聊聊flink的ConnectionManager

序

本文主要研究一下flink的ConnectionManager

ConnectionManager

flink-release-1.7.2/flink-runtime/src/main/java/org/apache/flink/runtime/io/network/ConnectionManager.java

public interface ConnectionManager {

    void start(ResultPartitionProvider partitionProvider,
                TaskEventDispatcher taskEventDispatcher) throws IOException;

    /**
     * Creates a {@link PartitionRequestClient} instance for the given {@link ConnectionID}.
     */
    PartitionRequestClient createPartitionRequestClient(ConnectionID connectionId) throws IOException, InterruptedException;

    /**
     * Closes opened ChannelConnections in case of a resource release.
     */
    void closeOpenChannelConnections(ConnectionID connectionId);

    int getNumberOfActiveConnections();

    int getDataPort();

    void shutdown() throws IOException;

}

• ConnectionManager定义了start、shutdown、closeOpenChannelConnections等方法用于管理physical connections；它有两个子类，一个是LocalConnectionManager，一个是NettyConnectionManager

LocalConnectionManager

flink-release-1.7.2/flink-runtime/src/main/java/org/apache/flink/runtime/io/network/LocalConnectionManager.java

public class LocalConnectionManager implements ConnectionManager {

    @Override
    public void start(ResultPartitionProvider partitionProvider, TaskEventDispatcher taskEventDispatcher) {
    }

    @Override
    public PartitionRequestClient createPartitionRequestClient(ConnectionID connectionId) {
        return null;
    }

    @Override
    public void closeOpenChannelConnections(ConnectionID connectionId) {}

    @Override
    public int getNumberOfActiveConnections() {
        return 0;
    }

    @Override
    public int getDataPort() {
        return -1;
    }

    @Override
    public void shutdown() {}
}

• LocalConnectionManager实现了ConnectionManager接口，不过它的实现基本是空操作

NettyConnectionManager

flink-release-1.7.2/flink-runtime/src/main/java/org/apache/flink/runtime/io/network/netty/NettyConnectionManager.java

public class NettyConnectionManager implements ConnectionManager {

    private final NettyServer server;

    private final NettyClient client;

    private final NettyBufferPool bufferPool;

    private final PartitionRequestClientFactory partitionRequestClientFactory;

    public NettyConnectionManager(NettyConfig nettyConfig) {
        this.server = new NettyServer(nettyConfig);
        this.client = new NettyClient(nettyConfig);
        this.bufferPool = new NettyBufferPool(nettyConfig.getNumberOfArenas());

        this.partitionRequestClientFactory = new PartitionRequestClientFactory(client);
    }

    @Override
    public void start(ResultPartitionProvider partitionProvider, TaskEventDispatcher taskEventDispatcher) throws IOException {
        NettyProtocol partitionRequestProtocol = new NettyProtocol(
            partitionProvider,
            taskEventDispatcher,
            client.getConfig().isCreditBasedEnabled());

        client.init(partitionRequestProtocol, bufferPool);
        server.init(partitionRequestProtocol, bufferPool);
    }

    @Override
    public PartitionRequestClient createPartitionRequestClient(ConnectionID connectionId)
            throws IOException, InterruptedException {
        return partitionRequestClientFactory.createPartitionRequestClient(connectionId);
    }

    @Override
    public void closeOpenChannelConnections(ConnectionID connectionId) {
        partitionRequestClientFactory.closeOpenChannelConnections(connectionId);
    }

    @Override
    public int getNumberOfActiveConnections() {
        return partitionRequestClientFactory.getNumberOfActiveClients();
    }

    @Override
    public int getDataPort() {
        if (server != null && server.getLocalAddress() != null) {
            return server.getLocalAddress().getPort();
        } else {
            return -1;
        }
    }

    @Override
    public void shutdown() {
        client.shutdown();
        server.shutdown();
    }

    NettyClient getClient() {
        return client;
    }

    NettyServer getServer() {
        return server;
    }

    NettyBufferPool getBufferPool() {
        return bufferPool;
    }
}

• NettyConnectionManager实现了ConnectionManager接口；它的构造器使用NettyConfig创建了NettyServer、NettyClient、NettyBufferPool，同时使用NettyClient创建了PartitionRequestClientFactory
• start方法创建了NettyProtocol，同时初始化NettyClient、NettyServer；shutdown方法则关闭NettyClient、NettyServer；closeOpenChannelConnections则是使用partitionRequestClientFactory.closeOpenChannelConnections来关闭指定的connectionId
• createPartitionRequestClient方法通过partitionRequestClientFactory.createPartitionRequestClient来创建PartitionRequestClient

PartitionRequestClientFactory

flink-release-1.7.2/flink-runtime/src/main/java/org/apache/flink/runtime/io/network/netty/PartitionRequestClientFactory.java

class PartitionRequestClientFactory {

    private final NettyClient nettyClient;

    private final ConcurrentMap<ConnectionID, Object> clients = new ConcurrentHashMap<ConnectionID, Object>();

    PartitionRequestClientFactory(NettyClient nettyClient) {
        this.nettyClient = nettyClient;
    }

    /**
     * Atomically establishes a TCP connection to the given remote address and
     * creates a {@link PartitionRequestClient} instance for this connection.
     */
    PartitionRequestClient createPartitionRequestClient(ConnectionID connectionId) throws IOException, InterruptedException {
        Object entry;
        PartitionRequestClient client = null;

        while (client == null) {
            entry = clients.get(connectionId);

            if (entry != null) {
                // Existing channel or connecting channel
                if (entry instanceof PartitionRequestClient) {
                    client = (PartitionRequestClient) entry;
                }
                else {
                    ConnectingChannel future = (ConnectingChannel) entry;
                    client = future.waitForChannel();

                    clients.replace(connectionId, future, client);
                }
            }
            else {
                // No channel yet. Create one, but watch out for a race.
                // We create a "connecting future" and atomically add it to the map.
                // Only the thread that really added it establishes the channel.
                // The others need to wait on that original establisher's future.
                ConnectingChannel connectingChannel = new ConnectingChannel(connectionId, this);
                Object old = clients.putIfAbsent(connectionId, connectingChannel);

                if (old == null) {
                    nettyClient.connect(connectionId.getAddress()).addListener(connectingChannel);

                    client = connectingChannel.waitForChannel();

                    clients.replace(connectionId, connectingChannel, client);
                }
                else if (old instanceof ConnectingChannel) {
                    client = ((ConnectingChannel) old).waitForChannel();

                    clients.replace(connectionId, old, client);
                }
                else {
                    client = (PartitionRequestClient) old;
                }
            }

            // Make sure to increment the reference count before handing a client
            // out to ensure correct bookkeeping for channel closing.
            if (!client.incrementReferenceCounter()) {
                destroyPartitionRequestClient(connectionId, client);
                client = null;
            }
        }

        return client;
    }

    public void closeOpenChannelConnections(ConnectionID connectionId) {
        Object entry = clients.get(connectionId);

        if (entry instanceof ConnectingChannel) {
            ConnectingChannel channel = (ConnectingChannel) entry;

            if (channel.dispose()) {
                clients.remove(connectionId, channel);
            }
        }
    }

    int getNumberOfActiveClients() {
        return clients.size();
    }

    /**
     * Removes the client for the given {@link ConnectionID}.
     */
    void destroyPartitionRequestClient(ConnectionID connectionId, PartitionRequestClient client) {
        clients.remove(connectionId, client);
    }

    //......
}

• PartitionRequestClientFactory的构造器需要一个NettyClient；它使用ConcurrentHashMap在内存维护了一个ConnectionID与PartitionRequestClient或ConnectingChannel的映射关系
• createPartitionRequestClient方法会先从ConcurrentHashMap查找是否有对应ConnectionID的PartitionRequestClient或ConnectingChannel，如果存在且是PartitionRequestClient实例则返回，如果存在且是ConnectingChannel实例则调用ConnectingChannel.waitForChannel等待PartitionRequestClient，然后替换对应ConnectionID在ConcurrentHashMap的值为PartitionRequestClient；如果ConcurrentHashMap没有对应ConnectionID的值，则会创建一个ConnectingChannel，然后放入到ConcurrentHashMap中，同时获取old object，如果old为null，则使用nettyClient.connect进行连接，然后获取PartitionRequestClient，之后替换ConcurrentHashMap中的值；如果old是ConnectingChannel则调用ConnectingChannel.waitForChannel等待PartitionRequestClient，然后替换ConcurrentHashMap中的值；在返回PartitionRequestClient之前会通过client.incrementReferenceCounter()来递增引用，如果递增不成功则调用destroyPartitionRequestClient，返回null，递增成功则返回PartitionRequestClient
• closeOpenChannelConnections方法则判断，如果是ConnectingChannel，则调用ConnectingChannel.dispose，成功之后从ConcurrentHashMap中移除

ConnectingChannel

flink-release-1.7.2/flink-runtime/src/main/java/org/apache/flink/runtime/io/network/netty/PartitionRequestClientFactory.java

private static final class ConnectingChannel implements ChannelFutureListener {

        private final Object connectLock = new Object();

        private final ConnectionID connectionId;

        private final PartitionRequestClientFactory clientFactory;

        private boolean disposeRequestClient = false;

        public ConnectingChannel(ConnectionID connectionId, PartitionRequestClientFactory clientFactory) {
            this.connectionId = connectionId;
            this.clientFactory = clientFactory;
        }

        private boolean dispose() {
            boolean result;
            synchronized (connectLock) {
                if (partitionRequestClient != null) {
                    result = partitionRequestClient.disposeIfNotUsed();
                }
                else {
                    disposeRequestClient = true;
                    result = true;
                }

                connectLock.notifyAll();
            }

            return result;
        }

        private void handInChannel(Channel channel) {
            synchronized (connectLock) {
                try {
                    NetworkClientHandler clientHandler = channel.pipeline().get(NetworkClientHandler.class);
                    partitionRequestClient = new PartitionRequestClient(
                        channel, clientHandler, connectionId, clientFactory);

                    if (disposeRequestClient) {
                        partitionRequestClient.disposeIfNotUsed();
                    }

                    connectLock.notifyAll();
                }
                catch (Throwable t) {
                    notifyOfError(t);
                }
            }
        }

        private volatile PartitionRequestClient partitionRequestClient;

        private volatile Throwable error;

        private PartitionRequestClient waitForChannel() throws IOException, InterruptedException {
            synchronized (connectLock) {
                while (error == null && partitionRequestClient == null) {
                    connectLock.wait(2000);
                }
            }

            if (error != null) {
                throw new IOException("Connecting the channel failed: " + error.getMessage(), error);
            }

            return partitionRequestClient;
        }

        private void notifyOfError(Throwable error) {
            synchronized (connectLock) {
                this.error = error;
                connectLock.notifyAll();
            }
        }

        @Override
        public void operationComplete(ChannelFuture future) throws Exception {
            if (future.isSuccess()) {
                handInChannel(future.channel());
            }
            else if (future.cause() != null) {
                notifyOfError(new RemoteTransportException(
                        "Connecting to remote task manager + '" + connectionId.getAddress() +
                                "' has failed. This might indicate that the remote task " +
                                "manager has been lost.",
                        connectionId.getAddress(), future.cause()));
            }
            else {
                notifyOfError(new LocalTransportException(
                    String.format(
                        "Connecting to remote task manager '%s' has been cancelled.",
                        connectionId.getAddress()),
                    null));
            }
        }
    }

• ConnectingChannel实现了netty的ChannelFutureListener接口，它的operationComplete方法在ChannelFuture是success的时候会调用handInChannel方法，该方法会创建PartitionRequestClient；waitForChannel方法则会等待partitionRequestClient创建成功然后返回

小结

• ConnectionManager定义了start、shutdown、closeOpenChannelConnections等方法用于管理physical connections；它有两个子类，一个是LocalConnectionManager，一个是NettyConnectionManager
• LocalConnectionManager实现了ConnectionManager接口，不过它的实现基本是空操作；NettyConnectionManager实现了ConnectionManager接口，它的构造器使用NettyConfig创建了NettyServer、NettyClient、NettyBufferPool，同时使用NettyClient创建了PartitionRequestClientFactory，start方法创建了NettyProtocol，同时初始化NettyClient、NettyServer，shutdown方法则关闭NettyClient、NettyServer，closeOpenChannelConnections则是使用partitionRequestClientFactory.closeOpenChannelConnections来关闭指定的connectionId，createPartitionRequestClient方法通过partitionRequestClientFactory.createPartitionRequestClient来创建PartitionRequestClient
• PartitionRequestClientFactory的构造器需要一个NettyClient；它使用ConcurrentHashMap在内存维护了一个ConnectionID与PartitionRequestClient或ConnectingChannel的映射关系；ConnectingChannel实现了netty的ChannelFutureListener接口，它的operationComplete方法在ChannelFuture是success的时候会调用handInChannel方法，该方法会创建PartitionRequestClient；waitForChannel方法则会等待partitionRequestClient创建成功然后返回

doc

• ConnectionManager