文章详情

短信预约-IT技能 免费直播动态提醒

请输入下面的图形验证码

提交验证

短信预约提醒成功

Netty框架实现TCP/IP通信的完美过程

2024-04-02 19:55

关注

      项目中需要使用到TCP/IP协议完成数据的发送与接收。如果只是用以前写的简单的socket套接字方法,每次接收发送消息都会创建新的socket再关闭socket,造成资源浪费。于是使用netty框架完成java网络通信。
      Netty框架的内容很多,这里只是代码展示其中的一个功能。

代码仓库

      这里使用的是Springboot+Netty框架,使用maven搭建项目。这里是在一个项目中搭建服务端与客户端,所以端口一样。还可以使用TCP/UTP工具自己搭建服务端和客户端,只要在yml文件中修改ip和端口就好。

pom.xml


<?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.hzx.testmaven15netty</groupId>
    <artifactId>testmaven15netty</artifactId>
    <version>1.0-SNAPSHOT</version>

    <parent>
        <groupId>org.springframework.boot</groupId>
        <artifactId>spring-boot-starter-parent</artifactId>
        <version>2.3.0.RELEASE</version>
    </parent>
    <dependencies>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter</artifactId>
        </dependency>
        <dependency>
            <groupId>io.netty</groupId>
            <artifactId>netty-all</artifactId>
            <version>4.1.31.Final</version>
        </dependency>
    </dependencies>

</project>

application.yml


server:
  port: 8080

# 作为客户端请求的服务端地址
netty:
  tcp:
    server:
      # 作为客户端请求的服务端地址
      host: 127.0.0.1
      # 作为客户端请求的服务端端口
      port: 7000
    client:
      # 作为服务端开放给客户端的端口
      port: 7000

服务端


import io.netty.bootstrap.ServerBootstrap;
import io.netty.channel.Channel;
import io.netty.channel.ChannelFuture;
import io.netty.channel.ChannelOption;
import io.netty.channel.EventLoopGroup;
import io.netty.channel.nio.NioEventLoopGroup;
import io.netty.channel.socket.nio.NioServerSocketChannel;
import io.netty.util.concurrent.Future;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.stereotype.Component;

import java.util.Map;
import java.util.concurrent.ConcurrentHashMap;

@Component
public class NettyTcpServer {
    private static final Logger LOGGER = LoggerFactory.getLogger(NettyTcpServer.class);

    // boss事件轮询线程组
    // 处理Accept连接事件的线程,这里线程数设置为1即可,netty处理链接事件默认为单线程,过度设置反而浪费cpu资源
    private EventLoopGroup boss = new NioEventLoopGroup(1);

    //worker事件轮询线程组
    //处理handler的工作线程,其实也就是处理IO读写 。线程数据默认为 CPU 核心数乘以2
    private EventLoopGroup worker = new NioEventLoopGroup();

    @Autowired
    ServerChannelInitializer serverChannelInitializer;

    @Value("${netty.tcp.client.port}")
    private Integer port;

    // 与客户端建立连接后得到的通道对象
    private Channel channel;

    
    public static Map<String, Channel> map = new ConcurrentHashMap<String, Channel>();

    
    public ChannelFuture start() {
        // 启动类
        ServerBootstrap serverBootstrap = new ServerBootstrap();
        serverBootstrap.group(boss, worker)//组配置,初始化ServerBootstrap的线程组
                .channel(NioServerSocketChannel.class)//构造channel通道工厂 bossGroup的通道,只是负责连接
                .childHandler(serverChannelInitializer) //设置通道处理者ChannelHandlerWorkerGroup的处理器
                .option(ChannelOption.SO_BACKLOG, 1024)//socket参数,当服务器请求处理程全满时,用于临时存放已完成三次握手请求的队列的最大长度。如果未设置或所设置的值小于1,Java将使用默认值50。
                .childOption(ChannelOption.SO_KEEPALIVE, true);//启用心跳保活机制,tcp,默认2小时发一次心跳
        //Future:异步任务的生命周期,可用来获取任务结果
        ChannelFuture channelFuture1 = serverBootstrap.bind(port).syncUninterruptibly(); // 绑定端口 开启监听 同步等待
        if (channelFuture1 != null && channelFuture1.isSuccess()) {
            channel = channelFuture1.channel();// 获取通道
            LOGGER.info("Netty tcp server start success,port={}",port);
        }else {
            LOGGER.error("Netty tcp server start fail");
        }
        return channelFuture1;
    }

    
    public void destroy(){
        if (channel != null) {
            channel.close();
        }
        try {
            Future<?> future = worker.shutdownGracefully().await();
            if (!future.isSuccess()) {
                LOGGER.error("netty tcp workerGroup shutdown fail,{}",future.cause());
            }
        } catch (InterruptedException e) {
            LOGGER.error(e.toString());
        }
        LOGGER.info("Netty tcp server shutdown success");
    }
}

import io.netty.channel.ChannelInitializer;
import io.netty.channel.ChannelPipeline;
import io.netty.channel.socket.SocketChannel;
import io.netty.handler.codec.string.StringDecoder;
import io.netty.handler.codec.string.StringEncoder;
import io.netty.handler.timeout.IdleStateHandler;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;

import java.util.concurrent.TimeUnit;

@Component
public class ServerChannelInitializer extends ChannelInitializer<SocketChannel> {

    @Autowired
    ServerChannelHandler serverChannelHandler;

    @Override
    protected void initChannel(SocketChannel socketChannel) throws Exception {
        ChannelPipeline pipeline = socketChannel.pipeline();
        //IdleStateHandler心跳机制,如果超时触发Handle中userEventTrigger()方法
        pipeline.addLast("idleStateHandler",
                new IdleStateHandler(15,0,0, TimeUnit.MINUTES));
        // 字符串编解码器
        pipeline.addLast(
                new StringDecoder(),
                new StringEncoder()
        );
        // 自定义Handler
        pipeline.addLast("serverChannelHandler",serverChannelHandler);
    }
}

import io.netty.channel.ChannelHandler;
import io.netty.channel.ChannelHandlerContext;
import io.netty.channel.SimpleChannelInboundHandler;
import io.netty.handler.timeout.IdleState;
import io.netty.handler.timeout.IdleStateEvent;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.stereotype.Component;

@Component
@ChannelHandler.Sharable
public class ServerChannelHandler extends SimpleChannelInboundHandler<Object> {

    private static final Logger LOGGER = LoggerFactory.getLogger(ServerChannelHandler.class);
    
    @Override
    protected void channelRead0(ChannelHandlerContext channelHandlerContext, Object msg) throws Exception {
        LOGGER.info("Netty tcp server receive message: {}",msg);
        channelHandlerContext.writeAndFlush(" response message "+msg).syncUninterruptibly();
    }

    
    @Override
    public void channelActive(ChannelHandlerContext ctx) throws Exception {
        super.channelActive(ctx);
        LOGGER.info("tcp client "+getRemoteAddress(ctx)+" connect success");
        NettyTcpServer.map.put(getIPString(ctx),ctx.channel());
    }

    
    @Override
    public void channelInactive(ChannelHandlerContext ctx) throws Exception {
        // 删除Channel Map中失效的Client
        NettyTcpServer.map.remove(getIPString(ctx));
        ctx.close();
    }

    
    @Override
    public void exceptionCaught(ChannelHandlerContext ctx, Throwable cause) throws Exception {
        super.exceptionCaught(ctx, cause);
        // 发生异常 关闭连接
        LOGGER.error("引擎{}的通道发生异常,断开连接",getRemoteAddress(ctx));
        ctx.close();
    }

    
    @Override
    public void userEventTriggered(ChannelHandlerContext ctx, Object evt) throws Exception {
        String socketString = ctx.channel().remoteAddress().toString();
        if (evt instanceof IdleStateEvent) {
            IdleStateEvent event = (IdleStateEvent) evt;
            if (event.state()== IdleState.READER_IDLE) {
                LOGGER.info("Client: "+socketString+" READER_IDLE读超时");
                ctx.disconnect();
            }else if (event.state()==IdleState.WRITER_IDLE){
                LOGGER.info("Client: "+socketString+" WRITER_IDLE写超时");
                ctx.disconnect();
            }else if (event.state()==IdleState.ALL_IDLE){
                LOGGER.info("Client: "+socketString+" ALL_IDLE总超时");
                ctx.disconnect();
            }
        }
    }

    
    public String getRemoteAddress(ChannelHandlerContext channelHandlerContext){
        String socketString = "";
        socketString = channelHandlerContext.channel().remoteAddress().toString();
        return socketString;
    }

    
    public String getIPString(ChannelHandlerContext channelHandlerContext){
        String ipString = "";
        String socketString = channelHandlerContext.channel().remoteAddress().toString();
        int colonAt = socketString.indexOf(":");
        ipString = socketString.substring(1,colonAt);
        return ipString;
    }
}

客户端


import io.netty.bootstrap.Bootstrap;
import io.netty.channel.Channel;
import io.netty.channel.ChannelFuture;
import io.netty.channel.ChannelOption;
import io.netty.channel.nio.NioEventLoopGroup;
import io.netty.channel.socket.nio.NioSocketChannel;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.stereotype.Component;

import javax.xml.ws.Holder;

@Component
public class NettyTcpClient {

    private static final Logger LOGGER = LoggerFactory.getLogger(NettyTcpClient.class);

    @Value("${netty.tcp.server.host}")
    String HOST;

    @Value("${netty.tcp.server.port}")
    int PORT;

    @Autowired
    ClientChannelInitializer clientChannelInitializer;

    private Channel channel;

    
    private final Bootstrap getBootstrap(){
        Bootstrap bootstrap = new Bootstrap();
        NioEventLoopGroup group = new NioEventLoopGroup();
        bootstrap.group(group)
                .channel(NioSocketChannel.class)//通道连接者
                .handler(clientChannelInitializer)//通道处理者
                .option(ChannelOption.SO_KEEPALIVE,true);// 心跳报活
        return bootstrap;
    }

    
    public void connect(){
        ChannelFuture channelFuture = getBootstrap().connect(HOST, PORT).syncUninterruptibly();
        if (channelFuture != null&&channelFuture.isSuccess()) {
            channel = channelFuture.channel();
            LOGGER.info("connect tcp server host = {},port = {} success", HOST,PORT);
        }else {
            LOGGER.error("connect tcp server host = {},port = {} fail",HOST,PORT);
        }
    }

    
    public void sendMessage(Object msg) throws InterruptedException {
        if (channel != null) {
            channel.writeAndFlush(msg).sync();
        }else {
            LOGGER.warn("消息发送失败,连接尚未建立");
        }
    }
}

import io.netty.channel.ChannelInitializer;
import io.netty.channel.ChannelPipeline;
import io.netty.channel.socket.SocketChannel;
import io.netty.handler.codec.string.StringDecoder;
import io.netty.handler.codec.string.StringEncoder;
import io.netty.handler.timeout.IdleStateHandler;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;

import java.util.concurrent.TimeUnit;

@Component
public class ClientChannelInitializer extends ChannelInitializer<SocketChannel> {

    @Autowired
    ClientChannelHandler clientChannelHandler;

    @Override
    protected void initChannel(SocketChannel socketChannel) throws Exception {
        ChannelPipeline pipeline = socketChannel.pipeline();
        pipeline.addLast("idleStateHandler",
                new IdleStateHandler(15,0,0, TimeUnit.MINUTES));
        pipeline.addLast(new StringDecoder(),new StringEncoder());
        pipeline.addLast("clientChannelHandler",clientChannelHandler);
    }
}

import io.netty.channel.ChannelHandler;
import io.netty.channel.ChannelHandlerContext;
import io.netty.channel.SimpleChannelInboundHandler;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.stereotype.Component;

@Component
@ChannelHandler.Sharable
public class ClientChannelHandler extends SimpleChannelInboundHandler<Object> {
    private static final Logger LOGGER = LoggerFactory.getLogger(ClientChannelHandler.class);
    @Override
    protected void channelRead0(ChannelHandlerContext channelHandlerContext, Object msg) throws Exception {
        LOGGER.info("Netty tcp client receive msg : " + msg);
    }

}

启动类


import com.netty.client.NettyTcpClient;
import com.netty.server.NettyTcpServer;
import io.netty.channel.ChannelFuture;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.CommandLineRunner;
import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.SpringBootApplication;

@SpringBootApplication
public class StartApplication implements CommandLineRunner {
    public static void main(String[] args) throws Exception {
        SpringApplication.run(StartApplication.class, args);
    }

    @Autowired
    NettyTcpServer nettyTcpServer;

    @Autowired
    NettyTcpClient nettyTcpClient;

    
    @Override
    public void run(String... args) throws Exception {
        ChannelFuture start = nettyTcpServer.start();
        nettyTcpClient.connect();
        for (int i = 0; i < 10; i++) {
            nettyTcpClient.sendMessage("hello world "+i);
        }
        start.channel().closeFuture().syncUninterruptibly();
    }
}

使用循环让客户端向服务端发送10条数据

运行结果

在这里插入图片描述

"C:\Program Files\Java\jdk1.8.0_271\bin\java.exe" -XX:TieredStopAtLevel=1 -noverify -Dspring.output.ansi.enabled=always -Dcom.sun.management.jmxremote -Dspring.jmx.enabled=true -Dspring.liveBeansView.mbeanDomain -Dspring.application.admin.enabled=true "-javaagent:D:\IDEA\IntelliJ IDEA 2019.1.1\lib\idea_rt.jar=62789:D:\IDEA\IntelliJ IDEA 2019.1.1\bin" -Dfile.encoding=UTF-8 -classpath "C:\Program Files\Java\jdk1.8.0_271\jre\lib\charsets.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\deploy.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\ext\access-bridge-64.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\ext\cldrdata.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\ext\dnsns.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\ext\jaccess.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\ext\jfxrt.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\ext\localedata.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\ext\nashorn.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\ext\sqljdbc4-4.0.0.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\ext\sunec.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\ext\sunjce_provider.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\ext\sunmscapi.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\ext\sunpkcs11.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\ext\zipfs.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\javaws.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\jce.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\jfr.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\jfxswt.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\jsse.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\management-agent.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\plugin.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\resources.jar;C:\Program Files\Java\jdk1.8.0_271\jre\lib\rt.jar;D:\Java Code\testmaven15netty\target\classes;D:\Maven\myreprository\org\springframework\boot\spring-boot-starter\2.3.0.RELEASE\spring-boot-starter-2.3.0.RELEASE.jar;D:\Maven\myreprository\org\springframework\boot\spring-boot\2.3.0.RELEASE\spring-boot-2.3.0.RELEASE.jar;D:\Maven\myreprository\org\springframework\spring-context\5.2.6.RELEASE\spring-context-5.2.6.RELEASE.jar;D:\Maven\myreprository\org\springframework\spring-aop\5.2.6.RELEASE\spring-aop-5.2.6.RELEASE.jar;D:\Maven\myreprository\org\springframework\spring-beans\5.2.6.RELEASE\spring-beans-5.2.6.RELEASE.jar;D:\Maven\myreprository\org\springframework\spring-expression\5.2.6.RELEASE\spring-expression-5.2.6.RELEASE.jar;D:\Maven\myreprository\org\springframework\boot\spring-boot-autoconfigure\2.3.0.RELEASE\spring-boot-autoconfigure-2.3.0.RELEASE.jar;D:\Maven\myreprository\org\springframework\boot\spring-boot-starter-logging\2.3.0.RELEASE\spring-boot-starter-logging-2.3.0.RELEASE.jar;D:\Maven\myreprository\ch\qos\logback\logback-classic\1.2.3\logback-classic-1.2.3.jar;D:\Maven\myreprository\ch\qos\logback\logback-core\1.2.3\logback-core-1.2.3.jar;D:\Maven\myreprository\org\slf4j\slf4j-api\1.7.30\slf4j-api-1.7.30.jar;D:\Maven\myreprository\org\apache\logging\log4j\log4j-to-slf4j\2.13.2\log4j-to-slf4j-2.13.2.jar;D:\Maven\myreprository\org\apache\logging\log4j\log4j-api\2.13.2\log4j-api-2.13.2.jar;D:\Maven\myreprository\org\slf4j\jul-to-slf4j\1.7.30\jul-to-slf4j-1.7.30.jar;D:\Maven\myreprository\jakarta\annotation\jakarta.annotation-api\1.3.5\jakarta.annotation-api-1.3.5.jar;D:\Maven\myreprository\org\springframework\spring-core\5.2.6.RELEASE\spring-core-5.2.6.RELEASE.jar;D:\Maven\myreprository\org\springframework\spring-jcl\5.2.6.RELEASE\spring-jcl-5.2.6.RELEASE.jar;D:\Maven\myreprository\org\yaml\snakeyaml\1.26\snakeyaml-1.26.jar;D:\Maven\myreprository\io\netty\netty-all\4.1.31.Final\netty-all-4.1.31.Final.jar" com.netty.StartApplication

  .   ____          _            __ _ _
 /\\ / ___'_ __ _ _(_)_ __  __ _ \ \ \ \
( ( )\___ | '_ | '_| | '_ \/ _` | \ \ \ \
 \\/  ___)| |_)| | | | | || (_| |  ) ) ) )
  '  |____| .__|_| |_|_| |_\__, | / / / /
 =========|_|==============|___/=/_/_/_/
 :: Spring Boot ::        (v2.3.0.RELEASE)

2021-07-13 08:32:17.161  INFO 18068 --- [           main] com.netty.StartApplication               : Starting StartApplication on LAPTOP-H9JFQJGF with PID 18068 (D:\Java Code\testmaven15netty\target\classes started by huangzixiao in D:\Java Code\testmaven15netty)
2021-07-13 08:32:17.165  INFO 18068 --- [           main] com.netty.StartApplication               : No active profile set, falling back to default profiles: default
2021-07-13 08:32:18.371  INFO 18068 --- [           main] com.netty.StartApplication               : Started StartApplication in 1.706 seconds (JVM running for 2.672)
2021-07-13 08:32:18.931  INFO 18068 --- [           main] com.netty.server.NettyTcpServer          : Netty tcp server start success,port=7000
2021-07-13 08:32:19.016  INFO 18068 --- [           main] com.netty.client.NettyTcpClient          : connect tcp server host = 127.0.0.1,port = 7000 success
2021-07-13 08:32:19.078  INFO 18068 --- [ntLoopGroup-3-1] com.netty.server.ServerChannelHandler    : tcp client /127.0.0.1:52653 connect success
2021-07-13 08:32:19.100  INFO 18068 --- [ntLoopGroup-3-1] com.netty.server.ServerChannelHandler    : Netty tcp server receive message: hello world 0
2021-07-13 08:32:19.100  INFO 18068 --- [ntLoopGroup-3-1] com.netty.server.ServerChannelHandler    : Netty tcp server receive message: hello world 1
2021-07-13 08:32:19.100  INFO 18068 --- [ntLoopGroup-4-1] com.netty.client.ClientChannelHandler    : Netty tcp client receive msg :  response message hello world 0
2021-07-13 08:32:19.100  INFO 18068 --- [ntLoopGroup-3-1] com.netty.server.ServerChannelHandler    : Netty tcp server receive message: hello world 2
2021-07-13 08:32:19.100  INFO 18068 --- [ntLoopGroup-4-1] com.netty.client.ClientChannelHandler    : Netty tcp client receive msg :  response message hello world 1
2021-07-13 08:32:19.100  INFO 18068 --- [ntLoopGroup-3-1] com.netty.server.ServerChannelHandler    : Netty tcp server receive message: hello world 3
2021-07-13 08:32:19.100  INFO 18068 --- [ntLoopGroup-4-1] com.netty.client.ClientChannelHandler    : Netty tcp client receive msg :  response message hello world 2
2021-07-13 08:32:19.100  INFO 18068 --- [ntLoopGroup-3-1] com.netty.server.ServerChannelHandler    : Netty tcp server receive message: hello world 4
2021-07-13 08:32:19.100  INFO 18068 --- [ntLoopGroup-4-1] com.netty.client.ClientChannelHandler    : Netty tcp client receive msg :  response message hello world 3
2021-07-13 08:32:19.104  INFO 18068 --- [ntLoopGroup-3-1] com.netty.server.ServerChannelHandler    : Netty tcp server receive message: hello world 5
2021-07-13 08:32:19.104  INFO 18068 --- [ntLoopGroup-4-1] com.netty.client.ClientChannelHandler    : Netty tcp client receive msg :  response message hello world 4
2021-07-13 08:32:19.104  INFO 18068 --- [ntLoopGroup-3-1] com.netty.server.ServerChannelHandler    : Netty tcp server receive message: hello world 6
2021-07-13 08:32:19.104  INFO 18068 --- [ntLoopGroup-4-1] com.netty.client.ClientChannelHandler    : Netty tcp client receive msg :  response message hello world 5
2021-07-13 08:32:19.104  INFO 18068 --- [ntLoopGroup-3-1] com.netty.server.ServerChannelHandler    : Netty tcp server receive message: hello world 7
2021-07-13 08:32:19.104  INFO 18068 --- [ntLoopGroup-4-1] com.netty.client.ClientChannelHandler    : Netty tcp client receive msg :  response message hello world 6 response message hello world 7
2021-07-13 08:32:19.104  INFO 18068 --- [ntLoopGroup-3-1] com.netty.server.ServerChannelHandler    : Netty tcp server receive message: hello world 8
2021-07-13 08:32:19.104  INFO 18068 --- [ntLoopGroup-4-1] com.netty.client.ClientChannelHandler    : Netty tcp client receive msg :  response message hello world 8
2021-07-13 08:32:19.104  INFO 18068 --- [ntLoopGroup-3-1] com.netty.server.ServerChannelHandler    : Netty tcp server receive message: hello world 9
2021-07-13 08:32:19.104  INFO 18068 --- [ntLoopGroup-4-1] com.netty.client.ClientChannelHandler    : Netty tcp client receive msg :  response message hello world 9

到此这篇关于Netty框架实现TCP/IP通信的文章就介绍到这了,更多相关Netty框架实现TCP/IP通信内容请搜索编程网以前的文章或继续浏览下面的相关文章希望大家以后多多支持编程网!

阅读原文内容投诉

免责声明:

① 本站未注明“稿件来源”的信息均来自网络整理。其文字、图片和音视频稿件的所属权归原作者所有。本站收集整理出于非商业性的教育和科研之目的,并不意味着本站赞同其观点或证实其内容的真实性。仅作为临时的测试数据,供内部测试之用。本站并未授权任何人以任何方式主动获取本站任何信息。

② 本站未注明“稿件来源”的临时测试数据将在测试完成后最终做删除处理。有问题或投稿请发送至: 邮箱/279061341@qq.com QQ/279061341

软考中级精品资料免费领

  • 历年真题答案解析
  • 备考技巧名师总结
  • 高频考点精准押题
  • 2024年上半年信息系统项目管理师第二批次真题及答案解析(完整版)

    难度     807人已做
    查看
  • 【考后总结】2024年5月26日信息系统项目管理师第2批次考情分析

    难度     351人已做
    查看
  • 【考后总结】2024年5月25日信息系统项目管理师第1批次考情分析

    难度     314人已做
    查看
  • 2024年上半年软考高项第一、二批次真题考点汇总(完整版)

    难度     433人已做
    查看
  • 2024年上半年系统架构设计师考试综合知识真题

    难度     221人已做
    查看

相关文章

发现更多好内容

猜你喜欢

AI推送时光机
位置:首页-资讯-后端开发
咦!没有更多了?去看看其它编程学习网 内容吧
首页课程
资料下载
问答资讯