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# spring-boot-demo-ratelimit-guava |
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> 此 demo 主要演示了 Spring Boot 项目如何通过 AOP 结合 Guava 的 RateLimiter 实现限流,旨在保护 API 被恶意频繁访问的问题。 |
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## 1. 主要代码 |
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### 1.1. pom.xml |
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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 https://maven.apache.org/xsd/maven-4.0.0.xsd"> |
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<modelVersion>4.0.0</modelVersion> |
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<artifactId>spring-boot-demo-ratelimit-guava</artifactId> |
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<version>1.0.0-SNAPSHOT</version> |
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<packaging>jar</packaging> |
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<name>spring-boot-demo-ratelimit-guava</name> |
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<description>Demo project for Spring Boot</description> |
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<parent> |
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<groupId>com.xkcoding</groupId> |
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<artifactId>spring-boot-demo</artifactId> |
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<version>1.0.0-SNAPSHOT</version> |
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</parent> |
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<properties> |
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<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding> |
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<project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding> |
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<java.version>1.8</java.version> |
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</properties> |
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<dependencies> |
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<dependency> |
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<groupId>org.springframework.boot</groupId> |
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<artifactId>spring-boot-starter-web</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-aop</artifactId> |
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</dependency> |
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<dependency> |
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<groupId>cn.hutool</groupId> |
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<artifactId>hutool-all</artifactId> |
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</dependency> |
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<dependency> |
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<groupId>com.google.guava</groupId> |
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<artifactId>guava</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-test</artifactId> |
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<scope>test</scope> |
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</dependency> |
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<dependency> |
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<groupId>org.projectlombok</groupId> |
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<artifactId>lombok</artifactId> |
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<optional>true</optional> |
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</dependency> |
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</dependencies> |
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<build> |
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<finalName>spring-boot-demo-ratelimit-guava</finalName> |
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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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### 1.2. 定义一个限流注解 `RateLimiter.java` |
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> 注意代码里使用了 `AliasFor` 设置一组属性的别名,所以获取注解的时候,需要通过 `Spring` 提供的注解工具类 `AnnotationUtils` 获取,不可以通过 `AOP` 参数注入的方式获取,否则有些属性的值将会设置不进去。 |
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```java |
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/** |
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* <p> |
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* 限流注解,添加了 {@link AliasFor} 必须通过 {@link AnnotationUtils} 获取,才会生效 |
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* |
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* @author yangkai.shen |
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* @date Created in 2019/9/12 14:14 |
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* @see AnnotationUtils |
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* </p> |
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*/ |
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@Target(ElementType.METHOD) |
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@Retention(RetentionPolicy.RUNTIME) |
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@Documented |
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public @interface RateLimiter { |
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int NOT_LIMITED = 0; |
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/** |
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* qps |
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*/ |
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@AliasFor("qps") double value() default NOT_LIMITED; |
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/** |
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* qps |
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*/ |
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@AliasFor("value") double qps() default NOT_LIMITED; |
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/** |
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* 超时时长 |
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*/ |
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int timeout() default 0; |
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/** |
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* 超时时间单位 |
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*/ |
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TimeUnit timeUnit() default TimeUnit.MILLISECONDS; |
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} |
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``` |
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### 1.3. 定义一个切面 `RateLimiterAspect.java` |
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```java |
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/** |
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* <p> |
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* 限流切面 |
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* </p> |
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* |
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* @author yangkai.shen |
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* @date Created in 2019/9/12 14:27 |
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*/ |
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@Slf4j |
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@Aspect |
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@Component |
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public class RateLimiterAspect { |
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private static final com.google.common.util.concurrent.RateLimiter RATE_LIMITER = com.google.common.util.concurrent.RateLimiter.create(Double.MAX_VALUE); |
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@Pointcut("@annotation(com.xkcoding.ratelimit.guava.annotation.RateLimiter)") |
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public void rateLimit() { |
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} |
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@Around("rateLimit()") |
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public Object pointcut(ProceedingJoinPoint point) throws Throwable { |
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MethodSignature signature = (MethodSignature) point.getSignature(); |
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Method method = signature.getMethod(); |
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// 通过 AnnotationUtils.findAnnotation 获取 RateLimiter 注解 |
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RateLimiter rateLimiter = AnnotationUtils.findAnnotation(method, RateLimiter.class); |
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if (rateLimiter != null && rateLimiter.qps() > RateLimiter.NOT_LIMITED) { |
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double qps = rateLimiter.qps(); |
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log.debug("【{}】的QPS设置为: {}", method.getName(), qps); |
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// 重新设置 QPS |
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RATE_LIMITER.setRate(qps); |
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// 尝试获取令牌 |
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if (!RATE_LIMITER.tryAcquire(rateLimiter.timeout(), rateLimiter.timeUnit())) { |
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throw new RuntimeException("手速太快了,慢点儿吧~"); |
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} |
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} |
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return point.proceed(); |
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} |
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} |
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``` |
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### 1.4. 定义两个API接口用于测试限流 |
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```java |
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/** |
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* <p> |
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* 测试 |
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* </p> |
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* |
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* @author yangkai.shen |
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* @date Created in 2019/9/12 14:22 |
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*/ |
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@Slf4j |
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@RestController |
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public class TestController { |
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@RateLimiter(value = 1.0, timeout = 300) |
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@GetMapping("/test1") |
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public Dict test1() { |
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log.info("【test1】被执行了。。。。。"); |
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return Dict.create().set("msg", "hello,world!").set("description", "别想一直看到我,不信你快速刷新看看~"); |
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} |
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@GetMapping("/test2") |
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public Dict test2() { |
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log.info("【test2】被执行了。。。。。"); |
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return Dict.create().set("msg", "hello,world!").set("description", "我一直都在,卟离卟弃"); |
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} |
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} |
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``` |
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## 2. 测试 |
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- test1 接口未被限流的时候 |
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<img src="assets/image-20190912155209716.png" alt="image-20190912155209716" style="zoom:50%;" /> |
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- test1 接口频繁刷新,触发限流的时候 |
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<img src="assets/image-20190912155229745.png" alt="image-20190912155229745" style="zoom:50%;" /> |
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- test2 接口不做限流,可以一直刷新 |
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<img src="assets/image-20190912155146012.png" alt="image-20190912155146012" style="zoom:50%;" /> |
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## 3. 参考 |
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- [限流原理解读之guava中的RateLimiter](https://juejin.im/post/5bb48d7b5188255c865e31bc) |
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- [使用Guava的RateLimiter做限流](https://my.oschina.net/hanchao/blog/1833612) |
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