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SpringBoot性能

知识库集成配置SpringBootSpringBoot大约 4 分钟

异步执行

  • 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

CompletableFuture

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;
    }
    // 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。
    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();
    }
}

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);
    }

}

增加内嵌 Tomcat 的最大连接数

@Configuration
public class TomcatConfig {
    @Bean
    public ConfigurableServletWebServerFactory webServerFactory() {
        TomcatServletWebServerFactory tomcatFactory = new TomcatServletWebServerFactory();
        tomcatFactory.addConnectorCustomizers(new MyTomcatConnectorCustomizer());
        tomcatFactory.setPort(8005);
        tomcatFactory.setContextPath("/api");
        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);
        }
    }

}

使用 @ComponentScan()

使用 @ComponentScan() 定位扫包比 @SpringBootApplication 扫包更快。

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>

使用 BufferedWriter 进行缓冲

Deferred 方式实现异步调用

@RestController
public class AsyncDeferredController {
    private final Logger logger = LoggerFactory.getLogger(this.getClass());
    private final LongTimeTask taskService;

    @Autowired
    public 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(){
          @Override
          public 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(){
          @Override
          public void run() {
            logger.info(Thread.currentThread().getName() + " onCompletion");
          }
        });
        return deferredResult;
    }
}

异步调用可以使用 AsyncHandlerInterceptor 进行拦截

@Component
public class MyAsyncHandlerInterceptor implements AsyncHandlerInterceptor {

 private static final Logger logger = LoggerFactory.getLogger(MyAsyncHandlerInterceptor.class);

 @Override
 public boolean preHandle(HttpServletRequest request, HttpServletResponse response, Object handler)
   throws Exception {
  return true;
 }

 @Override
 public 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");
 }

 @Override
 public void afterCompletion(HttpServletRequest request, HttpServletResponse response, Object handler, Exception ex)
   throws Exception {
  if(null != ex){
   System.out.println("发生异常:"+ex.getMessage());
  }
 }

 @Override
 public 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");
 }
}