spring-cloud-kubernetes与SpringCloud Gateway
本文是《spring-cloud-kubernetes实战系列》的第五篇，主要内容是在kubernetes上部署一个SpringCloud Gateway应用，该应用使用了spring-cloud-kubernetes框架，可以将请求转发到kubernetes环境中的其他服务上；
系列文章列表
- 《spring-cloud-kubernetes官方demo运行实战》
- 《你好spring-cloud-kubernetes》
- 《spring-cloud-kubernetes背后的三个关键知识点》
- 《spring-cloud-kubernetes的服务发现和轮询实战(含熔断)》
- 《spring-cloud-kubernetes与SpringCloud Gateway》
- 《spring-cloud-kubernetes与k8s的configmap》
本文大纲
接下来的内容由以下几部分组成：
- 什么是SpringCloud Gateway
- SpringCloud Gateway实战参考
- kubernetes上的SpringCloud Gateway
- 实战环境信息
- 实战源码下载
- 开发webdemo
- 开发k8sgatewaydemo
- 解决权限问题
- 最后一个疑问
什么是SpringCloud Gateway
SpringCloud Gateway是SpringCloud技术栈下的网关服务框架，在基于SpringCloud的微服务环境中，外部请求会到达SpringCloud Gateway应用，该应用对请求做转发、过滤、鉴权、熔断等前置操作，一个典型的请求响应流程如下所示：
SpringCloud Gateway实战参考
如果您之前没有使用过SpringCloud Gateway，推荐您阅读《速体验SpringCloud Gateway》，有时间的话动手实战效果更佳，只需编写少量代码就能快速熟悉这个SpringCloud技术栈中非常重要的功能；
kubernetes上的SpringCloud Gateway
注意以下两个知识点：
- SpringCloud Gateway之所以能将外部请求路由到正确的后台服务上，是因为注册中心的存在，SpringCloud Gateway可以在注册中心取得所有服务的信息，因此它可以根据路径和服务的对应关系，将请求转发到对应的服务上；
- 如果您看过本系列的上一篇 《spring-cloud-kubernetes的服务发现和轮询实战(含熔断)》，您就知道spring-cloud-kubernetes框架可以获取kubernetes环境内的所有服务（这里说的服务就是kubernetes的service）；
将以上两个知识点结合起来，于是可以推测：运行在kubernetes环境的SpringCloud Gateway应用，如果使用了spring-cloud-kubernetes框架就能得到kubernetes的service列表，因此可以承担网关的角色，将外部请求转发至kubernetes内的service上，最终到达对应的Pod；
架构如下图所示，请注意黄色背景的对话框，里面标识了关键操作：
至此，理论分析已经完成，我们来实战验证这个理论，接下来我们开发两个java应用：
- 先开发一个普通的web服务，名为webdemo，提供一个http接口；
- 再开发一个SpringCloud Gateway应用，名为k8sgatewaydemo；
环境信息
本次实战的环境和版本信息如下：
- 操作系统：CentOS Linux release 7.6.1810
- minikube：1.1.1
- Java：1.8.0_191
- Maven：3.6.0
- fabric8-maven-plugin插件：3.5.37
- spring-cloud-kubernetes：1.0.1.RELEASE
- spring cloud：Greenwich.SR2
- springboot：2.1.6.RELEASE
源码下载
如果您不打算写代码，也可以从GitHub上下载本次实战的源码，地址和链接信息如下表所示：
| 名称 | 链接 | 备注 |
|---|---|---|
| 项目主页 | https://github.com/zq2599/blog_demos | 该项目在GitHub上的主页 |
| git仓库地址(https) | https://github.com/zq2599/blog_demos.git | 该项目源码的仓库地址，https协议 |
| git仓库地址(ssh) | [email protected]:zq2599/blog_demos.git | 该项目源码的仓库地址，ssh协议 |
这个git项目中有多个文件夹，本章的两个应用分别在webdemo和k8sgatewaydemo文件夹下；
下图红框中是webdemo应用的源码：
下图红框中是k8sgatewaydemo应用的源码：
下面是详细的编码过程；
开发webdemo
webdemo是个极其普通的spring boot应用，和SpringCloud没有任何关系；
- webdemo提供一个http接口，将请求header中名为extendtag的参数返回给请求方，controller类如下：
@RestController
@RequestMapping("/hello")
public class HelloController {
@RequestMapping(value = "time", method = RequestMethod.GET)
public String hello(HttpServletRequest request){
return "hello, "
+ new SimpleDateFormat("yyyy-MM-dd HH:mm:ss").format(new Date())
+ ", extendtag ["
+ request.getHeader("extendtag")
+ "]";
}
}
- 启动类WebdemoApplication.java：
@SpringBootApplication
public class WebdemoApplication {
public static void main(String[] args) {
SpringApplication.run(WebdemoApplication.class, args);
}
}
- 要注意的是pom.xml，里面通过名为fabric8-maven-plugin的maven插件，将webdemo快速部署到minikube环境：
<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>4.0.0modelVersion>
<parent>
<groupId>org.springframework.bootgroupId>
<artifactId>spring-boot-starter-parentartifactId>
<version>2.1.6.RELEASEversion>
<relativePath/>
parent>
<groupId>com.bolingcavalrygroupId>
<artifactId>webdemoartifactId>
<version>0.0.1-SNAPSHOTversion>
<name>webdemoname>
<description>Demo project for Spring Bootdescription>
<properties>
<java.version>1.8java.version>
<spring-boot.version>2.1.6.RELEASEspring-boot.version>
<fabric8.maven.plugin.version>3.5.37fabric8.maven.plugin.version>
properties>
<dependencies>
<dependency>
<groupId>org.springframework.bootgroupId>
<artifactId>spring-boot-starter-webartifactId>
dependency>
<dependency>
<groupId>org.springframework.bootgroupId>
<artifactId>spring-boot-starter-testartifactId>
<scope>testscope>
dependency>
dependencies>
<build>
<plugins>
<plugin>
<groupId>org.springframework.bootgroupId>
<artifactId>spring-boot-maven-pluginartifactId>
<version>${spring-boot.version}version>
<executions>
<execution>
<goals>
<goal>repackagegoal>
goals>
execution>
executions>
plugin>
<plugin>
<groupId>org.apache.maven.pluginsgroupId>
<artifactId>maven-deploy-pluginartifactId>
<version>${maven-deploy-plugin.version}version>
<configuration>
<skip>trueskip>
configuration>
plugin>
<plugin>
<groupId>org.apache.maven.pluginsgroupId>
<artifactId>maven-surefire-pluginartifactId>
<version>${maven-surefire-plugin.version}version>
<configuration>
<skipTests>trueskipTests>
<useSystemClassLoader>falseuseSystemClassLoader>
configuration>
plugin>
<plugin>
<groupId>io.fabric8groupId>
<artifactId>fabric8-maven-pluginartifactId>
<version>${fabric8.maven.plugin.version}version>
<executions>
<execution>
<id>fmpid>
<goals>
<goal>resourcegoal>
goals>
execution>
executions>
plugin>
plugins>
build>
<profiles>
<profile>
<id>kubernetesid>
<build>
<plugins>
<plugin>
<groupId>io.fabric8groupId>
<artifactId>fabric8-maven-pluginartifactId>
<version>${fabric8.maven.plugin.version}version>
<executions>
<execution>
<id>fmpid>
<goals>
<goal>resourcegoal>
<goal>buildgoal>
goals>
execution>
executions>
<configuration>
<enricher>
<config>
<fmp-service>
<type>NodePorttype>
fmp-service>
config>
enricher>
configuration>
plugin>
plugins>
build>
profile>
profiles>
project>
- 以上就是webdemo应用的内容了，接下来要编译、构建、部署到minikube环境，在pom.xml执行以下命令即可：
mvn clean install fabric8:deploy -Dfabric8.generator.from=fabric8/java-jboss-openjdk8-jdk -Pkubernetes
部署完成后终端输出类似如下成功信息：
[INFO]
[INFO] <<< fabric8-maven-plugin:3.5.37:deploy (default-cli) < install @ webdemo <<<
[INFO]
[INFO]
[INFO] --- fabric8-maven-plugin:3.5.37:deploy (default-cli) @ webdemo ---
[INFO] F8: Using Kubernetes at https://192.168.121.133:8443/ in namespace default with manifest /usr/local/work/k8s/webdemo/target/classes/META-INF/fabric8/kubernetes.yml
[INFO] Using namespace: default
[INFO] Updating a Service from kubernetes.yml
[INFO] Updated Service: target/fabric8/applyJson/default/service-webdemo.json
[INFO] Using namespace: default
[INFO] Updating Deployment from kubernetes.yml
[INFO] Updated Deployment: target/fabric8/applyJson/default/deployment-webdemo.json
[INFO] F8: HINT: Use the command `kubectl get pods -w` to watch your pods start up
[INFO] ------------------------------------------------------------------------
[INFO] BUILD SUCCESS
[INFO] ------------------------------------------------------------------------
[INFO] Total time: 11.804 s
[INFO] Finished at: 2019-07-07T21:32:26+08:00
[INFO] ------------------------------------------------------------------------
- 查看service和pod，确认一切正常：
[root@minikube webdemo]# kubectl get service
NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE
kubernetes ClusterIP 10.96.0.1 <none> 443/TCP 29d
webdemo NodePort 10.106.98.137 <none> 8080:30160/TCP 115m
[root@minikube webdemo]# kubectl get pod
NAME READY STATUS RESTARTS AGE
webdemo-c9f774b9-gsbgx 1/1 Running 0 3m13s
- 使用minikube命令取得webdemo服务对外暴露的地址：
[root@minikube webdemo]# minikube service webdemo --url
http://192.168.121.133:30160
可见外部通过地址：http://192.168.121.133:30160 即可访问到webdemo应用；
7. 在浏览器输入地址：http://192.168.121.133:30160/hello/time ，即可验证webdemo的http接口是否正常，如下图，由于header中没有extendtag属性，因此返回的extendtag为null：
至此，webdemo在minikue上已经正常运行，该开发gateway应用了；
开发k8sgatewaydemo
- 基于maven创建一个名为k8sgatewaydemo的springboot应用，pom.xml内容如下：
<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>4.0.0modelVersion>
<parent>
<groupId>org.springframework.bootgroupId>
<artifactId>spring-boot-starter-parentartifactId>
<version>2.1.6.RELEASEversion>
<relativePath/>
parent>
<groupId>com.bolingcavalrygroupId>
<artifactId>k8sgatewaydemoartifactId>
<version>0.0.1-SNAPSHOTversion>
<name>k8sgatewaydemoname>
<description>Demo project for Spring Bootdescription>
<properties>
<java.version>1.8java.version>
<spring-boot.version>2.1.6.RELEASEspring-boot.version>
<maven-checkstyle-plugin.failsOnError>falsemaven-checkstyle-plugin.failsOnError>
<maven-checkstyle-plugin.failsOnViolation>falsemaven-checkstyle-plugin.failsOnViolation>
<maven-checkstyle-plugin.includeTestSourceDirectory>falsemaven-checkstyle-plugin.includeTestSourceDirectory>
<maven-compiler-plugin.version>3.5maven-compiler-plugin.version>
<maven-deploy-plugin.version>2.8.2maven-deploy-plugin.version>
<maven-failsafe-plugin.version>2.18.1maven-failsafe-plugin.version>
<maven-surefire-plugin.version>2.21.0maven-surefire-plugin.version>
<fabric8.maven.plugin.version>3.5.37fabric8.maven.plugin.version>
<springcloud.kubernetes.version>1.0.1.RELEASEspringcloud.kubernetes.version>
<spring-cloud.version>Greenwich.SR2spring-cloud.version>
properties>
<dependencies>
<dependency>
<groupId>org.springframework.cloudgroupId>
<artifactId>spring-cloud-starter-gatewayartifactId>
dependency>
<dependency>
<groupId>org.springframework.bootgroupId>
<artifactId>spring-boot-starter-testartifactId>
<scope>testscope>
dependency>
<dependency>
<groupId>org.springframework.cloudgroupId>
<artifactId>spring-cloud-kubernetes-coreartifactId>
<version>${springcloud.kubernetes.version}version>
dependency>
<dependency>
<groupId>org.springframework.cloudgroupId>
<artifactId>spring-cloud-kubernetes-discoveryartifactId>
<version>${springcloud.kubernetes.version}version>
dependency>
<dependency>
<groupId>org.springframework.cloudgroupId>
<artifactId>spring-cloud-starter-kubernetes-ribbonartifactId>
<version>${springcloud.kubernetes.version}version>
dependency>
<dependency>
<groupId>org.springframework.cloudgroupId>
<artifactId>spring-cloud-commonsartifactId>
dependency>
<dependency>
<groupId>org.springframework.bootgroupId>
<artifactId>spring-boot-starterartifactId>
dependency>
<dependency>
<groupId>org.springframework.cloudgroupId>
<artifactId>spring-cloud-starter-netflix-ribbonartifactId>
dependency>
<dependency>
<groupId>org.springframework.cloudgroupId>
<artifactId>spring-cloud-starter-netflix-hystrixartifactId>
dependency>
dependencies>
<dependencyManagement>
<dependencies>
<dependency>
<groupId>org.springframework.cloudgroupId>
<artifactId>spring-cloud-dependenciesartifactId>
<version>${spring-cloud.version}version>
<type>pomtype>
<scope>importscope>
dependency>
dependencies>
dependencyManagement>
<build>
<plugins>
<plugin>
<groupId>org.springframework.bootgroupId>
<artifactId>spring-boot-maven-pluginartifactId>
<version>${spring-boot.version}version>
<executions>
<execution>
<goals>
<goal>repackagegoal>
goals>
execution>
executions>
plugin>
<plugin>
<groupId>org.apache.maven.pluginsgroupId>
<artifactId>maven-deploy-pluginartifactId>
<version>${maven-deploy-plugin.version}version>
<configuration>
<skip>trueskip>
configuration>
plugin>
<plugin>
<groupId>org.apache.maven.pluginsgroupId>
<artifactId>maven-surefire-pluginartifactId>
<version>${maven-surefire-plugin.version}version>
<configuration>
<skipTests>trueskipTests>
<useSystemClassLoader>falseuseSystemClassLoader>
configuration>
plugin>
<plugin>
<groupId>io.fabric8groupId>
<artifactId>fabric8-maven-pluginartifactId>
<version>${fabric8.maven.plugin.version}version>
<executions>
<execution>
<id>fmpid>
<goals>
<goal>resourcegoal>
goals>
execution>
executions>
plugin>
plugins>
build>
<profiles>
<profile>
<id>kubernetesid>
<build>
<plugins>
<plugin>
<groupId>io.fabric8groupId>
<artifactId>fabric8-maven-pluginartifactId>
<version>${fabric8.maven.plugin.version}version>
<executions>
<execution>
<id>fmpid>
<goals>
<goal>resourcegoal>
<goal>buildgoal>
goals>
execution>
executions>
<configuration>
<enricher>
<config>
<fmp-service>
<type>NodePorttype>
fmp-service>
config>
enricher>
configuration>
plugin>
plugins>
build>
profile>
profiles>
project>
上述pom文件中有以下几点需要注意：
第一、 依赖spring-cloud-kubernetes-core和spring-cloud-kubernetes-discovery，这样能用到spring-cloud-kubernetes提供的服务发现能力；
第二、依赖spring-cloud-starter-gateway，这样能用上SpringCloud的gateway能力；
第三、不要依赖spring-boot-starter-web，会和spring-cloud-starter-gateway冲突，启动时抛出以下异常：
2019-07-06 08:12:09.188 WARN 1 --- [ main] ConfigServletWebServerApplicationContext :
Exception encountered during context initialization -
cancelling refresh attempt:
org.springframework.beans.factory.UnsatisfiedDependencyException:
Error creating bean with name 'routeDefinitionRouteLocator' defined in class path resource [org/springframework/cloud/gateway/config/GatewayAutoConfiguration.class]:
Unsatisfied dependency expressed through method 'routeDefinitionRouteLocator' parameter 1;
nested exception is org.springframework.beans.factory.UnsatisfiedDependencyException:
Error creating bean with name 'modifyRequestBodyGatewayFilterFactory' defined in class path resource [org/springframework/cloud/gateway/config/GatewayAutoConfiguration.class]:
Unsatisfied dependency expressed through method 'modifyRequestBodyGatewayFilterFactory' parameter 0;
nested exception is org.springframework.beans.factory.NoSuchBeanDefinitionException: No qualifying bean of type 'org.springframework.http.codec.ServerCodecConfigurer' available:
expected at least 1 bean which qualifies as autowire candidate. Dependency annotations: {}
- 开发SpringCloud Gateway的启动类K8sgatewaydemoApplication.java，里面也包含了网关路由配置的实例化，除了配置路径和转发服务的关系，还在请求的header中添加了extendtag属性，请注意注释的内容：
@SpringBootApplication
@EnableDiscoveryClient
public class K8sgatewaydemoApplication {
public static void main(String[] args) {
SpringApplication.run(K8sgatewaydemoApplication.class, args);
}
@Bean
public RouteLocator customRouteLocator(RouteLocatorBuilder builder) {
return builder.routes()
//增加一个path匹配，以"/customize/hello/"开头的请求都在此路由
.route(r -> r.path("/customize/hello/**")
//表示将路径中的第一级参数删除，用剩下的路径与webdemo的路径做拼接，
//这里就是"lb://webdemo/hello/"，能匹配到webdemo的HelloController的路径
.filters(f -> f.stripPrefix(1)
//在请求的header中添加一个key&value
.addRequestHeader("extendtag", "geteway-" + System.currentTimeMillis()))
//指定匹配服务webdemo，lb是load balance的意思
.uri("lb://webdemo")
).build();
}
}
从上述代码可见，K8sgatewaydemoApplication与普通环境下的SpringCloud Gateway并无差别，都是通过EnableDiscoveryClient注解获取服务列表，配置RouteLocator实现路由逻辑；
3. 配置文件application.yml的内容：
spring:
application:
name: gateway
cloud:
gateway:
discovery:
locator:
enabled: true
lowerCaseServiceId: true
- 以上就是k8sgatewaydemo应用的内容了，接下来要编译、构建、部署到minikube环境，在pom.xml执行以下命令即可：
mvn clean install fabric8:deploy -Dfabric8.generator.from=fabric8/java-jboss-openjdk8-jdk -Pkubernetes
部署完成后终端输出类似如下成功信息：
[INFO]
[INFO] <<< fabric8-maven-plugin:3.5.37:deploy (default-cli) < install @ k8sgatewaydemo <<<
[INFO]
[INFO]
[INFO] --- fabric8-maven-plugin:3.5.37:deploy (default-cli) @ k8sgatewaydemo ---
[INFO] F8: Using Kubernetes at https://192.168.121.133:8443/ in namespace default with manifest /usr/local/work/k8s/k8sgatewaydemo/target/classes/META-INF/fabric8/kubernetes.yml
[INFO] Using namespace: default
[INFO] Updating a Service from kubernetes.yml
[INFO] Updated Service: target/fabric8/applyJson/default/service-k8sgatewaydemo.json
[INFO] Using namespace: default
[INFO] Updating Deployment from kubernetes.yml
[INFO] Updated Deployment: target/fabric8/applyJson/default/deployment-k8sgatewaydemo.json
[INFO] F8: HINT: Use the command `kubectl get pods -w` to watch your pods start up
[INFO] ------------------------------------------------------------------------
[INFO] BUILD SUCCESS
[INFO] ------------------------------------------------------------------------
[INFO] Total time: 16.538 s
[INFO] Finished at: 2019-07-07T22:04:48+08:00
[INFO] ------------------------------------------------------------------------
- 查看service和pod，确认一切正常：
[root@minikube k8sgatewaydemo]# clear
[root@minikube k8sgatewaydemo]# kubectl get service
NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE
k8sgatewaydemo NodePort 10.97.94.238 <none> 8080:31352/TCP 129m
kubernetes ClusterIP 10.96.0.1 <none> 443/TCP 29d
webdemo NodePort 10.106.98.137 <none> 8080:30160/TCP 145m
[root@minikube k8sgatewaydemo]# kubectl get pod
NAME READY STATUS RESTARTS AGE
k8sgatewaydemo-6fbb79885c-r2jfn 1/1 Running 0 33s
webdemo-c9f774b9-gsbgx 1/1 Running 0 32m
- 使用minikube命令取得webdemo服务对外暴露的地址：
[root@minikube k8sgatewaydemo]# minikube service k8sgatewaydemo --url
http://192.168.121.133:31352
可见外部通过地址：http://192.168.121.133:31352 即可访问到k8sgatewaydemo应用；
7. 在浏览器输入地址：http://192.168.121.133:31352/customize/hello/time ，即可验证k8sgatewaydemo作为网关应用，能否将路径中带有customize的请求转发到webdemo应用，并且在请求header中添加名为entendtag的属性，如下图，浏览器展示的内容是webdemo的http接口返回的，并且extendtag的内容也不为空了，而是k8sgatewaydemo在转发前写入的：
上述结果表明已可以证明我们之前的推测是正确的：SpringCloud Gateway应用在使用了spring-cloud-kubernetes提供的注册发现能力后，可以将请求转发到kubernetes环境中的服务上；
也就是说，借助spring-cloud-kubernetes框架，你在SpringCloud环境开发的SpringCloud Gateway应用，可以以很小的代价迁移到kubernetes环境，与kubernetes环境中的service可以很好的交互，而原有的eureka注册中心也可以不用了；
解决权限问题
如果您的spring-cloud-kubernetes在向webdemo转发请求时抛出以下错误，那是因为遇到了kubernetes的权限问题：
2019-07-06 04:46:40.042 WARN 1 --- [erListUpdater-1] c.n.l.PollingServerListUpdater : Failed one update cycle
io.fabric8.kubernetes.client.KubernetesClientException: Failure executing: GET at: https://10.96.0.1/api/v1/namespaces/default/endpoints/account-service. Message: Forbidden!Configured service account doesn't have access. Service account may have been revoked. endpoints "account-service" is forbidden: User "system:serviceaccount:default:default" cannot get resource "endpoints" in API group "" in the namespace "default".
at io.fabric8.kubernetes.client.dsl.base.OperationSupport.requestFailure(OperationSupport.java:476) ~[kubernetes-client-4.1.0.jar!/:na]
at io.fabric8.kubernetes.client.dsl.base.OperationSupport.assertResponseCode(OperationSupport.java:413) ~[kubernetes-client-4.1.0.jar!/:na]
at io.fabric8.kubernetes.client.dsl.base.OperationSupport.handleResponse(OperationSupport.java:381) ~[kubernetes-client-4.1.0.jar!/:na]
at io.fabric8.kubernetes.client.dsl.base.OperationSupport.handleResponse(OperationSupport.java:344) ~[kubernetes-client-4.1.0.jar!/:na]
at io.fabric8.kubernetes.client.dsl.base.OperationSupport.handleGet(OperationSupport.java:313) ~[kubernetes-client-4.1.0.jar!/:na]
at io.fabric8.kubernetes.client.dsl.base.OperationSupport.handleGet(OperationSupport.java:296) ~[kubernetes-client-4.1.0.jar!/:na]
at io.fabric8.kubernetes.client.dsl.base.BaseOperation.handleGet(BaseOperation.java:794) ~[kubernetes-client-4.1.0.jar!/:na]
at io.fabric8.kubernetes.client.dsl.base.BaseOperation.getMandatory(BaseOperation.java:210) ~[kubernetes-client-4.1.0.jar!/:na]
at io.fabric8.kubernetes.client.dsl.base.BaseOperation.get(BaseOperation.java:177) ~[kubernetes-client-4.1.0.jar!/:na]
at org.springframework.cloud.kubernetes.ribbon.KubernetesServerList
.getUpdatedListOfServers(KubernetesServerList.java:75) ~[spring-cloud-kubernetes-ribbon-1.0.1.RELEASE.jar!/:1.0.1.RELEASE]
at com.netflix.loadbalancer.DynamicServerListLoadBalancer.updateListOfServers(DynamicServerListLoadBalancer.java:240) ~[ribbon-loadbalancer-2.3.0.jar!/:2.3.0]
at com.netflix.loadbalancer.DynamicServerListLoadBalancer$1.doUpdate(DynamicServerListLoadBalancer.java:62) ~[ribbon-loadbalancer-2.3.0.jar!/:2.3.0]
at com.netflix.loadbalancer.PollingServerListUpdater$1.run(PollingServerListUpdater.java:116) ~[ribbon-loadbalancer-2.3.0.jar!/:2.3.0]
at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511) [na:1.8.0_191]
at java.util.concurrent.FutureTask.runAndReset(FutureTask.java:308) [na:1.8.0_191]
at java.util.concurrent.ScheduledThreadPoolExecutor$ScheduledFutureTask.access$301(ScheduledThreadPoolExecutor.java:180) [na:1.8.0_191]
at java.util.concurrent.ScheduledThreadPoolExecutor$ScheduledFutureTask.run(ScheduledThreadPoolExecutor.java:294) [na:1.8.0_191]
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149) [na:1.8.0_191]
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624) [na:1.8.0_191]
at java.lang.Thread.run(Thread.java:748) [na:1.8.0_191]
处理方法是创建ServiceAccount对象，步骤如下：
- 创建名为fabric8-rbac.yaml的文件，内容如下：
# NOTE: The service account `default:default` already exists in k8s cluster.
# You can create a new account following like this:
#---
#apiVersion: v1
#kind: ServiceAccount
#metadata:
# name: - 执行以下命令即可创建ServiceAccount对象：
kubectl apply -f fabric8-rbac.yaml
- 再在浏览器上继续刚才的验证，可以操作成功；
最后一个疑问
再回顾一下k8sgatewaydemo的开发过程，您会发现除了依赖spring-cloud-kubernetes对应的maven库，我们并没有显式调用spring-cloud-kubernetes相关的API或者做相关配置，就获取了所在kubernetes环境的原生服务，这是怎么回事呢？为何成本如此的低？
答案就在《spring-cloud-kubernetes背后的三个关键知识点》一文中，推荐您回顾一下此文。
至此，spring-cloud-kubernetes框架下的SpringCloud Gateway开发实战就完成了，希望本文能帮助您更好的理解和使用spring-cloud-kubernetes，更加高效的将应用向容器化迁移。
欢迎关注我的公众号：程序员欣宸
