粘包/拆包及Netty预置解码器解决示例

本文通过示例详细解析了在Netty中遇到的粘包/拆包问题,并提供了三种解决方案:使用LineBasedFrameDecoder、DelimiterBasedFrameDecoder和FixedLengthFrameDecoder来正确处理网络数据的分隔。

发生粘包/拆包的示例

在客户端我们在发送的每一句话末尾加上了系统的换行符:System.getProperty(“line.separator”)。我们期望对方接收的时候,能一行一行地接收,接收100条消息。
服务端:

import io.netty.bootstrap.ServerBootstrap;
import io.netty.channel.ChannelFuture;
import io.netty.channel.ChannelInitializer;
import io.netty.channel.EventLoopGroup;
import io.netty.channel.nio.NioEventLoopGroup;
import io.netty.channel.socket.SocketChannel;
import io.netty.channel.socket.nio.NioServerSocketChannel;

import java.net.InetSocketAddress;

public class EchoServer  {

    private final int port;

    public EchoServer(int port) {
        this.port = port;
    }

    public static void main(String[] args) throws InterruptedException {
        EchoServer echoServer = new EchoServer(9999);
        System.out.println("服务器即将启动");
        echoServer.start();
        System.out.println("服务器关闭");
    }

    public void start() throws InterruptedException {
        final EchoServerHandler serverHandler = new EchoServerHandler();
        EventLoopGroup group = new NioEventLoopGroup();/*线程组*/
        try {
            ServerBootstrap b = new ServerBootstrap();/*服务端启动必须*/
            b.group(group)/*将线程组传入*/
                .channel(NioServerSocketChannel.class)/*指定使用NIO进行网络传输*/
                .localAddress(new InetSocketAddress(port))/*指定服务器监听端口*/
                /*服务端每接收到一个连接请求,就会新启一个socket通信,也就是channel,
                所以下面这段代码的作用就是为这个子channel增加handle*/
                .childHandler(new ChannelInitializer<SocketChannel>() {
                    protected void initChannel(SocketChannel ch) throws Exception {
                        ch.pipeline().addLast(serverHandler);/*添加到该子channel的pipeline的尾部*/
                    }
                });
            ChannelFuture f = b.bind().sync();/*异步绑定到服务器,sync()会阻塞直到完成*/
            System.out.println("服务器启动完成,等待客户端的连接和数据.....");
            f.channel().closeFuture().sync();/*阻塞直到服务器的channel关闭*/
        } finally {
            group.shutdownGracefully().sync();/*优雅关闭线程组*/
        }
    }
}

服务端自定义handler:

import io.netty.buffer.ByteBuf;
import io.netty.buffer.Unpooled;
import io.netty.channel.ChannelHandler;
import io.netty.channel.ChannelHandlerContext;
import io.netty.channel.ChannelInboundHandlerAdapter;
import io.netty.util.CharsetUtil;
import io.netty.util.ReferenceCountUtil;

import java.util.concurrent.atomic.AtomicInteger;

@ChannelHandler.Sharable
public class EchoServerHandler extends ChannelInboundHandlerAdapter {

    private AtomicInteger counter = new AtomicInteger(0);

    /*** 服务端读取到网络数据后的处理*/
    @Override
    public void channelRead(ChannelHandlerContext ctx, Object msg) throws Exception {
        ByteBuf in = (ByteBuf)msg;
        String request = in.toString(CharsetUtil.UTF_8);
        System.out.println("Server Accept["+request
                +"] and the counter is:"+counter.incrementAndGet());
        String resp = "Hello!This is EchoServer. Welcome to Netty World!"
                + System.getProperty("line.separator");
        ctx.writeAndFlush(Unpooled.copiedBuffer(resp.getBytes()));
		//释放资源
        //方法一:继承SimpleChannelInboundHandler,重写channelRead0
        //方法二:引用计数减1
        ReferenceCountUtil.release(msg);
        //方法三:往后传递。pipeline的两端其实有自己的handler,
        // 当入站请求传入最后的handler时,会自动释放。
        //ctx.fireChannelRead();
    }

//    /*** 服务端读取完成网络数据后的处理*/
//    @Override
//    public void channelReadComplete(ChannelHandlerContext ctx) throws Exception {
//        ctx.writeAndFlush(Unpooled.EMPTY_BUFFER).addListener(ChannelFutureListener.CLOSE);
//    }

    /*** 发生异常后的处理*/
    @Override
    public void exceptionCaught(ChannelHandlerContext ctx, Throwable cause) throws Exception {
        cause.printStackTrace();
        ctx.close();
    }
}

客户端:

import io.netty.bootstrap.Bootstrap;
import io.netty.channel.ChannelFuture;
import io.netty.channel.ChannelInitializer;
import io.netty.channel.EventLoopGroup;
import io.netty.channel.nio.NioEventLoopGroup;
import io.netty.channel.socket.SocketChannel;
import io.netty.channel.socket.nio.NioSocketChannel;

import java.net.InetSocketAddress;

public class EchoClient {

    private final int port;
    private final String host;

    public EchoClient(int port, String host) {
        this.port = port;
        this.host = host;
    }

    public void start() throws InterruptedException {
        EventLoopGroup group = new NioEventLoopGroup();/*线程组*/
        try {
            final Bootstrap b = new Bootstrap();;/*客户端启动必须*/
            b.group(group)/*将线程组传入*/
                    .channel(NioSocketChannel.class)/*指定使用NIO进行网络传输*/
                    .remoteAddress(new InetSocketAddress(host,port))/*配置要连接服务器的ip地址和端口*/
                    .handler(new ChannelInitializer<SocketChannel>() {
                        protected void initChannel(SocketChannel ch) throws Exception {
                            ch.pipeline().addLast(new EchoClientHandler());
                        }
                    });
            ChannelFuture f = b.connect().sync();
            f.channel().closeFuture().sync();
        } finally {
            group.shutdownGracefully().sync();
        }
    }

    public static void main(String[] args) throws InterruptedException {
        new EchoClient(9999,"127.0.0.1").start();
    }
}

客户端自定义handler:

package cn.enjoyedu.nettybasic.splicing.demo;

import io.netty.buffer.ByteBuf;
import io.netty.buffer.Unpooled;
import io.netty.channel.ChannelHandlerContext;
import io.netty.channel.SimpleChannelInboundHandler;
import io.netty.util.CharsetUtil;

import java.util.concurrent.atomic.AtomicInteger;

public class EchoClientHandler extends SimpleChannelInboundHandler<ByteBuf> {

    private AtomicInteger counter = new AtomicInteger(0);

    /*** 客户端读取到网络数据后的处理*/
    protected void channelRead0(ChannelHandlerContext ctx, ByteBuf msg) throws Exception {
        System.out.println("client Accept["+msg.toString(CharsetUtil.UTF_8)
                +"] and the counter is:"+counter.incrementAndGet());
    }

    /*** 客户端被通知channel活跃后,做事*/
    @Override
    public void channelActive(ChannelHandlerContext ctx) throws Exception {
        ByteBuf msg ;
        String request = "Hello,world.This is EchoClient."
                + System.getProperty("line.separator");
        for(int i=0;i<100;i++){
            msg = Unpooled.buffer(request.length());
            msg.writeBytes(request.getBytes());
            ctx.writeAndFlush(msg);
        }
    }

    /*** 发生异常后的处理*/
    @Override
    public void exceptionCaught(ChannelHandlerContext ctx, Throwable cause) throws Exception {
        cause.printStackTrace();
        ctx.close();
    }
}

运行结果:
客户端:
在这里插入图片描述
在这里插入图片描述
服务端:
在这里插入图片描述
从结果可以看出,服务端只接收到了2次消息并且第一次信息还不完整,这就是粘包/拆包现象。这是因为客户端在发送消息的时候,由于TCP协议的Nagle算法,将等待更多的数据一次性发送。客户端只收到了1次消息也是一样的道理。

解决方案一:利用 LineBasedFrameDecoder

服务端:

import io.netty.bootstrap.ServerBootstrap;
import io.netty.channel.Channel;
import io.netty.channel.ChannelFuture;
import io.netty.channel.ChannelInitializer;
import io.netty.channel.EventLoopGroup;
import io.netty.channel.nio.NioEventLoopGroup;
import io.netty.channel.socket.nio.NioServerSocketChannel;
import io.netty.handler.codec.LineBasedFrameDecoder;

import java.net.InetSocketAddress;

public class LineBaseEchoServer {

    public static final int PORT = 9998;

    public static void main(String[] args) throws InterruptedException {
        LineBaseEchoServer lineBaseEchoServer = new LineBaseEchoServer();
        System.out.println("服务器即将启动");
        lineBaseEchoServer.start();
    }

    public void start() throws InterruptedException {
        EventLoopGroup group = new NioEventLoopGroup();/*线程组*/
        try {
            ServerBootstrap b = new ServerBootstrap();/*服务端启动必须*/
            b.group(group)/*将线程组传入*/
                .channel(NioServerSocketChannel.class)/*指定使用NIO进行网络传输*/
                .localAddress(new InetSocketAddress(PORT))/*指定服务器监听端口*/
                /*服务端每接收到一个连接请求,就会新启一个socket通信,也就是channel,
                所以下面这段代码的作用就是为这个子channel增加handle*/
                .childHandler(new ChannelInitializerImp());
            ChannelFuture f = b.bind().sync();/*异步绑定到服务器,sync()会阻塞直到完成*/
            System.out.println("服务器启动完成,等待客户端的连接和数据.....");
            f.channel().closeFuture().sync();/*阻塞直到服务器的channel关闭*/
        } finally {
            group.shutdownGracefully().sync();/*优雅关闭线程组*/
        }
    }

    private static class ChannelInitializerImp extends ChannelInitializer<Channel> {

        @Override
        protected void initChannel(Channel ch) throws Exception {
        	//对客户端传来的带换行符的消息进行解码
            ch.pipeline().addLast(new LineBasedFrameDecoder(1024));
            ch.pipeline().addLast(new LineBaseServerHandler());
        }
    }
}

服务端自定义handler:

import io.netty.buffer.ByteBuf;
import io.netty.buffer.Unpooled;
import io.netty.channel.ChannelHandler;
import io.netty.channel.ChannelHandlerContext;
import io.netty.channel.ChannelInboundHandlerAdapter;
import io.netty.util.CharsetUtil;

import java.util.concurrent.atomic.AtomicInteger;

@ChannelHandler.Sharable
public class LineBaseServerHandler extends ChannelInboundHandlerAdapter {

    private AtomicInteger counter = new AtomicInteger(0);

    @Override
    public void channelActive(ChannelHandlerContext ctx) throws Exception {
        System.out.println("客户端:["+ctx.channel().remoteAddress()+"]已连接.........");
    }

    /*** 服务端读取到网络数据后的处理*/
    @Override
    public void channelRead(ChannelHandlerContext ctx, Object msg) throws Exception {
        ByteBuf in = (ByteBuf)msg;
        String request = in.toString(CharsetUtil.UTF_8);
        System.out.println("Server Accept["+request
                +"] and the counter is:"+counter.incrementAndGet());
        String resp = "Hello,"+request+". Welcome to Netty World!"
                + System.getProperty("line.separator");
        ctx.writeAndFlush(Unpooled.copiedBuffer(resp.getBytes()));
    }

    /*** 服务端读取完成网络数据后的处理*/
    @Override
    public void channelReadComplete(ChannelHandlerContext ctx) throws Exception {
//        ctx.writeAndFlush(Unpooled.EMPTY_BUFFER).addListener(ChannelFutureListener.CLOSE);
    }

    /*** 发生异常后的处理*/
    @Override
    public void exceptionCaught(ChannelHandlerContext ctx, Throwable cause) throws Exception {
        cause.printStackTrace();
        ctx.close();
    }

    @Override
    public void channelInactive(ChannelHandlerContext ctx) throws Exception {
        System.out.println(ctx.channel().remoteAddress()+"即将关闭...");
    }
}

客户端:

import io.netty.bootstrap.Bootstrap;
import io.netty.channel.Channel;
import io.netty.channel.ChannelFuture;
import io.netty.channel.ChannelInitializer;
import io.netty.channel.EventLoopGroup;
import io.netty.channel.nio.NioEventLoopGroup;
import io.netty.channel.socket.nio.NioSocketChannel;
import io.netty.handler.codec.LineBasedFrameDecoder;

import java.net.InetSocketAddress;

public class LineBaseEchoClient {

    private final String host;

    public LineBaseEchoClient(String host) {
        this.host = host;
    }

    public void start() throws InterruptedException {
        EventLoopGroup group = new NioEventLoopGroup();/*线程组*/
        try {
            final Bootstrap b = new Bootstrap();;/*客户端启动必须*/
            b.group(group)/*将线程组传入*/
                    .channel(NioSocketChannel.class)/*指定使用NIO进行网络传输*/
                    .remoteAddress(new InetSocketAddress(host,LineBaseEchoServer.PORT))/*配置要连接服务器的ip地址和端口*/
                    .handler(new ChannelInitializerImp());
            ChannelFuture f = b.connect().sync();
            System.out.println("已连接到服务器.....");
            f.channel().closeFuture().sync();
        } finally {
            group.shutdownGracefully().sync();
        }
    }

    private static class ChannelInitializerImp extends ChannelInitializer<Channel> {

        @Override
        protected void initChannel(Channel ch) throws Exception {
            //换行符做了分割,一行最大1024字节。
            ch.pipeline().addLast(new LineBasedFrameDecoder(1024));
            ch.pipeline().addLast(new LineBaseClientHandler());
        }
    }

    public static void main(String[] args) throws InterruptedException {
        new LineBaseEchoClient("127.0.0.1").start();
    }
}

客户端handler:

import io.netty.buffer.ByteBuf;
import io.netty.buffer.Unpooled;
import io.netty.channel.ChannelHandlerContext;
import io.netty.channel.SimpleChannelInboundHandler;
import io.netty.util.CharsetUtil;

import java.util.concurrent.atomic.AtomicInteger;

public class LineBaseClientHandler extends SimpleChannelInboundHandler<ByteBuf> {

    private AtomicInteger counter = new AtomicInteger(0);

    /*** 客户端读取到网络数据后的处理*/
    protected void channelRead0(ChannelHandlerContext ctx, ByteBuf msg) throws Exception {
        System.out.println("client Accept["+msg.toString(CharsetUtil.UTF_8)
                +"] and the counter is:"+counter.incrementAndGet());
    }

    /*** 客户端被通知channel活跃后,做事*/
    @Override
    public void channelActive(ChannelHandlerContext ctx) throws Exception {
        ByteBuf msg ;
        String request = "Hello,world.This is LineBaseClient."
            + System.getProperty("line.separator");
        for(int i=0;i<10;i++){
            System.out.println(System.currentTimeMillis()+":即将发送数据:"
                    +request);
            msg = Unpooled.buffer(request.length());
            msg.writeBytes(request.getBytes());
            ctx.writeAndFlush(msg);
        }
    }

    /*** 发生异常后的处理*/
    @Override
    public void exceptionCaught(ChannelHandlerContext ctx, Throwable cause) throws Exception {
        cause.printStackTrace();
        ctx.close();
    }
}

结果:
服务端:
在这里插入图片描述
客户端:
在这里插入图片描述

解决方案二:利用 DelimiterBasedFrameDecoder

服务端:

import io.netty.bootstrap.ServerBootstrap;
import io.netty.buffer.ByteBuf;
import io.netty.buffer.Unpooled;
import io.netty.channel.Channel;
import io.netty.channel.ChannelFuture;
import io.netty.channel.ChannelInitializer;
import io.netty.channel.EventLoopGroup;
import io.netty.channel.nio.NioEventLoopGroup;
import io.netty.channel.socket.nio.NioServerSocketChannel;
import io.netty.handler.codec.DelimiterBasedFrameDecoder;

import java.net.InetSocketAddress;

public class DelimiterEchoServer {

    public static final String DELIMITER_SYMBOL = "@~";
    public static final int PORT = 9997;

    public static void main(String[] args) throws InterruptedException {
        DelimiterEchoServer delimiterEchoServer = new DelimiterEchoServer();
        System.out.println("服务器即将启动");
        delimiterEchoServer.start();
    }

    public void start() throws InterruptedException {
        final DelimiterServerHandler serverHandler = new DelimiterServerHandler();
        EventLoopGroup group = new NioEventLoopGroup();/*线程组*/
        try {
            ServerBootstrap b = new ServerBootstrap();/*服务端启动必须*/
            b.group(group)/*将线程组传入*/
                .channel(NioServerSocketChannel.class)/*指定使用NIO进行网络传输*/
                .localAddress(new InetSocketAddress(PORT))/*指定服务器监听端口*/
                /*服务端每接收到一个连接请求,就会新启一个socket通信,也就是channel,
                所以下面这段代码的作用就是为这个子channel增加handle*/
                .childHandler(new ChannelInitializerImp());
            ChannelFuture f = b.bind().sync();/*异步绑定到服务器,sync()会阻塞直到完成*/
            System.out.println("服务器启动完成,等待客户端的连接和数据.....");
            f.channel().closeFuture().sync();/*阻塞直到服务器的channel关闭*/
        } finally {
            group.shutdownGracefully().sync();/*优雅关闭线程组*/
        }
    }

    private static class ChannelInitializerImp extends ChannelInitializer<Channel> {

        @Override
        protected void initChannel(Channel ch) throws Exception {
            ByteBuf delimiter = Unpooled.copiedBuffer(DELIMITER_SYMBOL
                    .getBytes());
            ch.pipeline().addLast( new DelimiterBasedFrameDecoder(1024,
                    delimiter));
            ch.pipeline().addLast(new DelimiterServerHandler());
        }
    }
}

服务端handler:

import io.netty.buffer.ByteBuf;
import io.netty.buffer.Unpooled;
import io.netty.channel.ChannelHandler;
import io.netty.channel.ChannelHandlerContext;
import io.netty.channel.ChannelInboundHandlerAdapter;
import io.netty.util.CharsetUtil;

import java.util.concurrent.atomic.AtomicInteger;

@ChannelHandler.Sharable
public class DelimiterServerHandler extends ChannelInboundHandlerAdapter {

    private AtomicInteger counter = new AtomicInteger(0);
    private AtomicInteger completeCounter = new AtomicInteger(0);

    /*** 服务端读取到网络数据后的处理*/
    @Override
    public void channelRead(ChannelHandlerContext ctx, Object msg) throws Exception {
        ByteBuf in = (ByteBuf)msg;
        String request = in.toString(CharsetUtil.UTF_8);
        System.out.println("Server Accept["+request
                +"] and the counter is:"+counter.incrementAndGet());
        String resp = "Hello,DelimiterClient. Welcome to Netty World!"
                + DelimiterEchoServer.DELIMITER_SYMBOL;
        ctx.writeAndFlush(Unpooled.copiedBuffer(resp.getBytes()));
    }

    /*** 服务端读取完成网络数据后的处理*/
    @Override
    public void channelReadComplete(ChannelHandlerContext ctx)
            throws Exception {
        ctx.fireChannelReadComplete();
        System.out.println("the ReadComplete count is "
                +completeCounter.incrementAndGet());
    }

    /*** 发生异常后的处理*/
    @Override
    public void exceptionCaught(ChannelHandlerContext ctx, Throwable cause) throws Exception {
        cause.printStackTrace();
        ctx.close();
    }
}

客户端:

import io.netty.bootstrap.Bootstrap;
import io.netty.buffer.ByteBuf;
import io.netty.buffer.Unpooled;
import io.netty.channel.Channel;
import io.netty.channel.ChannelFuture;
import io.netty.channel.ChannelInitializer;
import io.netty.channel.EventLoopGroup;
import io.netty.channel.nio.NioEventLoopGroup;
import io.netty.channel.socket.nio.NioSocketChannel;
import io.netty.handler.codec.DelimiterBasedFrameDecoder;

import java.net.InetSocketAddress;

public class DelimiterEchoClient {

    private final String host;

    public DelimiterEchoClient(String host) {
        this.host = host;
    }

    public void start() throws InterruptedException {
        EventLoopGroup group = new NioEventLoopGroup();/*线程组*/
        try {
            final Bootstrap b = new Bootstrap();;/*客户端启动必须*/
            b.group(group)/*将线程组传入*/
                    .channel(NioSocketChannel.class)/*指定使用NIO进行网络传输*/
                    .remoteAddress(new InetSocketAddress(host,DelimiterEchoServer.PORT))/*配置要连接服务器的ip地址和端口*/
                    .handler(new ChannelInitializerImp());
            ChannelFuture f = b.connect().sync();
            System.out.println("已连接到服务器.....");
            f.channel().closeFuture().sync();
        } finally {
            group.shutdownGracefully().sync();
        }
    }

    private static class ChannelInitializerImp extends ChannelInitializer<Channel> {

        @Override
        protected void initChannel(Channel ch) throws Exception {
            ByteBuf delimiter
                    = Unpooled.copiedBuffer(DelimiterEchoServer.DELIMITER_SYMBOL
                    .getBytes());
            ch.pipeline().addLast( new DelimiterBasedFrameDecoder(1024,
                    delimiter));
            ch.pipeline().addLast(new DelimiterClientHandler());
        }
    }

    public static void main(String[] args) throws InterruptedException {
        new DelimiterEchoClient("127.0.0.1").start();
    }
}

客户端handler:

import io.netty.buffer.ByteBuf;
import io.netty.buffer.Unpooled;
import io.netty.channel.ChannelHandlerContext;
import io.netty.channel.SimpleChannelInboundHandler;
import io.netty.util.CharsetUtil;

import java.util.concurrent.atomic.AtomicInteger;

public class DelimiterClientHandler extends SimpleChannelInboundHandler<ByteBuf> {

    private AtomicInteger counter = new AtomicInteger(0);

    /*** 客户端读取到网络数据后的处理*/
    protected void channelRead0(ChannelHandlerContext ctx, ByteBuf msg) throws Exception {
        System.out.println("client Accept["+msg.toString(CharsetUtil.UTF_8)
                +"] and the counter is:"+counter.incrementAndGet());
    }

    /*** 客户端被通知channel活跃后,做事*/
    @Override
    public void channelActive(ChannelHandlerContext ctx) throws Exception {
        ByteBuf msg ;
        String request = "Hello,this is DelimiterClient!"
                +  DelimiterEchoServer.DELIMITER_SYMBOL;
        for(int i=0;i<10;i++){
            msg = Unpooled.buffer(request.length());
            msg.writeBytes(request.getBytes());
            ctx.writeAndFlush(msg);
        }
    }

    /*** 发生异常后的处理*/
    @Override
    public void exceptionCaught(ChannelHandlerContext ctx, Throwable cause) throws Exception {
        cause.printStackTrace();
        ctx.close();
    }
}

结果:
服务端:
在这里插入图片描述
客户端:
在这里插入图片描述

解决方案三:利用 FixedLengthFrameDecoder

服务端:

import io.netty.bootstrap.ServerBootstrap;
import io.netty.channel.Channel;
import io.netty.channel.ChannelFuture;
import io.netty.channel.ChannelInitializer;
import io.netty.channel.EventLoopGroup;
import io.netty.channel.nio.NioEventLoopGroup;
import io.netty.channel.socket.nio.NioServerSocketChannel;
import io.netty.handler.codec.FixedLengthFrameDecoder;

import java.net.InetSocketAddress;

public class FixedLengthEchoServer {

    public static final String RESPONSE = "Welcome to Netty!";
    public static final int PORT = 9996;

    public static void main(String[] args) throws InterruptedException {
        FixedLengthEchoServer fixedLengthEchoServer = new FixedLengthEchoServer();
        System.out.println("服务器即将启动");
        fixedLengthEchoServer.start();
    }

    public void start() throws InterruptedException {
        final FixedLengthServerHandler serverHandler = new FixedLengthServerHandler();
        EventLoopGroup group = new NioEventLoopGroup();/*线程组*/
        try {
            ServerBootstrap b = new ServerBootstrap();/*服务端启动必须*/
            b.group(group)/*将线程组传入*/
                .channel(NioServerSocketChannel.class)/*指定使用NIO进行网络传输*/
                .localAddress(new InetSocketAddress(PORT))/*指定服务器监听端口*/
                /*服务端每接收到一个连接请求,就会新启一个socket通信,也就是channel,
                所以下面这段代码的作用就是为这个子channel增加handle*/
                .childHandler(new ChannelInitializerImp());
            ChannelFuture f = b.bind().sync();/*异步绑定到服务器,sync()会阻塞直到完成*/
            System.out.println("服务器启动完成,等待客户端的连接和数据.....");
            f.channel().closeFuture().sync();/*阻塞直到服务器的channel关闭*/
        } finally {
            group.shutdownGracefully().sync();/*优雅关闭线程组*/
        }
    }

    private static class ChannelInitializerImp extends ChannelInitializer<Channel> {

        @Override
        protected void initChannel(Channel ch) throws Exception {
            ch.pipeline().addLast(
                    new FixedLengthFrameDecoder(
                            FixedLengthEchoClient.REQUEST.length()));
            ch.pipeline().addLast(new FixedLengthServerHandler());
        }
    }
}

服务端handler:

import io.netty.buffer.ByteBuf;
import io.netty.buffer.Unpooled;
import io.netty.channel.ChannelHandler;
import io.netty.channel.ChannelHandlerContext;
import io.netty.channel.ChannelInboundHandlerAdapter;
import io.netty.util.CharsetUtil;

import java.util.concurrent.atomic.AtomicInteger;

@ChannelHandler.Sharable
public class FixedLengthServerHandler extends ChannelInboundHandlerAdapter {

    private AtomicInteger counter = new AtomicInteger(0);

    /*** 服务端读取到网络数据后的处理*/
    @Override
    public void channelRead(ChannelHandlerContext ctx, Object msg) throws Exception {
        ByteBuf in = (ByteBuf)msg;
        String request = in.toString(CharsetUtil.UTF_8);
        System.out.println("Server Accept["+request
                +"] and the counter is:"+counter.incrementAndGet());
        ctx.writeAndFlush(Unpooled.copiedBuffer(
                FixedLengthEchoServer.RESPONSE.getBytes()));
    }

    /*** 发生异常后的处理*/
    @Override
    public void exceptionCaught(ChannelHandlerContext ctx, Throwable cause) throws Exception {
        cause.printStackTrace();
        ctx.close();
    }
}

客户端:

import io.netty.bootstrap.Bootstrap;
import io.netty.channel.Channel;
import io.netty.channel.ChannelFuture;
import io.netty.channel.ChannelInitializer;
import io.netty.channel.EventLoopGroup;
import io.netty.channel.nio.NioEventLoopGroup;
import io.netty.channel.socket.nio.NioSocketChannel;
import io.netty.handler.codec.FixedLengthFrameDecoder;

import java.net.InetSocketAddress;

public class FixedLengthEchoClient {

    public final static String REQUEST = "Hello!This is FixedLengthClient.";

    private final String host;

    public FixedLengthEchoClient(String host) {
        this.host = host;
    }

    public void start() throws InterruptedException {
        EventLoopGroup group = new NioEventLoopGroup();/*线程组*/
        try {
            final Bootstrap b = new Bootstrap();/*客户端启动必须*/
            b.group(group)/*将线程组传入*/
                    .channel(NioSocketChannel.class)/*指定使用NIO进行网络传输*/
                    .remoteAddress(new InetSocketAddress(host,FixedLengthEchoServer.PORT))/*配置要连接服务器的ip地址和端口*/
                    .handler(new ChannelInitializerImp());
            ChannelFuture f = b.connect().sync();
            System.out.println("已连接到服务器.....");
            f.channel().closeFuture().sync();
        } finally {
            group.shutdownGracefully().sync();
        }
    }

    private static class ChannelInitializerImp extends ChannelInitializer<Channel> {

        @Override
        protected void initChannel(Channel ch) throws Exception {
            ch.pipeline().addLast(
                    new FixedLengthFrameDecoder(
                            FixedLengthEchoServer.RESPONSE.length()));
            ch.pipeline().addLast(new FixedLengthClientHandler());
        }
    }

    public static void main(String[] args) throws InterruptedException {
        new FixedLengthEchoClient("127.0.0.1").start();
    }
}

客户端handler:

import io.netty.buffer.ByteBuf;
import io.netty.buffer.Unpooled;
import io.netty.channel.ChannelHandlerContext;
import io.netty.channel.SimpleChannelInboundHandler;
import io.netty.util.CharsetUtil;

import java.util.concurrent.atomic.AtomicInteger;

public class FixedLengthClientHandler extends SimpleChannelInboundHandler<ByteBuf> {

    private AtomicInteger counter = new AtomicInteger(0);

    /*** 客户端读取到网络数据后的处理*/
    protected void channelRead0(ChannelHandlerContext ctx, ByteBuf msg) throws Exception {
        System.out.println("client Accept["+msg.toString(CharsetUtil.UTF_8)
                +"] and the counter is:"+counter.incrementAndGet());
    }

    /*** 客户端被通知channel活跃后,做事*/
    @Override
    public void channelActive(ChannelHandlerContext ctx) throws Exception {
        ByteBuf msg = null;
        for(int i=0;i<10;i++){
            msg = Unpooled.buffer(FixedLengthEchoClient.REQUEST.length());
            msg.writeBytes(FixedLengthEchoClient.REQUEST.getBytes());
            ctx.writeAndFlush(msg);
        }
    }

    /*** 发生异常后的处理*/
    @Override
    public void exceptionCaught(ChannelHandlerContext ctx, Throwable cause) throws Exception {
        cause.printStackTrace();
        ctx.close();
    }
}

结果:
服务端:
在这里插入图片描述
客户端:
在这里插入图片描述

【电动汽车充电站有序充电调度的分散式优化】基于蒙特卡诺和拉格朗日的电动汽车优化调度(分时电价调度)(Matlab代码实现)内容概要:本文介绍了基于蒙特卡洛和拉格朗日方法的电动汽车充电站有序充电调度优化方案,重点在于采用分散式优化策略应对分时电价机制下的充电需求管理。通过构建数学模型,结合不确定性因素如用户充电行为和电网负荷波动,利用蒙特卡洛模拟生成大量场景,并运用拉格朗日松弛法对复杂问题进行分解求解,从而实现全局最优或近似最优的充电调度计划。该方法有效降低了电网峰值负荷压力,提升了充电站运营效率与经济效益,同时兼顾用户充电便利性。 适合人群:具备一定电力系统、优化算法和Matlab编程基础的高校研究生、科研人员及从事智能电网、电动汽车相关领域的工程技术人员。 使用场景及目标:①应用于电动汽车充电站的日常运营管理,优化充电负荷分布;②服务于城市智能交通系统规划,提升电网与交通系统的协同水平;③作为学术研究案例,用于验证分散式优化算法在复杂能源系统中的有效性。 阅读建议:建议读者结合Matlab代码实现部分,深入理解蒙特卡洛模拟与拉格朗日松弛法的具体实施步骤,重点关注场景生成、约束处理与迭代收敛过程,以便在实际项目中灵活应用与改进。
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