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  • 轻量级RPC设计与实现第一版

    什么是RPC

    RPC (Remote Procedure Call Protocol), 远程过程调用,通俗的解释就是:客户端在不知道调用细节的情况下,调用存在于远程计算机上的某个对象,就像调用本地应用程序中的对象一样,不需要了解底层网络技术的协议。

    简单的整体工作流程
    请求端发送一个调用的数据包,该包中包含有调用标识,参数等协议要求的参数。当响应端接收到这个数据包,对应的程序被调起,然后返回结果数据包,返回的数据包含了和请求的数据包中同样的请求标识,结果等。

    性能影响因素

    1. 利用的网络协议。可以使用应用层协议,例如HTTP或者HTTP/2协议;也可以利用传输层协议,例如TCP协议,但是主流的RPC还没有采用UDP传输协议。
    2. 消息封装格式。选择或设计一种协议来封装信息进行组装发送。比如,dubbo中消息体数据包含dubbo版本号、接口名称、接口版本、方法名称、参数类型列表、参数、附加信息等。
    3. 序列化。信息在网络传输中要以二进制格式进行传输。序列化和反序列化,是对象到而二进制数据的转换。常见的序列化方法有JSON、Hessian、Protostuff等。
    4. 网络IO模型。可以采用非阻塞式同步IO,也可以在服务器上实现对多路IO模型的支持。
    5. 线程管理方式。在高并发请求下,可以使用单个线程运行服务的具体实现,但是会出现请求阻塞等待现象。也可以为每一个RPC具体服务的实现开启一个独立的线程运行,最大线程数有限制,可以使用线程池来管理多个线程的分配和调度。

    第一版RPC

    第一个版本简单实现了RPC的最基本功能,即服务信息的发送与接收序列化方式动态代理等。
    项目利用Springboot来实现依赖注入与参数配置,使用netty实现NIO方式的数据传输,使用Hessian来实现对象序列化。
    动态代理
    这里要提到代理模式,它的特征是代理类与委托类有同样的接口,代理类主要负责为委托类预处理消息、过滤消息、把消息转发给委托类,以及事后处理消息等。代理类与委托类之间通常会存在关联关系。
    根据创建代理类的时间点,又可以分为静态代理和动态代理。
    在以往的静态代理中需要手动为每一个目标编写对应的代理类。如果系统已经有了成百上千个类,工作量太大了。
    静态代理由程序员创建或特定工具自动生成源代码,也就是在编译时就已经将接口与被代理类,代理类等确定下来。在程序运行之前,代理类的.class文件就已经生成。
    代理类在程序运行时创建的代理方式被称为代理模式。在静态代理中,代理类是自己定义好的,在运行之前就已经编译完成了。而在动态代理中,可以很方便地对代理类的函数进行统一的处理,而不用修改每个代理类中的方法。可以通过InvocationHandler接口来实现。

    客户端的动态代理

    public class ProxyFactory {
        public static <T> T create(Class<T> interfaceClass) throws Exception {
            return (T) Proxy.newProxyInstance(interfaceClass.getClassLoader(), new Class<?>[]{interfaceClass}, new LwRpcClientDynamicProxy<T>(interfaceClass));
        }
    }
    
    @Slf4j
    public class LwRpcClientDynamicProxy<T> implements InvocationHandler {
        private Class<T> clazz;
        public LwRpcClientDynamicProxy(Class<T> clazz) throws Exception {
            this.clazz = clazz;
        }
    
        @Override
        public Object invoke(Object proxy, Method method, Object[] args) throws Throwable {
            LwRequest lwRequest = new LwRequest();
            String requestId = UUID.randomUUID().toString();
            String className = method.getDeclaringClass().getName();
            String methodName = method.getName();
            Class<?>[] parameterTypes = method.getParameterTypes();
    
            lwRequest.setRequestId(requestId);
            lwRequest.setClassName(className);
            lwRequest.setMethodName(methodName);
            lwRequest.setParameterTypes(parameterTypes);
            lwRequest.setParameters(args);
            NettyClient nettyClient = new NettyClient("127.0.0.1", 8888);
            log.info("开始连接服务器端:{}", new Date());
            LwResponse send = nettyClient.send(lwRequest);
            log.info("请求后返回的结果:{}", send.getResult());
            return send.getResult();
        }
    }
    

    在服务端会利用在客户端获取到的类名。参数等信息利用反射机制进行调用。

    Class<?>[] parameterTypes = request.getParameterTypes();
            Object[] paramethers = request.getParameters();
            // 使用CGLIB 反射
            FastClass fastClass = FastClass.create(serviceClass);
            FastMethod fastMethod = fastClass.getMethod(methodName, parameterTypes);
            return fastMethod.invoke(serviceBean, paramethers);
    

    Netty客户端

    @Slf4j
    public class NettyClient  {
        private String host;
        private Integer port;
        private LwResponse response;
        private EventLoopGroup group;
        private ChannelFuture future = null;
        private Object obj = new Object();
        private NettyClientHandler nettyClientHandler;
        public NettyClient(String host, Integer port) {
            this.host = host;
            this.port = port;
        }
    
    
        public LwResponse send(LwRequest request) throws Exception{
            nettyClientHandler = new NettyClientHandler(request);
            group = new NioEventLoopGroup();
            Bootstrap bootstrap = new Bootstrap();
            bootstrap.group(group)
                    .channel(NioSocketChannel.class)
                    .option(ChannelOption.SO_KEEPALIVE, true)
                    .option(ChannelOption.TCP_NODELAY, true)
                    .option(ChannelOption.CONNECT_TIMEOUT_MILLIS, 5000)
                    .handler(new ChannelInitializer<SocketChannel>() {
                        @Override
                        protected void initChannel(SocketChannel socketChannel) throws Exception {
                            ChannelPipeline pipeline = socketChannel.pipeline();
                            pipeline.addLast(new LengthFieldBasedFrameDecoder(65535, 0, 4));
                            pipeline.addLast(new LwRpcEncoder(LwRequest.class, new HessianSerializer()));
                            pipeline.addLast(new LwRpcDecoder(LwResponse.class, new HessianSerializer()));
                            pipeline.addLast(nettyClientHandler);
                        }
                    });
            future = bootstrap.connect(host, port).sync();
            nettyClientHandler.getCountDownLatch().await();
            this.response = nettyClientHandler.getLwResponse();
            return this.response;
        }
    
        @PreDestroy
        public void close() {
            group.shutdownGracefully();
            future.channel().closeFuture().syncUninterruptibly();
        }
    
    }
    
    @Slf4j
    public class NettyClientHandler extends ChannelInboundHandlerAdapter {
        private final CountDownLatch countDownLatch = new CountDownLatch(1);
        private LwResponse response = null;
        private LwRequest request;
    
        public NettyClientHandler(LwRequest request) {
            this.request = request;
        }
    
    
        public CountDownLatch getCountDownLatch() {
            return countDownLatch;
        }
    
        public LwResponse getLwResponse() {
            return this.response;
        }
        @Override
        public void channelActive(ChannelHandlerContext ctx) {
            log.info("客户端向客户端发送消息");
            ctx.writeAndFlush(request);
            log.info("客户端请求成功");
        }
    
        @Override
        public void channelRead(ChannelHandlerContext ctx, Object msg)
                throws Exception {
            LwResponse lwResponse = (LwResponse) msg;
            log.info("收到服务端的信息:{}", lwResponse.getResult());
            this.response = lwResponse;
            this.countDownLatch.countDown();
        }
    
        @Override
        public void channelReadComplete(ChannelHandlerContext ctx) throws Exception {
            ctx.close();
        }
    
        @Override
        public void exceptionCaught(ChannelHandlerContext ctx,
                                    Throwable cause) {
            cause.printStackTrace();
            ctx.close();
        }
    
    }
    

    在客户端发送服务信息时,用LwQuest类进行封装,返回的结果用LwResponse进行封装,当客户端读取到服务器端返回的响应时,在NettyClientHandler中进行处理,并利用CountDownLatch进行线程的阻塞和运行。
    Netty服务端

    @Component
    @Slf4j
    public class NettyServer {
        private EventLoopGroup boss = null;
        private EventLoopGroup worker = null;
        @Autowired
        private ServerHandler serverHandler;
        @Value("${server.address}")
        private String address;
        public void start() throws Exception {
            log.info("成功");
            boss = new NioEventLoopGroup();
            worker = new NioEventLoopGroup();
            try {
                ServerBootstrap serverBootstrap = new ServerBootstrap();
                serverBootstrap.group(boss, worker)
                        .channel(NioServerSocketChannel.class)
                        .option(ChannelOption.SO_BACKLOG, 1024)
                        .childOption(ChannelOption.SO_KEEPALIVE, true)
                        .childHandler(new ChannelInitializer<SocketChannel>() {
                            @Override
                            protected void initChannel(SocketChannel socketChannel) throws Exception {
                                ChannelPipeline pipeline = socketChannel.pipeline();
                                pipeline.addLast(new LengthFieldBasedFrameDecoder(65535, 0, 4));
                                pipeline.addLast(new LwRpcEncoder(LwResponse.class, new HessianSerializer()));
                                pipeline.addLast(new LwRpcDecoder(LwRequest.class, new HessianSerializer()));
                                pipeline.addLast(serverHandler);
                            }
                        });
                String[] strs = address.split(":");
                String addr = strs[0];
                int port = Integer.valueOf(strs[1]);
                ChannelFuture future = serverBootstrap.bind(addr, port).sync();
                future.channel().closeFuture().sync();
            } finally {
                worker.shutdownGracefully();
                boss.shutdownGracefully();
            }
        }
    
        @PreDestroy
        public void destory() throws InterruptedException {
            boss.shutdownGracefully().sync();
            worker.shutdownGracefully().sync();
            log.info("关闭netty");
        }
    }
    
    
    @Component
    @Slf4j
    @ChannelHandler.Sharable
    public class ServerHandler extends SimpleChannelInboundHandler<LwRequest> implements ApplicationContextAware {
        private ApplicationContext applicationContext;
    
        @Override
        public void setApplicationContext(ApplicationContext applicationContext) {
            this.applicationContext = applicationContext;
        }
    
        @Override
        protected void channelRead0(ChannelHandlerContext channelHandlerContext, LwRequest msg) throws Exception {
            LwResponse lwResponse = new LwResponse();
            lwResponse.setRequestId(msg.getRequestId());
            log.info("从客户端接收到请求信息:{}", msg);
            try {
                Object result = handler(msg);
                lwResponse.setResult(result);
            } catch (Throwable throwable) {
                lwResponse.setCause(throwable);
                throwable.printStackTrace();
    
            }
            channelHandlerContext.writeAndFlush(lwResponse);
        }
    
        private Object handler(LwRequest request) throws ClassNotFoundException, InvocationTargetException {
    
            Class<?> clazz = Class.forName(request.getClassName());
            Object serviceBean = applicationContext.getBean(clazz);
            Class<?> serviceClass = serviceBean.getClass();
            String methodName = request.getMethodName();
            log.info("获取到的服务类:{}", serviceBean);
            Class<?>[] parameterTypes = request.getParameterTypes();
            Object[] paramethers = request.getParameters();
            // 使用CGLIB 反射
            FastClass fastClass = FastClass.create(serviceClass);
            FastMethod fastMethod = fastClass.getMethod(methodName, parameterTypes);
            return fastMethod.invoke(serviceBean, paramethers);
        }
    }
    

    在Netty服务端中,会利用``serverHandler`来处理从客户端中接收的信息,并利用反射的思想调用本地的方法,并将处理的结构封装在LwResponse中。

    LwRequestLwRespnse要想在网络中进行传输,需要转化为二进制转换。具体方法如下:

    public class HessianSerializer implements Serializer {
        @Override
        public byte[] serialize(Object object) throws IOException {
            ByteArrayOutputStream byteArrayOutputStream = new ByteArrayOutputStream();
            Hessian2Output output = new Hessian2Output(byteArrayOutputStream);
            output.writeObject(object);
            output.flush();
            return byteArrayOutputStream.toByteArray();
        }
    
        public <T> T deserialize(Class<T> clazz, byte[] bytes) throws IOException {
            Hessian2Input input = new Hessian2Input(new ByteArrayInputStream(bytes));
            return (T) input.readObject(clazz);
        }
    }
    
    
    public class LwRpcDecoder extends ByteToMessageDecoder {
    
        private Class<?> clazz;
        private Serializer serializer;
    
        public LwRpcDecoder(Class<?> clazz, Serializer serializer) {
            this.clazz = clazz;
            this.serializer = serializer;
        }
    
    
        @Override
        protected void decode(ChannelHandlerContext channelHandlerContext, ByteBuf byteBuf, List<Object> list) throws Exception {
            if (byteBuf.readableBytes() < 4)
                return;
            byteBuf.markReaderIndex();
            int dataLength = byteBuf.readInt();
            if (dataLength < 0) {
                channelHandlerContext.close();
            }
            if (byteBuf.readableBytes() < dataLength) {
                byteBuf.resetReaderIndex();
            }
            byte[] data = new byte[dataLength];
            byteBuf.readBytes(data);
    
            Object obj = serializer.deserialize(clazz, data);
            list.add(obj);
        }
    }
    
    
    public class LwRpcEncoder extends MessageToByteEncoder<Object> {
        private Class<?> clazz;
        private Serializer serializer;
    
        public LwRpcEncoder(Class<?> clazz, Serializer serializer) {
            this.clazz = clazz;
            this.serializer = serializer;
        }
    
        @Override
        protected void encode(ChannelHandlerContext ctx, Object in, ByteBuf out) throws Exception {
            if (clazz.isInstance(in)) {
                byte[] data = serializer.serialize(in);
                out.writeInt(data.length);
                out.writeBytes(data);
            }
    
        }
    
    }
    
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  • 原文地址:https://www.cnblogs.com/maratong/p/12333741.html
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