Spring Cloud Alibaba Sentinel 流量限制控制台

怼烎@ 2022-12-28 11:15 138阅读 0赞

### 文章目录 ###

*   *   *  1 摘要
         *  2 核心 Maven 依赖
         *  3 核心代码
         *   *  3.1 application 配置文件
             *  3.2 Controller 控制层
             *  3.3 SpringBoot 启动类
             *  3.4 其他相关代码
         *  4 Sentinel 限流与监控
         *   *  4.1 打开 Sentinel 控制台
             *  4.2 测试接口请求
             *  4.3 接口限流
         *  5 推荐参考资料
         *  6 Github 源码

### 1 摘要 ###

Sentinel 是阿里开源的微服务流量监控框架。本文将介绍基于 Spring Cloud Alibaba 2.2 集成 Sentinel。

Sentinel Github: [https://github.com/alibaba/Sentinel][https_github.com_alibaba_Sentinel]

准备工作:

[安装 Alibaba Sentinel][Alibaba Sentinel]

### 2 核心 Maven 依赖 ###

./cloud-alibaba-sentinel-dashboard/pom.xml

<dependencies>
            
            <dependency>
                <groupId>com.alibaba.cloud</groupId>
                <artifactId>spring-cloud-starter-alibaba-nacos-discovery</artifactId>
                <version>${spring-cloud-alibaba.version}</version>
            </dependency>
            <dependency>
                <groupId>com.alibaba.cloud</groupId>
                <artifactId>spring-cloud-starter-alibaba-sentinel</artifactId>
                <version>${spring-cloud-alibaba.version}</version>
            </dependency>
            
            
    
        </dependencies>
    
        <dependencyManagement>
            <dependencies>
                <dependency>
                    <groupId>com.alibaba.cloud</groupId>
                    <artifactId>spring-cloud-alibaba-dependencies</artifactId>
                    <version>${spring-cloud-alibaba.version}</version>
                    <type>pom</type>
                    <scope>import</scope>
                </dependency>
            </dependencies>
        </dependencyManagement>

其中 `${spring-cloud-alibaba.version}` 的版本为 `2.2.3.RELEASE`

**注意事项**: Spring Cloud Alibaba 2.2.3.RELEASE 版本支持的 Spring Boot 版本为 `2.3.1.RELEASE` ，建议在搭建项目时要保持版本的一致性，Spring Boot 版本过高或过低都可能导致不兼容问题

### 3 核心代码 ###

#### 3.1 application 配置文件 ####

./cloud-alibaba-sentinel-dashboard/src/main/resources/application.yml

## config
    
    ## server
    server:
      port: 8606
    
    ## spring
    spring:
      application:
        name: cloud-alibaba-sentinel-dashboard
      cloud:
        nacos:
          discovery:
            server-addr: 172.16.140.10:8688
        sentinel:
          transport:
            dashboard: 172.16.140.10:8666
            port: 8719
    
    ## endpoint
    management:
      endpoints:
        web:
          exposure:
            include: "*"

配置简要说明:

`spring.application.name`: 应用名称， Nacos 服务名称

`spring.cloud.nacos.discovery.server-addr`: Nacos 服务注册中心地址

`spring.cloud.sentinel.transport.dashboard`: Sentinel 控制台地址，包括 ip 和端口

`spring.cloud.sentinel.transport.port`: 客户端与 Sentinel 控制台的通讯端口，是项目所在服务器的端口，不是 Sentinel 控制台所在服务器的端口

#### 3.2 Controller 控制层 ####

./cloud-alibaba-sentinel-dashboard/src/main/java/com/ljq/demo/springboot/alibaba/sentinel/dashboard/controller/SentinelDashboardController.java

package com.ljq.demo.springboot.alibaba.sentinel.dashboard.controller;
    
    import com.alibaba.csp.sentinel.annotation.SentinelResource;
    import com.ljq.demo.springboot.alibaba.sentinel.dashboard.model.param.HelloParam;
    import lombok.extern.slf4j.Slf4j;
    import org.springframework.beans.factory.annotation.Value;
    import org.springframework.http.MediaType;
    import org.springframework.http.ResponseEntity;
    import org.springframework.web.bind.annotation.*;
    
    /** * @Description: nacos 服务提供者控制层 * @Author: junqiang.lu * @Date: 2020/12/1 */
    @Slf4j
    @RestController
    @RequestMapping("/api/cloud/alibaba/sentinel/dashboard")
    public class SentinelDashboardController { 
    
        @Value("${server.port}")
        private Integer port;
    
        /** * hello 方法 * * @param helloParam * @return */
        @SentinelResource(value = "hello")
        @GetMapping(value = "/hello", produces = { MediaType.APPLICATION_JSON_VALUE})
        public ResponseEntity<String> sayHello(HelloParam helloParam) { 
            String result = "Hello," + helloParam.getName();
            log.info("serverPort: {}", port);
            log.info("result: {}", result);
            return ResponseEntity.ok(result);
        }
    
        /** * 回复方法 * * @param helloParam * @return */
        @SentinelResource(value = "replay")
        @PostMapping(value = "/replay", produces = { MediaType.APPLICATION_JSON_VALUE})
        public ResponseEntity<String> replay(@RequestBody HelloParam helloParam) { 
            String result = "Hi," + helloParam.getName() + ",I'm fine,Thank you.";
            log.info("result: {}", result);
            return ResponseEntity.ok(result);
        }
    
    
    
    }

#### 3.3 SpringBoot 启动类 ####

./cloud-alibaba-sentinel-dashboard/src/main/java/com/ljq/demo/springboot/alibaba/sentinel/dashboard/CloudAlibabaSentinelDashboardApplication.java

package com.ljq.demo.springboot.alibaba.sentinel.dashboard;
    
    import org.springframework.boot.SpringApplication;
    import org.springframework.boot.autoconfigure.SpringBootApplication;
    import org.springframework.cloud.client.discovery.EnableDiscoveryClient;
    
    /** * @author junqiang.lu */
    @EnableDiscoveryClient
    @SpringBootApplication
    public class CloudAlibabaSentinelDashboardApplication { 
    
        public static void main(String[] args) { 
            SpringApplication.run(CloudAlibabaSentinelDashboardApplication.class, args);
        }
    
    }

#### 3.4 其他相关代码 ####

请求参数类

./cloud-alibaba-sentinel-dashboard/src/main/java/com/ljq/demo/springboot/alibaba/sentinel/dashboard/model/param/HelloParam.java

package com.ljq.demo.springboot.alibaba.sentinel.dashboard.model.param;
    
    import lombok.Data;
    
    import java.io.Serializable;
    
    /** * @Description: 用户实体类 * @Author: junqiang.lu * @Date: 2020/12/2 */
    @Data
    public class HelloParam implements Serializable { 
    
        private static final long serialVersionUID = 7668092420785539494L;
    
        /** * 用户名 */
        private String name;
    }

### 4 Sentinel 限流与监控 ###

#### 4.1 打开 Sentinel 控制台 ####

启动当前项目，在浏览器打开 Sentinel 控制台

![Sentinel 控制台][Sentinel]

此时控制台只有一个 Sentinel 控制台本身的应用，并没有当前创建的 `cloud-alibaba-sentinel-dashboard`，这是因为 Sentinel 的设计模式为**客户端必须有流量访问，才会向 Sentinel 控制台进行服务注册**

[官方文档: Sentinel 触发客户端初始化][Sentinel 1]

#### 4.2 测试接口请求 ####

接口一

接口地址与请求参数:

http://127.0.0.1:8606/api/cloud/alibaba/sentinel/dashboard/hello?name=%E5%BE%B7%E7%8E%9B%E8%A5%BF%E4%BA%9A

请求方式: GET

返回参数:

Hello,德玛西亚

后台日志:

2020-12-16 16:52:54.114  INFO 745 --- [nio-8606-exec-1] .d.s.a.s.d.c.SentinelDashboardController : serverPort: 8606
    2020-12-16 16:52:54.114  INFO 745 --- [nio-8606-exec-1] .d.s.a.s.d.c.SentinelDashboardController : result: Hello,德玛西亚

接口二

接口地址:

http://127.0.0.1:8606/api/cloud/alibaba/sentinel/dashboard/replay

请求参数:

{ 
        "name": "卢本伟"
    }

返回参数:

Hi,卢本伟,I'm fine,Thank you.

后台日志:

2020-12-16 16:54:12.811  INFO 745 --- [nio-8606-exec-3] .d.s.a.s.d.c.SentinelDashboardController : result: Hi,卢本伟,I'm fine,Thank you.

#### 4.3 接口限流 ####

在经过 4.2 接口请求操作之后，刷新 Sentinel 控制台页面，`cloud-alibaba-sentinel-dashboard` 就会出现在应用列表中

![Sentinel 控制台][Sentinel 2]

在 Sentinel 控制台点击 `cloud-alibaba-sentinel-dashboard`,展开之后，点击「簇点链路」，可以看到被 Sentinel 标记出来的接口。**只有被请求过的接口才会被标记出来，从来没有请求过的接口不会被标记出来**。

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L01ycWlhbmc5MDAx_size_16_color_FFFFFF_t_70_pic_center]

在「簇点链路」界面，选择某一个接口，点击「流控」按钮，即可实现限制流量的功能。

这里以 `/api/cloud/alibaba/sentinel/dashboard/hello` 接口为例

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L01ycWlhbmc5MDAx_size_16_color_FFFFFF_t_70_pic_center 1]

限制该接口的 QPS 为5，即每秒只处理5个请求

使用测试工具来对该接口进行流量测试

这里以 Postman 的 Runner 功能为例

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L01ycWlhbmc5MDAx_size_16_color_FFFFFF_t_70]  
![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L01ycWlhbmc5MDAx_size_16_color_FFFFFF_t_70 1]

这里 Runner 设置的参数意思为: 总共请求 50 次，每次请求间隔 100 毫秒。

这样每秒会有 10 次接口请求，即 QPS = 10，超过了 Sentinel 设置的流量限制值

运行 Runner

Sentinel 控制台「实时监控」界面

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L01ycWlhbmc5MDAx_size_16_color_FFFFFF_t_70_pic_center 2]

Sentinel 控制台「簇点链路」界面  
![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L01ycWlhbmc5MDAx_size_16_color_FFFFFF_t_70_pic_center 3]

项目控制台部分日志截图

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L01ycWlhbmc5MDAx_size_16_color_FFFFFF_t_70_pic_center 4]

至此，已经实现了使用 Sentinel 对服务进行流量限制和监控的功能

### 5 推荐参考资料 ###

[官方文档: Spring Cloud Alibaba Sentinel][Spring Cloud Alibaba Sentinel]

[官方文档: Sentinel 控制台][Sentinel 3]

[Spring Cloud Alibaba系列教程 - Spring Cloud Alibaba 熔断器仪表盘监控][Spring Cloud Alibaba_ - Spring Cloud Alibaba]

### 6 Github 源码 ###

**Gtihub 源码地址** : [https://github.com/Flying9001/springBootDemo][https_github.com_Flying9001_springBootDemo]

个人公众号:**404Code**,分享半个互联网人的技术与思考，感兴趣的可以关注.  
![404Code][]

[https_github.com_alibaba_Sentinel]: https://github.com/alibaba/Sentinel
[Alibaba Sentinel]: https://blog.csdn.net/mrqiang9001/article/details/111297739
[Sentinel]: /images/20221120/5ad5049036b546c9b379b88d5c3cbed5.png
[Sentinel 1]: https://github.com/alibaba/Sentinel/wiki/%E6%8E%A7%E5%88%B6%E5%8F%B0#33-%E8%A7%A6%E5%8F%91%E5%AE%A2%E6%88%B7%E7%AB%AF%E5%88%9D%E5%A7%8B%E5%8C%96
[Sentinel 2]: /images/20221120/b9b58441fcb04a60aea555eab697b6da.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L01ycWlhbmc5MDAx_size_16_color_FFFFFF_t_70_pic_center]: /images/20221120/86ac0a1e09b542a1b36eee0ba10ef0af.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L01ycWlhbmc5MDAx_size_16_color_FFFFFF_t_70_pic_center 1]: /images/20221120/7eeabae0c0184d4c9f4a38fcceb12af8.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L01ycWlhbmc5MDAx_size_16_color_FFFFFF_t_70]: /images/20221120/8678bab7fb194501840e52e766d2face.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L01ycWlhbmc5MDAx_size_16_color_FFFFFF_t_70 1]: /images/20221120/fe05572f6af549baba2254b9bf875e7d.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L01ycWlhbmc5MDAx_size_16_color_FFFFFF_t_70_pic_center 2]: /images/20221120/e94b3a3735f840ac88150394c27d8649.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L01ycWlhbmc5MDAx_size_16_color_FFFFFF_t_70_pic_center 3]: /images/20221120/c79e80a46b4b4282a464841932ad0233.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L01ycWlhbmc5MDAx_size_16_color_FFFFFF_t_70_pic_center 4]: /images/20221120/f00c20d50baa4a6d9cf32d8608e4a7ae.png
[Spring Cloud Alibaba Sentinel]: https://github.com/alibaba/spring-cloud-alibaba/wiki/Sentinel
[Sentinel 3]: https://github.com/alibaba/Sentinel/wiki/%E6%8E%A7%E5%88%B6%E5%8F%B0
[Spring Cloud Alibaba_ - Spring Cloud Alibaba]: https://www.jianshu.com/p/117483b31c19
[https_github.com_Flying9001_springBootDemo]: https://github.com/Flying9001/springBootDemo
[404Code]: /images/20221120/de7410b8db4d4cdc93d0a1c935cb272c.png