Springboot實(shí)現(xiàn)高吞吐量異步處理詳解(適用于高并發(fā)場(chǎng)景)
技術(shù)要點(diǎn)
org.springframework.web.context.request.async.DeferredResult<T>
示例如下:
1. 新建Maven項(xiàng)目 async
2. pom.xml
<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.java</groupId>
<artifactId>async</artifactId>
<version>1.0.0</version>
<parent>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-parent</artifactId>
<version>2.0.5.RELEASE</version>
</parent>
<dependencies>
<!-- Spring Boot -->
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-web</artifactId>
</dependency>
<!-- 熱部署 -->
<dependency>
<groupId>org.springframework</groupId>
<artifactId>springloaded</artifactId>
<version>1.2.8.RELEASE</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-devtools</artifactId>
<scope>provided</scope>
</dependency>
</dependencies>
<build>
<finalName>${project.artifactId}</finalName>
<plugins>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-compiler-plugin</artifactId>
<configuration>
<source>1.8</source>
<target>1.8</target>
<encoding>UTF-8</encoding>
</configuration>
</plugin>
<plugin>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-maven-plugin</artifactId>
<executions>
<execution>
<goals>
<goal>repackage</goal>
</goals>
</execution>
</executions>
</plugin>
</plugins>
</build>
</project>
3. AsyncStarter.java
package com.java;
import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.SpringBootApplication;
@SpringBootApplication
public class AsyncStarter {
public static void main(String[] args) {
SpringApplication.run(AsyncStarter.class, args);
}
}
4. AsyncVo.java
package com.java.vo;
import org.springframework.web.context.request.async.DeferredResult;
/**
* 存儲(chǔ)異步處理信息
*
* @author Logen
*
* @param <I> 接口輸入?yún)?shù)
* @param <O> 接口返回參數(shù)
*/
public class AsyncVo<I, O> {
/**
* 請(qǐng)求參數(shù)
*/
private I params;
/**
* 響應(yīng)結(jié)果
*/
private DeferredResult<O> result;
public I getParams() {
return params;
}
public void setParams(I params) {
this.params = params;
}
public DeferredResult<O> getResult() {
return result;
}
public void setResult(DeferredResult<O> result) {
this.result = result;
}
}
5. RequestQueue.java
package com.java.queue;
import java.util.concurrent.BlockingQueue;
import java.util.concurrent.LinkedBlockingQueue;
import org.springframework.stereotype.Component;
import com.java.vo.AsyncVo;
/**
* 存放所有異步處理接口請(qǐng)求隊(duì)列的對(duì)象,一個(gè)接口對(duì)應(yīng)一個(gè)隊(duì)列
*
* @author Logen
*
*/
@Component
public class RequestQueue {
/**
* 處理下訂單接口的隊(duì)列,設(shè)置緩沖容量為50
*/
private BlockingQueue<AsyncVo<String, Object>> orderQueue = new LinkedBlockingQueue<>(50);
public BlockingQueue<AsyncVo<String, Object>> getOrderQueue() {
return orderQueue;
}
}
6. OrderTask.java
package com.java.task;
import java.util.HashMap;
import java.util.Map;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;
import com.java.queue.RequestQueue;
import com.java.vo.AsyncVo;
/**
* 處理訂單接口的任務(wù),每個(gè)任務(wù)類處理一種接口
*
* @author Logen
*
*/
@Component
public class OrderTask extends Thread {
@Autowired
private RequestQueue queue;
private boolean running = true;
@Override
public void run() {
while (running) {
try {
AsyncVo<String, Object> vo = queue.getOrderQueue().take();
System.out.println("[ OrderTask ]開(kāi)始處理訂單");
String params = vo.getParams();
Thread.sleep(3000);
Map<String, Object> map = new HashMap<>();
map.put("params", params);
map.put("time", System.currentTimeMillis());
vo.getResult().setResult(map);
System.out.println("[ OrderTask ]訂單處理完成");
} catch (InterruptedException e) {
e.printStackTrace();
running = false;
}
}
}
public void setRunning(boolean running) {
this.running = running;
}
}
7. QueueListener.java
package com.java.listener;
import javax.annotation.PostConstruct;
import javax.annotation.PreDestroy;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;
import com.java.task.OrderTask;
/**
* 隊(duì)列監(jiān)聽(tīng)器,初始化啟動(dòng)所有監(jiān)聽(tīng)任務(wù)
*
* @author Logen
*
*/
@Component
public class QueueListener {
@Autowired
private OrderTask orderTask;
/**
* 初始化時(shí)啟動(dòng)監(jiān)聽(tīng)請(qǐng)求隊(duì)列
*/
@PostConstruct
public void init() {
orderTask.start();
}
/**
* 銷毀容器時(shí)停止監(jiān)聽(tīng)任務(wù)
*/
@PreDestroy
public void destory() {
orderTask.setRunning(false);
}
}
8. OrderController.java
package com.java.controller;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.RestController;
import org.springframework.web.context.request.async.DeferredResult;
import com.java.queue.RequestQueue;
import com.java.vo.AsyncVo;
/**
* <blockquote>
*
* <pre>
*
* 模擬下單處理,實(shí)現(xiàn)高吞吐量異步處理請(qǐng)求
*
* 1、 Controller層接口只接收請(qǐng)求,不進(jìn)行處理,而是把請(qǐng)求信息放入到對(duì)應(yīng)該接口的請(qǐng)求隊(duì)列中
* 2、 該接口對(duì)應(yīng)的任務(wù)類監(jiān)聽(tīng)對(duì)應(yīng)接口的請(qǐng)求隊(duì)列,從隊(duì)列中順序取出請(qǐng)求信息并進(jìn)行處理
*
* 優(yōu)點(diǎn):接口幾乎在收到請(qǐng)求的同時(shí)就已經(jīng)返回,處理程序在后臺(tái)異步進(jìn)行處理,大大提高吞吐量
*
*
* </pre>
*
* </blockquote>
*
* @author Logen
*
*/
@RestController
public class OrderController {
@Autowired
private RequestQueue queue;
@GetMapping("/order")
public DeferredResult<Object> order(String number) throws InterruptedException {
System.out.println("[ OrderController ] 接到下單請(qǐng)求");
System.out.println("當(dāng)前待處理訂單數(shù): " + queue.getOrderQueue().size());
AsyncVo<String, Object> vo = new AsyncVo<>();
DeferredResult<Object> result = new DeferredResult<>();
vo.setParams(number);
vo.setResult(result);
queue.getOrderQueue().put(vo);
System.out.println("[ OrderController ] 返回下單結(jié)果");
return result;
}
}
9. 運(yùn)行 AsyncStarter.java ,啟動(dòng)測(cè)試
瀏覽器輸入 http://localhost:8080/order?number=10001
正常情況處理3秒返回,返回結(jié)果如下
{"time":1548241500718,"params":"10001"}
觀察控制臺(tái)打印日志,如下所示:
[ OrderController ] 接到下單請(qǐng)求 當(dāng)前待處理訂單數(shù): 0 [ OrderController ] 返回下單結(jié)果 [ OrderTask ]開(kāi)始處理訂單 [ OrderTask ]訂單處理完成
結(jié)論:Controller層幾乎在接收到請(qǐng)求的同時(shí)就已經(jīng)返回,處理程序在后臺(tái)異步處理任務(wù)。
快速多次刷新瀏覽器,目的為了高并發(fā)測(cè)試,觀察控制臺(tái)打印信息
現(xiàn)象:Controller層快速返回,待處理請(qǐng)求在隊(duì)列中開(kāi)始增加,異步處理程序在按順序處理請(qǐng)求。
優(yōu)點(diǎn):對(duì)客戶端響應(yīng)時(shí)間不變,但提高了服務(wù)端的吞吐量。大大提升高并發(fā)處理性能!
以上就是本文的全部?jī)?nèi)容,希望對(duì)大家的學(xué)習(xí)有所幫助,也希望大家多多支持腳本之家。
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