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## 3. spring-cloud samples
| samples | 描述 | 官方文档 |
| ------------------------------------------------------------ | ---------------------------------- | ------------------------------------------------------------ |
| spring-cloud | 微服务简介与用例说明 | |
| [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) |
| [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 | |
| 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) |
| 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) |
| spring-cloud-Hystrix | 熔断器 | |
| spring-cloud-zuul | 网关服务 | [Router and Filter: Zuul](http://projects.spring.io/spring-cloud/spring-cloud.html#_router_and_filter_zuul) |
| spring-cloud-sleuth-Zipkin | 分布式系统服务追踪 | [Spring Cloud Sleuth](https://spring.io/projects/spring-cloud-sleuth#learn) |
| 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) |
| 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/) |
| samples | 描述 | 官方文档 |
| ------------------------------------------------------------ | ----------------------------------------- | ------------------------------------------------------------ |
| spring-cloud | 微服务简介与用例说明 | |
| [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) |
| [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 | |
| 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) |
| 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) |
| spring-cloud-Hystrix | 熔断器的实现、熔断器监控、turbine聚合监控 | |
| spring-cloud-zuul | 网关服务 | [Router and Filter: Zuul](http://projects.spring.io/spring-cloud/spring-cloud.html#_router_and_filter_zuul) |
| spring-cloud-sleuth-Zipkin | 分布式系统服务追踪 | [Spring Cloud Sleuth](https://spring.io/projects/spring-cloud-sleuth#learn) |
| 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) |
| 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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http://localhost:8040/turbine.stream
# spring-cloud-hystrix-turbine
http://localhost:8020/actuator/hystrix.stream
## 一、hystrix 简介
#### 1.1 熔断器
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。
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。
#### 1.2 hystrix 工作机制
- 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;
- 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;
- 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。
![circuitbreaker](D:\spring-samples-for-all\pictures\circuitbreaker.png)
## 二、项目结构
[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。
+ common: 公共的接口和实体类;
+ consumer: 服务的消费者采用RestTemplate调用产品服务
+ producer服务的提供者
+ eureka: 注册中心;
+ turbine:多个熔断器的聚合监控。
![spring-cloud-hystrix](D:\spring-samples-for-all\pictures\spring-cloud-hystrix.png)
## 三、整合 hystrix 以consumer模块为例
#### 3.1 引入依赖
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。
```xml
<!--hystrix 依赖-->
<dependency>
<groupId>org.springframework.cloud</groupId>
<artifactId>spring-cloud-starter-netflix-hystrix</artifactId>
</dependency>
<!--hystrix 监控仪表盘依赖-->
<dependency>
<groupId>org.springframework.cloud</groupId>
<artifactId>spring-cloud-starter-netflix-hystrix-dashboard</artifactId>
</dependency>
<!--健康检查依赖-->
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-actuator</artifactId>
</dependency>
```
#### 3.2 暴露端点
```java
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: "*"
```
#### 3.3 在启动类上添加注解@EnableHystrix和@EnableHystrixDashboard
```java
@SpringBootApplication
@EnableDiscoveryClient
@EnableHystrix
@EnableHystrixDashboard
public class ConsumerApplication {
public static void main(String[] args) {
SpringApplication.run(ConsumerApplication.class, args);
}
}
```
#### 3.4 使用 @HystrixCommand 定义失败回退的方法
```java
@HystrixCommand(fallbackMethod = "queryProductsFail")
public List<Product> queryAllProducts() {
ResponseEntity<List> responseEntity = restTemplate.getForEntity("http://producer/products", List.class);
List<Product> productList = responseEntity.getBody();
return productList;
}
// 如果发送熔断返回空集合,在前端判断处理
public List<Product> queryProductsFail() {
return new ArrayList<>();
}
```
```html
<!doctype html>
<html lang="en">
<head>
<title>产品列表</title>
</head>
<body>
<h3>产品列表:点击查看详情</h3>
<form action="/sell/product" method="post">
<input type="text" name="productName">
<input type="submit" value="新增产品">
</form>
<ul>
<#if (products?size>0) >
<#list products as product>
<li>
<a href="/sell/product/${product.id}">${product.name}</a>
</li>
</#list>
<#else>
<h4 style="color: red">当前排队人数过多,请之后再购买!</h4>
</#if>
</ul>
</body>
</html>
```
#### 3.5 模拟熔断
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。
```java
public List<Product> queryAllProducts() {
// hystrix 默认超时是2秒
int i = new Random().nextInt(2500);
try {
Thread.sleep(i);
} catch (InterruptedException e) {
e.printStackTrace();
}
return productList;
}
```
3.5 启动服务访问http://localhost:8030/sell/products ,多次刷新查看熔断情况
![hystrix-8030](D:\spring-samples-for-all\pictures\hystrix-8030.png)
#### 3.5 启动服务,访问 localhost:8030/hystrix
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。
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。
**登录页面**
![hystrix-single-login](D:\spring-samples-for-all\pictures\hystrix-single-login.png)
**监控页面**
![hystrix-single](D:\spring-samples-for-all\pictures\hystrix-8030-login.png)
**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**
![dashboard](D:\spring-samples-for-all\pictures\dashboard.png)
## 四、使用turbine 实现聚合监控
单体监控和聚合监控:
![dashboard-direct-vs-turbine-640](D:\spring-samples-for-all\pictures\dashboard-direct-vs-turbine-640.png)
#### 4.1 创建turbine模块导入依赖
```xml
<?xml version="1.0" encoding="UTF-8"?>
<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>4.0.0</modelVersion>
<parent>
<groupId>com.heibaiying.hystrix</groupId>
<artifactId>spring-cloud-hystrx</artifactId>
<version>0.0.1-SNAPSHOT</version>
</parent>
<artifactId>turbine</artifactId>
<dependencies>
<dependency>
<groupId>org.springframework.cloud</groupId>
<artifactId>spring-cloud-starter-netflix-eureka-client</artifactId>
</dependency>
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-actuator</artifactId>
</dependency>
<dependency>
<groupId>org.springframework.cloud</groupId>
<artifactId>spring-cloud-starter-netflix-hystrix</artifactId>
</dependency>
<dependency>
<groupId>org.springframework.cloud</groupId>
<artifactId>spring-cloud-starter-netflix-hystrix-dashboard</artifactId>
</dependency>
<dependency>
<groupId>org.springframework.cloud</groupId>
<artifactId>spring-cloud-starter-netflix-turbine</artifactId>
</dependency>
</dependencies>
<build>
<plugins>
<plugin>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-maven-plugin</artifactId>
</plugin>
</plugins>
</build>
</project>
```
#### 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
```java
server:
port: 8040
# 指定服务命名
spring:
application:
name: turbine
# 指定注册中心地址
eureka:
client:
serviceUrl:
defaultZone: http://localhost:8010/eureka/
# 指定聚合的项目
turbine:
aggregator:
cluster-config: default
combine-host-port: true
app-config: consumer,producer
clusterNameExpression: "'default'"
```
#### 4.3 在启动类上添加注解
```java
@SpringBootApplication
@EnableDiscoveryClient
@EnableHystrix
@EnableHystrixDashboard
@EnableTurbine
public class TurbineApplication {
public static void main(String[] args) {
SpringApplication.run(TurbineApplication.class, args);
}
}
```
#### 4.4 依次启动eureka、producer、consumer、turbine四个项目
在 localhost:8030/hystrix或者localhost:8030/hystrixconsumer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
![hystrix-cluster-login](D:\spring-samples-for-all\pictures\hystrix-cluster-login.png)
**显示了不同服务单元consumer,producer的多个断路器信息**
![hystrix-cluster](D:\spring-samples-for-all\pictures\hystrix-cluster.png)
## 五、整合过程中可能出现的问题
#### 5.1 无法访问监控页面
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/
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
```yaml
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: "*"
```
第二种方式是基于代码的方式,如下:
```java
@Bean
public ServletRegistrationBean getServlet() {
HystrixMetricsStreamServlet streamServlet = new HystrixMetricsStreamServlet();
ServletRegistrationBean registrationBean = new ServletRegistrationBean(streamServlet);
registrationBean.setLoadOnStartup(1);
registrationBean.addUrlMappings("/actuator/hystrix.stream");
registrationBean.setName("HystrixMetricsStreamServlet");
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。
#### 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。
![hystrix-loading](D:\spring-samples-for-all\pictures\hystrix-loading.png)

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<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>

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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: "*"