=$PATH:$JAVA_HOME/bin:$JRE_HOME/bin17
#使刚才的设置生效18
[root@master Java]# source /etc/profile19
#检测是否配置成功20
[root@master Java]# java -version21
java version "1.8.0_152"22
Java(TM) SE Runtime Environment (build 1.8.0_152-b16)23
Java HotSpot(TM) 64-Bit Server VM (build 25.152-b16, mixed mode)24
#其他主机同样的操作进行即可5. 安装配置Hadoop并配置 5.1 下载Hadoop到本地 下载地址:http://hadoop.apache.org/releases.html 5.2 上传至master节点#上传[root@master ~]# cd /opt/SoftWare/Hadoop[root@master Hadoop]# rz#解压[root@master Hadoop]# tar -zxvf hadoop-2.7.5.tar.gz
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#上传2
[root@master ~]# cd /opt/SoftWare/Hadoop3
[root@master Hadoop]# rz4
#解压5
[root@master Hadoop]# tar -zxvf hadoop-2.7.5.tar.gz5.3 创建目录#进入hadoop-2.7.5主目录[root@master Hadoop]# cd hadoop-2.7.5#创建以下目录,以备后用[root@master hadoop-2.7.5]# mkdir tmp[root@master hadoop-2.7.5]# mkdir logs[root@master hadoop-2.7.5]# mkdir -p hdfs/name[root@master hadoop-2.7.5]# mkdir -p hdfs/data
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#进入hadoop-2.7.5主目录2
[root@master Hadoop]# cd hadoop-2.7.53
#创建以下目录,以备后用4
[root@master hadoop-2.7.5]# mkdir tmp5
[root@master hadoop-2.7.5]# mkdir logs6
[root@master hadoop-2.7.5]# mkdir -p hdfs/name7
[root@master hadoop-2.7.5]# mkdir -p hdfs/data5.4 修改配置 5.4.1 修改hadoop-env.sh文件[root@master hadoop-2.7.5]# vi etc/hadoop/hadoop-env.sh#修改JAVA_HOME为以下内容,否则容易出现Hadoop无法启动问题export JAVA_HOME=/opt/SoftWare/Java/jdk1.8.0_152
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[root@master hadoop-2.7.5]# vi etc/hadoop/hadoop-env.sh2
#修改JAVA_HOME为以下内容,否则容易出现Hadoop无法启动问题3
export JAVA_HOME=/opt/SoftWare/Java/jdk1.8.0_1525.4.2 修改yarn-env.sh文件[root@master hadoop-2.7.5]# vi etc/hadoop/yarn-env.sh#修改JAVA_HOME为以下内容export JAVA_HOME=/opt/SoftWare/Java/jdk1.8.0_152
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[root@master hadoop-2.7.5]# vi etc/hadoop/yarn-env.sh2
#修改JAVA_HOME为以下内容3
export JAVA_HOME=/opt/SoftWare/Java/jdk1.8.0_1525.4.3 编辑slaves文件#该文件用于记录本集群有哪些数据节点[root@master hadoop-2.7.5]# vi etc/hadoop/slaves#删除该文件中原来的内容,添加以下内容slave1slave2slave3
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#该文件用于记录本集群有哪些数据节点2
[root@master hadoop-2.7.5]# vi etc/hadoop/slaves3
#删除该文件中原来的内容,添加以下内容4
slave15
slave26
slave35.4.4 修改core-site.xml文件[root@master hadoop-2.7.5]# vi etc/hadoop/core-site.xml
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[root@master hadoop-2.7.5]# vi etc/hadoop/core-site.xml该文件为Hadoop的核心配置文件,非常重要
<!--在<configuration></configuration>中间添加一下内容--><property> <name>fs.defaultFS</name><!--定义Hadoop Master的URI和端口--> <value>hdfs://master:9000</value></property><property> <name>hadoop.tmp.dir</name><!--hadoop的临时存储目录--> <value>file:/opt/SoftWare/Hadoop/hadoop-2.7.5/tmp</value></property><property> <name>io.file.buffer.size</name><!--用作序列化文件处理时读写buffer的大小--> <value>131702</value></property>
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<!--在<configuration></configuration>中间添加一下内容-->2
<property>3
<name>fs.defaultFS</name><!--定义Hadoop Master的URI和端口-->4
<value>hdfs://master:9000</value>5
</property>6
<property>7
<name>hadoop.tmp.dir</name><!--hadoop的临时存储目录-->8
<value>file:/opt/SoftWare/Hadoop/hadoop-2.7.5/tmp</value>9
</property>10
<property>11
<name>io.file.buffer.size</name><!--用作序列化文件处理时读写buffer的大小-->12
<value>131702</value>13
</property>5.4.5 修改hdfs-site.xml文件[root@master hadoop-2.7.5]# vi etc/hadoop/hdfs-site.xml
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[root@master hadoop-2.7.5]# vi etc/hadoop/hdfs-site.xml该文件为Hadoop的HDFS的配置文件<!--在<configuration></configuration>中间添加一下内容--><property><!--namenode节点数据存储目录--> <name>dfs.namenode.name.dir</name> <value>file:/opt/SoftWare/Hadoop/hadoop-2.7.5/hdfs/name</value></property><property><!--datanode数据存储目录--> <name>dfs.datanode.data.dir</name> <value>file:/opt/SoftWare/Hadoop/hadoop-2.7.5/hdfs/data</value></property><property><!--指定DataNode存储block的副本数量,不大于DataNode的个数就行,默认为3--> <name>dfs.replication</name> <value>2</value></property><property><!--指定master的http协议访问地址--> <name>dfs.namenode.secondary.http-address</name> <value>master:50090</value></property><property><!--指定master的https协议访问地址--> <name>dfs.namenode.secondary.https-address</name> <value>192.168.10.250:50091</value></property><property><!--必须设置为true,否则就不能通过web访问hdfs上的文件信息--> <name>dfs.webhdfs.enabled</name> <value>true</value></property>
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<!--在<configuration></configuration>中间添加一下内容-->2
<property><!--namenode节点数据存储目录-->3
<name>dfs.namenode.name.dir</name>4
<value>file:/opt/SoftWare/Hadoop/hadoop-2.7.5/hdfs/name</value>5
</property>6
<property><!--datanode数据存储目录-->7
<name>dfs.datanode.data.dir</name>8
<value>file:/opt/SoftWare/Hadoop/hadoop-2.7.5/hdfs/data</value>9
</property>10
<property><!--指定DataNode存储block的副本数量,不大于DataNode的个数就行,默认为3-->11
<name>dfs.replication</name>12
<value>2</value>13
</property>14
<property><!--指定master的http协议访问地址-->15
<name>dfs.namenode.secondary.http-address</name>16
<value>master:50090</value>17
</property>18
<property><!--指定master的https协议访问地址-->19
<name>dfs.namenode.secondary.https-address</name>20
<value>192.168.10.250:50091</value>21
</property>22
<property><!--必须设置为true,否则就不能通过web访问hdfs上的文件信息-->23
<name>dfs.webhdfs.enabled</name>24
<value>true</value>25
</property>5.4.6 修改yarn-site.xml文件[root@master hadoop-2.7.5]# vi etc/hadoop/yarn-site.xml
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[root@master hadoop-2.7.5]# vi etc/hadoop/yarn-site.xml<property> <name>yarn.nodemanager.aux-services</name> <value>mapreduce_shuffle</value></property><property> <name>yarn.nodemanager.aux-services.mapreduce.shuffle.class</name> <value>org.apache.hadoop.mapred.ShuffleHandler</value></property><property> <name>yarn.resourcemanager.address</name> <value>master:8032</value></property><property> <name>yarn.resourcemanager.scheduler.address</name> <value>master:8030</value></property><property> <name>yarn.resourcemanager.resource-tracker.address</name> <value>master:8031</value></property><property> <name>yarn.resourcemanager.admin.address</name> <value>master:8033</value></property><property> <name>yarn.resourcemanager.webapp.address</name> <value>master:8088</value></property><property> <name>yarn.nodemanager.resource.memory-mb</name> <value>2048</value></property>
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<property>2
<name>yarn.nodemanager.aux-services</name>3
<value>mapreduce_shuffle</value>4
</property>5
<property>6
<name>yarn.nodemanager.aux-services.mapreduce.shuffle.class</name>7
<value>org.apache.hadoop.mapred.ShuffleHandler</value>8
</property>9
<property>10
<name>yarn.resourcemanager.address</name>11
<value>master:8032</value>12
</property>13
<property>14
<name>yarn.resourcemanager.scheduler.address</name>15
<value>master:8030</value>16
</property>17
<property>18
<name>yarn.resourcemanager.resource-tracker.address</name>19
<value>master:8031</value>20
</property>21
<property>22
<name>yarn.resourcemanager.admin.address</name>23
<value>master:8033</value>24
</property>25
<property>26
<name>yarn.resourcemanager.webapp.address</name>27
<value>master:8088</value>28
</property>29
<property>30
<name>yarn.nodemanager.resource.memory-mb</name>31
<value>2048</value>32
</property>33 5.4.7 修改mapred-site.xml文件 但是这个文件并不存在,先复制再打开#使用cp命令复制一份出来,不要自己创建[root@master hadoop-2.7.5]# cp etc/hadoop/mapred-site.xml.template etc/hadoop/mapred-site.xml[root@master hadoop-2.7.5]# vi etc/hadoop/mapred-site.xml
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#使用cp命令复制一份出来,不要自己创建2
[root@master hadoop-2.7.5]# cp etc/hadoop/mapred-site.xml.template etc/hadoop/mapred-site.xml3
[root@master hadoop-2.7.5]# vi etc/hadoop/mapred-site.xml<property><!--使用yarn运行mapreduce程序--> <name>mapreduce.framework.name</name> <value>yarn</value></property><property><!--MapReduce JobHistory Server地址--> <name>mapreduce.jobhistory.address</name> <value>master:10020</value></property><property><!--MapReduce JobHistory Server Web界面地址--> <name>mapreduce.jobhistory.webapp.address</name> <value>master:19888</value></property>
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<property><!--使用yarn运行mapreduce程序-->2
<name>mapreduce.framework.name</name>3
<value>yarn</value>4
</property>5
<property><!--MapReduce JobHistory Server地址-->6
<name>mapreduce.jobhistory.address</name>7
<value>master:10020</value>8
</property>9
<property><!--MapReduce JobHistory Server Web界面地址-->10
<name>mapreduce.jobhistory.webapp.address</name>11
<value>master:19888</value>12
</property>5.5 文件分发 将master节点上的Hadoop目录远程拷贝到其他slave节点[root@master hadoop-2.7.5]# scp -r /opt/SoftWare/Hadoop root@slave1:/opt/SoftWare/[root@master hadoop-2.7.5]# scp -r /opt/SoftWare/Hadoop root@slave2:/opt/SoftWare/[root@master hadoop-2.7.5]# scp -r /opt/SoftWare/Hadoop root@slave3:/opt/SoftWare/
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[root@master hadoop-2.7.5]# scp -r /opt/SoftWare/Hadoop root@slave1:/opt/SoftWare/2
[root@master hadoop-2.7.5]# scp -r /opt/SoftWare/Hadoop root@slave2:/opt/SoftWare/3
[root@master hadoop-2.7.5]# scp -r /opt/SoftWare/Hadoop root@slave3:/opt/SoftWare/5.6 修改环境变量#各节点均编辑/etc/profile文件[root@master hadoop-2.7.5]# vi /etc/profile#添加以下内容export HADOOP_HOME=/opt/SoftWare/Hadoop/hadoop-2.7.5export HADOOP_LOG_DIR=$HADOOP_HOME/logsexport YARN_LOG_DIR=$HADOOP_LOG_DIRexport PATH=$HADOOP_HOME/bin:$HADOOP_HOME/sbin:$PATH#使设置立即生效[root@master hadoop-2.7.5]# source /etc/profile
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#各节点均编辑/etc/profile文件2
[root@master hadoop-2.7.5]# vi /etc/profile3
#添加以下内容4
export HADOOP_HOME=/opt/SoftWare/Hadoop/hadoop-2.7.55
export HADOOP_LOG_DIR=$HADOOP_HOME/logs6
export YARN_LOG_DIR=$HADOOP_LOG_DIR7
export PATH=$HADOOP_HOME/bin:$HADOOP_HOME/sbin:$PATH8
#使设置立即生效9
[root@master hadoop-2.7.5]# source /etc/profile5.7 格式化Hadoop#输入以下命令[root@master hadoop-2.7.5]# bin/hdfs namenode -format#在最后出现以下内容说明格式化成功18/03/01 10:07:59 INFO namenode.FSImage: Allocated new BlockPoolId: BP-1057357071-192.168.100.100-151987007920118/03/01 10:07:59 INFO common.Storage: Storage directory /opt/SoftWare/Hadoop/hadoop-2.7.5/hdfs/name has been successfully formatted.18/03/01 10:07:59 INFO namenode.FSImageFormatProtobuf: Saving image file /opt/SoftWare/Hadoop/hadoop-2.7.5/hdfs/name/current/fsimage.ckpt_0000000000000000000 using no compression18/03/01 10:07:59 INFO namenode.FSImageFormatProtobuf: Image file /opt/SoftWare/Hadoop/hadoop-2.7.5/hdfs/name/current/fsimage.ckpt_0000000000000000000 of size 321 bytes saved in 0 seconds.18/03/01 10:07:59 INFO namenode.NNStorageRetentionManager: Going to retain 1 images with txid >= 018/03/01 10:07:59 INFO util.ExitUtil: Exiting with status 018/03/01 10:07:59 INFO namenode.NameNode: SHUTDOWN_MSG:/************************************************************SHUTDOWN_MSG: Shutting down NameNode at master/192.168.100.100************************************************************/#注意上面的第二行最后的successfully formatted
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#输入以下命令2
[root@master hadoop-2.7.5]# bin/hdfs namenode -format3
#在最后出现以下内容说明格式化成功4
18/03/01 10:07:59 INFO namenode.FSImage: Allocated new BlockPoolId: BP-1057357071-192.168.100.100-15198700792015
18/03/01 10:07:59 INFO common.Storage: Storage directory /opt/SoftWare/Hadoop/hadoop-2.7.5/hdfs/name has been successfully formatted.6
18/03/01 10:07:59 INFO namenode.FSImageFormatProtobuf: Saving image file /opt/SoftWare/Hadoop/hadoop-2.7.5/hdfs/name/current/fsimage.ckpt_0000000000000000000 using no compression7
18/03/01 10:07:59 INFO namenode.FSImageFormatProtobuf: Image file /opt/SoftWare/Hadoop/hadoop-2.7.5/hdfs/name/current/fsimage.ckpt_00000000 28d04 00000000000 of size 321 bytes saved in 0 seconds.8
18/03/01 10:07:59 INFO namenode.NNStorageRetentionManager: Going to retain 1 images with txid >= 09
18/03/01 10:07:59 INFO util.ExitUtil: Exiting with status 010
18/03/01 10:07:59 INFO namenode.NameNode: SHUTDOWN_MSG:11
/************************************************************12
SHUTDOWN_MSG: Shutting down NameNode at master/192.168.100.10013
************************************************************/14
#注意上面的第二行最后的successfully formatted5.8 启动Hadoop集群#先启动HDFS,按照新版要求,不建议直接使用start-all.sh命令[root@master hadoop-2.7.5]# sbin/start-dfs.sh#然后会在控制台打印以下信息Starting namenodes on [master]master: starting namenode, logging to /opt/SoftWare/Hadoop/hadoop-2.7.5/logs/hadoop-root-namenode-master.outslave1: starting datanode, logging to /opt/SoftWare/Hadoop/hadoop-2.7.5/logs/hadoop-root-datanode-slave1.outslave2: starting datanode, logging to /opt/SoftWare/Hadoop/hadoop-2.7.5/logs/hadoop-root-datanode-slave2.outslave3: starting datanode, logging to /opt/SoftWare/Hadoop/hadoop-2.7.5/logs/hadoop-root-datanode-slave3.outStarting secondary namenodes [master]master: starting secondarynamenode, logging to /opt/SoftWare/Hadoop/hadoop-2.7.5/logs/hadoop-root-secondarynamenode-master.out#然后启动YARN[root@master hadoop-2.7.5]# sbin/start-yarn.sh#然后会在控制台打印以下信息starting yarn daemonsstarting resourcemanager, logging to /opt/SoftWare/Hadoop/hadoop-2.7.5/logs/yarn-root-resourcemanager-master.outslave2: starting nodemanager, logging to /opt/SoftWare/Hadoop/hadoop-2.7.5/logs/yarn-root-nodemanager-slave2.outslave3: starting nodemanager, logging to /opt/SoftWare/Hadoop/hadoop-2.7.5/logs/yarn-root-nodemanager-slave3.outslave1: starting nodemanager, logging to /opt/SoftWare/Hadoop/hadoop-2.7.5/logs/yarn-root-nodemanager-slave1.out
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#先启动HDFS,按照新版要求,不建议直接使用start-all.sh命令2
[root@master hadoop-2.7.5]# sbin/start-dfs.sh3
#然后会在控制台打印以下信息4
Starting namenodes on [master]5
master: starting namenode, logging to /opt/SoftWare/Hadoop/hadoop-2.7.5/logs/hadoop-root-namenode-master.out6
slave1: starting datanode, logging to /opt/SoftWare/Hadoop/hadoop-2.7.5/logs/hadoop-root-datanode-slave1.out7
slave2: starting datanode, logging to /opt/SoftWare/Hadoop/hadoop-2.7.5/logs/hadoop-root-datanode-slave2.out8
slave3: starting datanode, logging to /opt/SoftWare/Hadoop/hadoop-2.7.5/logs/hadoop-root-datanode-slave3.out9
Starting secondary namenodes [master]10
master: starting secondarynamenode, logging to /opt/SoftWare/Hadoop/hadoop-2.7.5/logs/hadoop-root-secondarynamenode-master.out11
#然后启动YARN12
[root@master hadoop-2.7.5]# sbin/start-yarn.sh13
#然后会在控制台打印以下信息14
starting yarn daemons15
starting resourcemanager, logging to /opt/SoftWare/Hadoop/hadoop-2.7.5/logs/yarn-root-resourcemanager-master.out16
slave2: starting nodemanager, logging to /opt/SoftWare/Hadoop/hadoop-2.7.5/logs/yarn-root-nodemanager-slave2.out17
slave3: starting nodemanager, logging to /opt/SoftWare/Hadoop/hadoop-2.7.5/logs/yarn-root-nodemanager-slave3.out18
slave1: starting nodemanager, logging to /opt/SoftWare/Hadoop/hadoop-2.7.5/logs/yarn-root-nodemanager-slave1.out5.9 检测集群是否搭建成功 5.9.1 使用jps命令查看#master检测[root@master hadoop-2.7.5]# jps44658 ResourceManager44509 SecondaryNameNode44318 NameNode44958 Jps#slave节点检测[root@slave1 ~]# jps2262 DataNode2360 NodeManager2461 Jps
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#master检测2
[root@master hadoop-2.7.5]# jps3
44658 ResourceManager4
44509 SecondaryNameNode5
44318 NameNode6
44958 Jps7
#slave节点检测8
[root@slave1 ~]# jps9
2262 DataNode10
2360 NodeManager11
2461 Jps5.9.2 使用WEB界面访问 在浏览器地址栏中输入http://192.168.100.100:50070 即可 在浏览器地址栏中输入 http://192.168.100.100:8088 即可
6. MySQL数据库的安装 6.1 下载YUM源rpm安装包 下载地址:https://dev.mysql.com/downloads/repo/yum/ 选择 mysql57-community-release-el7-11.noarch.rpm下载#下载mysql源[root@master ~]# wget http://dev.mysql.com/get/mysql57-community-release-el7-11.noarch.rpm#安装mysql源[root@master ~]# yum localinstall mysql57-community-release-el7-11.noarch.rpm#检测源是否安装成功,显示以下信息表示源安装成功[root@master ~]# yum repolist enabled | grep "mysql.*-community.*"mysql-connectors-community/x86_64 MySQL Connectors Community 45mysql-tools-community/x86_64 MySQL Tools Community 57mysql57-community/x86_64 MySQL 5.7 Community Server 247
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#下载mysql源2
[root@master ~]# wget http://dev.mysql.com/get/mysql57-community-release-el7-11.noarch.rpm3
#安装mysql源4
[root@master ~]# yum localinstall mysql57-community-release-el7-11.noarch.rpm5
#检测源是否安装成功,显示以下信息表示源安装成功6
[root@master ~]# yum repolist enabled | grep "mysql.*-community.*"7
mysql-connectors-community/x86_64 MySQL Connectors Community 458
mysql-tools-community/x86_64 MySQL Tools Community 579
mysql57-community/x86_64 MySQL 5.7 Community Server 2476.2 安装MySQL[root@master ~]# yum install mysql-community-server
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[root@master ~]# yum install mysql-community-server6.3 启动MySQL服务#启动MySQL服务[root@master ~]# systemctl start mysqld#查看MySQL服务启动状态[root@master ~]# systemctl status mysqld● mysqld.service - MySQL Server Loaded: loaded (/usr/lib/systemd/system/mysqld.service; enabled; vendor preset: disabled) Active: active (running) since 三 2018-02-28 11:15:52 CST; 14s ago Docs: man:mysqld(8) http://dev.mysql.com/doc/refman/en/using-systemd.html Process: 11568 ExecStart=/usr/sbin/mysqld --daemonize --pid-file=/var/run/mysqld/mysqld.pid $MYSQLD_OPTS (code=exited, status=0/SUCCESS)Process: 11495 ExecStartPre=/usr/bin/mysqld_pre_systemd (code=exited, status=0/SUCCESS)Main PID: 11572 (mysqld) CGroup: /system.slice/mysqld.service └─11572 /usr/sbin/mysqld --daemonize --pid-file=/var/run/mysqld/mysqld.pi...2月 28 11:15:49 test systemd[1]: Starting MySQL Server...2月 28 11:15:52 test systemd[1]: Started MySQL Server.#设置开机自动启动[root@master ~]# systemctl enable mysqld#设置后台自动运行[root@master ~]# systemctl daemon-reload
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#启动MySQL服务2
[root@master ~]# systemctl start mysqld3
#查看MySQL服务启动状态4
[root@master ~]# systemctl status mysqld5
● mysqld.service - MySQL Server6
Loaded: loaded (/usr/lib/systemd/system/mysqld.service; enabled; vendor preset: disabled)7
Active: active (running) since 三 2018-02-28 11:15:52 CST; 14s ago8
Docs: man:mysqld(8)9
http://dev.mysql.com/doc/refman/en/using-systemd.html10
Process: 11568 ExecStart=/usr/sbin/mysqld --daemonize --pid-file=/var/run/mysqld/mysqld.pid $MYSQLD_OPTS (code=exited, status=0/SUCCESS)11
Process: 11495 ExecStartPre=/usr/bin/mysqld_pre_systemd (code=exited, status=0/SUCCESS)12
Main PID: 11572 (mysqld)13
CGroup: /system.slice/mysqld.service14
└─11572 /usr/sbin/mysqld --daemonize --pid-file=/var/run/mysqld/mysqld.pi...1516
2月 28 11:15:49 test systemd[1]: Starting MySQL Server...17
2月 28 11:15:52 test systemd[1]: Started MySQL Server.18
#设置开机自动启动19
[root@master ~]# systemctl enable mysqld20
#设置后台自动运行21
[root@master ~]# systemctl daemon-reload6.4 修改root默认密码#在日志文件中查看mysql的root用户默认密码#如下,默认密码为root@localhost:后面的内容,即:itso(d#N>0rK[root@master ~]# grep 'temporary password' /var/log/mysqld.log2018-02-28T03:15:49.608817Z 1 [Note] A temporary password is generated for root@localhost: itso(d#N>0rK#进入mysql[root@master ~]# mysql -uroot -p#输入密码itso(d#N>0rK#修改密码mysql> ALTER USER 'root'@'localhost' IDENTIFIED BY '123456';#在mysql5.7中必然会出现下面的额错误,原因是因为密码策略问题,密码不能太过简单ERROR 1819 (HY000): Your password does not satisfy the current policy requirements#然后可以查看一下密码策略,在此之前先更改一下密码,否则无论你操作什么都会提示你修改密码mysql> ALTER USER 'root'@'localhost' IDENTIFIED BY '12Zhang.';Query OK, 0 rows affected (0.00 sec)#查看密码策略mysql> show variables like '%password%';+---------------------------------------+--------+| Variable_name | Value |+---------------------------------------+--------+| default_password_lifetime | 0 | | disconnect_on_expired_password | ON || log_builtin_as_identified_by_password | OFF || mysql_native_password_proxy_users | OFF || old_passwords | 0 || report_password | || sha256_password_proxy_users | OFF || validate_password_check_user_name | OFF | 设为 ON 时密码中不允许包含用户名| validate_password_dictionary_file | | 用于验证密码强度的字典文件路径,策略为STRONG才需要| validate_password_length | 8 | 最小长度为8个字符| validate_password_mixed_case_count | 1 | 至少1个大小写字母(各一个)| validate_password_number_count | 1 | 至少1个数字 | validate_password_policy | MEDIUM | 密码策略,默认为MEDIUM策略| validate_password_special_char_count | 1 | 至少1个特殊字符+---------------------------------------+--------+#取消密码策略检查#修改/etc/my.cnf文件,在文件中添加以下内容以禁用密码策略validate_password=off[root@master ~]# vi /etc/my.cnf#重新启动mysql服务[root@master opt]# systemctl restart mysqld#再次进入mysql,修改密码[root@master ~]# mysql -uroot -pmysql> ALTER USER 'root'@'localhost' IDENTIFIED BY '123456';
1
#在日志文件中查看mysql的root用户默认密码2
#如下,默认密码为root@localhost:后面的内容,即:itso(d#N>0rK3
[root@master ~]# grep 'temporary password' /var/log/mysqld.log4
2018-02-28T03:15:49.608817Z 1 [Note] A temporary password is generated for root@localhost: itso(d#N>0rK5
#进入mysql6
[root@master ~]# mysql -uroot -p7
#输入密码itso(d#N>0rK8
#修改密码9
mysql> ALTER USER 'root'@'localhost' IDENTIFIED BY '123456';10
#在mysql5.7中必然会出现下面的额错误,原因是因为密码策略问题,密码不能太过简单11
ERROR 1819 (HY000): Your password does not satisfy the current policy requirements12
#然后可以查看一下密码策略,在此之前先更改一下密码,否则无论你操作什么都会提示你修改密码13
mysql> ALTER USER 'root'@'localhost' IDENTIFIED BY '12Zhang.';14
Query OK, 0 rows affected (0.00 sec)15
#查看密码策略16
mysql> show variables like '%password%';17
+---------------------------------------+--------+18
| Variable_name | Value |19
+---------------------------------------+--------+20
| default_password_lifetime | 0 |21
| disconnect_on_expired_password | ON |22
| log_builtin_as_identified_by_password | OFF |23
| mysql_native_password_proxy_users | OFF |24
| old_passwords | 0 |25
| report_password | |26
| sha256_password_proxy_users | OFF |27
| validate_password_check_user_name | OFF | 设为 ON 时密码中不允许包含用户名28
| validate_password_dictionary_file | | 用于验证密码强度的字典文件路径,策略为STRONG才需要29
| validate_password_length | 8 | 最小长度为8个字符30
| validate_password_mixed_case_count | 1 | 至少1个大小写字母(各一个)31
| validate_password_number_count | 1 | 至少1个数字32
| validate_password_policy | MEDIUM | 密码策略,默认为MEDIUM策略33
| validate_password_special_char_count | 1 | 至少1个特殊字符34
+---------------------------------------+--------+35
#取消密码策略检查36
#修改/etc/my.cnf文件,在文件中添加以下内容以禁用密码策略37
validate_password=off38
[root@master ~]# vi /etc/my.cnf39
#重新启动mysql服务40
[root@master opt]# systemctl restart mysqld41
#再次进入mysql,修改密码42
[root@master ~]# mysql -uroot -p43
mysql> ALTER USER 'root'@'localhost' IDENTIFIED BY '123456';6.5 修改数据库编码为utf-8#在/etc/my.cnf文件中的[mysqld]内添加以下内容character_set_server=utf8init_connect='SET NAMES utf8'[root@master ~]# vi /etc/my.cnf
1
#在/etc/my.cnf文件中的[mysqld]内添加以下内容2
character_set_server=utf83
init_connect='SET NAMES utf8'4
[root@master ~]# vi /etc/my.cnf6.6 添加root用户的远程登录权限 默认只允许root帐户在本地登录,如果要在其它机器上连接mysql,必须修改root允许远程连接,或者添加一个允许远程连接的帐户
#进入mysql[root@master ~]# mysql -uroot -p123456#修改root的远程访问权限#root代表用户名 , %代表任何主机都可以访问 , 123456为root访问的密码mysql> GRANT ALL PRIVILEGES ON *.* TO 'root'@'%' IDENTIFIED BY '123456' WITH GRANT OPTION;#flush privileges刷新MySQL的系统权限,使其即时生效,否则就重启服务器mysql> FLUSH PRIVILEGES;#退出mysql> exit;
1
#进入mysql2
[root@master ~]# mysql -uroot -p1234563
#修改root的远程访问权限4
#root代表用户名 , %代表任何主机都可以访问 , 123456为root访问的密码5
mysql> GRANT ALL PRIVILEGES ON *.* TO 'root'@'%' IDENTIFIED BY '123456' WITH GRANT OPTION;6
#flush privileges刷新MySQL的系统权限,使其即时生效,否则就重启服务器7
mysql> FLUSH PRIVILEGES;8
#退出9
mysql> exit;7. Hive安装 为了方便操作Hive的服务端和客户端均安装在master节点上 7.1 下载 下载地址:http://mirrors.hust.edu.cn/apache/hive/ 7.2 上传并解压
#创建Hive目录[root@master ~]# mkdir /opt/SoftWare/Hive#进入到Hive目录[root@master ~]# cd /opt/SoftWare/Hive#通过xshell工具上传至master主机[root@master Hive]# rz#解压[root@master Hive]# tar -zxvf apache-hive-2.3.2-bin.tar.gz#修改文件夹的名字[root@master Hive]# mv apache-hive-2.3.2-bin hive-2.3.2
1
#创建Hive目录2
[root@master ~]# mkdir /opt/SoftWare/Hive3
#进入到Hive目录4
[root@master ~]# cd /opt/SoftWare/Hive5
#通过xshell工具上传至master主机6
[root@master Hive]# rz7
#解压8
[root@master Hive]# tar -zxvf apache-hive-2.3.2-bin.tar.gz9
#修改文件夹的名字10
[root@master Hive]# mv apache-hive-2.3.2-bin hive-2.3.27.3 配置环境变量#打开配置文件[root@master Hive]# vi /etc/profile#在后面追加以下内容export HIVE_HOME=/opt/SoftWare/Hive/hive-2.3.2export PATH=$PATH:$HIVE_HOME/bin#使设置生效[root@master Hive]# source /etc/profile
1
#打开配置文件2
[root@master Hive]# vi /etc/profile3
#在后面追加以下内容4
export HIVE_HOME=/opt/SoftWare/Hive/hive-2.3.25
export PATH=$PATH:$HIVE_HOME/bin6
#使设置生效7
[root@master Hive]# source /etc/profile7.4 修改配置文件hive-site.xml 该文件不存在,需要复制hive-default.xml.template来创建#进入到hive-2.3.2目录[root@master Hive]# cd hive-2.3.2/#创建hive-site.xml文件[root@master hive-2.3.2]# cp conf/hive-default.xml.template conf/hive-site.xml[root@master hive-2.3.2]# vi conf/hive-site.xml#创建指定目录[root@master hive-2.3.2]# hadoop fs -mkdir -p /hive/tmp[root@master hive-2.3.2]# hadoop fs -mkdir -p /hive/logs[root@master hive-2.3.2]# hadoop fs -mkdir -p /hive/warehouse
1
#进入到hive-2.3.2目录2
[root@master Hive]# cd hive-2.3.2/3
#创建hive-site.xml文件4
[root@master hive-2.3.2]# cp conf/hive-default.xml.template conf/hive-site.xml5
[root@master hive-2.3.2]# vi conf/hive-site.xml6
#创建指定目录7
[root@master hive-2.3.2]# hadoop fs -mkdir -p /hive/tmp8
[root@master hive-2.3.2]# hadoop fs -mkdir -p /hive/logs9
[root@master hive-2.3.2]# hadoop fs -mkdir -p /hive/warehouse修改配置如下:<property><!--数据库连接地址,使用MySQL存储元数据信息--> <name>javax.jdo.option.ConnectionURL</name> <value>jdbc:mysql://master:3306/metastore?createDatabaseIfNotExist=true&useSSL=false</value></property> <property><!--数据库驱动--> <name>javax.jdo.option.ConnectionDriverName</name> <value>com.mysql.jdbc.Driver</value> </property> <property><!--数据库用户名--> <name>javax.jdo.option.ConnectionUserName</name> <value>root</value> <description>Username to use against metastore database</description> </property><property><!--密码--> <name>javax.jdo.option.ConnectionPassword</name> <value>123456</value> <description>password to use against metastore database</description> </property> <property><!--HDFS路径,用于存储不同 map/reduce 阶段的执行计划和这些阶段的中间输出结果。--> <name>hive.exec.local.scratchdir</name> <value>/hive/tmp</value> </property> <property><!--Hive 查询日志所在的目录,如果该值为空,将不创建查询日志。--> <name>hive.querylog.location</name> <value>/hive/logs</value> </property> <property><!--本地表的默认位置--> <name>hive.metastore.warehouse.dir</name> <value>/hive/warehouse</value> </property> <property> <name>hive.metastore.uris</name><!--Hive连接到该URI请求远程元存储的元数据--> <value>thrift://master:9083</value> </property> <property><!--关闭本地模式,此项不存在,需要自己添加--> <name>hive.metastore.local</name> <value>false</value> </property> <property> <name>hive.server2.logging.operation.log.location</name> <value>/hive/logs</value> </property><property> <name>hive.downloaded.resources.dir</name> <value>/hive/tmp/${hive.session.id}_resources</value> </property>
1
<property><!--数据库连接地址,使用MySQL存储元数据信息-->2
<name>javax.jdo.option.ConnectionURL</name>3
<value>jdbc:mysql://master:3306/metastore?createDatabaseIfNotExist=true&useSSL=false</value>4
</property>5
<property><!--数据库驱动-->6
<name>javax.jdo.option.ConnectionDriverName</name>7
<value>com.mysql.jdbc.Driver</value>8
</property>9
<property><!--数据库用户名-->10
<name>javax.jdo.option.ConnectionUserName</name>11
<value>root</value>12
<description>Username to use against metastore database</description>13
</property>14
<property><!--密码-->15
<name>javax.jdo.option.ConnectionPassword</name>16
<value>123456</value>17
<description>password to use against metastore database</description>18
</property>19
<property><!--HDFS路径,用于存储不同 map/reduce 阶段的执行计划和这些阶段的中间输出结果。-->20
<name>hive.exec.local.scratchdir</name>21
<value>/hive/tmp</value>22
</property>23
<property><!--Hive 查询日志所在的目录,如果该值为空,将不创建查询日志。-->24
<name>hive.querylog.location</name>25
<value>/hive/logs</value>26
</property>27
<property><!--本地表的默认位置-->28
<name>hive.metastore.warehouse.dir</name>29
<value>/hive/warehouse</value>30
</property>31
<property>32
<name>hive.metastore.uris</name><!--Hive连接到该URI请求远程元存储的元数据-->33
<value>thrift://master:9083</value>34
</property>35
<property><!--关闭本地模式,此项不存在,需要自己添加-->36
<name>hive.metastore.local</name>37
<value>false</value>38
</property>39
<property>40
<name>hive.server2.logging.operation.log.location</name>41
<value>/hive/logs</value>42
</property>43
<property>44
<name>hive.downloaded.resources.dir</name>45
<value>/hive/tmp/${hive.session.id}_resources</value>46
</property>7.5 修改配置文件[root@master hive-2.3.2]# vi bin/hive-config.sh#添加以下内容export JAVA_HOME=/opt/SoftWare/Java/jdk1.8.0_152export HADOOP_HOME=/opt/SoftWare/Hadoop/hadoop-2.7.5export HIVE_HOME=/opt/SoftWare/Hive/hive-2.3.2
1
[root@master hive-2.3.2]# vi bin/hive-config.sh2
#添加以下内容3
export JAVA_HOME=/opt/SoftWare/Java/jdk1.8.0_1524
export HADOOP_HOME=/opt/SoftWare/Hadoop/hadoop-2.7.55
export HIVE_HOME=/opt/SoftWare/Hive/hive-2.3.27.6 复制MySQL的驱动jar到hive/lib目录[root@master hive-2.3.2]# cd lib[root@master lib]# rz
1
[root@master hive-2.3.2]# cd lib2
[root@master lib]# rz7.7 对Hive进行初始化并启动Hive[root@master lib]# cd $HIVE_HOME/bin[root@master bin]# schematool -initSchema -dbType mysql#出现以下信息代表初始化成功SLF4J: Class path contains multiple SLF4J bindings.SLF4J: Found binding in [jar:file:/opt/SoftWare/Hive/hive-2.3.2/lib/log4j-slf4j-impl-2.6.2.jar!/org/slf4j/impl/StaticLoggerBinder.class]SLF4J: Found binding in [jar:file:/opt/SoftWare/Hadoop/hadoop-2.7.5/share/hadoop/common/lib/slf4j-log4j12-1.7.10.jar!/org/slf4j/impl/StaticLoggerBinder.class]SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.SLF4J: Actual binding is of type [org.apache.logging.slf4j.Log4jLoggerFactory]Metastore connection URL: jdbc:mysql://master:3306/metastore?createDatabaseIfNotExist=trueMetastore Connection Driver : com.mysql.jdbc.DriverMetastore connection User: rootSun Mar 04 15:30:33 CST 2018 WARN: Establishing SSL connection without server's identity verification is not recommended. According to MySQL 5.5.45+, 5.6.26+ and 5.7.6+ requirements SSL connection must be established by default if explicit option isn't set. For compliance with existing applications not using SSL the verifyServerCertificate property is set to 'false'. You need either to explicitly disable SSL by setting useSSL=false, or set useSSL=true and provide truststore for server certificate verification.Starting metastore schema initialization to 2.3.0Initialization script hive-schema-2.3.0.mysql.sqlSun Mar 04 15:30:34 CST 2018 WARN: Establishing SSL connection without server's identity verification is not recommended. According to MySQL 5.5.45+, 5.6.26+ and 5.7.6+ requirements SSL connection must be established by default if explicit option isn't set. For compliance with existing applications not using SSL the verifyServerCertificate property is set to 'false'. You need either to explicitly disable SSL by setting useSSL=false, or set useSSL=true and provide truststore for server certificate verification.Initialization script completedSun Mar 04 15:30:36 CST 2018 WARN: Establishing SSL connection without server's identity verification is not recommended. According to MySQL 5.5.45+, 5.6.26+ and 5.7.6+ requirements SSL connection must be established by default if explicit option isn't set. For compliance with existing applications not using SSL the verifyServerCertificate property is set to 'false'. You need either to explicitly disable SSL by setting useSSL=false, or set useSSL=true and provide truststore for server certificate verification.schemaTool completed#启动hive服务端[root@master bin]# hive --service metastore#启动Hive客户端[root@master bin]# hive#输入show tables;显示以下信息,说明Hive已经启动hive> show tables;OKTime taken: 1.594 seconds
1
[root@master lib]# cd $HIVE_HOME/bin2
[root@master bin]# schematool -initSchema -dbType mysql3
#出现以下信息代表初始化成功4
SLF4J: Class path contains multiple SLF4J bindings.5
SLF4J: Found binding in [jar:file:/opt/SoftWare/Hive/hive-2.3.2/lib/log4j-slf4j-impl-2.6.2.jar!/org/slf4j/impl/StaticLoggerBinder.class]6
SLF4J: Found binding in [jar:file:/opt/SoftWare/Hadoop/hadoop-2.7.5/share/hadoop/common/lib/slf4j-log4j12-1.7.10.jar!/org/slf4j/impl/StaticLoggerBinder.class]7
SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.8
SLF4J: Actual binding is of type [org.apache.logging.slf4j.Log4jLoggerFactory]9
Metastore connection URL: jdbc:mysql://master:3306/metastore?createDatabaseIfNotExist=true10
Metastore Connection Driver : com.mysql.jdbc.Driver11
Metastore connection User: root12
Sun Mar 04 15:30:33 CST 2018 WARN: Establishing SSL connection without server's identity verification is not recommended. According to MySQL 5.5.45+, 5.6.26+ and 5.7.6+ requirements SSL connection must be established by default if explicit option isn't set. For compliance with existing applications not using SSL the verifyServerCertificate property is set to 'false'. You need either to explicitly disable SSL by setting useSSL=false, or set useSSL=true and provide truststore for server certificate verification.13
Starting metastore schema initialization to 2.3.014
Initialization script hive-schema-2.3.0.mysql.sql15
Sun Mar 04 15:30:34 CST 2018 WARN: Establishing SSL connection without server's identity verification is not recommended. According to MySQL 5.5.45+, 5.6.26+ and 5.7.6+ requirements SSL connection must be established by default if explicit option isn't set. For compliance with existing applications not using SSL the verifyServerCertificate property is set to 'false'. You need either to explicitly disable SSL by setting useSSL=false, or set useSSL=true and provide truststore for server certificate verification.16
Initialization script completed17
Sun Mar 04 15:30:36 CST 2018 WARN: Establishing SSL connection without server's identity verification is not recommended. According to MySQL 5.5.45+, 5.6.26+ and 5.7.6+ requirements SSL connection must be established by default if explicit option isn't set. For compliance with existing applications not using SSL the verifyServerCertificate property is set to 'false'. You need either to explicitly disable SSL by setting useSSL=false, or set useSSL=true and provide truststore for server certificate verification.18
schemaTool completed19
#启动hive服务端20
[root@master bin]# hive --service metastore21
#启动Hive客户端22
[root@master bin]# hive23
#输入show tables;显示以下信息,说明Hive已经启动24
hive> show tables;25
OK26
Time taken: 1.594 seconds
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