Spring Webflux - 01 MVC的困境

Posted 2022-11-03 小小工匠

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文章目录

Spring MVC的困境
Servlet 异步请求缓解线程池压力
Tomcat 请求处理流程以及异步请求工作原理

Spring MVC的困境

我们先看一段工作中大家常见的代码

@RestController
public class TestAController 
@RequestMapping(value ="resource",method = RequestMethod.GET)
public Object processResult()
 	RestTemplate restTemplateew RestTemplate();
	 ∥请求外部资源
	String result =  restTemplate. getForObject("http://example.com/api/resource2", String.class)
	return processResultFurther(result);


private String processResultFurther(String result)
	return "resource here"

Tomcat处理请求，线程状态的变化如下：

我们发现这里的请求和响应事实上是 同步阻塞。

再深入想一下，如果每个线程的执行时间是不可控的，而Tomcat线程池中的线程数量是有限的…

那该怎么办呢？

Servlet 异步请求缓解线程池压力

我们来算一下：

TPS : 2000/s
请求耗时:250ms

那么在这种情况下：

tomcat最大线程数配置: 2000/s * 0.25s=500

因此 server. tomcat. threads. max=500 基本能满足需求

那假设 tps 到了 4000 呢？

虽然我们可以扩大线程数量，但线程是要消耗操作系统资源的，也并非越多越好，当然了还有其他很多影响因素。

那怎么办呢？

Servlet 3.0 异步请求处理

Filter/Servlet在生成响应之前可能要等待一些资源的响应以完成请求处理,比如一个jdbc查询,或者远程服务rpc调用。

在Servlet阻塞等待是一个低效的操作,这将导致受限系统资源急剧紧张,比如线程数、连接数等等

Servlet 3.0引入了异步处理请求的能力,使得线程可以不用阻塞等待,提早返回到容器,从而执行更多的任务请求。把耗时的任务提交给另一个异步线程去执行,以及产生响应。

Code 演示

工程

pom

<?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.artisan</groupId>
    <artifactId>servlet-asyn</artifactId>
    <version>1.0-SNAPSHOT</version>

    <properties>
        <maven.compiler.source>8</maven.compiler.source>
        <maven.compiler.target>8</maven.compiler.target>
        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
    </properties>


    <dependencies>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-web</artifactId>
            <version>2.7.4</version>
        </dependency>

        <dependency>
            <groupId>org.projectlombok</groupId>
            <artifactId>lombok</artifactId>
            <version>1.18.24</version>
        </dependency>
    </dependencies>

</project>

配置文件

server.tomcat.threads.max=1

启动类

package com.artisan;

import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.SpringBootApplication;
import org.springframework.boot.web.servlet.ServletComponentScan;

/**
 * @author 小工匠
 * @version 1.0
 * @description: 启动类
 * @date 2022/10/6 12:03
 * @mark: show me the code , change the world
 */

@SpringBootApplication
// 使用@ServletComponentScan注解后，Servlet、Filter、Listener可以直接通过@WebServlet、@WebFilter、@WebListener注解自动注册，无需其他代码
@ServletComponentScan
public class ServletAsyncApplication 


    public static void main(String[] args) 
        SpringApplication.run(ServletAsyncApplication.class,args);

同步servlet

package com.artisan.servlet;

import lombok.extern.slf4j.Slf4j;

import javax.servlet.ServletException;
import javax.servlet.annotation.WebServlet;
import javax.servlet.http.HttpServlet;
import javax.servlet.http.HttpServletRequest;
import javax.servlet.http.HttpServletResponse;
import java.io.IOException;
import java.util.concurrent.TimeUnit;

/**
 * @author 小工匠
 * @version 1.0
 * @description: 同步Servlet请求
 * @date 2022/10/6 12:06
 * @mark: show me the code , change the world
 */

@WebServlet(value = "/sync")
@Slf4j
public class SyncServlet extends HttpServlet 


    @Override
    protected void doGet(HttpServletRequest req, HttpServletResponse resp) throws ServletException, IOException 
        log.info("request: , currentThread: ", req.getQueryString(), Thread.currentThread().getName());

        processFuture(req, resp);
    

    private void processFuture(HttpServletRequest req, HttpServletResponse resp) 
        try 
            TimeUnit.SECONDS.sleep(10);
            resp.getWriter().println("sync handler");
         catch (IOException  | InterruptedException e) 
            throw new RuntimeException(e);

演示

异步servlet

package com.artisan.servlet;

import com.artisan.handler.AsyncRequestWrapper;
import com.artisan.handler.AsyncServletRejectedHandler;
import com.artisan.handler.AsyncThreadFactory;
import lombok.extern.slf4j.Slf4j;

import javax.servlet.AsyncContext;
import javax.servlet.ServletException;
import javax.servlet.annotation.WebServlet;
import javax.servlet.http.HttpServlet;
import javax.servlet.http.HttpServletRequest;
import javax.servlet.http.HttpServletResponse;
import java.io.IOException;
import java.util.concurrent.LinkedBlockingDeque;
import java.util.concurrent.ThreadPoolExecutor;
import java.util.concurrent.TimeUnit;

/**
 * @author 小工匠
 * @version 1.0
 * @description: 异步Servlet请求
 * @date 2022/10/6 15:23
 * @mark: show me the code , change the world
 */

@WebServlet(value = "/async", asyncSupported = true)
@Slf4j
public class AsyncServlet extends HttpServlet 


    private ThreadPoolExecutor executor = new ThreadPoolExecutor(1, 1, 0L, TimeUnit.SECONDS,
            new LinkedBlockingDeque<>(1),
            AsyncThreadFactory.builder().threadName("async-thread-pool").build(),
            new AsyncServletRejectedHandler());


    @Override
    protected void doGet(HttpServletRequest req, HttpServletResponse resp) throws ServletException, IOException 
        log.info("request: , currentThread: ", req.getQueryString(), Thread.currentThread().getName());

        AsyncContext asyncContext = req.startAsync();

        AsyncRequestWrapper wrapper = AsyncRequestWrapper.builder().asyncContext(asyncContext)
                .servletRequest(req)
                .servletResponse(resp)
                .thread(Thread.currentThread())
                .build();

        executor.execute(wrapper);

辅助Code

【AsyncThreadFactory 】

package com.artisan.handler;

import lombok.Builder;

import java.util.concurrent.Executors;
import java.util.concurrent.ThreadFactory;
import java.util.concurrent.atomic.AtomicInteger;

/**
 * @author 小工匠
 * @version 1.0
 * @description: 线程池工厂
 * @date 2022/10/6 15:35
 * @mark: show me the code , change the world
 */

@Builder
public class AsyncThreadFactory implements ThreadFactory 

    private final ThreadFactory threadFactory = Executors.defaultThreadFactory();

    private String threadName;

    private final AtomicInteger atomicInteger = new AtomicInteger(1);

    @Override
    public Thread newThread(Runnable r) 
        Thread thread = threadFactory.newThread(r);
        thread.setName(this.threadName + "-" + atomicInteger.getAndIncrement());
        return thread;

【AsyncRequestWrapper 】

package com.artisan.handler;

import lombok.Builder;
import lombok.Data;
import lombok.extern.slf4j.Slf4j;

import javax.servlet.AsyncContext;
import javax.servlet.ServletRequest;
import javax.servlet.ServletResponse;
import javax.servlet.http.HttpServletRequest;
import java.io.IOException;
import java.util.concurrent.TimeUnit;

/**
 * @author 小工匠
 * @version 1.0
 * @description: 线程包装对象
 * @date 2022/10/6 15:42
 * @mark: show me the code , change the world
 */

@Slf4j
@Data
@Builder
public class AsyncRequestWrapper implements Runnable 

    private AsyncContext asyncContext;
    private ServletRequest servletRequest;
    private ServletResponse servletResponse;
    private Thread thread;

    @Override
    public void run() 
        processFuture(asyncContext, servletRequest, servletResponse);
    

    private void processFuture(AsyncContext asyncContext, ServletRequest servletRequest, ServletResponse servletResponse) 

        HttpServletRequest httpServletRequest = (HttpServletRequest)servletRequest;

        try 
            TimeUnit.SECONDS.sleep(10);
            log.info("processFuture 当前处理线程 ",  Thread.currentThread().getName());
            servletResponse.getWriter().println("async handler -->" + httpServletRequest.getQueryString());
         catch (IOException | InterruptedException e) 
            throw new RuntimeException(e);
        
        // 完成
        asyncContext.complete();

【AsyncServletRejectedHandler】

package com.artisan.handler;

import lombok.extern.slf4j.Slf4j;

import javax.servlet.http.HttpServletRequest;
import java.io.IOException;
import java.util.concurrent.RejectedExecutionHandler;
import java.util.concurrent.ThreadPoolExecutor;

/**
 * @author 小工匠
 * @version 1.0
 * @description: 拒绝策略
 * @date 2022/10/6 15:24
 * @mark: show me the code , change the world
 */
@Slf4j
public class AsyncServletRejectedHandler  implements RejectedExecutionHandler 
    @Override
    public void rejectedExecution(Runnable r, ThreadPoolExecutor executor) 

        AsyncRequestWrapper wrapper = (AsyncRequestWrapper) r ;
        HttpServletRequest httpServletRequest = (HttpServletRequest) wrapper.getServletRequest();

        try 
            String queryString = httpServletRequest.getQueryString();
            String threadName = wrapper.getThread().getName();
            log.info("当前线程: , 当前线程请求参数:", threadName, queryString);
            wrapper.getServletResponse().getWriter().println("too many request , current thread:" + threadName + " , current param:" + queryString );
         catch (IOException e) 
            throw new RuntimeException(e);
        
        // 别忘了 complete
        wrapper.getAsyncContext().complete();

演示

2022-10-06 21:30:09.700  INFO 7860 --- [nio-8080-exec-1] com.artisan.servlet.AsyncServlet         : request: i=1, currentThread: http-nio-8080-exec-1
2022-10-06 21:30:11.277  INFO 7860 --- [nio-8080-exec-1] com.artisan.servlet.AsyncServlet         : request: i=2, currentThread: http-nio-8080-exec-1
2022-10-06 21:30:12.813  INFO 7860 --- [nio-8080-exec-1] com.artisan.servlet.AsyncServlet         : request: i=3, currentThread: http-nio-8080-exec-1
2022-10-06 21:30:12.813  INFO 7860 --- [nio-8080-exec-1] c.a.handler.AsyncServletRejectedHandler  : 当前线程:http-nio-8080-exec-1 , 当前线程请求参数:i=3
2022-10-06 21:30:15.355  INFO 7860 --- [nio-8080-exec-1] com.artisan.servlet.AsyncServlet         : request: i=4, currentThread: http-nio-8080-exec-1
2022-10-06 21:30:15.355  INFO 7860 --- [nio-8080-exec-1] c.a.handler.AsyncServletRejectedHandler  : 当前线程:http-nio-8080-exec-1 , 当前线程请求参数:i=4
2022-10-06 21:30:19.712  INFO 7860 --- [c-thread-pool-1] com.artisan.handler.AsyncRequestWrapper  : processFuture 当前处理线程 async-以上是关于Spring Webflux - 01 MVC的困境的主要内容，如果未能解决你的问题，请参考以下文章 
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