公司的项目有的页面超级慢，20s以上，不知道用户会不会疯掉，于是老大说这个页面要性能优化。于是，首先就要搞清楚究竟是哪一步耗时太多。

我采用spring aop来统计各个阶段的用时，其中计时器工具为StopWatch。

文章结构：

遇到的问题
创建项目
AOP-HelloWorld
时间统计
bug
final
压力测试
源码

其中，遇到的问题:

1.少包aspectjweaver

添加依赖后才可以使用@Aspect

2.环绕通知加入多个point

刚开使用&&连接多个point，傻傻的看不到调用，忽然看到要用||才对

3.监听时间工具StopWatch每次只能启动一个，一定要关闭后才能启动下一个。

而我想要测试controller->service->repository各个阶段用时显然很不适应。因为使用同一个stopwatch对象来保存时间，而stopwatch每次只能记录一个时间段作为总时间的一部分，不存在时间嵌套关系（这个以后可以考虑想想别的方案）。controller开始后执行部分验证逻辑或是其他，然后调用service，这时候service启动定时会失败，因为controller的计时器还没关，因此需要先关掉controller的计时器。这样会导致controller的计时部分仅仅是调用service之前的时间，service返回值之后，controller再进行某些处理的时间并没有统计。显然，我需要一个卡表的时间统计设计，即进入controller开始计时，调用service后开始service计时，以此类推，最后获得controller总时间Tc，service总时间Ts，repository总时间Tr.所以时间统计应该如图1：

图一图二

这样的话，我应该分别获得Tc,Ts,Tr的时间，然后计算百分比或者别的统计工作。也就是说，log仅仅是log，记录而已，想要得到一个统计结果还需要针对数据二次开发，这就需要将时间存储起来或者进行日志挖掘，然而这统计的工作会越来越复杂，最终我都不知会加多少任务进去。

事实上，我们这个页面耗费时间主要是多个webservice调用产生的io耗时，也就是说其实统计一个层面的时间就差不多了。那么，忽略service返回后controller的其他时间，仅仅计算controller开始到调用service的时间为Tc,service开始到调用repository的时间为Ts，如图2，这样利用StopWatch就很容获取时间统计结果。

4.线程不安全

我居然使用单例的一个成员变量做状态存储，真是。待改进

1.搭建项目

采用spring-boot-aop的框架来搭建。最终结构图如下：

1.1在idea中，new project-》maven

1.2初始化pom，添加aop，web，test依赖：

<?xml version="1.0" encoding="UTF-8"?>

<project xmlns="http://maven.apache.org/POM/4.0.0"

         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"

         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">

    <modelVersion>4.0.0</modelVersion>

    <groupId>com.test</groupId>

    <artifactId>spring-aop</artifactId>

    <version>1.0-SNAPSHOT</version>

    <dependencyManagement>

        <dependencies>

            <dependency>

                <!-- Import dependency management from Spring Boot -->

                <groupId>org.springframework.boot</groupId>

                <artifactId>spring-boot-dependencies</artifactId>

                <version>1.3.5.RELEASE</version>

                <type>pom</type>

                <scope>import</scope>

            </dependency>

        </dependencies>

    </dependencyManagement>

    <dependencies>

        <dependency>

            <groupId>org.springframework.boot</groupId>

            <artifactId>spring-boot-starter-aop</artifactId>

        </dependency>

        <dependency>

            <groupId>org.springframework.boot</groupId>

            <artifactId>spring-boot-starter-web</artifactId>

        </dependency>

        <dependency>

            <groupId>org.springframework.boot</groupId>

            <artifactId>spring-boot-starter-test</artifactId>

            <scope>test</scope>

        </dependency>

        <dependency>

            <groupId>org.assertj</groupId>

            <artifactId>assertj-core-java8</artifactId>

            <version>1.0.0m1</version>

        </dependency>

    </dependencies>

    <build>

        <plugins>

            <plugin>

                <groupId>org.springframework.boot</groupId>

                <artifactId>spring-boot-maven-plugin</artifactId>

            </plugin>

        </plugins>

    </build>

</project>

1.3创建启动入口：com.test.spring.aop.Application.java

package com.test.spring.aop;

import com.test.spring.aop.domain.service.IHelloService;

import org.springframework.beans.factory.annotation.Autowired;

import org.springframework.boot.CommandLineRunner;

import org.springframework.boot.SpringApplication;

import org.springframework.boot.autoconfigure.SpringBootApplication;

/**

 * Created by miaorf on 2016/7/16.

 */

@SpringBootApplication

public class Application implements CommandLineRunner{

    @Autowired

    IHelloService helloService;

    public void run(String... strings) throws Exception {

        System.out.println("start application by CommandLineRunner, the args:"+strings.length);

        helloService.sayHi();

    }

    public static void main(String[] args) throws Exception {

        SpringApplication.run(Application.class, args);

    }

}

1.4发现我们需要一个service:

创建com.test.spring.aop.domain.service.IHelloService

package com.test.spring.aop.domain.service;

/**

 * Created by miaorf on 2016/7/16.

 */

public interface IHelloService {

    void sayHi();

}

创建com.test.spring.aop.domain.service.impl.HelloService

package com.test.spring.aop.domain.service.impl;

import com.test.spring.aop.domain.service.IHelloService;

import org.springframework.beans.factory.annotation.Value;

import org.springframework.stereotype.Service;

/**

 * Created by miaorf on 2016/7/16.

 */

@Service

public class HelloService implements IHelloService {

    @Value("${name}")

    private String name;

    public void sayHi() {

        for (int i = 0; i < 100000; i++) {

        }

        System.out.println("Hi "+name);

        System.out.println("I'm  running.");

    }

}

1.5发现我们需要一个属性配置文件：

创建application.yml

 name: Ryan

1.6这时候可以测试一下启动看看了

直接启动：运行com.test.spring.aop.Application#main()即可。

命令行启动：mvn spring-boot:run，

命令行bug启动：mvn spring-boot:run -Drun.jvmArguments="-Xdebug -Xrunjdwp:transport=dt_socket,server=y,suspend=y,address=5005"

1.7创建测试com.test.spring.aop.ApplicationTest

package com.test.spring.aop;

import org.junit.After;

import org.junit.Before;

import org.junit.Rule;

import org.junit.Test;

import org.springframework.boot.test.OutputCapture;

import static org.assertj.core.api.Assertions.assertThat;

/**

 * Created by miaorf on 2016/7/16.

 */

public class ApplicationTest {

    @Rule

    public OutputCapture outputCapture = new OutputCapture();

    private String profiles;

    @Before

    public void init() throws Exception {

        this.profiles = System.getProperty("spring.profiles.active");

    }

    @After

    public void tearDown() throws Exception {

        if (this.profiles != null){

            System.setProperty("spring.profiles.active",this.profiles);

        }else{

            System.out.println("spring.profiles.active");

        }

    }

    @Test

    public void testDefaultSettings() throws Exception{

        Application.main(new String[0]);

        String s = this.outputCapture.toString();

        assertThat(s).contains("Hi Ryan");

    }

    @Test

    public void testCommandLineOverrides() throws Exception {

        Application.main(new String[] {"--name=Leslie"});

        String s = this.outputCapture.toString();

        assertThat(s).contains("Hi Leslie");

    }

}

2.AOP - HelloWorld

2.1创建com.test.spring.aop.monitor.ServiceMonitor

package com.test.spring.aop.monitor;

import org.aspectj.lang.ProceedingJoinPoint;

import org.aspectj.lang.annotation.*;

import org.slf4j.Logger;

import org.slf4j.LoggerFactory;

import org.springframework.stereotype.Component;

import org.springframework.util.StopWatch;

/**

 * Created by miaorf on 2016/7/16.

 */

@Aspect

@Component

public class ServiceMonitor {

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

    StopWatch stopWatch = new StopWatch("performance");

    /**

     * define point

     */

    @Pointcut("execution(* com.test.spring.aop..*Service.*(..))")

    public void performance(){}

//    @Before("performance()")

//    public void startService(){

//        System.out.println("-----------service start-------");

//    }

//    @After("performance()")

//    public void endService(){

//        System.out.println("-----------service end neither success or failed -------");

//    }

//

//    @AfterReturning("performance()")

//    public void logServiceAccess(JoinPoint joinPoint) {

//        System.out.println("service completed:"+joinPoint);

//    }

    /**

     * 必须要返回，不然后面收不到

     * @param point

     * @return

     */

    @Around("performance()")

    public Object watchPerformance(ProceedingJoinPoint point){

        System.out.println("The service start:");

        stopWatch.start(point.getSignature().toString());

        try {

            return point.proceed();

        } catch (Throwable throwable) {

            logger.error("The service not work!",throwable);

            throwable.printStackTrace();

        }finally {

            stopWatch.stop();

            stopWatch.start("b");

            for (int i = 0; i < 12345; i++) {

            }

            stopWatch.stop();

            StopWatch.TaskInfo[] taskInfo = stopWatch.getTaskInfo();

            for (StopWatch.TaskInfo info : taskInfo) {

                System.out.println(info.getTaskName());

                System.out.println(info.getTimeMillis());

            }

            logger.info("The {} run time:{}",point.getSignature().toString(),stopWatch.prettyPrint());

        }

        return null;

    }

}

2.2测试

测试水平还没开始，所以只能手动测试了，运行com.test.spring.aop.ApplicationTest可以看到在HelloService调用前后插入了日志。

3.时间统计

最终，生成类图如下：

最终获得的时间统计如下：

2016-07-16 21:25:09.361  INFO 16824 --- [nio-8080-exec-4] com.test.spring.aop.monitor.UserMonitor  : StopWatch 'controller': running time (millis) = 3218

-----------------------------------------

ms     %     Task name

-----------------------------------------

01001  031%  List com.test.spring.aop.domain.service.IUserService.getAll()

02000  062%  Object com.test.spring.aop.domain.repository.IConnector.getSthFromRemote()

00217  007%  List com.test.spring.aop.domain.repository.IUserDao.getAll()

3.1需要设计一个controller

创建com.test.spring.aop.web.UserController：

package com.test.spring.aop.web;

import com.test.spring.aop.domain.entiry.User;

import com.test.spring.aop.domain.service.IUserService;

import org.springframework.beans.factory.annotation.Autowired;

import org.springframework.stereotype.Controller;

import org.springframework.web.bind.annotation.RequestMapping;

import org.springframework.web.bind.annotation.ResponseBody;

import java.util.List;

/**

 * Created by miaorf on 2016/7/16.

 */

@Controller

@RequestMapping("/user")

public class UserController {

    @Autowired

    private IUserService userService;

    @ResponseBody

    @RequestMapping("/all")

    public List<User> users(){

        try {Thread.sleep(1000);} catch (InterruptedException e) {e.printStackTrace();}

        List<User> all = userService.getAll();

        return all;

    }

}

3.2发现需要一个service

创建com.test.spring.aop.domain.service.IUserService

package com.test.spring.aop.domain.service;

import com.test.spring.aop.domain.entiry.User;

import java.util.List;

/**

 * Created by miaorf on 2016/7/16.

 */

public interface IUserService {

    List<User> getAll();

}

创建com.test.spring.aop.domain.service.impl.UserService

package com.test.spring.aop.domain.service.impl;

import com.test.spring.aop.domain.entiry.User;

import com.test.spring.aop.domain.repository.IConnector;

import com.test.spring.aop.domain.repository.IUserDao;

import com.test.spring.aop.domain.service.IUserService;

import org.springframework.beans.factory.annotation.Autowired;

import org.springframework.stereotype.Service;

import java.util.List;

/**

 * Created by miaorf on 2016/7/16.

 */

@Service

public class UserService implements IUserService {

    @Autowired

    private IUserDao userDao;

    @Autowired

    private IConnector connector;

    public List<User> getAll() {

        try {Thread.sleep(1000);} catch (InterruptedException e) {e.printStackTrace();}

        connector.getSthFromRemote();

        return userDao.getAll();

    }

}

3.3发现需要一个repository

创建com.test.spring.aop.domain.repository.IUserDao

package com.test.spring.aop.domain.repository;

import com.test.spring.aop.domain.entiry.User;

import java.util.List;

/**

 * Created by miaorf on 2016/7/16.

 */

public interface IUserDao {

    List<User> getAll();

}

创建com.test.spring.aop.domain.repository.impl.UserDao

package com.test.spring.aop.domain.repository.impl;

import com.test.spring.aop.domain.entiry.User;

import com.test.spring.aop.domain.repository.IUserDao;

import org.springframework.stereotype.Repository;

import java.util.ArrayList;

import java.util.List;

/**

 * Created by miaorf on 2016/7/16.

 */

@Repository

public class UserDao implements IUserDao {

    public List<User> getAll() {

        //mock data

        List<User> list = new ArrayList<User>(10000);

        for (int i = 0; i < 10000; i++) {

            list.add(new User(i,"name_"+i,getRondomString(6),i,i%2,getRondomString(100)));

        }

        return list;

    }

    private String getRondomString(int length){

        StringBuffer buf = new StringBuffer("a,b,c,d,e,f,g,h,i,g,k,l,m,n,o,p,q,r,s,t,u,v,w,x,y,z");

        buf.append(",A,B,C,D,E,F,G,H,I,G,K,L,M,N,O,P,Q,R,S,T,U,V,W,X,Y,Z");

        buf.append(",~,@,#,$,%,^,&,*,(,),_,+,|,`,.");

        buf.append(",1,2,3,4,5,6,7,8,9,0");

        String[] arr = buf.toString().split(",");

        StringBuffer result = new StringBuffer();

        for (int i = 0; i < length; i++) {

            int random = (int) (Math.random() * 10000 + 1);

            result.append(arr[random % arr.length]);

        }

        return result.toString();

    }

}

3.3.1临时添加一个远程调用

创建com.test.spring.aop.domain.repository.IConnector

package com.test.spring.aop.domain.repository;

/**

 * Created by miaorf on 2016/7/16.

 */

public interface IConnector {

    Object getSthFromRemote();

}

创建com.test.spring.aop.domain.repository.impl.Connector

package com.test.spring.aop.domain.repository.impl;

import com.test.spring.aop.domain.repository.IConnector;

import org.springframework.stereotype.Component;

/**

 * Created by miaorf on 2016/7/16.

 */

@Component

public class Connector implements IConnector {

    public Object getSthFromRemote() {

        //mock time

        try {Thread.sleep(2000);} catch (InterruptedException e) {e.printStackTrace();}

        return null;

    }

}

3.4发现需要一个实体类

创建com.test.spring.aop.domain.entiry.User

package com.test.spring.aop.domain.entiry;

/**

 * Created by miaorf on 2016/7/16.

 */

public class User {

    Integer id;

    String username;

    String password;

    Integer age;

    Integer sex;

    String info;

    public User() {

    }

    public User(Integer id, String username, String password, Integer age, Integer sex, String info) {

        this.id = id;

        this.username = username;

        this.password = password;

        this.age = age;

        this.sex = sex;

        this.info = info;

    }

    public Integer getId() {

        return id;

    }

    public void setId(Integer id) {

        this.id = id;

    }

    public String getUsername() {

        return username;

    }

    public void setUsername(String username) {

        this.username = username;

    }

    public String getPassword() {

        return password;

    }

    public void setPassword(String password) {

        this.password = password;

    }

    public Integer getAge() {

        return age;

    }

    public void setAge(Integer age) {

        this.age = age;

    }

    public Integer getSex() {

        return sex;

    }

    public void setSex(Integer sex) {

        this.sex = sex;

    }

    public String getInfo() {

        return info;

    }

    public void setInfo(String info) {

        this.info = info;

    }

    @Override

    public String toString() {

        return "User{" +

                "id=" + id +

                ", username='" + username + '\'' +

                ", password='" + password + '\'' +

                ", age=" + age +

                ", sex=" + sex +

                ", info='" + info + '\'' +

                '}';

    }

}

3.5完成

以上就基本把一个web接口搞定了，可以运行测试一下，使用浏览器或者postman访问localhost:8080/user/all就可以获得user列表了。

3.6加入user时间统计

创建com.test.spring.aop.monitor.UserMonitor

package com.test.spring.aop.monitor;

import org.aspectj.lang.ProceedingJoinPoint;

import org.aspectj.lang.annotation.*;

import org.slf4j.Logger;

import org.slf4j.LoggerFactory;

import org.springframework.stereotype.Component;

import org.springframework.util.StopWatch;

/**

 * Created by miaorf on 2016/7/16.

 */

@Aspect

@Component

public class UserMonitor {

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

    StopWatch stopWatch;

    @Pointcut("execution(* com.test.spring.aop.web.UserController.users())")

    public void controllerPerformance() {

    }

    @Pointcut("execution(* com.test.spring.aop.domain.service.impl.UserService.getAll())")

    public void servicePerformance() {

    }

    @Pointcut("execution(* com.test.spring.aop.domain.repository.impl.UserDao.getAll())")

    public void repositoryPerformance() {

    }

    @Pointcut("execution(* com.test.spring.aop.domain.repository.impl.Connector.getSthFromRemote())")

    public void connectorPerformance() {

    }

    @Before("controllerPerformance()")

    public void startWatch() {

        stopWatch = new StopWatch("controller");

    }

    @After("controllerPerformance()")

    public void endWatch() {

        logger.info(stopWatch.prettyPrint());

        stopWatch = null;

    }

    @Around("servicePerformance() || repositoryPerformance() || connectorPerformance()")

    public Object watchPerformance(ProceedingJoinPoint joinPoint) throws Throwable {

        System.out.println("---------------------------");

        try {

            //如果是一层一层的，这里只能统计到到下一层需要的时间，因为返回值后没有统计，也就是说只能统计平行的调用

            if (stopWatch.isRunning()){

                stopWatch.stop();

            }

            stopWatch.start(joinPoint.getSignature().toString());

        } catch (IllegalStateException e) {

            logger.error("watch start error:",e);

        }

        Object proceed = joinPoint.proceed();

        try {

            if (stopWatch.isRunning()){

                stopWatch.stop();

            }

        } catch (IllegalStateException e) {

            logger.error("watch end error:",e);

        }

        return proceed;

    }

}

这里有几点问题：

1.StopWatch不能重复创建，如果想统计每次controller访问时间，必须在访问前初始化，访问后废除。

2.这里的时间统计仅仅针对controller入口的统计，也就是说，如果别的调用了service，这个时间是不统计的，因为StopWatch没有初始化。

3.StopWatch的prettyPrint是一个很好的东东

4.如果想要向开始那样，完全统计每层耗时，这个设计需要重新设计。当前有这样的想法。controller切点初始化三个或者多个StopWatch；service、repository等分别建立切点并计时；controller执行完毕之后的切点汇总统计数据，销毁各个StopWatch。这样就做到了每个层都统计了。然而问题来了，如果一个controller调用了多个service，显然需要统计所有service耗时和单个service耗时。

Boo! Big Bug!!!

今早起来接着看，忽然想起spring bean管理是单例的，而且必须是单例的才可以使用共同的成员变量，但问题来了，spring的controller是多线程的。也就是说，这个切面进入不是排队的，第一个请求过程中第二个请求也是可以进来的。那么，共享成员变量实在是愚蠢的决定。然而选择创建一个类来管理对应一个请求的计时器也不好的，如果并发量超级大岂不是每个人都会产生一个类？

因此，这个计时器必须是一个过程量，可以在指定区间（即controller执行期间）生存，而后销毁。对应的，显然是每个并发请求会至少产生一个类。也就是说，我需要在controller请求的时候new 一个StopWatch的id，然后在接下来的一系列调用中都使用这个id对应的计时器，最后销毁。如果几百万个并发量，那么就会产生几百万个类实例。懵逼。

最终选择

通过一个实例来保存一次请求状态太消耗性能，而如果不通过一个类实例保存状态就无法汇总所有的时间。所以这个方案不合适。那么，剩下日志和传入数据库。当下就先记录日志好了。记录想要记录的节点的时间：

package com.test.spring.aop.monitor;

import org.aspectj.lang.ProceedingJoinPoint;

import org.aspectj.lang.Signature;

import org.aspectj.lang.annotation.Around;

import org.aspectj.lang.annotation.Aspect;

import org.aspectj.lang.annotation.Pointcut;

import org.slf4j.Logger;

import org.slf4j.LoggerFactory;

import org.springframework.stereotype.Component;

import org.springframework.util.StopWatch;

/**

 * Created by miaorf on 2016/7/16.

 */

@Aspect

@Component

public class UserMonitor {

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

    @Pointcut("execution(* com.test.spring.aop.web.UserController.users())")

    public void controllerPerformance() {

    }

    @Pointcut("execution(* com.test.spring.aop.domain.service.impl.UserService.getAll())")

    public void servicePerformance() {

    }

    @Pointcut("execution(* com.test.spring.aop.domain.repository.impl.UserDao.getAll())")

    public void repositoryPerformance() {

    }

    @Pointcut("execution(* com.test.spring.aop.domain.repository.impl.Connector.getSthFromRemote())")

    public void connectorPerformance() {

    }

    @Around("controllerPerformance() || servicePerformance() || repositoryPerformance() || connectorPerformance()")

    public Object watchPerformance(ProceedingJoinPoint joinPoint) throws Throwable {

        Signature signature = joinPoint.getSignature();

        logger.info("=================start {}=====================",signature.getName());

        StopWatch stopWatch = new StopWatch("controller");

        try {

            if (stopWatch.isRunning()) {

                stopWatch.stop();

            }

            stopWatch.start(signature.toString());

        } catch (IllegalStateException e) {

            logger.error("watch start error:", e);

        }

        Object proceed = joinPoint.proceed();

        try {

            if (stopWatch.isRunning()) {

                stopWatch.stop();

                logger.info(stopWatch.prettyPrint()+"\n================= end {}=====================",signature.getName());

            }

        } catch (IllegalStateException e) {

            logger.error("watch end error:", e);

        }

        return proceed;

    }

}

压力测试

1.建立test case

首先，测试controller：创建com.test.spring.aop.web.UserControllerTest

package com.test.spring.aop.web;

import com.test.spring.aop.Application;

import org.junit.Assert;

import org.junit.Before;

import org.junit.Test;

import org.junit.runner.RunWith;

import org.springframework.beans.factory.annotation.Autowired;

import org.springframework.boot.test.SpringApplicationConfiguration;

import org.springframework.test.context.junit4.SpringJUnit4ClassRunner;

import org.springframework.test.context.web.WebAppConfiguration;

import org.springframework.test.web.servlet.MockMvc;

import org.springframework.test.web.servlet.MvcResult;

import org.springframework.test.web.servlet.request.MockMvcRequestBuilders;

import org.springframework.test.web.servlet.result.MockMvcResultHandlers;

import org.springframework.test.web.servlet.result.MockMvcResultMatchers;

import org.springframework.test.web.servlet.setup.MockMvcBuilders;

import org.springframework.web.context.WebApplicationContext;

import static org.junit.Assert.*;

/**

 * Created by miaorf on 2016/7/17.

 */

@RunWith(SpringJUnit4ClassRunner.class)

@SpringApplicationConfiguration(Application.class)

@WebAppConfiguration

public class UserControllerTest {

    @Autowired

    private WebApplicationContext wac;

    private MockMvc mockMvc;

    @Before

    public void setUp() {

        mockMvc = MockMvcBuilders.webAppContextSetup(wac).build();

    }

    @Test

    public void testUsers() throws Exception {

        MvcResult result = mockMvc.perform(MockMvcRequestBuilders.get("/user/all"))

                .andExpect(MockMvcResultMatchers.status().isOk())

                .andExpect(MockMvcResultMatchers.jsonPath("$[0].id").value(0))

//                .andDo(MockMvcResultHandlers.print())

                .andReturn();

    }

    @Test

    public void testUsersConcurrent() throws  Exception{

        for (int i = 0; i < 10; i++) {

            new Thread(() -> {

                try {

                    mockMvc.perform(MockMvcRequestBuilders.get("/user/all")).andExpect(MockMvcResultMatchers.status().isOk());

                } catch (Exception e) {

                    e.printStackTrace();

                }

            }).run();

        }

    }

}

不知道为啥，我的new Thread并没有并发执行，而是按顺序执行的。也就是说，虽然我new 10 个Thread，但还是一个接一个的运行。

改进
于是，我想采用线程池：

 @Test

    public void testUsersConcurrent() throws  Exception{

        ThreadPoolExecutor executor = new ThreadPoolExecutor(5,10,200, TimeUnit.MILLISECONDS,new ArrayBlockingQueue<Runnable>(5));

        //不能超过15

        for (int i = 0; i < 15; i++) {

            executor.execute(()->{

                try {

                    mockMvc.perform(MockMvcRequestBuilders.get("/user/all")).andExpect(MockMvcResultMatchers.status().isOk());

                } catch (Exception e) {

                    e.printStackTrace();

                }

            });

        }

        //等待其他线程执行,方便查看控制台打印结果

        Thread.sleep(100000);

    }

这下就可以看到controller是多线程并发的了，因为瞬间就打印了10条controller访问日志，正好是线程池的最大容量：

016-07-17 12:20:10.336  INFO 12792 --- [           main] o.s.t.web.servlet.TestDispatcherServlet  : FrameworkServlet '': initialization completed in 24 ms

2016-07-17 12:20:10.431  INFO 12792 --- [pool-1-thread-8] com.test.spring.aop.monitor.UserMonitor  : =================start UserController.users()=====================

2016-07-17 12:20:10.431  INFO 12792 --- [pool-1-thread-6] com.test.spring.aop.monitor.UserMonitor  : =================start UserController.users()=====================

2016-07-17 12:20:10.431  INFO 12792 --- [pool-1-thread-4] com.test.spring.aop.monitor.UserMonitor  : =================start UserController.users()=====================

2016-07-17 12:20:10.431  INFO 12792 --- [pool-1-thread-2] com.test.spring.aop.monitor.UserMonitor  : =================start UserController.users()=====================

2016-07-17 12:20:10.432  INFO 12792 --- [ool-1-thread-10] com.test.spring.aop.monitor.UserMonitor  : =================start UserController.users()=====================

2016-07-17 12:20:10.432  INFO 12792 --- [pool-1-thread-3] com.test.spring.aop.monitor.UserMonitor  : =================start UserController.users()=====================

2016-07-17 12:20:10.432  INFO 12792 --- [pool-1-thread-7] com.test.spring.aop.monitor.UserMonitor  : =================start UserController.users()=====================

2016-07-17 12:20:10.432  INFO 12792 --- [pool-1-thread-5] com.test.spring.aop.monitor.UserMonitor  : =================start UserController.users()=====================

2016-07-17 12:20:10.432  INFO 12792 --- [pool-1-thread-1] com.test.spring.aop.monitor.UserMonitor  : =================start UserController.users()=====================

2016-07-17 12:20:10.432  INFO 12792 --- [pool-1-thread-9] com.test.spring.aop.monitor.UserMonitor  : =================start UserController.users()=====================

2.采用Apache 的ab进行并发访问

2.1下载Apache

参考：使用Apache Server 的ab进行web请求压力测试

2.2测试

D:\Java\httpd-2.4.23-x64-vc14\Apache24\bin>ab -n 20 -c 10 localhost:8080/user/all

This is ApacheBench, Version 2.3 <$Revision: 1748469 $>

Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/

Licensed to The Apache Software Foundation, http://www.apache.org/

Benchmarking localhost (be patient).....done

Server Software:        Apache-Coyote/1.1

Server Hostname:        localhost

Server Port:            8080

Document Path:          /user/all

Document Length:        1836671 bytes

Concurrency Level:      10

Time taken for tests:   31.199 seconds

Complete requests:      20

Failed requests:        0

Total transferred:      36736380 bytes

HTML transferred:       36733420 bytes

Requests per second:    0.64 [#/sec] (mean)

Time per request:       15599.677 [ms] (mean)

Time per request:       1559.968 [ms] (mean, across all concurrent requests)

Transfer rate:          1149.88 [Kbytes/sec] received

Connection Times (ms)

              min  mean[+/-sd] median   max

Connect:        0    0   0.4      0       1

Processing: 14785 15524 600.3  16085   16148

Waiting:    14593 15310 505.1  15781   15831

Total:      14785 15524 600.3  16085   16148

Percentage of the requests served within a certain time (ms)

  50%  16085

  66%  16090

  75%  16099

  80%  16114

  90%  16140

  95%  16148

  98%  16148

  99%  16148

 100%  16148 (longest request)

可以看到服务端是多线程的：

2016-07-17 12:26:28.455  INFO 18580 --- [           main] com.test.spring.aop.Application          : Started Application in 8.37 seconds (JVM running for 9.23)

2016-07-17 12:26:40.966  INFO 18580 --- [nio-8080-exec-9] o.a.c.c.C.[Tomcat].[localhost].[/]       : Initializing Spring FrameworkServlet 'dispatcherServlet'

2016-07-17 12:26:40.966  INFO 18580 --- [nio-8080-exec-9] o.s.web.servlet.DispatcherServlet        : FrameworkServlet 'dispatcherServlet': initialization started

2016-07-17 12:26:40.992  INFO 18580 --- [nio-8080-exec-9] o.s.web.servlet.DispatcherServlet        : FrameworkServlet 'dispatcherServlet': initialization completed in 25 ms

2016-07-17 12:26:41.049  INFO 18580 --- [nio-8080-exec-5] com.test.spring.aop.monitor.UserMonitor  : =================start UserController.users()=====================

2016-07-17 12:26:41.049  INFO 18580 --- [io-8080-exec-10] com.test.spring.aop.monitor.UserMonitor  : =================start UserController.users()=====================

2016-07-17 12:26:41.049  INFO 18580 --- [nio-8080-exec-8] com.test.spring.aop.monitor.UserMonitor  : =================start UserController.users()=====================

2016-07-17 12:26:41.050  INFO 18580 --- [nio-8080-exec-7] com.test.spring.aop.monitor.UserMonitor  : =================start UserController.users()=====================

2016-07-17 12:26:41.050  INFO 18580 --- [nio-8080-exec-2] com.test.spring.aop.monitor.UserMonitor  : =================start UserController.users()=====================

2016-07-17 12:26:41.050  INFO 18580 --- [nio-8080-exec-1] com.test.spring.aop.monitor.UserMonitor  : =================start UserController.users()=====================

2016-07-17 12:26:41.050  INFO 18580 --- [nio-8080-exec-3] com.test.spring.aop.monitor.UserMonitor  : =================start UserController.users()=====================

2016-07-17 12:26:41.050  INFO 18580 --- [nio-8080-exec-4] com.test.spring.aop.monitor.UserMonitor  : =================start UserController.users()=====================

2016-07-17 12:26:41.051  INFO 18580 --- [nio-8080-exec-6] com.test.spring.aop.monitor.UserMonitor  : =================start UserController.users()=====================

2016-07-17 12:26:41.051  INFO 18580 --- [nio-8080-exec-9] com.test.spring.aop.monitor.UserMonitor  : =================start UserController.users()=====================

2016-07-17 12:26:51.061  INFO 18580 --- [nio-8080-exec-1] com.test.spring.aop.monitor.UserMonitor  : =================start IUserService.getAll()=====================

2016-07-17 12:26:51.061  INFO 18580 --- [nio-8080-exec-6] com.test.spring.aop.monitor.UserMonitor  : =================start IUserService.getAll()=====================

2016-07-17 12:26:51.061  INFO 18580 --- [nio-8080-exec-9] com.test.spring.aop.monitor.UserMonitor  : =================start IUserService.getAll()=====================

2016-07-17 12:26:51.061  INFO 18580 --- [io-8080-exec-10] com.test.spring.aop.monitor.UserMonitor  : =================start IUserService.getAll()=====================

2016-07-17 12:26:51.061  INFO 18580 --- [nio-8080-exec-3] com.test.spring.aop.monitor.UserMonitor  : =================start IUserService.getAll()=====================

2016-07-17 12:26:51.061  INFO 18580 --- [nio-8080-exec-2] com.test.spring.aop.monitor.UserMonitor  : =================start IUserService.getAll()=====================

2016-07-17 12:26:51.061  INFO 18580 --- [nio-8080-exec-4] com.test.spring.aop.monitor.UserMonitor  : =================start IUserService.getAll()=====================

2016-07-17 12:26:51.061  INFO 18580 --- [nio-8080-exec-8] com.test.spring.aop.monitor.UserMonitor  : =================start IUserService.getAll()=====================

2016-07-17 12:26:51.062  INFO 18580 --- [nio-8080-exec-5] com.test.spring.aop.monitor.UserMonitor  : =================start IUserService.getAll()=====================

2016-07-17 12:26:51.062  INFO 18580 --- [nio-8080-exec-7] com.test.spring.aop.monitor.UserMonitor  : =================start IUserService.getAll()=====================

2016-07-17 12:26:52.062  INFO 18580 --- [nio-8080-exec-9] com.test.spring.aop.monitor.UserMonitor  : =================start IConnector.getSthFromRemote()=====================

2016-07-17 12:26:52.062  INFO 18580 --- [nio-8080-exec-6] com.test.spring.aop.monitor.UserMonitor  : =================start IConnector.getSthFromRemote()=====================

2016-07-17 12:26:52.062  INFO 18580 --- [nio-8080-exec-1] com.test.spring.aop.monitor.UserMonitor  : =================start IConnector.getSthFromRemote()=====================

2016-07-17 12:26:52.063  INFO 18580 --- [io-8080-exec-10] com.test.spring.aop.monitor.UserMonitor  : =================start IConnector.getSthFromRemote()=====================

2016-07-17 12:26:52.063  INFO 18580 --- [nio-8080-exec-3] com.test.spring.aop.monitor.UserMonitor  : =================start IConnector.getSthFromRemote()=====================

2016-07-17 12:26:52.063  INFO 18580 --- [nio-8080-exec-2] com.test.spring.aop.monitor.UserMonitor  : =================start IConnector.getSthFromRemote()=====================

2016-07-17 12:26:52.063  INFO 18580 --- [nio-8080-exec-8] com.test.spring.aop.monitor.UserMonitor  : =================start IConnector.getSthFromRemote()=====================

2016-07-17 12:26:52.063  INFO 18580 --- [nio-8080-exec-4] com.test.spring.aop.monitor.UserMonitor  : =================start IConnector.getSthFromRemote()=====================

2016-07-17 12:26:52.063  INFO 18580 --- [nio-8080-exec-5] com.test.spring.aop.monitor.UserMonitor  : =================start IConnector.getSthFromRemote()=====================

2016-07-17 12:26:52.063  INFO 18580 --- [nio-8080-exec-7] com.test.spring.aop.monitor.UserMonitor  : =================start IConnector.getSthFromRemote()=====================

2016-07-17 12:26:54.063  INFO 18580 --- [nio-8080-exec-6] com.test.spring.aop.monitor.UserMonitor  : StopWatch 'controller': running time (millis) = 2000

-----------------------------------------

ms     %     Task name

-----------------------------------------

02000  100%  Object com.test.spring.aop.domain.repository.IConnector.getSthFromRemote()

================= end IConnector.getSthFromRemote()=====================

2016-07-17 12:26:54.063  INFO 18580 --- [nio-8080-exec-9] com.test.spring.aop.monitor.UserMonitor  : StopWatch 'controller': running time (millis) = 2001

-----------------------------------------

ms     %     Task name

-----------------------------------------

02001  100%  Object com.test.spring.aop.domain.repository.IConnector.getSthFromRemote()

================= end IConnector.getSthFromRemote()=====================

2016-07-17 12:26:54.063  INFO 18580 --- [nio-8080-exec-3] com.test.spring.aop.monitor.UserMonitor  : StopWatch 'controller': running time (millis) = 2000

-----------------------------------------

ms     %     Task name

-----------------------------------------

02000  100%  Object com.test.spring.aop.domain.repository.IConnector.getSthFromRemote()

================= end IConnector.getSthFromRemote()=====================

2016-07-17 12:26:54.063  INFO 18580 --- [nio-8080-exec-1] com.test.spring.aop.monitor.UserMonitor  : StopWatch 'controller': running time (millis) = 2000

-----------------------------------------

ms     %     Task name

-----------------------------------------

02000  100%  Object com.test.spring.aop.domain.repository.IConnector.getSthFromRemote()

================= end IConnector.getSthFromRemote()=====================

2016-07-17 12:26:54.063  INFO 18580 --- [io-8080-exec-10] com.test.spring.aop.monitor.UserMonitor  : StopWatch 'controller': running time (millis) = 2000

-----------------------------------------

ms     %     Task name

-----------------------------------------

02000  100%  Object com.test.spring.aop.domain.repository.IConnector.getSthFromRemote()

================= end IConnector.getSthFromRemote()=====================

2016-07-17 12:26:54.064  INFO 18580 --- [nio-8080-exec-4] com.test.spring.aop.monitor.UserMonitor  : StopWatch 'controller': running time (millis) = 2001

-----------------------------------------

ms     %     Task name

-----------------------------------------

02001  100%  Object com.test.spring.aop.domain.repository.IConnector.getSthFromRemote()

项目源码：https://github.com/chenxing12/spring-aop

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Spring-AOP实践 - 统计访问时间