12.25 Redis客户端Lettuce源码「二」Lettuce是如何基于Netty建立连接的

lettuce-core版本: 5.1.7.RELEASE

先看一下Lettuce的基本使用方法，使用Lettuce大概分为如下几步：

1. 基于Redis连接信息创建RedisClient
2. 基于RedisClient创建StatefulRedisConnection
3. 从Connection中获取Command，基于Command执行Redis命令操作。

<code>/**
 * @author xiaobing
 * @date 2019/12/20
 */
public class LettuceSimpleUse {
    private void testLettuce() throws ExecutionException, InterruptedException {
        //构建RedisClient对象，RedisClient包含了Redis的基本配置信息，可以基于RedisClient创建RedisConnection
        RedisClient client = RedisClient.create("redis://localhost");

        //创建一个线程安全的StatefulRedisConnection，可以多线程并发对该connection操作,底层只有一个物理连接.
        StatefulRedisConnection<string> connection = client.connect();

        //获取SyncCommand。Lettuce支持SyncCommand、AsyncCommands、ActiveCommand三种command
        RedisStringCommands<string> sync = connection.sync();
        String value = sync.get("key");
        System.out.println("get redis value with lettuce sync command, value is :" + value);

        //获取SyncCommand。Lettuce支持SyncCommand、AsyncCommands、ActiveCommand三种command
        RedisAsyncCommands<string> async = connection.async();
        RedisFuture<string> getFuture = async.get("key");
        value = getFuture.get();
        System.out.println("get redis value with lettuce async command, value is :" + value);
    }

    public static void main(String[] args) throws ExecutionException, InterruptedException {
        new LettuceSimpleUse().testLettuce();
    }
}/<string>/<string>/<string>/<string>/<code> 

先看一张建立连接的时序图，有一个直观的印象。

lettuce源码--建立redis连接

RedisClient

一个可扩展、线程安全的RedisClient，支持sync、async、reactor执行模式。
RedisClient.create只是传入了一些配置信息，此时并没有创建连接。

<code>// 使用默认的ClientResource
public static RedisClient create(String uri) {
    LettuceAssert.notEmpty(uri, "URI must not be empty");
    return new RedisClient(null, RedisURI.create(uri));
}
// ClientResources中包含了一些配置和线程池信息，是一个比较重的资源，多个RedisClient可以共享同一个ClientResource
protected RedisClient(ClientResources clientResources, RedisURI redisURI) {
    super(clientResources);
    assertNotNull(redisURI);
    this.redisURI = redisURI;
    setDefaultTimeout(redisURI.getTimeout());
 }/<code>

RedisClient.connnect

可以看到connect方法有一些重载方法，默认的是用UTF8 String对key和value序列化，通过传入RedisCodec支持自定义的对Key和Value的序列化方式。

<code>    public StatefulRedisConnection<string> connect() {
        return connect(newStringStringCodec());
    }

    public  StatefulRedisConnection connect(RedisCodec codec) { 


        checkForRedisURI();
        //connectStandaloneAsync是异步创建connection，返回的是Future对象，通过getConnection转为同步操作
        return getConnection(connectStandaloneAsync(codec, this.redisURI, timeout));
    }
    //异步转同步操作
    protected  T getConnection(ConnectionFuture connectionFuture) {
        try {
            return connectionFuture.get();
        } catch (InterruptedException e) {
            Thread.currentThread().interrupt();
            throw RedisConnectionException.create(connectionFuture.getRemoteAddress(), e);
        } catch (Exception e) {

            if (e instanceof ExecutionException) {
                throw RedisConnectionException.create(connectionFuture.getRemoteAddress(), e.getCause());
            }
            throw RedisConnectionException.create(connectionFuture.getRemoteAddress(), e);
        }
    }/<string>/<code>

RedisClient.connectStandaloneAsync

<code>    private  ConnectionFuture<statefulredisconnection>> connectStandaloneAsync(RedisCodec codec,
            RedisURI redisURI, Duration timeout) {

        assertNotNull(codec);
        checkValidRedisURI(redisURI);

        logger.debug("Trying to get a Redis connection for: " + redisURI);
        //创建一个有状态的EndPoint用于抽象底层channel的实现，DefaultEndpoint内部封装断线重连、重连后成功后回放连接失败期间的command。同时封装了AT_MOST_ONCE、AT_LEAST_ONCE的可靠性实现（该逻辑是基于内存的，所以并不可靠）。 

        DefaultEndpoint endpoint = new DefaultEndpoint(clientOptions, clientResources);
        RedisChannelWriter writer = endpoint;

        //进一步封装，添加支持过期时间的执行命令
        if (CommandExpiryWriter.isSupported(clientOptions)) {
            writer = new CommandExpiryWriter(writer, clientOptions, clientResources);
        }
        //创建StatefulRedisConnectionImpl对象，StatefulRedisConnectionImpl对外提供RedisCommand对象，内部基于writer发送命令。此时并没有真正的创建物理连接，该类本身是无状态、线程安全的。
        StatefulRedisConnectionImpl connection = newStatefulRedisConnection(writer, codec, timeout);
        //异步创建Redis物理连接，返回future对象。后面可以看到future中返回的对象其实还是上面的connection
        ConnectionFuture<statefulredisconnection>> future = connectStatefulAsync(connection, codec, endpoint, redisURI,
                () -> new CommandHandler(clientOptions, clientResources, endpoint));

        future.whenComplete((channelHandler, throwable) -> {

            if (throwable != null) {
                connection.close();
            }
        });

        return future;
    }
    //StatefulRedisConnectionImpl的构造函数，此时已经创建了sync、async、reactive三种类型的RedisCommand。基于RedisCodec对key和value序列化，通过write把命令真正的发出去。
    public StatefulRedisConnectionImpl(RedisChannelWriter writer, RedisCodec     codec, Duration timeout) {

        super(writer, timeout);

        this.codec = codec;
        this.async = newRedisAsyncCommandsImpl();
        this.sync = newRedisSyncCommandsImpl();
        this.reactive = newRedisReactiveCommandsImpl();
    }/<statefulredisconnection> 
/<statefulredisconnection>/<code>

RedisClient.connectStatefulAsync

<code>    private  ConnectionFuture connectStatefulAsync(StatefulRedisConnectionImpl connection,
            RedisCodec codec, Endpoint endpoint,
            RedisURI redisURI, Supplier<commandhandler> commandHandlerSupplier) {
        //构建ConnectionBuidler，通过ConnectionBuilder来创建connection
        ConnectionBuilder connectionBuilder;
        if (redisURI.isSsl()) {
            SslConnectionBuilder sslConnectionBuilder = SslConnectionBuilder.sslConnectionBuilder();
            sslConnectionBuilder.ssl(redisURI);
            connectionBuilder = sslConnectionBuilder;
        } else {
            connectionBuilder = ConnectionBuilder.connectionBuilder();
        }
        //填充StatefulRedisConnectionImpl
        connectionBuilder.connection(connection);
        //控制RedisClient行为的一些配置参数
        connectionBuilder.clientOptions(clientOptions);
        //ClientResource包含了一些EventLoopGroup信息
        connectionBuilder.clientResources(clientResources);
        //配置commandHandlerSupplier，这个commandHandler很重要，是实现StatefulRedisConnectionImpl线程安全的关键，后面会详细讲。
        connectionBuilder.commandHandler(commandHandlerSupplier).endpoint(endpoint);
        //connectionBuilder填充Bootstrap等更多的信息
        //getSocketAddressSupplier是根据redisURI获取真正的Redis连接信息，如：sentinel模式下，需要从sentinel获取到真实的redis连接地址
        connectionBuilder(getSocketAddressSupplier(redisURI), connectionBuilder, redisURI);
        //配置netty的channeltype
        channelType(connectionBuilder, redisURI);

        if (clientOptions.isPingBeforeActivateConnection()) {
            if (hasPassword(redisURI)) {
                connectionBuilder.enableAuthPingBeforeConnect();
            } else {
                connectionBuilder.enablePingBeforeConnect();
            } 

        }
        //初始化channel，在这一步才真正的异步的去创建物理连接
        ConnectionFuture<redischannelhandler>> future = initializeChannelAsync(connectionBuilder);
        ConnectionFuture> sync = future;

        if (!clientOptions.isPingBeforeActivateConnection() && hasPassword(redisURI)) {
            //连接成功之后发送auth命令，做密码的验证
            sync = sync.thenCompose(channelHandler -> {

                CommandArgs args = new CommandArgs<>(codec).add(redisURI.getPassword());
                return connection.async().dispatch(CommandType.AUTH, new StatusOutput<>(codec), args);
            });
        }
        //设置clientName，从Redis服务端执行client list可以看到clientname
        if (LettuceStrings.isNotEmpty(redisURI.getClientName())) {
            sync = sync.thenApply(channelHandler -> {
                connection.setClientName(redisURI.getClientName());
                return channelHandler;
            });
        }
        //选择db
        if (redisURI.getDatabase() != 0) {

            sync = sync.thenCompose(channelHandler -> {

                CommandArgs args = new CommandArgs<>(codec).add(redisURI.getDatabase());
                return connection.async().dispatch(CommandType.SELECT, new StatusOutput<>(codec), args);
            });
        }
        //返回connection对象
        return sync.thenApply(channelHandler -> (S) connection);
    }/<redischannelhandler>/<commandhandler>/<code>

RedisClient.connectionBuilder

<code>//为ConnectionBuidler填充更多的信息，如Bootstrap、channelGroup 

protected void connectionBuilder(Mono<socketaddress> socketAddressSupplier, ConnectionBuilder connectionBuilder,
            RedisURI redisURI) {
        //创建Netty客户端的Bootstrap对象
        Bootstrap redisBootstrap = new Bootstrap();
        //Bootstrap的一些配置参数，具体可以参考Netty的相关书籍（Netty权威指南）
        redisBootstrap.option(ChannelOption.WRITE_BUFFER_HIGH_WATER_MARK, 32 * 1024);
        redisBootstrap.option(ChannelOption.WRITE_BUFFER_LOW_WATER_MARK, 8 * 1024);
        redisBootstrap.option(ChannelOption.ALLOCATOR, BUF_ALLOCATOR);

        SocketOptions socketOptions = getOptions().getSocketOptions();

        redisBootstrap.option(ChannelOption.CONNECT_TIMEOUT_MILLIS,
                Math.toIntExact(socketOptions.getConnectTimeout().toMillis()));

        if (LettuceStrings.isEmpty(redisURI.getSocket())) {
            //keepAlive参数，默认为true
            redisBootstrap.option(ChannelOption.SO_KEEPALIVE, socketOptions.isKeepAlive());
            //tcp_nodelay参数，默认为true
            redisBootstrap.option(ChannelOption.TCP_NODELAY, socketOptions.isTcpNoDelay());
        }

        connectionBuilder.timeout(redisURI.getTimeout());
        connectionBuilder.password(redisURI.getPassword());
        //把构建出来的bootStrap对象赋值给connectionBuidler，由connectionBuilder创建连接
        connectionBuilder.bootstrap(redisBootstrap);

        //Netty的相关参数配置，待研究        
        connectionBuilder.channelGroup(channels).connectionEvents(connectionEvents).timer(timer);
        //配置socket地址提供者
        connectionBuilder.socketAddressSupplier(socketAddressSupplier);
    }/<socketaddress>/<code>

RedisClient.initializeChannelAsync

<code>//初始化redis连接，返回ChannelFuture对象
protected > ConnectionFuture initializeChannelAsync(
            ConnectionBuilder connectionBuilder) {

        Mono<socketaddress> socketAddressSupplier = connectionBuilder.socketAddress(); 


        if (clientResources.eventExecutorGroup().isShuttingDown()) {
            throw new IllegalStateException("Cannot connect, Event executor group is terminated.");
        }
        //创建socketAddressFuture 对象，当socketAddressSupplier异步获取SocketAddress成功之后会把SocketAddress数据放入该对象中
        CompletableFuture<socketaddress> socketAddressFuture = new CompletableFuture<>();
        //创建channelReadyFuture，当连接建立成功之后会把Channel对象放入该对象中
        CompletableFuture<channel> channelReadyFuture = new CompletableFuture<>();

        //配置获取SocketAddress异步操作之后的操作：
        //1. 把SocketAddress对象放入socketAddressFuture中
        //2. 基于SocketAddress调用initializeChannelAsync0方法真正去建立连接
        socketAddressSupplier.doOnError(socketAddressFuture::completeExceptionally).doOnNext(socketAddressFuture::complete)
                .subscribe(redisAddress -> {

                    if (channelReadyFuture.isCancelled()) {
                        return;
                    }
                    //异步建立真正的连接，如果建立成功会把生产的Channel对象放入channelReadyFuture中
                    initializeChannelAsync0(connectionBuilder, channelReadyFuture, redisAddress);
                }, channelReadyFuture::completeExceptionally);
        //建立连接成功之后返回的还是connectionBuilder的connection对象，即StatefulRedisConnectionImpl
        return new DefaultConnectionFuture<>(socketAddressFuture, channelReadyFuture.thenApply(channel -> (T) connectionBuilder
                .connection()));
    }/<channel>/<socketaddress>/<socketaddress>/<code>

RedisClient.initializeChannelAsync0

<code>//真正的去建立Redis物理连接，这里面有很多基于Future的异步操作，如果看不太懂，建议先看看Future的相关知识，多看几遍。
private void initializeChannelAsync0(ConnectionBuilder connectionBuilder, CompletableFuture<channel> channelReadyFuture,
            SocketAddress redisAddress) { 


        logger.debug("Connecting to Redis at {}", redisAddress);

        Bootstrap redisBootstrap = connectionBuilder.bootstrap();
        //创建PlainChannelInitializer对象，PlainChannelIntializer对象会在Channel初始化的时候添加很多Handlers（Netty的Handler概念可以参考Netty权威指南），如：CommandEncoder、CommandHandler（非常重要的Handler）、ConnectionWatchdog（实现断线重连）
        RedisChannelInitializer initializer = connectionBuilder.build();
        //RedisChannelInitializer配置到Bootstrap中
        redisBootstrap.handler(initializer);

        //调用一些通过ClientResources自定义的回调函数
        clientResources.nettyCustomizer().afterBootstrapInitialized(redisBootstrap);
        //获取initFuture 对象，如果Channel初始化完成，可以通过该对象获取到初始化的结果
        CompletableFuture<boolean> initFuture = initializer.channelInitialized();
        //真正的通过Netty异步的方式去建立物理连接，返回ChannelFuture对象
        ChannelFuture connectFuture = redisBootstrap.connect(redisAddress);
        //配置异常处理
        channelReadyFuture.whenComplete((c, t) -> {

            if (t instanceof CancellationException) {
                connectFuture.cancel(true);
                initFuture.cancel(true);
            }
        });

        connectFuture.addListener(future -> {
            //异常处理
            if (!future.isSuccess()) {

                logger.debug("Connecting to Redis at {}: {}", redisAddress, future.cause());
                connectionBuilder.endpoint().initialState();
                //赋值channelReadyFuture告知出现异常了
                channelReadyFuture.completeExceptionally(future.cause());
                return;
            }
            //当Channel初始化完成之后，根据初始化的结果做判断 

            initFuture.whenComplete((success, throwable) -> {
                //如果异常为空，则初始化成功。
                if (throwable == null) {

                    logger.debug("Connecting to Redis at {}: Success", redisAddress);
                    RedisChannelHandler, ?> connection = connectionBuilder.connection();
                    connection.registerCloseables(closeableResources, connection);
                    //把成功之后的结果赋值给channelReadyFuture对象
                    channelReadyFuture.complete(connectFuture.channel());
                    return;
                }

                //如果初始化Channel的过程中出现异常的处理逻辑
                logger.debug("Connecting to Redis at {}, initialization: {}", redisAddress, throwable);
                connectionBuilder.endpoint().initialState();
                Throwable failure;

                if (throwable instanceof RedisConnectionException) {
                    failure = throwable;
                } else if (throwable instanceof TimeoutException) {
                    failure = new RedisConnectionException("Could not initialize channel within "
                            + connectionBuilder.getTimeout(), throwable);
                } else {
                    failure = throwable;
                }
                //赋值channelReadyFuture告知出现异常了
                channelReadyFuture.completeExceptionally(failure);
            });
        });
    }/<boolean>/<channel>/<code>

至此，Redis的Connection的建立连接的主流程就结束了，具体的一些逻辑如：断线重连是如何实现的，Redis模式下是怎么基于Sentinel获取Redis实际连接的等等会在后续的文章中介绍。

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