【SpringCloud系列】开发环境下重写Loadbalancer实现自定义负载均衡
前言
spring-cloud-starter-netflix-ribbon已经不再更新了，最新版本是2.2.10.RELEASE，最后更新时间是2021年11月18日，详细信息可以看maven官方仓库：https://search.maven.org/artifact/org.springframework.cloud/spring-cloud-starter-netflix-ribbon，SpringCloud官方推荐使用spring-cloud-starter-loadbalancer进行负载均衡。我们在开发的时候，多人开发同一个微服务，都注册到同一个nacos，前端请求的时候，网关Gateway默认轮训请求注册中心的服务，OpenFeign也会轮询请求注册中心的服务，这样就会导致前端有时会无法请求到我们本地写的接口，而是请求到别人的服务中。所以我们可以重写Loadbalancer默认的负载均衡策略，实现自定义负载均衡策略，不管是Gateway还是OpenFeign都只能请求到我们自己本地的服务。
我的版本如下：
<spring-boot.version>2.7.3</spring-boot.version>
<spring-cloud.version>2021.0.4</spring-cloud.version>
<spring-cloud-alibaba.version>2021.0.4.0</spring-cloud-alibaba.version>
一、添加负载方式配置
1、定义负载均衡方式的枚举
public enum LoadBalancerTypeEnum {
/**
* 开发环境，获取自己的服务
*/
DEV,
/**
* 网关，根据请求地址获取对应的服务
*/
GATEWAY,
/**
* 轮循
*/
ROUND_ROBIN,
/**
* 随机
*/
RANDOM;
}
2、添加配置类，默认使用轮训方式
import lombok.Data;
import org.springframework.boot.context.properties.ConfigurationProperties;
/**
* 负载均衡配置项
*/
@Data
@ConfigurationProperties(prefix = "spring.cloud.loadbalancer")
public class LoadBalanceProperties {
private LoadBalancerTypeEnum type = LoadBalancerTypeEnum.ROUND_ROBIN;
}二、参考默认实现自定义
默认的负载均衡策略是这个类：
org.springframework.cloud.loadbalancer.core.RoundRobinLoadBalancer
我们参考这个类实现自己的负载均衡策略即可，RoundRobinLoadBalancer实现了ReactorServiceInstanceLoadBalancer这个接口，实现了choose这个方法，如下图：
在choose方法中调用了processInstanceResponse方法，processInstanceResponse方法中调用了getInstanceResponse方法，所以我们我们可以复制RoundRobinLoadBalancer整个类，只修改getInstanceResponse这个方法里的内容就可以实现自定义负载均衡策略。
在自定义的类中，我们实现了四种负载均衡策略
1、getRoundRobinInstance方法是直接复制的RoundRobinLoadBalancer类中的实现；
2、getRandomInstance方法参考org.springframework.cloud.loadbalancer.core.RandomLoadBalancer类中的实现；
3、getDevelopmentInstance方法是返回所有服务中和当前机器ip一致的服务，如果没有，则轮训返回；
4、getGatewayDevelopmentInstance方法是返回所有服务中和网关请求头中ip一致的服务。
import cn.hutool.core.convert.Convert;
import cn.hutool.core.lang.TypeReference;
import com.ruoyi.common.core.utils.StringUtils;
import com.ruoyi.common.core.utils.ip.IpUtils;
import com.ruoyi.common.loadbalance.config.LoadBalancerTypeEnum;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.ObjectProvider;
import org.springframework.cloud.client.ServiceInstance;
import org.springframework.cloud.client.loadbalancer.DefaultRequest;
import org.springframework.cloud.client.loadbalancer.DefaultResponse;
import org.springframework.cloud.client.loadbalancer.EmptyResponse;
import org.springframework.cloud.client.loadbalancer.Request;
import org.springframework.cloud.client.loadbalancer.RequestData;
import org.springframework.cloud.client.loadbalancer.RequestDataContext;
import org.springframework.cloud.client.loadbalancer.Response;
import org.springframework.cloud.loadbalancer.core.NoopServiceInstanceListSupplier;
import org.springframework.cloud.loadbalancer.core.ReactorServiceInstanceLoadBalancer;
import org.springframework.cloud.loadbalancer.core.SelectedInstanceCallback;
import org.springframework.cloud.loadbalancer.core.ServiceInstanceListSupplier;
import org.springframework.http.HttpHeaders;
import reactor.core.publisher.Mono;
import java.util.List;
import java.util.Objects;
import java.util.Random;
import java.util.concurrent.ThreadLocalRandom;
import java.util.concurrent.atomic.AtomicInteger;
/**
* 自定义 SpringCloud 负载均衡算法
* 负载均衡算法的默认实现是 {@link org.springframework.cloud.loadbalancer.core.RoundRobinLoadBalancer}
*
*/
@Slf4j
public class CustomSpringCloudLoadBalancer implements ReactorServiceInstanceLoadBalancer {
private final String serviceId;
private final AtomicInteger position;
private final LoadBalancerTypeEnum type;
private final ObjectProvider<ServiceInstanceListSupplier> serviceInstanceListSupplierProvider;
public CustomSpringCloudLoadBalancer(String serviceId,
LoadBalancerTypeEnum type,
ObjectProvider<ServiceInstanceListSupplier> serviceInstanceListSupplierProvider) {
this(serviceId, new Random().nextInt(1000), type, serviceInstanceListSupplierProvider);
}
public CustomSpringCloudLoadBalancer(String serviceId,
int seedPosition,
LoadBalancerTypeEnum type,
ObjectProvider<ServiceInstanceListSupplier> serviceInstanceListSupplierProvider) {
this.serviceId = serviceId;
this.position = new AtomicInteger(seedPosition);
this.type = type;
this.serviceInstanceListSupplierProvider = serviceInstanceListSupplierProvider;
}
@Override
public Mono<Response<ServiceInstance>> choose(Request request) {
ServiceInstanceListSupplier supplier = serviceInstanceListSupplierProvider.getIfAvailable(NoopServiceInstanceListSupplier::new);
return supplier.get(request).next().map(serviceInstances -> processInstanceResponse(request, supplier, serviceInstances));
}
private Response<ServiceInstance> processInstanceResponse(Request request,
ServiceInstanceListSupplier supplier,
List<ServiceInstance> serviceInstances) {
Response<ServiceInstance> serviceInstanceResponse = getInstanceResponse(request, serviceInstances);
if (supplier instanceof SelectedInstanceCallback && serviceInstanceResponse.hasServer()) {
((SelectedInstanceCallback) supplier).selectedServiceInstance(serviceInstanceResponse.getServer());
}
return serviceInstanceResponse;
}
private Response<ServiceInstance> getInstanceResponse(Request request, List<ServiceInstance> instances) {
if (instances.isEmpty()) {
if (log.isWarnEnabled()) {
log.warn("No servers available for service: " + serviceId);
}
return new EmptyResponse();
}
if (Objects.equals(type, LoadBalancerTypeEnum.ROUND_ROBIN)){
return this.getRoundRobinInstance(instances);
}else if (Objects.equals(type, LoadBalancerTypeEnum.RANDOM)){
return this.getRandomInstance(instances);
}else if (Objects.equals(type, LoadBalancerTypeEnum.DEV)){
return this.getDevelopmentInstance(instances);
}else if (Objects.equals(type, LoadBalancerTypeEnum.GATEWAY)){
return this.getGatewayDevelopmentInstance(request, instances);
}
return this.getRoundRobinInstance(instances);
}
/**
* 获取网关本机实例
*
* @param instances 实例
* @return {@link Response }<{@link ServiceInstance }>
* @author : lwq
* @date : 2022-12-15 14:22:13
*/
private Response<ServiceInstance> getGatewayDevelopmentInstance(Request request, List<ServiceInstance> instances) {
//把request转为默认的DefaultRequest，从request中拿到请求的ip信息，再选择ip一样的微服务
DefaultRequest<RequestDataContext> defaultRequest = Convert.convert(new TypeReference<DefaultRequest<RequestDataContext>>() {}, request);
RequestDataContext context = defaultRequest.getContext();
RequestData clientRequest = context.getClientRequest();
HttpHeaders headers = clientRequest.getHeaders();
String requestIp = IpUtils.getIpAddressFromHttpHeaders(headers);
log.debug("客户端请求gateway的ip:{}", requestIp);
//先取得和本地ip一样的服务，如果没有则按默认来取
for (ServiceInstance instance : instances) {
String currentServiceId = instance.getServiceId();
String host = instance.getHost();
log.debug("注册服务：{}，ip：{}", currentServiceId, host);
if (StringUtils.isNotEmpty(host) && StringUtils.equals(requestIp, host)) {
return new DefaultResponse(instance);
}
}
return getRoundRobinInstance(instances);
}
/**
* 获取本机实例
*
* @param instances 实例
* @return {@link Response }<{@link ServiceInstance }>
* @author : lwq
* @date : 2022-12-15 14:22:13
*/
private Response<ServiceInstance> getDevelopmentInstance(List<ServiceInstance> instances) {
//获取本机ip
String hostIp = IpUtils.getHostIp();
log.debug("本机Ip:{}", hostIp);
//先取得和本地ip一样的服务，如果没有则按默认来取
for (ServiceInstance instance : instances) {
String currentServiceId = instance.getServiceId();
String host = instance.getHost();
log.debug("注册服务：{}，ip：{}", currentServiceId, host);
if (StringUtils.isNotEmpty(host) && StringUtils.equals(hostIp, host)) {
return new DefaultResponse(instance);
}
}
return getRoundRobinInstance(instances);
}
/**
* 使用随机算法
* 参考{link {@link org.springframework.cloud.loadbalancer.core.RandomLoadBalancer}}
*
* @param instances 实例
* @return {@link Response }<{@link ServiceInstance }>
* @author : lwq
* @date : 2022-12-15 13:32:11
*/
private Response<ServiceInstance> getRandomInstance(List<ServiceInstance> instances) {
int index = ThreadLocalRandom.current().nextInt(instances.size());
ServiceInstance instance = instances.get(index);
return new DefaultResponse(instance);
}
/**
* 使用RoundRobin机制获取节点
*
* @param instances 实例
* @return {@link Response }<{@link ServiceInstance }>
* @author : lwq
* @date : 2022-12-15 13:28:31
*/
private Response<ServiceInstance> getRoundRobinInstance(List<ServiceInstance> instances) {
// 每一次计数器都自动+1，实现轮询的效果
int pos = this.position.incrementAndGet() & Integer.MAX_VALUE;
ServiceInstance instance = instances.get(pos % instances.size());
return new DefaultResponse(instance);
}
}
其中的工具类如下：
import java.net.InetAddress;
import java.net.URL;
import java.net.UnknownHostException;
import java.util.List;
import java.util.Objects;
import javax.servlet.http.HttpServletRequest;
import cn.hutool.core.collection.CollectionUtil;
import cn.hutool.core.util.URLUtil;
import org.springframework.http.HttpHeaders;
/**
* 获取IP方法
*/
public class IpUtils{
/**
* 获取IP地址
*
* @return 本地IP地址
*/
public static String getHostIp(){
try{
return InetAddress.getLocalHost().getHostAddress();
}catch (UnknownHostException e){
}
return "127.0.0.1";
}
/**
* 获取客户端IP
*
* @param httpHeaders 请求头
* @return IP地址
*/
public static String getIpAddressFromHttpHeaders(HttpHeaders httpHeaders){
if (httpHeaders == null){
return "unknown";
}
//前端请求自定义请求头，转发到哪个服务
List<String> ipList = httpHeaders.get("forward-to");
String ip = CollectionUtil.get(ipList, 0);
//请求自带的请求头
if (ip == null || ip.length() == 0 || "unknown".equalsIgnoreCase(ip)){
ipList = httpHeaders.get("x-forwarded-for");
ip = CollectionUtil.get(ipList, 0);
}
//从referer获取请求的ip地址
if (ip == null || ip.length() == 0 || "unknown".equalsIgnoreCase(ip)){
//从referer中获取请求的ip地址
List<String> refererList = httpHeaders.get("referer");
String referer = CollectionUtil.get(refererList, 0);
URL url = URLUtil.url(referer);
if (Objects.nonNull(url)){
ip = url.getHost();
}else {
ip = "unknown";
}
}
if (ip == null || ip.length() == 0 || "unknown".equalsIgnoreCase(ip)){
ipList = httpHeaders.get("Proxy-Client-IP");
ip = CollectionUtil.get(ipList, 0);
}
if (ip == null || ip.length() == 0 || "unknown".equalsIgnoreCase(ip)){
ipList = httpHeaders.get("X-Forwarded-For");
ip = CollectionUtil.get(ipList, 0);
}
if (ip == null || ip.length() == 0 || "unknown".equalsIgnoreCase(ip)){
ipList = httpHeaders.get("WL-Proxy-Client-IP");
ip = CollectionUtil.get(ipList, 0);
}
if (ip == null || ip.length() == 0 || "unknown".equalsIgnoreCase(ip)){
ipList = httpHeaders.get("X-Real-IP");
ip = CollectionUtil.get(ipList, 0);
}
return "0:0:0:0:0:0:0:1".equals(ip) ? "127.0.0.1" : getMultistageReverseProxyIp(ip);
}
}getIpAddressFromHttpHeaders方法中，是从请求头总拿到了自定义的请求头forward-to，要想实现此功能，就需要前端发送请求的时候携带这个请求头，例如
在若依的request.js中可以这么写： config.headers['forward-to'] = '192.168.0.145'
三、配置负载均衡策略
默认的配置在这里：
org.springframework.cloud.loadbalancer.annotation.LoadBalancerClientConfiguration
我们参考这个配置，实现自己的配置。启用上面写好的配置类LoadBalanceProperties，然后传到自定义的负载均衡策略类CustomSpringCloudLoadBalancer，其他的复制就可以。
import com.ruoyi.common.loadbalance.core.CustomSpringCloudLoadBalancer;
import org.springframework.boot.autoconfigure.condition.ConditionalOnBean;
import org.springframework.boot.context.properties.EnableConfigurationProperties;
import org.springframework.cloud.client.ServiceInstance;
import org.springframework.cloud.loadbalancer.core.ReactorLoadBalancer;
import org.springframework.cloud.loadbalancer.core.ServiceInstanceListSupplier;
import org.springframework.cloud.loadbalancer.support.LoadBalancerClientFactory;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
import org.springframework.core.env.Environment;
/**
* 自定义负载均衡客户端配置
*
*/
@SuppressWarnings("all")
@Configuration(proxyBeanMethods = false)
@EnableConfigurationProperties(LoadBalanceProperties.class)
public class CustomLoadBalanceClientConfiguration {
@Bean
@ConditionalOnBean(LoadBalancerClientFactory.class)
public ReactorLoadBalancer<ServiceInstance> customLoadBalancer(LoadBalanceProperties loadBalanceProperties,
Environment environment,
LoadBalancerClientFactory loadBalancerClientFactory) {
String name = environment.getProperty(LoadBalancerClientFactory.PROPERTY_NAME);
return new CustomSpringCloudLoadBalancer(name, loadBalanceProperties.getType(),
loadBalancerClientFactory.getLazyProvider(name, ServiceInstanceListSupplier.class));
}
}然后使用LoadBalancerClients注解加载一下配置
import org.springframework.cloud.loadbalancer.annotation.LoadBalancerClients;
/**
* 自定义负载均衡自动配置
*
*/
@LoadBalancerClients(defaultConfiguration = CustomLoadBalanceClientConfiguration.class)
public class CustomLoadBalanceAutoConfiguration {
}四、使用
将以上代码独立成一个模块，然后再其他微服务中的pom文件中引入，然后添加对应的配置就可以实现自定义负载均衡了
1、在微服务中配置如下即可实现调用其他服务时，调用自己本地开发环境的微服务
spring.cloud.loadbalancer.type=dev
2、在网关中配置如下即可实现调用固定某个服务
spring.cloud.loadbalancer.type=gateway
写在最后的话
最开始只有想法，但是不知道怎么实现，百度也没找到合适的方案。所以就开始看源码，研究了一下，然后照着源码写，测试了一下真的就实现了。所以，多看看源码还是有好处的。
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