实例:接口并发限流RateLimiter
需求:接口每秒最多只能相应1个请求
1.创建 全局类对象
import com.google.common.util.concurrent.RateLimiter; import org.springframework.stereotype.Service; /** * @Auther: 011336 * @Date: 2019/4/29 17:31 */ @Service public class AccessLimitService { /** * 每秒只发出1个令牌 */ RateLimiter rateLimiter = RateLimiter.create(1.0); /** * 获取等待时间 方法阻塞 * 每次等待一个获取一个令牌 * @return */ public double acquire(){ double waitTime = rateLimiter.acquire(1); return waitTime; } }
2.测试实例 模拟10个并发请求
@Controller @RequestMapping("/SegmentRecommend") public class NearestAirportController { private Logger logger = Logger.getLogger(NearestAirportController.class); @Autowired private NearestAirportService nearestAirportService; @Autowired private AccessLimitService accessLimitService; /**
* 此方法是我们对外提供的接口,通过调用acquire()方法获取令牌,获取失时会阻塞直到获取令牌成功才继续执行
*/ public ModelAndView getNearestAirport(HttpServletRequest request, HttpServletResponse response)throws Exception { logger.info("NearestAirportController.getNearestAirport begin"); System.out.println(" |||||||||||||waitTime:" + accessLimitService.acquire()); RemoteAirportsData data = nearestAirportService.getNearestAirports(); logger.info("NearestAirportController.getNearestAirport end"); return null; } @RequestMapping(value ="/GetNearestAirport" ,produces = "application/json;charset=UTF-8") public ModelAndView ttttt (HttpServletRequest request, HttpServletResponse response) throws Exception{ logger.info("============================================================================="); ExecutorService fixedThreadPool = Executors.newFixedThreadPool(10);
//开启10个线程模拟10个并发请求 for(int i=0;i<10;i++) { fixedThreadPool.submit(new Runnable() { @Override public void run() { try { getNearestAirport(request,response); } catch (Exception e) { e.printStackTrace(); } } }); } fixedThreadPool.shutdown(); fixedThreadPool.awaitTermination(Long.MAX_VALUE, TimeUnit.SECONDS); logger.info("================================================================================"); return null; } }
3. 执行结果:getNearestAirpor()方法每秒只执行了一次
总结:关键是要让 rateLimiter 变量成为线程共享变量,每个请求执行前都要来到 rateLimiter 中获取令牌。成功择执行,失败则阻塞 直到拿到令牌才继续执行