增加README.md
24
README.md
@ -66,18 +66,18 @@ spring-cloud:Finchley.SR2
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## 3. spring-cloud samples
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| samples | 描述 | 官方文档 |
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| ------------------------------------------------------------ | ---------------------------------- | ------------------------------------------------------------ |
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| spring-cloud | 微服务简介与用例说明 | |
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| [spring-cloud-Eureka](https://github.com/heibaiying/spring-samples-for-all/tree/master/spring-cloud/spring-cloud-eureka) | 服务的注册和发现 | [Service Discovery: Eureka Clients](https://cloud.spring.io/spring-cloud-static/spring-cloud-netflix/2.1.0.RC3/single/spring-cloud-netflix.html#_service_discovery_eureka_clients) |
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| [spring-cloud-Eureka-cluster](https://github.com/heibaiying/spring-samples-for-all/tree/master/spring-cloud/spring-cloud-eureka-cluster) | eureka 高可用集群搭建 | |
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| spring-cloud-Ribbon | RestTemplate的使用、客户端负载均衡 | [ribbon](http://cloud.spring.io/spring-cloud-netflix/multi/multi_spring-cloud-ribbon.html) |
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| spring-cloud-OpenFeign | 声明式服务调用 | [Spring Cloud OpenFeign 官方文档](https://spring.io/projects/spring-cloud-openfeign#learn) |
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| spring-cloud-Hystrix | 熔断器 | |
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| spring-cloud-zuul | 网关服务 | [Router and Filter: Zuul](http://projects.spring.io/spring-cloud/spring-cloud.html#_router_and_filter_zuul) |
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| spring-cloud-sleuth-Zipkin | 分布式系统服务追踪 | [Spring Cloud Sleuth](https://spring.io/projects/spring-cloud-sleuth#learn) |
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| spring-cloud-config-bus | 配置中心 + 消息总线实现配置热更新 | [Spring Cloud Config](https://spring.io/projects/spring-cloud-config#learn) |
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| spring-cloud-stream | spring cloud 对消息服务的抽象整合 | [spring-cloud-stream官方文档](https://cloud.spring.io/spring-cloud-stream/) |
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| samples | 描述 | 官方文档 |
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| ------------------------------------------------------------ | ----------------------------------------- | ------------------------------------------------------------ |
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| spring-cloud | 微服务简介与用例说明 | |
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| [spring-cloud-Eureka](https://github.com/heibaiying/spring-samples-for-all/tree/master/spring-cloud/spring-cloud-eureka) | 服务的注册和发现 | [Service Discovery: Eureka Clients](https://cloud.spring.io/spring-cloud-static/spring-cloud-netflix/2.1.0.RC3/single/spring-cloud-netflix.html#_service_discovery_eureka_clients) |
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| [spring-cloud-Eureka-cluster](https://github.com/heibaiying/spring-samples-for-all/tree/master/spring-cloud/spring-cloud-eureka-cluster) | eureka 高可用集群搭建 | |
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| spring-cloud-Ribbon | RestTemplate的使用、客户端负载均衡 | [ribbon](http://cloud.spring.io/spring-cloud-netflix/multi/multi_spring-cloud-ribbon.html) |
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| spring-cloud-OpenFeign | 声明式服务调用 | [Spring Cloud OpenFeign 官方文档](https://spring.io/projects/spring-cloud-openfeign#learn) |
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| spring-cloud-Hystrix | 熔断器的实现、熔断器监控、turbine聚合监控 | |
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| spring-cloud-zuul | 网关服务 | [Router and Filter: Zuul](http://projects.spring.io/spring-cloud/spring-cloud.html#_router_and_filter_zuul) |
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| spring-cloud-sleuth-Zipkin | 分布式系统服务追踪 | [Spring Cloud Sleuth](https://spring.io/projects/spring-cloud-sleuth#learn) |
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| spring-cloud-config-bus | 配置中心 + 消息总线实现配置热更新 | [Spring Cloud Config](https://spring.io/projects/spring-cloud-config#learn) |
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| spring-cloud-stream | spring cloud 对消息服务的抽象整合 | [spring-cloud-stream官方文档](https://cloud.spring.io/spring-cloud-stream/) |
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<br/>
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|
BIN
pictures/circuitbreaker.png
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pictures/common-feign.png
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pictures/dashboard-direct-vs-turbine-640.png
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pictures/dashboard.png
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pictures/feign-8040.png
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pictures/feign-consumer.png
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pictures/feign-hystrix-maven.png
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After Width: | Height: | Size: 35 KiB |
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pictures/feign-producer.png
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After Width: | Height: | Size: 8.1 KiB |
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pictures/hystrix-8030-login.png
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After Width: | Height: | Size: 56 KiB |
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pictures/hystrix-8030.png
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After Width: | Height: | Size: 14 KiB |
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pictures/hystrix-c.png
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After Width: | Height: | Size: 8.5 KiB |
Before Width: | Height: | Size: 107 KiB After Width: | Height: | Size: 93 KiB |
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pictures/openfeign.png
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After Width: | Height: | Size: 14 KiB |
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pictures/spring-cloud-feign.png
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After Width: | Height: | Size: 11 KiB |
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pictures/spring-cloud-hystrix.png
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After Width: | Height: | Size: 12 KiB |
@ -1,3 +1,325 @@
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http://localhost:8040/turbine.stream
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# spring-cloud-hystrix-turbine
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http://localhost:8020/actuator/hystrix.stream
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## 一、hystrix 简介
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#### 1.1 熔断器
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在分布式系统中,由于服务之间相互的依赖调用,如果一个服务单元发生了故障就有可能导致故障蔓延至整个系统,从而衍生出一系列的保护机制,断路器就是其中之一。
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断路器可以在服务单元发生故障的时候,及时切断与服务单元的连接,避免资源被长时间占用。spring cloud hystrix组件实现了断路器、线程隔离等一系列基本功能,并具有服务降级、服务熔断、请求缓存、请求合并以及服务监控等配套功能。
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#### 1.2 hystrix 工作机制
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- 当一个服务的处理请求的失败次数低于阈值时候,熔断器处于关闭状态,服务正常;
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- 当一个服务的处理请求的失败次数大于阈值时候,熔断器开启,这时候所有的请求都会执行快速失败,是不会去调用实际的服务的;
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- 当熔断器处于打开状态的一段时间后,熔断器处于半打开状态,这时候一定数量的请求回去调用实际的服务,如果调用成功,则代表服务可用了,熔断器关闭;如果还是失败,则代表服务还是不可用,熔断器继续关闭。
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## 二、项目结构
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[spring-cloud-ribbon](https://github.com/heibaiying/spring-samples-for-all/tree/master/spring-cloud/spring-cloud-ribbon)用例已经实现通过ribbon+restTemplate实现服务间的调用,本用例在其基础上进行hystrix 的整合。
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+ common: 公共的接口和实体类;
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+ consumer: 服务的消费者,采用RestTemplate调用产品服务;
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+ producer:服务的提供者;
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+ eureka: 注册中心;
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+ turbine:多个熔断器的聚合监控。
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## 三、整合 hystrix (以consumer模块为例)
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#### 3.1 引入依赖
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hystrix的仪表盘功能实际上是从[端点](https://github.com/heibaiying/spring-samples-for-all/tree/master/spring-boot/spring-boot-actuator)获取数据,所以需要actuator starter开启端点的相关功能。
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```xml
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<!--hystrix 依赖-->
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<dependency>
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<groupId>org.springframework.cloud</groupId>
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<artifactId>spring-cloud-starter-netflix-hystrix</artifactId>
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</dependency>
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<!--hystrix 监控仪表盘依赖-->
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<dependency>
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<groupId>org.springframework.cloud</groupId>
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<artifactId>spring-cloud-starter-netflix-hystrix-dashboard</artifactId>
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</dependency>
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<!--健康检查依赖-->
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<dependency>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-starter-actuator</artifactId>
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</dependency>
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```
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#### 3.2 暴露端点
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```java
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management:
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endpoints:
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web:
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exposure:
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# 需要开启hystrix.stream端点的暴露 这样才能获取到监控信息 * 代表开启所有可监控端点
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include: "*"
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```
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#### 3.3 在启动类上添加注解@EnableHystrix和@EnableHystrixDashboard
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```java
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@SpringBootApplication
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@EnableDiscoveryClient
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@EnableHystrix
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@EnableHystrixDashboard
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public class ConsumerApplication {
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public static void main(String[] args) {
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SpringApplication.run(ConsumerApplication.class, args);
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}
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}
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```
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#### 3.4 使用 @HystrixCommand 定义失败回退的方法
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```java
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@HystrixCommand(fallbackMethod = "queryProductsFail")
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public List<Product> queryAllProducts() {
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ResponseEntity<List> responseEntity = restTemplate.getForEntity("http://producer/products", List.class);
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List<Product> productList = responseEntity.getBody();
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return productList;
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}
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// 如果发送熔断返回空集合,在前端判断处理
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public List<Product> queryProductsFail() {
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return new ArrayList<>();
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}
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```
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```html
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<!doctype html>
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<html lang="en">
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<head>
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<title>产品列表</title>
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</head>
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<body>
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<h3>产品列表:点击查看详情</h3>
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<form action="/sell/product" method="post">
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<input type="text" name="productName">
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<input type="submit" value="新增产品">
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</form>
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<ul>
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<#if (products?size>0) >
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<#list products as product>
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<li>
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<a href="/sell/product/${product.id}">${product.name}</a>
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</li>
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</#list>
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<#else>
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<h4 style="color: red">当前排队人数过多,请之后再购买!</h4>
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</#if>
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</ul>
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</body>
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</html>
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```
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#### 3.5 模拟熔断
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这里被调用方采用线程休眠的方式模拟服务超时,Hystrix默认超时时间为2s,调用远程服务时候超过这个时间,会触发熔断。
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```java
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public List<Product> queryAllProducts() {
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// hystrix 默认超时是2秒
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int i = new Random().nextInt(2500);
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try {
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Thread.sleep(i);
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} catch (InterruptedException e) {
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e.printStackTrace();
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}
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return productList;
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}
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```
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3.5 启动服务,访问http://localhost:8030/sell/products ,多次刷新查看熔断情况
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#### 3.5 启动服务,访问 localhost:8030/hystrix
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依次输出http://localhost:8030/actuator/hystrix.stream(监控地址) ,2000(延迟时间),title可以任意填写,进入监控台。
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需要注意的是在spring cloud Finchley.SR2,监控地址中都是有/actuator的,因为在spring boot 2.x 的所有端点(包括自定义端点)都是暴露在这个路径下,在启动时候的控制台输出的日志可以查看到所有暴露端点的映射。
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**登录页面**:
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**监控页面**:
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**关于各个参数的说明参见[官方wiki](https://github.com/Netflix-Skunkworks/hystrix-dashboard/wiki)提供的图**:
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## 四、使用turbine 实现聚合监控
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单体监控和聚合监控:
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#### 4.1 创建turbine模块,导入依赖
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```xml
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<?xml version="1.0" encoding="UTF-8"?>
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<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
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xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
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<modelVersion>4.0.0</modelVersion>
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<parent>
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<groupId>com.heibaiying.hystrix</groupId>
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<artifactId>spring-cloud-hystrx</artifactId>
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<version>0.0.1-SNAPSHOT</version>
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</parent>
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<artifactId>turbine</artifactId>
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<dependencies>
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<dependency>
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<groupId>org.springframework.cloud</groupId>
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<artifactId>spring-cloud-starter-netflix-eureka-client</artifactId>
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</dependency>
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<dependency>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-starter-actuator</artifactId>
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</dependency>
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<dependency>
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<groupId>org.springframework.cloud</groupId>
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<artifactId>spring-cloud-starter-netflix-hystrix</artifactId>
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</dependency>
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<dependency>
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<groupId>org.springframework.cloud</groupId>
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<artifactId>spring-cloud-starter-netflix-hystrix-dashboard</artifactId>
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</dependency>
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<dependency>
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<groupId>org.springframework.cloud</groupId>
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<artifactId>spring-cloud-starter-netflix-turbine</artifactId>
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</dependency>
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</dependencies>
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<build>
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<plugins>
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<plugin>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-maven-plugin</artifactId>
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</plugin>
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</plugins>
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</build>
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</project>
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```
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#### 4.2 指定注册中心地址和聚合的项目,这里我们监控 consumer,producer 两个项目
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```java
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server:
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port: 8040
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# 指定服务命名
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spring:
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application:
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name: turbine
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# 指定注册中心地址
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eureka:
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client:
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serviceUrl:
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defaultZone: http://localhost:8010/eureka/
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# 指定聚合的项目
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turbine:
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aggregator:
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cluster-config: default
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combine-host-port: true
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app-config: consumer,producer
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clusterNameExpression: "'default'"
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```
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#### 4.3 在启动类上添加注解
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|
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```java
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@SpringBootApplication
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@EnableDiscoveryClient
|
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@EnableHystrix
|
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@EnableHystrixDashboard
|
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@EnableTurbine
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public class TurbineApplication {
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|
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public static void main(String[] args) {
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SpringApplication.run(TurbineApplication.class, args);
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}
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}
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```
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#### 4.4 依次启动eureka、producer、consumer、turbine四个项目
|
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在 localhost:8030/hystrix或者localhost:8030/hystrix(consumer和producer都集成了hystrix) 页面输入http://localhost:8040/turbine.stream,查看断路器聚合信息
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|
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|
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**显示了不同服务单元(consumer,producer)的多个断路器信息:**
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|
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|
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## 五、整合过程中可能出现的问题
|
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|
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#### 5.1 无法访问监控页面
|
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|
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1. 一般是端点链接输入不对,在F版本的spring cloud 中,输入监控的端点链接是 http://localhost:8030/actuator/hystrix.stream,中间是有/actuator/(之前版本的没有/actuator/)
|
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|
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2. 没有暴露端点链接,暴露端点链接有两种方式,一种是我们在上文中提到的基于配置的方式
|
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|
||||
```yaml
|
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management:
|
||||
endpoints:
|
||||
web:
|
||||
exposure:
|
||||
# 需要开启hystrix.stream端点的暴露 这样才能获取到监控信息 * 代表开启所有可监控端点
|
||||
include: "*"
|
||||
```
|
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|
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第二种方式是基于代码的方式,如下:
|
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|
||||
```java
|
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@Bean
|
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public ServletRegistrationBean getServlet() {
|
||||
HystrixMetricsStreamServlet streamServlet = new HystrixMetricsStreamServlet();
|
||||
ServletRegistrationBean registrationBean = new ServletRegistrationBean(streamServlet);
|
||||
registrationBean.setLoadOnStartup(1);
|
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registrationBean.addUrlMappings("/actuator/hystrix.stream");
|
||||
registrationBean.setName("HystrixMetricsStreamServlet");
|
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return registrationBean;
|
||||
}
|
||||
```
|
||||
|
||||
这两种方式二选一即可,就算是采用代码的方式,还是建议将地址设置为/actuator/hystrix.stream,而不是原来的hystrix.stream,因为turbine默认也是从/actuator/hystrix.stream去获取信息。
|
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|
||||
#### 5.2 页面一直loading 或者访问端点页面一直出现ping
|
||||
|
||||
这种情况是熔断器所在的方法没有被调用,不是整合问题,这时候调用一下熔断器所在方法即可。
|
||||
|
||||

|
@ -34,7 +34,7 @@
|
||||
<groupId>org.springframework.cloud</groupId>
|
||||
<artifactId>spring-cloud-starter-netflix-hystrix</artifactId>
|
||||
</dependency>
|
||||
<!--hystrix 监控依赖-->
|
||||
<!--hystrix 监控仪表盘依赖-->
|
||||
<dependency>
|
||||
<groupId>org.springframework.cloud</groupId>
|
||||
<artifactId>spring-cloud-starter-netflix-hystrix-dashboard</artifactId>
|
||||
|
@ -13,6 +13,6 @@ management:
|
||||
endpoints:
|
||||
web:
|
||||
exposure:
|
||||
# 需要开启hystrix.stream端点的暴露 这样才能获取到监控信息 * 代表开启可监控端点
|
||||
# 需要开启hystrix.stream端点的暴露 这样才能获取到监控信息 * 代表开启所有可监控端点
|
||||
include: "*"
|
||||
|
||||
|