7 种提升 SpringBoot 吞吐量神技!
- 1、异步执行
- 2、增加内嵌 Tomcat 的最大连接数
- 3、使用 @ComponentScan()
- 4、默认 Tomcat 容器改为 Undertow
- 5、使用 BufferedWriter 进行缓冲
- 6、Deferred 方式实现异步调用
- 7、异步调用可以使用 AsyncHandlerInterceptor 进行拦截
1、异步执行
实现方式二种:
-
使用异步注解 @aysnc、启动类:添加 @EnableAsync 注解
-
JDK 8 本身有一个非常好用的 Future 类——CompletableFuture
@AllArgsConstructor
public class AskThread implements Runnable{private CompletableFuture<Integer> re = null;public void run() {int myRe = 0;try {myRe = re.get() * re.get();} catch (Exception e) {e.printStackTrace();}System.out.println(myRe);}public static void main(String[] args) throws InterruptedException {final CompletableFuture<Integer> future = new CompletableFuture<>();new Thread(new AskThread(future)).start();//模拟长时间的计算过程Thread.sleep(1000);//告知完成结果future.complete(60);}
}
在该示例中,启动一个线程,此时 AskThread 对象还没有拿到它需要的数据,执行到 myRe = re.get() * re.get() 会阻塞。
我们用休眠 1 秒来模拟一个长时间的计算过程,并将计算结果告诉 future 执行结果,AskThread 线程将会继续执行。
public class Calc {public static Integer calc(Integer para) {try {//模拟一个长时间的执行Thread.sleep(1000);} catch (InterruptedException e) {e.printStackTrace();}return para * para;}public static void main(String[] args) throws ExecutionException, InterruptedException {final CompletableFuture<Void> future = CompletableFuture.supplyAsync(() -> calc(50)).thenApply((i) -> Integer.toString(i)).thenApply((str) -> "\"" + str + "\"").thenAccept(System.out::println);future.get();}
}
CompletableFuture.supplyAsync 方法构造一个 CompletableFuture 实例,在 supplyAsync() 方法中,它会在一个新线程中,执行传入的参数。
在这里它会执行 calc() 方法,这个方法可能是比较慢的,但这并不影响 CompletableFuture 实例的构造速度,supplyAsync() 会立即返回。
而返回的 CompletableFuture 实例就可以作为这次调用的契约,在将来任何场合,用于获得最终的计算结果。
supplyAsync 用于提供返回值的情况,CompletableFuture 还有一个不需要返回值的异步调用方法 runAsync(Runnable runnable),一般我们在优化 Controller 时,使用这个方法比较多。
这两个方法如果在不指定线程池的情况下,都是在 ForkJoinPool.common 线程池中执行,而这个线程池中的所有线程都是 Daemon(守护)线程,所以,当主线程结束时,这些线程无论执行完毕都会退出系统。
核心代码:
CompletableFuture.runAsync(() ->this.afterBetProcessor(betRequest,betDetailResult,appUser,id)
);
异步调用使用 Callable 来实现:
@RestController
public class HelloController {private static final Logger logger = LoggerFactory.getLogger(HelloController.class);@Autowired private HelloService hello;@GetMapping("/helloworld")public String helloWorldController() {return hello.sayHello();}/*** 异步调用restful* 当controller返回值是Callable的时候,springmvc就会启动一个线程将Callable交给TaskExecutor去处理* 然后DispatcherServlet还有所有的spring拦截器都退出主线程,然后把response保持打开的状态* 当Callable执行结束之后,springmvc就会重新启动分配一个request请求,然后DispatcherServlet就重新* 调用和处理Callable异步执行的返回结果, 然后返回视图** @return*/ @GetMapping("/hello")public Callable<String> helloController() {logger.info(Thread.currentThread().getName() + " 进入helloController方法");Callable<String> callable = new Callable<String>() {@Override public String call() throws Exception {logger.info(Thread.currentThread().getName() + " 进入call方法");String say = hello.sayHello();logger.info(Thread.currentThread().getName() + " 从helloService方法返回");return say;}};logger.info(Thread.currentThread().getName() + " 从helloController方法返回");return callable;}
}
异步调用的方式 WebAsyncTask:
@RestController
public class HelloController {private static final Logger logger = LoggerFactory.getLogger(HelloController.class);@Autowired private HelloService hello;/*** 带超时时间的异步请求 通过WebAsyncTask自定义客户端超时间* @return*/ @GetMapping("/world")public WebAsyncTask<String> worldController() {logger.info(Thread.currentThread().getName() + " 进入helloController方法");// 3s钟没返回,则认为超时WebAsyncTask<String> webAsyncTask = new WebAsyncTask<>(3000, new Callable<String>() {@Override public String call() throws Exception {logger.info(Thread.currentThread().getName() + " 进入call方法");String say = hello.sayHello();logger.info(Thread.currentThread().getName() + " 从helloService方法返回");return say;}});logger.info(Thread.currentThread().getName() + " 从helloController方法返回");webAsyncTask.onCompletion(new Runnable() {@Override public void run() {logger.info(Thread.currentThread().getName() + " 执行完毕");}});webAsyncTask.onTimeout(new Callable<String>() {@Override public String call() throws Exception {logger.info(Thread.currentThread().getName() + " onTimeout");// 超时的时候,直接抛异常,让外层统一处理超时异常throw new TimeoutException("调用超时");}});return webAsyncTask;}/*** 异步调用,异常处理,详细的处理流程见MyExceptionHandler类* @return*/ @GetMapping("/exception")public WebAsyncTask<String> exceptionController() {logger.info(Thread.currentThread().getName() + " 进入helloController方法");Callable<String> callable = new Callable<String>() {@Override public String call() throws Exception {logger.info(Thread.currentThread().getName() + " 进入call方法");throw new TimeoutException("调用超时!");}};logger.info(Thread.currentThread().getName() + " 从helloController方法返回");return new WebAsyncTask<>(20000, callable);}
}
2、增加内嵌 Tomcat 的最大连接数
代码如下:
@Configuration
public class TomcatConfig {@Beanpublic ConfigurableServletWebServerFactory webServerFactory() {TomcatServletWebServerFactory tomcatFactory = new TomcatServletWebServerFactory();tomcatFactory.addConnectorCustomizers(new MyTomcatConnectorCustomizer());tomcatFactory.setPort(8005);tomcatFactory.setContextPath("/api-g");return tomcatFactory;}class MyTomcatConnectorCustomizer implements TomcatConnectorCustomizer {public void customize(Connector connector) {Http11NioProtocol protocol = (Http11NioProtocol) connector.getProtocolHandler();//设置最大连接数protocol.setMaxConnections(20000);//设置最大线程数protocol.setMaxThreads(2000);protocol.setConnectionTimeout(30000);}}
}
3、使用 @ComponentScan()
使用 @ComponentScan() 定位扫包比 @SpringBootApplication 扫包更快。
4、默认 Tomcat 容器改为 Undertow
默认 Tomcat 容器改为 Undertow(Jboss 下的服务器,Tomcat 吞吐量 5000,Undertow 吞吐量 8000)
<exclusions><exclusion><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-tomcat</artifactId></exclusion>
</exclusions>
改为:
<dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-undertow</artifactId>
</dependency>
5、使用 BufferedWriter 进行缓冲
这里不给大家举例,可自行尝试。
6、Deferred 方式实现异步调用
代码如下:
@RestController
public class AsyncDeferredController {private final Logger logger = LoggerFactory.getLogger(this.getClass());private final LongTimeTask taskService;@Autowiredpublic AsyncDeferredController(LongTimeTask taskService) {this.taskService = taskService;}@GetMapping("/deferred")public DeferredResult<String> executeSlowTask() {logger.info(Thread.currentThread().getName() + "进入executeSlowTask方法");DeferredResult<String> deferredResult = new DeferredResult<>();// 调用长时间执行任务taskService.execute(deferredResult);// 当长时间任务中使用deferred.setResult("world");这个方法时,会从长时间任务中返回,继续controller里面的流程logger.info(Thread.currentThread().getName() + "从executeSlowTask方法返回");// 超时的回调方法deferredResult.onTimeout(new Runnable(){@Overridepublic void run() {logger.info(Thread.currentThread().getName() + " onTimeout");// 返回超时信息deferredResult.setErrorResult("time out!");}});// 处理完成的回调方法,无论是超时还是处理成功,都会进入这个回调方法deferredResult.onCompletion(new Runnable(){@Overridepublic void run() {logger.info(Thread.currentThread().getName() + " onCompletion");}});return deferredResult;}
}
7、异步调用可以使用 AsyncHandlerInterceptor 进行拦截
代码如下:
@Component
public class MyAsyncHandlerInterceptor implements AsyncHandlerInterceptor {private static final Logger logger = LoggerFactory.getLogger(MyAsyncHandlerInterceptor.class);@Overridepublic boolean preHandle(HttpServletRequest request, HttpServletResponse response, Object handler)throws Exception {return true;}@Overridepublic void postHandle(HttpServletRequest request, HttpServletResponse response, Object handler,ModelAndView modelAndView) throws Exception {
// HandlerMethod handlerMethod = (HandlerMethod) handler;logger.info(Thread.currentThread().getName()+ "服务调用完成,返回结果给客户端");}@Overridepublic void afterCompletion(HttpServletRequest request, HttpServletResponse response, Object handler, Exception ex)throws Exception {if(null != ex){System.out.println("发生异常:"+ex.getMessage());}}@Overridepublic void afterConcurrentHandlingStarted(HttpServletRequest request, HttpServletResponse response, Object handler)throws Exception {// 拦截之后,重新写回数据,将原来的hello world换成如下字符串String resp = "my name is chhliu!";response.setContentLength(resp.length());response.getOutputStream().write(resp.getBytes());logger.info(Thread.currentThread().getName() + " 进入afterConcurrentHandlingStarted方法");}
}