WEB开发在进行大数据,和高并发难免会碰到服务器瓶颈和数据库瓶颈,这就需要负载了,前端负载,数据库负载均衡。一般情况是前端做反向代理,后端做数据库集群,就是数据库的HA(High Available)。略懂一些,一下是一些个人看法,仅供初级接触的人的一些看法。
一般情况mysql在高数据存储和高并发查询,会做我们常说的“读写分离”,上次某个人跟我念叨了好久的“分库分表”其实就是数据库集群,其实他自己没有把本质说清楚。一般读写分离,就是分主库和从库,也就是master和slave集群,分库有垂直和水平划分两种,按照业务需求自由灵活配置,mysql提供简单易于配置的HA方案。先上一张图,图片从其它地方找的,自己懒得画:
关于mysql 主从配置,了解之后真的超简单下面来个简单的试水:
1.我们先来两个服务器,一个做主,一个做从,一般我就用虚拟机了,这里省略虚拟机的安装过程,我用的是vmvare
楼主用的unbuntu,其它的可自行选择OS。
2,。环境准备阶段,两台都装上mysql。下载mysql客户端,
unbuntu对应的mysql版本在官网是deb格式,deb格式的包安装的时候是会相互依赖的,所以下bundle那个打包在一起的包,然后解压(tar zxvf *.gz),安装的时候用dpkg -i *.deb ,这样就不用去管各个deb的依赖关系了。
mysql安装完成了,检查到了启动进程。
也能正常登陆,两台机器都昨晚此操作之后,开始下一步。主从配置:
我这里有112,108两台服务器,例子上,我们就把112作为master,108作为slave构建主从复制。
进入112的mysql配置:
这里有两个关键配置:打开数据库二进制日志log-bin配置,配置serverID,作为集群的mysql,每台都要有个唯一的不为0的serverid,默认不配置是0.配置同步数据库binlog-do-db等等,character_set_server=utf8这个是用来启动设置字符集的,防止中文乱码的。默认貌似是latin。
从的配置:
大致差不多。注意主从的数据库映射,这里两边都是建了一个叫project的SCHEMA
在做HA之前,先确保环境正确,让两台mysql相互访问没有问题。
1.关闭两台机器的放火墙 unbuntu的是ufw disable。
2.给予本地mysql服务器允许远程用户访问。一劳永逸就这样,楼主真的很懒,没有做什么用户角色划分。全是用root。
用root进入控制台,进入mysql schema,讲user表中root对应这条记录的host改为%,这样root用户就能以任何IP登录到这台服务器了。两台服务器都做这个操作。
做完之后确保端口什么的都能访问。
接下来在从数据库执行:
change master to master_host='192.168.11.112',master_user='root',master_password='111111',master_log_file='mysql-bin.000005',master_log_pos=154;
建立映射关系。
这里master_log_pos如果有问题。可以去master查看,然后再做同步:
这里可以看到主服务器的日志文件名字,postion。如果不行,重新做上面映射,在做之前可以先停止从服务器的同步。
重新按照master的位置执行change master 。。。之后再启动slave 同步
112主数据库创建一张表,去从数据库查看
从数据库可以看到了:
增删改就不一一列举了。
下面看一个简单的springmvc的项目构建:maven快速构建一个springmvc项目
新建一个maven工程,配置POM。楼主,用的东西比较多,杂,当做模板工程,是个大杂烩,spring,hibernate,mybatis,kafka,activemq,c3p0,drui各种乱七八糟的都拿来了。
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd"> <modelVersion>4.0.0</modelVersion> <groupId>lopsaweb</groupId> <artifactId>lopsa</artifactId> <packaging>war</packaging> <version>1.0.0</version> <name>lopsa Maven Webapp</name> <url>http://maven.apache.org</url> <properties> <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding> <springversion>3.1.1.RELEASE</springversion> <junitversion>3.8.1</junitversion> <!-- mybatis版本号 --> <mybatis.version>3.2.4</mybatis.version> </properties> <dependencies> <!-- <dependency> <groupId>junit</groupId> <artifactId>junit</artifactId> <version>${junitversion}</version> <scope>test</scope> </dependency> --> <!-- https://mvnrepository.com/artifact/javax.servlet/servlet-api <dependency> <groupId>javax.servlet</groupId> <artifactId>servlet-api</artifactId> <version>2.5</version> </dependency> --> <dependency> <groupId>org.springframework</groupId> <artifactId>spring-jdbc</artifactId> <version>3.1.1.RELEASE</version> </dependency> <dependency> <groupId>org.springframework</groupId> <artifactId>spring-webmvc</artifactId> <version>3.1.1.RELEASE</version> </dependency> <!-- https://mvnrepository.com/artifact/org.javassist/javassist --> <dependency> <groupId>org.javassist</groupId> <artifactId>javassist</artifactId> <version>3.20.0-GA</version> </dependency> <!-- https://mvnrepository.com/artifact/org.hibernate/hibernate-core --> <dependency> <groupId>org.hibernate</groupId> <artifactId>hibernate-core</artifactId> <version>3.6.0.Final</version> </dependency> <!-- spring hibernate 整合包 --> <!-- https://mvnrepository.com/artifact/org.springframework/spring-orm --> <dependency> <groupId>org.springframework</groupId> <artifactId>spring-orm</artifactId> <version>3.1.1.RELEASE</version> </dependency> <!-- mybatis核心包 --> <dependency> <groupId>org.mybatis</groupId> <artifactId>mybatis</artifactId> <version>${mybatis.version}</version> </dependency> <!-- mybatis/spring包 --> <dependency> <groupId>org.mybatis</groupId> <artifactId>mybatis-spring</artifactId> <version>1.2.2</version> </dependency> <!-- mysql驱动包 --> <dependency> <groupId>mysql</groupId> <artifactId>mysql-connector-java</artifactId> <version>5.1.29</version> </dependency> <!--druid --> <dependency> <groupId>com.alibaba</groupId> <artifactId>druid</artifactId> <version>1.0.11</version> </dependency> <!-- https://mvnrepository.com/artifact/c3p0/c3p0 --> <dependency> <groupId>c3p0</groupId> <artifactId>c3p0</artifactId> <version>0.9.1.2</version> </dependency> <!-- apache activemq --> <dependency> <groupId>org.apache.activemq</groupId> <artifactId>activemq-all</artifactId> <version>5.14.1</version> </dependency> <!--apache kafka --> <!-- https://mvnrepository.com/artifact/org.apache.kafka/kafka_2.10 --> <dependency> <groupId>org.apache.kafka</groupId> <artifactId>kafka_2.10</artifactId> <version>0.10.0.0</version> </dependency> <dependency> <groupId>log4j</groupId> <artifactId>log4j</artifactId> <version>1.2.9</version> </dependency> <dependency> <groupId>cglib</groupId> <artifactId>cglib</artifactId> <version>2.2.2</version> </dependency> <!-- https://mvnrepository.com/artifact/org.apache.httpcomponents/httpclient --> <dependency> <groupId>org.apache.httpcomponents</groupId> <artifactId>httpclient</artifactId> <version>4.5</version> </dependency> <!-- https://mvnrepository.com/artifact/org.jsoup/jsoup --> <dependency> <groupId>org.jsoup</groupId> <artifactId>jsoup</artifactId> <version>1.8.3</version> </dependency> </dependencies> <build> <finalName>lopsa</finalName> </build> </project>
xml: 配置1 springmvc页面映射,数据库事务,注解扫描等等
<?xml version="1.0" encoding="UTF-8"?> <beans xmlns="http://www.springframework.org/schema/beans" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:p="http://www.springframework.org/schema/p" xmlns:context="http://www.springframework.org/schema/context" xmlns:aop="http://www.springframework.org/schema/aop" xmlns:tx="http://www.springframework.org/schema/tx" xsi:schemaLocation="http://www.springframework.org/schema/beans http://www.springframework.org/schema/beans/spring-beans.xsd http://www.springframework.org/schema/context http://www.springframework.org/schema/context/spring-context.xsd http://www.springframework.org/schema/tx http://www.springframework.org/schema/tx/spring-tx.xsd http://www.springframework.org/schema/aop http://www.springframework.org/schema/aop/spring-aop.xsd " > <!-- 开启注解 --> <bean class="org.springframework.web.servlet.mvc.annotation.AnnotationMethodHandlerAdapter" /> <bean id="viewResolver" class="org.springframework.web.servlet.view.InternalResourceViewResolver"> <property name="prefix" value="/WEB-INF/view/" /> <property name="suffix" value=".jsp" /> </bean> <context:component-scan base-package="com.mvcpro" /> <!-- 对数据源进行事务管理 --> <bean id="transactionManager" class="org.springframework.jdbc.datasource.DataSourceTransactionManager" p:dataSource-ref="druidDataSource_local" /> <!-- 用注解来实现事务管理 --> <tx:annotation-driven transaction-manager="transactionManager" proxy-target-class="true"/> </beans>
xml配置2:hibernate相关配置
<?xml version="1.0" encoding="UTF-8"?> <beans xmlns="http://www.springframework.org/schema/beans" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:p="http://www.springframework.org/schema/p" xmlns:context="http://www.springframework.org/schema/context" xmlns:aop="http://www.springframework.org/schema/aop" xmlns:tx="http://www.springframework.org/schema/tx" xsi:schemaLocation="http://www.springframework.org/schema/beans http://www.springframework.org/schema/beans/spring-beans.xsd http://www.springframework.org/schema/context http://www.springframework.org/schema/context/spring-context.xsd http://www.springframework.org/schema/tx http://www.springframework.org/schema/tx/spring-tx.xsd http://www.springframework.org/schema/aop http://www.springframework.org/schema/aop/spring-aop.xsd "> <!-- hibernate 相关 --> <!-- Hibernate session factory --> <bean id="sessionFactory" class="org.springframework.orm.hibernate3.annotation.AnnotationSessionFactoryBean"> <property name="dataSource"> <ref bean="druidDataSource_master" /> </property> <property name="hibernateProperties"> <props> <prop key="hibernate.dialect">org.hibernate.dialect.MySQLDialect</prop> <prop key="hibernate.hbm2ddl.auto">create</prop> </props> </property> <property name="annotatedClasses"> <list> <value>com.mvcpro.hibernate.entity.User</value> </list> </property> </bean> </beans>
xml配置3:mybatis相关
<?xml version="1.0" encoding="UTF-8"?> <beans xmlns="http://www.springframework.org/schema/beans" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:p="http://www.springframework.org/schema/p" xmlns:context="http://www.springframework.org/schema/context" xmlns:aop="http://www.springframework.org/schema/aop" xmlns:tx="http://www.springframework.org/schema/tx" xsi:schemaLocation="http://www.springframework.org/schema/beans http://www.springframework.org/schema/beans/spring-beans.xsd http://www.springframework.org/schema/context http://www.springframework.org/schema/context/spring-context.xsd http://www.springframework.org/schema/tx http://www.springframework.org/schema/tx/spring-tx.xsd http://www.springframework.org/schema/aop http://www.springframework.org/schema/aop/spring-aop.xsd " > <!-- 注入从数据库 用来读取数据 mybatis文件配置,扫描所有mapper文件--> <bean id="sqlSessionFactory" class="org.mybatis.spring.SqlSessionFactoryBean" p:dataSource-ref="druidDataSource_slave" p:configLocation="/WEB-INF/mybatis/mybatis-config.xml" p:mapperLocations="classpath:com/mvcpro/model/*.xml" /> <bean id="sqlSession" class="org.mybatis.spring.SqlSessionTemplate"> <constructor-arg index="0" ref="sqlSessionFactory" /> </bean> </beans>
基本构思,是hibernate用来写主库,mybatis用来读从库;其实为了分散压力,可能会用hash用到多个master库对应多个slave库,写库通过hash算法分散到master数据库集群,读库通过hash检索到slave库集群,这大概就是数据库读写分离了吧。
小应用:
为了实现两台机器同步执行脚本,利用activemq队列消息机制做了一个同步脚本,首先写个接受消息的客户端,队列可配置:
GetMessage.java
package salveorder; import java.io.BufferedInputStream; import java.io.FileInputStream; import java.io.IOException; import java.io.InputStream; import java.util.ArrayList; import java.util.Arrays; import java.util.Properties; import java.util.concurrent.TimeUnit; import javax.jms.Connection; import javax.jms.Destination; import javax.jms.JMSException; import javax.jms.Message; import javax.jms.MessageConsumer; import javax.jms.MessageListener; import javax.jms.ObjectMessage; import javax.jms.Session; import org.apache.activemq.ActiveMQConnectionFactory; import org.springframework.beans.BeanUtils; import entity.LinuxMessage; /** * 接受命令消息 * @author Henry * */ public class GetMessage extends Thread { private static String quename; @Override public void run(){ System.out.println("正在接收队列:"+quename); while(true){ receiveMessage(this.quename); } } public void receiveMessage(String quename){ //ArrayList<LinuxMessage> list=new ArrayList<>(); //LinuxMessage messageet=new LinuxMessage(); try{ ActiveMQConnectionFactory connectionFactory = new ActiveMQConnectionFactory("tcp://192.168.11.106:61616"); connectionFactory.setTrustedPackages(new ArrayList(Arrays.asList("entity".split(",")))); Connection connection = connectionFactory.createConnection(); connection.start(); final Session session = connection.createSession(Boolean.TRUE, Session.AUTO_ACKNOWLEDGE); Destination destination = session.createQueue(quename); MessageConsumer consumer = session.createConsumer(destination); //listener 方式 consumer.setMessageListener(new MessageListener() { public void onMessage(Message msg) { ObjectMessage message = (ObjectMessage) msg; //TODO something.... try { // User user = (User) message.getObject(); LinuxMessage lxmessage= (LinuxMessage) message.getObject(); System.out.println("收到消息:"+lxmessage.getMessage()); // ExcOrderService.excuteLinuxOrderRuntime(lxmessage); System.out.println("处理:"+lxmessage.getMessage()); } catch (Exception e1) { // TODO Auto-generated catch block e1.printStackTrace(); } try { session.commit(); } catch (JMSException e) { // TODO Auto-generated catch block e.printStackTrace(); } } }); TimeUnit.MINUTES.sleep(1); session.close(); connection.close(); }catch (Exception e) { // TODO Auto-generated catch block e.printStackTrace(); } } public static void main(String[] args){ Properties p = new Properties(); try { InputStream in = new BufferedInputStream(new FileInputStream("D:/dev/allspace/OrderExc/src/salveorder/config.properties")); //InputStream in = ClassLoader.getSystemResourceAsStream("D:/dev/allspace/OrderExc/src/salveorder/config.properties"); //InputStream in = new BufferedInputStream(new FileInputStream("/home/app/OrderExc_lib/config.properties")); p.load(in); quename=(String) p.get("queueName"); GetMessage gtmessage=new GetMessage(); //gtmessage.receiveMessage(); new Thread(gtmessage).run(); } catch (Exception e) { // TODO Auto-generated catch block e.printStackTrace(); } } }
其实这里IP也可以做成配置的:
package salveorder; import java.io.BufferedInputStream; import java.io.IOException; import java.io.InputStream; import entity.LinuxMessage; public class ExcOrderService { public static void excuteLinuxOrder(LinuxMessage message) { ProcessBuilder processBuilder = new ProcessBuilder(message.getMessage()); // ...其它参数添加 // processBuilder.command(commands); // processBuilder.directory(path);//切换工作目录 processBuilder.redirectErrorStream(true); try { Process process = processBuilder.start(); } catch (IOException e) { // TODO Auto-generated catch block e.printStackTrace(); } } public static void excuteLinuxOrderRuntime(LinuxMessage message) { Process ps; try { ps = Runtime.getRuntime().exec(message.getMessage()); System.out.print(loadStream(ps.getInputStream())); System.err.print(loadStream(ps.getErrorStream())); } catch (IOException e) { // TODO Auto-generated catch block e.printStackTrace(); } } static String loadStream(InputStream in) throws IOException { int ptr = 0; in = new BufferedInputStream(in); StringBuffer buffer = new StringBuffer(); while( (ptr = in.read()) != -1 ) { buffer.append((char)ptr); } return buffer.toString(); } }
ExcOrderService.java 调用linux本地shell脚本
package salveorder; import java.io.BufferedInputStream; import java.io.IOException; import java.io.InputStream; import entity.LinuxMessage; public class ExcOrderService { public static void excuteLinuxOrder(LinuxMessage message) { ProcessBuilder processBuilder = new ProcessBuilder(message.getMessage()); // ...其它参数添加 // processBuilder.command(commands); // processBuilder.directory(path);//切换工作目录 processBuilder.redirectErrorStream(true); try { Process process = processBuilder.start(); } catch (IOException e) { // TODO Auto-generated catch block e.printStackTrace(); } } public static void excuteLinuxOrderRuntime(LinuxMessage message) { Process ps; try { ps = Runtime.getRuntime().exec(message.getMessage()); System.out.print(loadStream(ps.getInputStream())); System.err.print(loadStream(ps.getErrorStream())); } catch (IOException e) { // TODO Auto-generated catch block e.printStackTrace(); } } static String loadStream(InputStream in) throws IOException { int ptr = 0; in = new BufferedInputStream(in); StringBuffer buffer = new StringBuffer(); while( (ptr = in.read()) != -1 ) { buffer.append((char)ptr); } return buffer.toString(); } }
LinuxMessage.java 传输对象
package entity; import java.io.Serializable; public class LinuxMessage implements Serializable{ /** * */ private static final long serialVersionUID = 1L; private String message; public String getMessage() { return message; } public void setMessage(String message) { this.message = message; } }
config.properties 队列名称配置
比如112,108配置两个不同的队列,分别给这两个队列发送脚本命令,比如启动两台机器的tomcat。
#activemq topic queueName=Linux1
代码打包成执行jar
讲脚本命令编辑成可执行文件 放到目录中,注意文件的权限
activemq的安装启动,楼主是装在本地windows上的,下载zip包解压,更改配置:
更改activemq.xml里面的tcp监听不然只能监听到本地的请求:
启动activemq服务
运行112,108打包的接收消息服务jar
执行启动112,108的tomcat,同理实现远程执行脚本。
package masterOrder; import javax.jms.Connection; import javax.jms.ConnectionFactory; import javax.jms.DeliveryMode; import javax.jms.Destination; import javax.jms.MessageProducer; import javax.jms.ObjectMessage; import javax.jms.Session; import org.apache.activemq.ActiveMQConnectionFactory; import entity.LinuxMessage; public class SendMessage { public void sendMessage(LinuxMessage message){ ConnectionFactory connectionFactory = new ActiveMQConnectionFactory("tcp://127.0.0.1:61616"); Connection connection; try { connection = connectionFactory.createConnection(); connection.start(); Session session = connection.createSession(Boolean.TRUE, Session.AUTO_ACKNOWLEDGE); Destination destination1 = session.createQueue("Linux1.foo"); Destination destination2 = session.createQueue("Linux2.foo"); MessageProducer producer1 = session.createProducer(destination1); MessageProducer producer2 = session.createProducer(destination2); producer1.setDeliveryMode(DeliveryMode.PERSISTENT); producer2.setDeliveryMode(DeliveryMode.PERSISTENT); ObjectMessage messageobj = session.createObjectMessage(); messageobj.setObject(message); // producer1.send(messageobj); producer2.send(messageobj); session.commit(); session.close(); connection.close(); } catch (Exception e) { // TODO Auto-generated catch block e.printStackTrace(); } } public static void main(String[] args){ SendMessage sdmessage=new SendMessage(); LinuxMessage message=new LinuxMessage(); //message.setMessage("sh startup.sh;"); //message.setMessage("./stopTomcat.sh"); message.setMessage("./startTomcat.sh"); //message.setMessage("cd /home/sofvare/apache-tomcat-7.0.59/bin/;pwd;"); sdmessage.sendMessage(message); } }
ok,成功执行了!
另外上传项目的时候,可以把112和108做个共享存储,做mount远程文件夹,两台机器都要装nfs服务,unbuntu装起来非常简单 apt-get install nfs-common、service nfs-kernel-server restart,这样就只用上传一次即可,tomcat链路都指向共享存储路径,楼主讲108的/home/app/project 挂到了112的/home/app/project 下了,这样上传文件只用上传一份即可,理想情况可将112在和本地eclipse的编译环境做个共享推送,这样实现本地编译,三机一键启动。
nginx反向代理:
下载nginx 包:tar 解压
./configure; make ; make install;三步走
安装完成,配置:
以上都是简单配置,更多详细配置,根据需求配置。