• SpringCloud微服务之Ribbon负载均衡(一)


    什么是微服务?什么是SpringCloud?

     微服务是一种架构的模式,它提倡将一个应用程序划分成很多个微小的服务,服务与服务之间相互协调、相互配合。每个服务运行都是一个独立的进程,服务与服务之间采用轻量级的通讯机制相互沟通。简单的来说就是将一个庞大的复杂的单体应用进行划分成n多个微小的服务(一个服务负责一个业务),各个微服务都被独立的部署。

     微服务与集群的区别是,微服务的每一个部署的服务都是不相同的,而集群部署的每一个服务都是相同的。

     Spring Cloud是一个微服务框架,相比Dubbo等RPC框架,Spring Cloud提供的全套的分布式系统解决方案。它是在SpringBoot的基础上构建的。SpringCloud的五大神兽分别是Eureka、Ribbon、Feign、Hystrix、Zuul。

    环境搭建

    版本说明

    springboot:2.0.3

    springcloud:Finchley

    创建一个父工程(maven项目)

     

     选择maven,点击next

     

     然后点击完成

     修改父工程pom.xml

    <?xml version="1.0" encoding="UTF-8"?>
    <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/xsd/maven-4.0.0.xsd">
        <modelVersion>4.0.0</modelVersion>
    
        <groupId>com.lzh</groupId>
        <artifactId>my-springcloud-01</artifactId>
        <packaging>pom</packaging>
        <version>1.0-SNAPSHOT</version>
    
    
        <properties>
            <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
            <maven.compiler.source>1.8</maven.compiler.source>
            <maven.compiler.target>1.8</maven.compiler.target>
            <junit.version>4.12</junit.version>
            <log4j.version>1.2.17</log4j.version>
            <lombok.version>1.16.18</lombok.version>
        </properties>
    
        <dependencyManagement>
            <dependencies>
                <dependency>
                    <groupId>org.springframework.cloud</groupId>
                    <artifactId>spring-cloud-dependencies</artifactId>
                    <version>Finchley.RELEASE</version>
                    <!--<version>Dalston.SR1</version>-->
                    <type>pom</type>
                    <scope>import</scope>
                </dependency>
                <dependency>
                    <groupId>org.springframework.boot</groupId>
                    <artifactId>spring-boot-dependencies</artifactId>
                    <version>2.0.3.RELEASE</version>
                    <type>pom</type>
                    <scope>import</scope>
                </dependency>
                <dependency>
                    <groupId>mysql</groupId>
                    <artifactId>mysql-connector-java</artifactId>
                    <version>5.0.4</version>
                </dependency>
                <dependency>
                    <groupId>com.alibaba</groupId>
                    <artifactId>druid</artifactId>
                    <version>1.0.31</version>
                </dependency>
                <dependency>
                    <groupId>org.mybatis.spring.boot</groupId>
                    <artifactId>mybatis-spring-boot-starter</artifactId>
                    <version>1.3.0</version>
                </dependency>
                <dependency>
                    <groupId>ch.qos.logback</groupId>
                    <artifactId>logback-core</artifactId>
                    <version>1.2.3</version>
                </dependency>
                <dependency>
                    <groupId>junit</groupId>
                    <artifactId>junit</artifactId>
                    <version>${junit.version}</version>
                    <scope>test</scope>
                </dependency>
                <dependency>
                    <groupId>log4j</groupId>
                    <artifactId>log4j</artifactId>
                    <version>${log4j.version}</version>
                </dependency>
            </dependencies>
        </dependencyManagement>
    
        <build>
            <finalName>microservicecloud</finalName>
            <resources>
                <resource>
                    <directory>src/main/resources</directory>
                    <filtering>true</filtering>
                </resource>
            </resources>
            <plugins>
                <plugin>
                    <groupId>org.apache.maven.plugins</groupId>
                    <artifactId>maven-resources-plugin</artifactId>
                    <configuration>
                        <delimiters>
                            <delimit>$</delimit>
                        </delimiters>
                    </configuration>
                </plugin>
            </plugins>
        </build>
    
    
    </project>

     创建子工程(maven项目)

    工程名称:microservice-consumer-80

    pom.xml文件

    <?xml version="1.0" encoding="UTF-8"?>
    <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/xsd/maven-4.0.0.xsd">
        <parent>
            <artifactId>my-springcloud-01</artifactId>
            <groupId>com.lzh</groupId>
            <version>1.0-SNAPSHOT</version>
        </parent>
        <modelVersion>4.0.0</modelVersion>
    
        <artifactId>microservice-consumer-80</artifactId>
    
        <dependencies>
            <dependency>
                <groupId>com.lzh</groupId>
                <artifactId>microservice-api</artifactId>
                <version>1.0-SNAPSHOT</version>
            </dependency>
            <dependency>
                <groupId>org.springframework.cloud</groupId>
                <artifactId>spring-cloud-starter-netflix-eureka-client</artifactId>
            </dependency>
    
            <!-- 整合ribbon -->
            <dependency>
                <groupId>org.springframework.cloud</groupId>
                <artifactId>spring-cloud-starter-netflix-ribbon</artifactId>
            </dependency>
    
            <dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-starter-web</artifactId>
            </dependency>
    
            <dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-starter-actuator</artifactId>
            </dependency>
        </dependencies>
    
    </project>

    编码实现

    在主启动类上加上@EnableDiscoveryClient注解

    创建一个配置文件ConfigBean.java,new一个RestTemplate远程调用模板,加入@LoadBalanced注解,开启负载均衡

    import org.springframework.cloud.client.loadbalancer.LoadBalanced;
    import org.springframework.context.annotation.Bean;
    import org.springframework.context.annotation.Configuration;
    import org.springframework.web.client.RestTemplate;
    
    /**
     * @author lzh
     * create 2019-11-05-9:58
     */
    @Configuration
    public class ConfigBean {
    
        @Bean
        //加入负载均衡
        //Spring Cloud Ribbon是基于Netflix Ribbon实现的一套客户端    负载均衡的工具
        @LoadBalanced
        public RestTemplate getRestTemplate(){
            return new RestTemplate();
        }
    
    }

    在服务层DeptServiceImpl.java类中用RestTemplate模板工具调用,这里使用服务名称调用,如果服务名称相同,则会进行顺序轮询调用 

    import com.lzh.cloud.model.Dept;
    import com.lzh.cloud.service.DeptService;
    import org.springframework.beans.factory.annotation.Autowired;
    import org.springframework.stereotype.Service;
    import org.springframework.web.client.RestTemplate;
    
    import java.util.List;
    
    /**
     * @author lzh
     * create 2019-11-05-10:27
     */
    @Service
    public class DeptServiceImpl implements DeptService {
    
    
        /**
         * 使用restTemplate访问restful接口非常的简单粗暴无脑。
         * (url, requestMap, ResponseBean.class)这三个参数分别代表
         * REST请求地址、请求参数、HTTP响应转换被转换成的对象类型。
         */
        @Autowired
        private RestTemplate restTemplate;
    
        //private static final String REST_URL_PREFIX = "http://localhost:8001";
        private static final String REST_URL_PREFIX = "http://MICROSERVICECLOUD-DEPT";
    
        @Override
        public boolean add(Dept dept) {
            return restTemplate.postForObject(REST_URL_PREFIX + "/dept/add", dept, Boolean.class);
        }
    
        @Override
        public Dept get(Long id) {
            return restTemplate.getForObject(REST_URL_PREFIX + "/dept/get/" + id, Dept.class);
        }
    
        @Override
        public List<Dept> list() {
            return restTemplate.getForObject(REST_URL_PREFIX + "/dept/list/", List.class);
        }
    
        @Override
        public Object discovery() {
            return restTemplate.getForObject(REST_URL_PREFIX + "/dept/discovery", Object.class);
        }
    }

    自定义轮询规则

    在主启动类的前一个包创建一个配置MySelRule类,注意不要跟主启动类同包或者在主启动类的子包中创建

    import com.netflix.loadbalancer.IRule;
    import org.springframework.context.annotation.Bean;
    import org.springframework.context.annotation.Configuration;
    
    /**
     * @author lzh
     * create 2019-05-19-17:10
     */
    
    @Configuration
    public class MySelfRule {
    
        @Bean
        public IRule myRule(){
            //return new RandomRule(); //Ribbon默认是轮询,我自定义为随机
            //return new RoundRobinRule(); //Ribbon默认是轮询,我自定义为随机
    
            return new RandomRule_LZH(); // 我自定义为每台机器5次
        }
    
    }

     参照源码,自定义轮询算法RandomRule_LZH.java 

    import com.netflix.client.config.IClientConfig;
    import com.netflix.loadbalancer.AbstractLoadBalancerRule;
    import com.netflix.loadbalancer.ILoadBalancer;
    import com.netflix.loadbalancer.Server;
    
    import java.util.List;
    
    public class RandomRule_LZH extends AbstractLoadBalancerRule {
    
        // total = 0 // 当total==5以后,我们指针才能往下走,
        // index = 0 // 当前对外提供服务的服务器地址,
        // total需要重新置为零,但是已经达到过一个5次,我们的index = 1
        // 分析:我们5次,但是微服务只有8001 8002 8003 三台,OK?
        //
    
    
        private int total = 0;            // 总共被调用的次数,目前要求每台被调用5次
        private int currentIndex = 0;    // 当前提供服务的机器号
    
        public Server choose(ILoadBalancer lb, Object key) {
            if (lb == null) {
                return null;
            }
            Server server = null;
    
            while (server == null) {
                if (Thread.interrupted()) {
                    return null;
                }
                List<Server> upList = lb.getReachableServers();
                List<Server> allList = lb.getAllServers();
    
                int serverCount = allList.size();
                if (serverCount == 0) {
                    /*
                     * No servers. End regardless of pass, because subsequent passes only get more
                     * restrictive.
                     */
                    return null;
                }
    
    //            int index = rand.nextInt(serverCount);// java.util.Random().nextInt(3);
    //            server = upList.get(index);
    
    
    //            private int total = 0;             // 总共被调用的次数,目前要求每台被调用5次
    //            private int currentIndex = 0;    // 当前提供服务的机器号
                if (total < 5) {
                    server = upList.get(currentIndex);
                    total++;
                } else {
                    total = 0;
                    currentIndex++;
                    if (currentIndex >= upList.size()) {
                        currentIndex = 0;
                    }
                }
    
    
                if (server == null) {
                    /*
                     * The only time this should happen is if the server list were somehow trimmed.
                     * This is a transient condition. Retry after yielding.
                     */
                    Thread.yield();
                    continue;
                }
    
                if (server.isAlive()) {
                    return (server);
                }
    
                // Shouldn't actually happen.. but must be transient or a bug.
                server = null;
                Thread.yield();
            }
    
            return server;
    
        }
    
        @Override
        public Server choose(Object key) {
            return choose(getLoadBalancer(), key);
        }
    
        @Override
        public void initWithNiwsConfig(IClientConfig clientConfig) {
            // TODO Auto-generated method stub
    
        }
    
    }

    最后不要忘了在主启动类加上注解,使用自定义轮询算法configuration = MySelfRule.class

    import org.springframework.boot.SpringApplication;
    import org.springframework.boot.autoconfigure.SpringBootApplication;
    import org.springframework.cloud.client.discovery.EnableDiscoveryClient;
    import org.springframework.cloud.netflix.eureka.EnableEurekaClient;
    
    
    /**
     * @author lzh
     * create 2019-11-04-22:26
     */
    @SpringBootApplication
    @EnableEurekaClient
    //自定义负载均衡规则
    //在启动该为服务的时候就能去加载我们的自定义Ribbon配置类,从而使配置生效
    //configuration = MySelfRule.class  把MySelfRule配置类加载进容器
    @RibbonClient(name = "MICROSERVICECLOUD-DEPT",configuration = MySelfRule.class)
    @EnableDiscoveryClient
    public class MyConsumerApplication_80 {
        public static void main(String[] args) {
            SpringApplication.run(MyConsumerApplication_80.class);
        }
    }

    代码

     github:https://github.com/LZHDonald/my-springcloud-01/tree/master/microservice-consumer-80

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  • 原文地址:https://www.cnblogs.com/raicho/p/11798912.html
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