Spring Cloud(十四):微服务灰度发布 --- Discovery

  • 灰度发布
  • 微服务全链路灰度
  • 全链路灰度设计思路
    • 标签路由
    • 节点打标
    • 流量染色
    • 分布式链路追踪 ThreadLocal
    • 流量治理平台 Nacos 配置中心
  • 全链路灰度实现
  • Discovery
  • 使用
    • 一、父pom引入Discovery
    • 二、Gateway 引入 — 网关 discovery-plugin-strategy-starter-gateway
    • 三、微服务 引入 — 网关 discovery-plugin-strategy-starter-service
    • 四、Gateway 配置 权重、流量百分比、Header参数
  • 原理分析
    • Openfeign 通过 RequestInterceptor
    • Gateway 通过 GlobalFilter
    • 通过IRule
    • 通过 pluginAdapter 可以拿到需要的数据
  • MSE 微服务治理全链路灰度 太贵

灰度发布

不停机旧版本,部署新版 本,高比例流量(例如:95%)走旧版本,低比例流量(例如:5%)切换到新版本,通过 监控观察无问题,逐步扩大范围,最终把所有流量都迁移到新版本上。属无损发布。

  • 优点
    灵活简单,不需要用户标记驱动。
    安全性高,新版本如果出现问题,只会发生在低比例的流 量上
  • 缺点
    成本较高,需要部署稳定/灰度两套环境

微服务全链路灰度

在发布过程中,我们只需部署服务的灰度版本,流量在调用链路上流转 时,由流经的网关、各个中间件以及各个微服务来识别灰度流量,并动态转发至对应服务的 灰度版本

无论是微服务网关还是微服务本身都需要识别流量,根据治理规则做出动态决策。当服务 版本发生变化时,这个调用链路的转发也会实时改变

Spring Cloud(十四):微服务灰度发布 --- Discovery_第1张图片

全链路灰度设计思路

1. 标签路由

通过对服务下所有节点按照标签名和标签值不同进行分组,使得订阅该服务节点信 息的服务消费端可以按需访问该服务的某个分组

2. 节点打标

  • k8s – labels.version=gray
    在使用Kubernetes Service作为服务发现的业务系统中,服务提供者通过向ApiServer提交 Service资源完成服务暴露,服务消费端监听与该Service资源下关联的Endpoint资源,从 Endpoint资源中获取关联的业务Pod 资源,读取上面的Labels数据并作为该节点的元数据 信息。所以,我们只要在业务应用描述资源Deployment中的Pod模板中为节点添加标签即可。
    Spring Cloud(十四):微服务灰度发布 --- Discovery_第2张图片

  • nacos – `spring.cloud.nacos.discovery.metadata.version=gray

spring:
 cloud:
   discovery:
     server-addr: nacos.localhost.com:8848
     metadata:
       version: 1.1

Spring Cloud(十四):微服务灰度发布 --- Discovery_第3张图片

3. 流量染色

  • 可以在请求的源头上对 流量进行染色
  • 可以在微服务网关上对匹配特定路由规则的请求动态添加流量标识 (Gateway GlobalFilter)
  • 流量在链路中流经灰度节点时,如果请求信息中不含有灰度标识,需要自动为其染色 (Openfeign RequestInterceptor)

4. 分布式链路追踪 ThreadLocal

  • 借助于分布式链路追踪思想,我们也可以传递一些自定义信息,比如灰度标识

5. 流量治理平台 Nacos 配置中心

  • 需要引入一个中心化的流量治理平台, 方便各个业务线的开发者定义自己的全链路灰度规则

全链路灰度实现

Discovery

https://github.com/Nepxion/Discovery
https://github.com/Nepxion/Discovery/wiki
http://polaris-paas.gitee.io/polaris-sdk/#/
http://nepxion.gitee.io/discovery/#/?id=入门主页

Spring Cloud(十四):微服务灰度发布 --- Discovery_第4张图片

使用

一、父pom引入Discovery

<spring-cloud.version>Hoxton.SR12spring-cloud.version>
<spring-cloud-alibaba.version>2.2.8.RELEASEspring-cloud-alibaba.version>
<discovery.version>6.20.0-SNAPSHOTdiscovery.version>
...
 <dependency>
     <groupId>com.nepxiongroupId>
     <artifactId>discoveryartifactId>
     <version>${discovery.version}version>
     <type>pomtype>
     <scope>importscope>
 dependency>

二、Gateway 引入 — 网关 discovery-plugin-strategy-starter-gateway

pom.xml


<dependency>
    <groupId>com.nepxiongroupId>
    <artifactId>discovery-plugin-register-center-starter-nacosartifactId>
dependency>


<dependency>
    <groupId>com.nepxiongroupId>
    <artifactId>discovery-plugin-config-center-starter-nacosartifactId>
dependency>


<dependency>
    <groupId>com.nepxiongroupId>
    <artifactId>discovery-plugin-admin-center-starterartifactId>
dependency>


<dependency>
    <groupId>com.nepxiongroupId>
    <artifactId>discovery-plugin-strategy-starter-gatewayartifactId>
dependency>

Gateway 配置

spring:
  application:
    name: demomall-gateway
    strategy:
      gateway:
        dynamic:
          route:
            enabled: true #开启网关订阅配置中心的动态路由策略,默认为false
   cloud:
      discovery:
        metadata:
          group: discovery-group #组名必须配置 

根据实际的灰度发布维度和场景,配置染色方式的元数据

#组名必须要配置,版本、区域、环境和可用区根据具体场景选择其中一种或者几种进行配置
spring.cloud.discovery.metadata.group=discovery-guide-group 
spring.cloud.discovery.metadata.version=1.0
spring.cloud.discovery.metadata.region=dev 
spring.cloud.discovery.metadata.env=env1 
spring.cloud.discovery.metadata.zone=zone1 
spring.cloud.discovery.metadata.active=true

三、微服务 引入 — 网关 discovery-plugin-strategy-starter-service

pom.xml


<dependency>
	<groupId>com.nepxiongroupId>
	<artifactId>discovery-plugin-register-center-starter-nacosartifactId>
dependency>


<dependency>
	<groupId>com.nepxiongroupId>
	<artifactId>discovery-plugin-config-center-starter-nacosartifactId>
dependency>


<dependency>
	<groupId>com.nepxiongroupId>
	<artifactId>discovery-plugin-admin-center-starterartifactId>
dependency>


<dependency>
	<groupId>com.nepxiongroupId>
	<artifactId>discovery-plugin-strategy-starter-serviceartifactId>
dependency>

配置

spring:
  application:
    name: demomall-member
  cloud:
    discovery: #discovery配置,设置流量染色的元数据
      metadata:
        group: discovery-group #组名必须配置
        version: 1.0 #指定版本号

再新启一个配置VM

-Dserver.port=8878
-Dspring.cloud.discovery.metadata.version=1.1
-javaagent:/root/skywalking/skywalking-agent/skywalking-agent.jar
-DSW_AGENT_NAME=demomall-member
-DSW_AGENT_COLLECTOR_BACKEND_SERVICES=127.0.0.1:11800

四、Gateway 配置

Spring Cloud(十四):微服务灰度发布 --- Discovery_第5张图片

1. 全链路版本权重灰度发布

在nacos配置中心中增加网关的版本权重灰度发布策略

  • Group为discovery-group
  • Data Id为demomall-gateway
  • 策略内容如下,实现从网关发起的调用全链路1.0版本流量权重 为90%,1.1版本流量权重为10%

<rule>
  <strategy>
    <version-weight>1.0=90;1.1=10version-weight>
  strategy>
rule>


<rule>
  <strategy>
    <version-weight>{"discovery-first":"1.0=90;1.1=10", "discovery-second":"1.0=90;1.1=10"}version-weight>
  strategy>
rule>

2. 全链路版本条件权重灰度发布 – 指定百分比流量分配

  • 灰度路由,即服务a和b 1.1版本被调用到的概率为5%
  • 稳定路由,即服务a和b 1.0版本被调用到的概率为95%

<rule>
 <strategy-release>
    <conditions type="gray">
      <condition id="gray-condition" version-id="gray-route=5;stable-route=95"/>
    conditions>

    <routes>
        <route id="gray-route" type="version">{"discovery-first":"1.1", "discovery-second":"1.1"}route>
        <route id="stable-route" type="version">{"discovery-first":"1.0", "discovery-second":"1.0"}route>
    routes>
 strategy-release>
rule>

3. 根据前端传递的Header参数动态选择百分比流量分配


<rule>
 <strategy-release>
    <conditions type="gray">
      
      <condition id="gray-condition-1" expression="#H['a'] == '1'" version-id="gray-route=10;stable-route=90"/>
      
      <condition id="gray-condition-2" expression="#H['a'] == '1' and #H['b'] == '2'" version-id="gray-route=85;stable-route=15"/>
      
      <condition id="basic-condition" version-id="gray-route=0;stable-route=100"/>
    conditions>

    <routes>
        <route id="gray-route" type="version">{"discovery-first":"1.1", "discovery-second":"1.1"}route>
        <route id="stable-route" type="version">{"discovery-first":"1.0", "discovery-second":"1.0"}route>
    routes>
 strategy-release>
rule>

原理分析

Openfeign 通过 RequestInterceptor

Openfeign RequestInterceptor

public interface RequestInterceptor {
  void apply(RequestTemplate template);
}

com.nepxion.discovery.plugin.strategy.aop.FeignStrategyInterceptor

public class FeignStrategyInterceptor extends AbstractStrategyInterceptor implements RequestInterceptor {
    @Autowired
    protected StrategyContextHolder strategyContextHolder;
    @Value("${spring.application.strategy.feign.core.header.transmission.enabled:true}")
    protected Boolean feignCoreHeaderTransmissionEnabled;

    public FeignStrategyInterceptor(String contextRequestHeaders, String businessRequestHeaders) {
        super(contextRequestHeaders, businessRequestHeaders);
    }

    public void apply(RequestTemplate requestTemplate) {
        this.interceptInputHeader();
        this.applyInnerHeader(requestTemplate);
        this.applyOuterHeader(requestTemplate);
        this.interceptOutputHeader(requestTemplate);
    }

    private void applyInnerHeader(RequestTemplate requestTemplate) {
        requestTemplate.header("n-d-service-group", new String[]{this.pluginAdapter.getGroup()});
        requestTemplate.header("n-d-service-type", new String[]{this.pluginAdapter.getServiceType()});
        String serviceAppId = this.pluginAdapter.getServiceAppId();
        if (StringUtils.isNotEmpty(serviceAppId)) {
            requestTemplate.header("n-d-service-app-id", new String[]{serviceAppId});
        }

        requestTemplate.header("n-d-service-id", new String[]{this.pluginAdapter.getServiceId()});
        requestTemplate.header("n-d-service-address", new String[]{this.pluginAdapter.getHost() + ":" + this.pluginAdapter.getPort()});
        String version = this.pluginAdapter.getVersion();
        if (StringUtils.isNotEmpty(version) && !StringUtils.equals(version, "default")) {
            requestTemplate.header("n-d-service-version", new String[]{version});
        }

        String region = this.pluginAdapter.getRegion();
        if (StringUtils.isNotEmpty(region) && !StringUtils.equals(region, "default")) {
            requestTemplate.header("n-d-service-region", new String[]{region});
        }

        String environment = this.pluginAdapter.getEnvironment();
        if (StringUtils.isNotEmpty(environment) && !StringUtils.equals(environment, "default")) {
            requestTemplate.header("n-d-service-env", new String[]{environment});
        }

        String zone = this.pluginAdapter.getZone();
        if (StringUtils.isNotEmpty(zone) && !StringUtils.equals(zone, "default")) {
            requestTemplate.header("n-d-service-zone", new String[]{zone});
        }

    }

    private void applyOuterHeader(RequestTemplate requestTemplate) {
        Enumeration<String> headerNames = this.strategyContextHolder.getHeaderNames();
        String routeAddressBlacklist;
        if (headerNames != null) {
            while(headerNames.hasMoreElements()) {
                String headerName = (String)headerNames.nextElement();
                routeAddressBlacklist = this.strategyContextHolder.getHeader(headerName);
                boolean isHeaderContains = this.isHeaderContainsExcludeInner(headerName.toLowerCase());
                if (isHeaderContains) {
                    if (this.feignCoreHeaderTransmissionEnabled) {
                        requestTemplate.header(headerName, new String[]{routeAddressBlacklist});
                    } else {
                        boolean isCoreHeaderContains = StrategyUtil.isCoreHeaderContains(headerName);
                        if (!isCoreHeaderContains) {
                            requestTemplate.header(headerName, new String[]{routeAddressBlacklist});
                        }
                    }
                }
            }
        }

        if (this.feignCoreHeaderTransmissionEnabled) {
            Map<String, Collection<String>> headers = requestTemplate.headers();
            if (CollectionUtils.isEmpty((Collection)headers.get("n-d-version"))) {
                routeAddressBlacklist = this.strategyContextHolder.getRouteVersion();
                if (StringUtils.isNotEmpty(routeAddressBlacklist)) {
                    requestTemplate.header("n-d-version", new String[]{routeAddressBlacklist});
                }
            }

            if (CollectionUtils.isEmpty((Collection)headers.get("n-d-region"))) {
                routeAddressBlacklist = this.strategyContextHolder.getRouteRegion();
                if (StringUtils.isNotEmpty(routeAddressBlacklist)) {
                    requestTemplate.header("n-d-region", new String[]{routeAddressBlacklist});
                }
            }

            if (CollectionUtils.isEmpty((Collection)headers.get("n-d-env"))) {
                routeAddressBlacklist = this.strategyContextHolder.getRouteEnvironment();
                if (StringUtils.isNotEmpty(routeAddressBlacklist)) {
                    requestTemplate.header("n-d-env", new String[]{routeAddressBlacklist});
                }
            }

            if (CollectionUtils.isEmpty((Collection)headers.get("n-d-address"))) {
                routeAddressBlacklist = this.strategyContextHolder.getRouteAddress();
                if (StringUtils.isNotEmpty(routeAddressBlacklist)) {
                    requestTemplate.header("n-d-address", new String[]{routeAddressBlacklist});
                }
            }

            if (CollectionUtils.isEmpty((Collection)headers.get("n-d-version-weight"))) {
                routeAddressBlacklist = this.strategyContextHolder.getRouteVersionWeight();
                if (StringUtils.isNotEmpty(routeAddressBlacklist)) {
                    requestTemplate.header("n-d-version-weight", new String[]{routeAddressBlacklist});
                }
            }

            if (CollectionUtils.isEmpty((Collection)headers.get("n-d-region-weight"))) {
                routeAddressBlacklist = this.strategyContextHolder.getRouteRegionWeight();
                if (StringUtils.isNotEmpty(routeAddressBlacklist)) {
                    requestTemplate.header("n-d-region-weight", new String[]{routeAddressBlacklist});
                }
            }

            if (CollectionUtils.isEmpty((Collection)headers.get("n-d-version-prefer"))) {
                routeAddressBlacklist = this.strategyContextHolder.getRouteVersionPrefer();
                if (StringUtils.isNotEmpty(routeAddressBlacklist)) {
                    requestTemplate.header("n-d-version-prefer", new String[]{routeAddressBlacklist});
                }
            }

            if (CollectionUtils.isEmpty((Collection)headers.get("n-d-version-failover"))) {
                routeAddressBlacklist = this.strategyContextHolder.getRouteVersionFailover();
                if (StringUtils.isNotEmpty(routeAddressBlacklist)) {
                    requestTemplate.header("n-d-version-failover", new String[]{routeAddressBlacklist});
                }
            }

            if (CollectionUtils.isEmpty((Collection)headers.get("n-d-region-transfer"))) {
                routeAddressBlacklist = this.strategyContextHolder.getRouteRegionTransfer();
                if (StringUtils.isNotEmpty(routeAddressBlacklist)) {
                    requestTemplate.header("n-d-region-transfer", new String[]{routeAddressBlacklist});
                }
            }

            if (CollectionUtils.isEmpty((Collection)headers.get("n-d-region-failover"))) {
                routeAddressBlacklist = this.strategyContextHolder.getRouteRegionFailover();
                if (StringUtils.isNotEmpty(routeAddressBlacklist)) {
                    requestTemplate.header("n-d-region-failover", new String[]{routeAddressBlacklist});
                }
            }

            if (CollectionUtils.isEmpty((Collection)headers.get("n-d-env-failover"))) {
                routeAddressBlacklist = this.strategyContextHolder.getRouteEnvironmentFailover();
                if (StringUtils.isNotEmpty(routeAddressBlacklist)) {
                    requestTemplate.header("n-d-env-failover", new String[]{routeAddressBlacklist});
                }
            }

            if (CollectionUtils.isEmpty((Collection)headers.get("n-d-zone-failover"))) {
                routeAddressBlacklist = this.strategyContextHolder.getRouteZoneFailover();
                if (StringUtils.isNotEmpty(routeAddressBlacklist)) {
                    requestTemplate.header("n-d-zone-failover", new String[]{routeAddressBlacklist});
                }
            }

            if (CollectionUtils.isEmpty((Collection)headers.get("n-d-address-failover"))) {
                routeAddressBlacklist = this.strategyContextHolder.getRouteAddressFailover();
                if (StringUtils.isNotEmpty(routeAddressBlacklist)) {
                    requestTemplate.header("n-d-address-failover", new String[]{routeAddressBlacklist});
                }
            }

            if (CollectionUtils.isEmpty((Collection)headers.get("n-d-id-blacklist"))) {
                routeAddressBlacklist = this.strategyContextHolder.getRouteIdBlacklist();
                if (StringUtils.isNotEmpty(routeAddressBlacklist)) {
                    requestTemplate.header("n-d-id-blacklist", new String[]{routeAddressBlacklist});
                }
            }

            if (CollectionUtils.isEmpty((Collection)headers.get("n-d-address-blacklist"))) {
                routeAddressBlacklist = this.strategyContextHolder.getRouteAddressBlacklist();
                if (StringUtils.isNotEmpty(routeAddressBlacklist)) {
                    requestTemplate.header("n-d-address-blacklist", new String[]{routeAddressBlacklist});
                }
            }
        }

    }

    private void interceptOutputHeader(RequestTemplate requestTemplate) {
        if (this.interceptDebugEnabled) {
            System.out.println("-------- Feign Intercept Output Header Information ---------");
            Map<String, Collection<String>> headers = requestTemplate.headers();
            Iterator var3 = headers.entrySet().iterator();

            while(var3.hasNext()) {
                Entry<String, Collection<String>> entry = (Entry)var3.next();
                String headerName = (String)entry.getKey();
                boolean isHeaderContains = this.isHeaderContains(headerName.toLowerCase());
                if (isHeaderContains) {
                    Collection<String> headerValue = (Collection)entry.getValue();
                    System.out.println(headerName + "=" + headerValue);
                }
            }

            System.out.println("------------------------------------------------------------");
        }
    }

    protected InterceptorType getInterceptorType() {
        return InterceptorType.FEIGN;
    }
}

Gateway 通过 GlobalFilter

gateway

public interface GlobalFilter {
    Mono<Void> filter(ServerWebExchange exchange, GatewayFilterChain chain);
}

com.nepxion.discovery.plugin.strategy.gateway.filter.AbstractGatewayStrategyRouteFilter

public abstract class AbstractGatewayStrategyRouteFilter implements GatewayStrategyRouteFilter {
    @Autowired
    protected PluginAdapter pluginAdapter;
    @Autowired
    protected StrategyWrapper strategyWrapper;
    @Autowired(
        required = false
    )
    protected GatewayStrategyMonitor gatewayStrategyMonitor;
    @Value("${spring.application.strategy.gateway.header.priority:true}")
    protected Boolean gatewayHeaderPriority;
    @Value("${spring.application.strategy.gateway.original.header.ignored:true}")
    protected Boolean gatewayOriginalHeaderIgnored;
    @Value("${spring.application.strategy.gateway.core.header.transmission.enabled:true}")
    protected Boolean gatewayCoreHeaderTransmissionEnabled;
    @Value("${spring.application.strategy.gateway.route.filter.order:9000}")
    protected Integer filterOrder;

    public AbstractGatewayStrategyRouteFilter() {
    }

    public int getOrder() {
        return this.filterOrder;
    }

    public Mono<Void> filter(ServerWebExchange exchange, GatewayFilterChain chain) {
        GatewayStrategyContext.getCurrentContext().setExchange(exchange);
        ServerHttpRequest request = exchange.getRequest();
        Builder requestBuilder = request.mutate();
        this.applyInnerHeader(request, requestBuilder);
        this.applyOuterHeader(request, requestBuilder);
        if (this.gatewayStrategyMonitor != null) {
            this.gatewayStrategyMonitor.monitor(exchange);
        }

        String path = request.getPath().toString();
        if (path.contains("inspector/inspect")) {
            GatewayStrategyFilterResolver.setHeader(request, requestBuilder, "endpoint-inspector-inspect", this.pluginAdapter.getPluginInfo((String)null), true);
        }

        ServerHttpRequest newRequest = requestBuilder.build();
        ServerWebExchange newExchange = exchange.mutate().request(newRequest).build();
        GatewayStrategyContext.getCurrentContext().setExchange(newExchange);
        return chain.filter(newExchange);
    }

    private void applyInnerHeader(ServerHttpRequest request, Builder requestBuilder) {
        GatewayStrategyFilterResolver.setHeader(request, requestBuilder, "n-d-service-group", this.pluginAdapter.getGroup(), this.gatewayHeaderPriority);
        GatewayStrategyFilterResolver.setHeader(request, requestBuilder, "n-d-service-type", this.pluginAdapter.getServiceType(), false);
        String serviceAppId = this.pluginAdapter.getServiceAppId();
        if (StringUtils.isNotEmpty(serviceAppId)) {
            GatewayStrategyFilterResolver.setHeader(request, requestBuilder, "n-d-service-app-id", serviceAppId, false);
        }

        GatewayStrategyFilterResolver.setHeader(request, requestBuilder, "n-d-service-id", this.pluginAdapter.getServiceId(), false);
        GatewayStrategyFilterResolver.setHeader(request, requestBuilder, "n-d-service-address", this.pluginAdapter.getHost() + ":" + this.pluginAdapter.getPort(), false);
        GatewayStrategyFilterResolver.setHeader(request, requestBuilder, "n-d-service-version", this.pluginAdapter.getVersion(), false);
        GatewayStrategyFilterResolver.setHeader(request, requestBuilder, "n-d-service-region", this.pluginAdapter.getRegion(), false);
        GatewayStrategyFilterResolver.setHeader(request, requestBuilder, "n-d-service-env", this.pluginAdapter.getEnvironment(), false);
        GatewayStrategyFilterResolver.setHeader(request, requestBuilder, "n-d-service-zone", this.pluginAdapter.getZone(), false);
    }

    private void applyOuterHeader(ServerHttpRequest request, Builder requestBuilder) {
        String routeEnvironment = this.getRouteEnvironment();
        if (StringUtils.isNotEmpty(routeEnvironment)) {
            GatewayStrategyFilterResolver.setHeader(request, requestBuilder, "n-d-env", routeEnvironment, false);
        }

        if (this.gatewayCoreHeaderTransmissionEnabled) {
            Map<String, String> headerMap = this.strategyWrapper.getHeaderMap();
            String routeAddress;
            String routeVersionWeight;
            if (MapUtils.isNotEmpty(headerMap)) {
                Iterator var5 = headerMap.entrySet().iterator();

                while(var5.hasNext()) {
                    Entry<String, String> entry = (Entry)var5.next();
                    routeAddress = (String)entry.getKey();
                    routeVersionWeight = (String)entry.getValue();
                    GatewayStrategyFilterResolver.setHeader(request, requestBuilder, routeAddress, routeVersionWeight, this.gatewayHeaderPriority);
                }
            }

            String routeVersion = this.getRouteVersion();
            String routeRegion = this.getRouteRegion();
            routeAddress = this.getRouteAddress();
            routeVersionWeight = this.getRouteVersionWeight();
            String routeRegionWeight = this.getRouteRegionWeight();
            String routeIdBlacklist = this.getRouteIdBlacklist();
            String routeAddressBlacklist = this.getRouteAddressBlacklist();
            if (StringUtils.isNotEmpty(routeVersion)) {
                GatewayStrategyFilterResolver.setHeader(request, requestBuilder, "n-d-version", routeVersion, this.gatewayHeaderPriority);
            } else {
                GatewayStrategyFilterResolver.ignoreHeader(requestBuilder, "n-d-version", this.gatewayHeaderPriority, this.gatewayOriginalHeaderIgnored);
            }

            if (StringUtils.isNotEmpty(routeRegion)) {
                GatewayStrategyFilterResolver.setHeader(request, requestBuilder, "n-d-region", routeRegion, this.gatewayHeaderPriority);
            } else {
                GatewayStrategyFilterResolver.ignoreHeader(requestBuilder, "n-d-region", this.gatewayHeaderPriority, this.gatewayOriginalHeaderIgnored);
            }

            if (StringUtils.isNotEmpty(routeAddress)) {
                GatewayStrategyFilterResolver.setHeader(request, requestBuilder, "n-d-address", routeAddress, this.gatewayHeaderPriority);
            } else {
                GatewayStrategyFilterResolver.ignoreHeader(requestBuilder, "n-d-address", this.gatewayHeaderPriority, this.gatewayOriginalHeaderIgnored);
            }

            if (StringUtils.isNotEmpty(routeVersionWeight)) {
                GatewayStrategyFilterResolver.setHeader(request, requestBuilder, "n-d-version-weight", routeVersionWeight, this.gatewayHeaderPriority);
            } else {
                GatewayStrategyFilterResolver.ignoreHeader(requestBuilder, "n-d-version-weight", this.gatewayHeaderPriority, this.gatewayOriginalHeaderIgnored);
            }

            if (StringUtils.isNotEmpty(routeRegionWeight)) {
                GatewayStrategyFilterResolver.setHeader(request, requestBuilder, "n-d-region-weight", routeRegionWeight, this.gatewayHeaderPriority);
            } else {
                GatewayStrategyFilterResolver.ignoreHeader(requestBuilder, "n-d-region-weight", this.gatewayHeaderPriority, this.gatewayOriginalHeaderIgnored);
            }

            if (StringUtils.isNotEmpty(routeIdBlacklist)) {
                GatewayStrategyFilterResolver.setHeader(request, requestBuilder, "n-d-id-blacklist", routeIdBlacklist, this.gatewayHeaderPriority);
            } else {
                GatewayStrategyFilterResolver.ignoreHeader(requestBuilder, "n-d-id-blacklist", this.gatewayHeaderPriority, this.gatewayOriginalHeaderIgnored);
            }

            if (StringUtils.isNotEmpty(routeAddressBlacklist)) {
                GatewayStrategyFilterResolver.setHeader(request, requestBuilder, "n-d-address-blacklist", routeAddressBlacklist, this.gatewayHeaderPriority);
            } else {
                GatewayStrategyFilterResolver.ignoreHeader(requestBuilder, "n-d-address-blacklist", this.gatewayHeaderPriority, this.gatewayOriginalHeaderIgnored);
            }
        } else {
            GatewayStrategyFilterResolver.ignoreHeader(requestBuilder, "n-d-version");
            GatewayStrategyFilterResolver.ignoreHeader(requestBuilder, "n-d-region");
            GatewayStrategyFilterResolver.ignoreHeader(requestBuilder, "n-d-address");
            GatewayStrategyFilterResolver.ignoreHeader(requestBuilder, "n-d-version-weight");
            GatewayStrategyFilterResolver.ignoreHeader(requestBuilder, "n-d-region-weight");
            GatewayStrategyFilterResolver.ignoreHeader(requestBuilder, "n-d-id-blacklist");
            GatewayStrategyFilterResolver.ignoreHeader(requestBuilder, "n-d-address-blacklist");
        }

    }

    public PluginAdapter getPluginAdapter() {
        return this.pluginAdapter;
    }
}

通过IRule

com.netflix.loadbalancer.IRule

public interface IRule{

    public Server choose(Object key);
    
    public void setLoadBalancer(ILoadBalancer lb);
    
    public ILoadBalancer getLoadBalancer();    
}

通过 pluginAdapter 可以拿到需要的数据

 //TODO 灰度测试
 @Autowired
 private PluginAdapter pluginAdapter;

 @RequestMapping(value = "/gray/{value}", method = RequestMethod.GET)
 public String gray(@PathVariable(value = "value") String value) {
     value = pluginAdapter.getPluginInfo(value);
     value = couponsFeignService.gray(value);
     log.info("调用路径:{}", value);
     return value;
 }

MSE 微服务治理全链路灰度 太贵

阿里云MSE服务治理产品就是一款基于Java Agent实现的无侵入式企业生产级服务治理产品,您不需要修改任何一行业务代码,即可拥有不限于全链路灰度的治理能力,并且支持近 5年内所有的 Spring Boot、Spring Cloud和Dubbo

https://help.aliyun.com/document_detail/359851.html
Spring Cloud(十四):微服务灰度发布 --- Discovery_第6张图片

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