注意:2020年前SpringCloud是采用Ribbon作为负载均衡实现,但是在2020后采用了LoadBalancer替代,所以要查看springboot,springcloud,sprincloudalibaba的版本链接对应,Ribbon负载均衡都是在springboot版本2.4之前使用
可以在maven查看使用的ribbon
修改默认负载均衡策略
1:查看spring-cloud的ribbon负载均衡策略有哪些,可以先进入到RandomRule负载均衡类中,然后按Ctrl+H,可以查看父类继承和子类继承之间的关联
1:自定义负载均衡类(可以复制spring-cloud的ribbon某个负载均衡类,然后稍作修改)
bash
package com.test.configRibbon;
import com.netflix.client.config.IClientConfig;
import com.netflix.loadbalancer.AbstractLoadBalancerRule;
import com.netflix.loadbalancer.ILoadBalancer;
import com.netflix.loadbalancer.RoundRobinRule;
import com.netflix.loadbalancer.Server;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.util.List;
import java.util.concurrent.atomic.AtomicInteger;
import java.util.stream.Collectors;
/**
* @Description:
* @Author: xu
* @Data: 2024-2024/4/8-11
* @Version: V1.0
*/
public class CustomRibbonRule extends AbstractLoadBalancerRule {
private AtomicInteger nextServerCyclicCounter;
private static final boolean AVAILABLE_ONLY_SERVERS = true;
private static final boolean ALL_SERVERS = false;
private static Logger log = LoggerFactory.getLogger(RoundRobinRule.class);
private Integer post=8084;
public CustomRibbonRule() {
this.nextServerCyclicCounter = new AtomicInteger(0);
}
public CustomRibbonRule(Integer post) {
this();
this.post = post;
}
public CustomRibbonRule(ILoadBalancer lb) {
this();
this.setLoadBalancer(lb);
}
public Server choose(ILoadBalancer lb, Object key) {
if (lb == null) {
log.warn("no load balancer");
return null;
} else {
Server server = null;
int count = 0;
while (true) {
if (server == null && count++ < 10) {
List<Server> reachableServers = lb.getReachableServers();
List<Server> allServers = lb.getAllServers();
int upCount = reachableServers.size();
int serverCount = allServers.size();
if (upCount != 0 && serverCount != 0) {
server = allServers.stream().filter(d -> d.getPort() == post).collect(Collectors.toList()).get(0);
if (server == null) {
Thread.yield();
} else {
if (server.isAlive() && server.isReadyToServe()) {
return server;
}
server = null;
}
continue;
}
log.warn("No up servers available from load balancer: " + lb);
return null;
}
if (count >= 10) {
log.warn("No available alive servers after 10 tries from load balancer: " + lb);
}
return server;
}
}
}
public Server choose(Object key) {
return this.choose(this.getLoadBalancer(), key);
}
public void initWithNiwsConfig(IClientConfig clientConfig) {
}
}
方法一:配置类的方式(注意RibbonConfig放的包的位置,如果放在ComponentScan默认扫描的包下,扫描到就变成全局的负载均衡策略 )
java
package com.test.configRibbon;
import com.netflix.loadbalancer.IRule;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
/**
* @Description:
* @Author: xu
* @Data: 2024-2024/4/8-11
* @Version: V1.0
*/
@Configuration
public class RibbonConfig {
@Bean
public IRule iRule() {
return new CustomRibbonRule(8083);
}
}
利用@RibbonClient指定微服务及其负载均衡策略(RibbonConfig不能被@SpringbootApplication的@ComponentScan扫描到,否则就是全局的配置效果)
同时在启动类配置
java
//@RibbonClient(value = "stock-nacos",configuration = {RibbonConfig.class})
@RibbonClients({@RibbonClient(value = "stock-nacos",configuration = {RibbonConfig.class})})
public class OrderLoadbalancerApplication {
public static void main(String[] args) {
SpringApplication.run(OrderLoadbalancerApplication.class, args);
}
@Bean
@LoadBalanced
public RestTemplate restTemplate(RestTemplateBuilder builder) {
//new NacosRule();
RestTemplate restTemplate = builder.build();
return restTemplate;
}
}
方法二:在yml配置文件设置调用指定微服务提供的服务时,使用对应的负载均衡策略算法,修改application.yml
yml
stock-nacos: # 给某个微服务配置负载均衡规则,这里是stock-nacos服务
ribbon:
#NFLoadBalancerRuleClassName: com.netflix.loadbalancer.RandomRule # 负载均衡规则
NFLoadBalancerRuleClassName: com.test.configRibbon.CustomRibbonRule # 负载均衡规则
开启饥饿加载,解决第一次调用慢的问题
yml
#开启饥饿加载,解决第一次调用慢的问题
ribbon:
eager-load:
#开启饥饿加载
enabled: true
#配合stock-nacos使用ribbon饥饿加载,多个使用逗号分割
clients: stock-nacos
如果使用loadbalancer需要排除掉ribbon依赖,或者在配置文件设置ribbon的负载均衡为false
xml
<dependency>
<groupId>com.alibaba.cloud</groupId>
<artifactId>spring-cloud-starter-alibaba-nacos-discovery</artifactId>
<exclusions>
<exclusion>
<artifactId>spring-cloud-starter-netflix-ribbon</artifactId>
<groupId>org.springframework.cloud</groupId>
</exclusion>
</exclusions>
</dependency>