一、Ribbon中的负载均衡策略
1、Ribbon中支持的负载均衡策略
AvailabilityFilteringRule:过滤掉那些因为一直连接失败的被标记为circuit tripped的后端server,并过滤掉那些高并发的的后端server(active connections 超过配置的阈值) | 使用一个AvailabilityPredicate来包含过滤server的逻辑,其实就就是检查status里记录的各个server的运行状态
RandomRule:随机选择一个server
BestAvailabl:选择一个最小的并发请求的server,逐个考察Server,如果Server被tripped了,则忽略
RoundRobinRule:roundRobin方式轮询选择, 轮询index,选择index对应位置的server
WeightedResponseTimeRule:根据响应时间分配一个weight(权重),响应时间越长,weight越小,被选中的可能性越低
RetryRule:对选定的负载均衡策略机上重试机制,在一个配置时间段内当选择server不成功,则一直尝试使用subRule的方式选择一个可用的server
ZoneAvoidanceRule:复合判断server所在区域的性能和server的可用性选择server
ResponseTimeWeightedRule:作用同WeightedResponseTimeRule,二者作用是一样的,ResponseTimeWeightedRule后来改名为WeightedResponseTimeRule
二、验证
1、自定义负载均衡策略
# 自定义负载均衡策略
springboot-h2.ribbon.NFLoadBalancerRuleClassName=com.netflix.loadbalancer.RandomRule // 自定义使用随机策略,springboot-h2是服务应用名
2、修改调用代码
package com.chhliu.springboot.restful.controller; import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.cloud.client.ServiceInstance;
import org.springframework.cloud.client.loadbalancer.LoadBalancerClient;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.PathVariable;
import org.springframework.web.bind.annotation.RestController;
import org.springframework.web.client.RestTemplate; import com.chhliu.springboot.restful.vo.User; @RestController
public class RestTemplateController {
@Autowired
private RestTemplate restTemplate; @Autowired
private LoadBalancerClient loadBalancerClient; @GetMapping("/template/{id}")
public User findById(@PathVariable Long id) {
ServiceInstance serviceInstance = this.loadBalancerClient.choose("springboot-h2");
System.out.println("===" + ":" + serviceInstance.getServiceId() + ":" + serviceInstance.getHost() + ":"
+ serviceInstance.getPort());// 打印当前调用服务的信息
User u = this.restTemplate.getForObject("http://springboot-h2/user/" + id, User.class);
System.out.println(u);
return u;
}
}
3、测试
服务调用关系如下:
测试结果如下:
===:springboot-h2:127.0.0.1:7902
User [id=2, username=user2, name=李四, age=20, balance=100.00]
===:springboot-h2:127.0.0.1:7901
User [id=2, username=user2, name=李四, age=20, balance=100.00]
===:springboot-h2:127.0.0.1:7902
User [id=2, username=user2, name=李四, age=20, balance=100.00]
===:springboot-h2:127.0.0.1:7901
User [id=2, username=user2, name=李四, age=20, balance=100.00]
===:springboot-h2:127.0.0.1:7902
User [id=2, username=user2, name=李四, age=20, balance=100.00]
===:springboot-h2:127.0.0.1:7902
User [id=2, username=user2, name=李四, age=20, balance=100.00]
===:springboot-h2:127.0.0.1:7902
User [id=2, username=user2, name=李四, age=20, balance=100.00]
===:springboot-h2:127.0.0.1:7902
User [id=2, username=user2, name=李四, age=20, balance=100.00]
===:springboot-h2:127.0.0.1:7902
User [id=2, username=user2, name=李四, age=20, balance=100.00]
===:springboot-h2:127.0.0.1:7901
User [id=2, username=user2, name=李四, age=20, balance=100.00]
===:springboot-h2:127.0.0.1:7901
User [id=2, username=user2, name=李四, age=20, balance=100.00]
===:springboot-h2:127.0.0.1:7902
User [id=2, username=user2, name=李四, age=20, balance=100.00]
===:springboot-h2:127.0.0.1:7902
User [id=2, username=user2, name=李四, age=20, balance=100.00]
===:springboot-h2:127.0.0.1:7901
User [id=2, username=user2, name=李四, age=20, balance=100.00]
===:springboot-h2:127.0.0.1:7901
User [id=2, username=user2, name=李四, age=20, balance=100.00]
发现选择7901端口服务和7902端口服务确实是随机的!