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SpringBoot基于RateLimiter+AOP动态的为不

SpringBoot基于RateLimiter+AOP动态的为不

作者: 舒尔诚 | 来源:发表于2020-12-31 13:57 被阅读0次

    一 限流实现:

    1. RateLimiter是guava提供的基于令牌桶算法的实现类,可以非常简单的完成限流特技,并且根据系统的实际情况来调整生成token的速率。
      2.导入相关依赖包

    <dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-web</artifactId>
    </dependency>

    <dependency>
    <groupId>org.aspectj</groupId>
    <artifactId>aspectjweaver</artifactId>
    </dependency>

    <dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-test</artifactId>
    <scope>test</scope>
    </dependency>

    <dependency>
    <groupId>com.google.guava</groupId>
    <artifactId>guava</artifactId>
    <version>20.0</version>
    </dependency>

    3.代码实现不多说每一步都有注解

    3.1 定义注解

    @Inherited
    @Documented
    @Target(ElementType.METHOD)
    @Retention(RetentionPolicy.RUNTIME)
    public @interface RateLimit {
        double limitNum() default 20;  //默认每秒放入桶中的token
    }
    2.3.2 封装定义返回结果
    
    public class MyResult {
        private Integer status;
        private String msg;
        private List<Object> data;
    
        public MyResult(Integer status, String msg, List<Object> data) {
            this.status = status;
            this.msg = msg;
            this.data = data;
        }
    
        public static MyResult OK(String msg, List<Object> data) {
            return new MyResult(200, msg, data);
        }
    
        public static MyResult Error(Integer status, String msg) {
            return new MyResult(status, msg, null);
        }
    

    3.3 aop实现

    @Component
    @Scope
    @Aspect
    public class RateLimitAspect {
    private Logger log = LoggerFactory.getLogger(this.getClass());
    //用来存放不同接口的RateLimiter(key为接口名称,value为RateLimiter)
    private ConcurrentHashMap<String, RateLimiter> map = new ConcurrentHashMap<>();

    private static ObjectMapper objectMapper = new ObjectMapper();
    
    private RateLimiter rateLimiter;
    
    @Autowired
    private HttpServletResponse response;
    
    @Pointcut("@annotation(com.icat.retalimitaop.annotation.RateLimit)")
    public void serviceLimit() {
    }
    
    @Around("serviceLimit()")
    public Object around(ProceedingJoinPoint joinPoint) throws NoSuchMethodException {
        Object obj = null;
        //获取拦截的方法名
        Signature sig = joinPoint.getSignature();
        //获取拦截的方法名
        MethodSignature msig = (MethodSignature) sig;
        //返回被织入增加处理目标对象
        Object target = joinPoint.getTarget();
        //为了获取注解信息
        Method currentMethod = target.getClass().getMethod(msig.getName(), msig.getParameterTypes());
        //获取注解信息
        RateLimit annotation = currentMethod.getAnnotation(RateLimit.class);
        double limitNum = annotation.limitNum(); //获取注解每秒加入桶中的token
        String functionName = msig.getName(); // 注解所在方法名区分不同的限流策略
    
        //获取rateLimiter
         if(map.containsKey(functionName)){
             rateLimiter = map.get(functionName);
         }else {
             map.put(functionName, RateLimiter.create(limitNum));
             rateLimiter = map.get(functionName);
         }
    
        try {
            if (rateLimiter.tryAcquire()) {
                //执行方法
                obj = joinPoint.proceed();
            } else {
                //拒绝了请求(服务降级)
                String result = objectMapper.writeValueAsString(MyResult.Error(500, "系统繁忙!"));
                log.info("拒绝了请求:" + result);
                outErrorResult(result);
            }
        } catch (Throwable throwable) {
            throwable.printStackTrace();
        }
        return obj;
    }
    //将结果返回
    public void outErrorResult(String result) {
        response.setContentType("application/json;charset=UTF-8");
        try (ServletOutputStream outputStream = response.getOutputStream()) {
            outputStream.write(result.getBytes("utf-8"));
        } catch (IOException e) {
            e.printStackTrace();
        }
    }
    
    static {
        objectMapper.setSerializationInclusion(JsonInclude.Include.NON_NULL);
    }
    

    }
    二 测试限流
    2个接口设定没秒限流5个和美妙限流10个
    @RateLimit(limitNum = 5.0)
    public MyResult getResults() {
    log.info("调用了方法getResults");
    return MyResult.OK("调用了方法", null);
    }

    @RateLimit(limitNum = 10.0)
    public MyResult getResultTwo() {
        log.info("调用了方法getResultTwo");
        return MyResult.OK("调用了方法getResultTwo", null);
    

    }

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