spark-rpc是如何实现将netty的Channel隐藏在inbox中的
class TransportServer
bootstrap.childHandler(new ChannelInitializer<SocketChannel>() {
@Override
protected void initChannel(SocketChannel ch) throws Exception {
RpcHandler rpcHandler = appRpcHandler;
for (TransportServerBootstrap bootstrap : bootstraps) {
rpcHandler = bootstrap.doBootstrap(ch, rpcHandler);
}
context.initializePipeline(ch, rpcHandler);
}
});
每次有新client连接完成,server都会调用匿名类的initChannel方法,在调用context.initializePipeline(ch, rpcHandler)时,通过createChannelHandler方法,创建TransportResponseHandler用于处理响应消息(Channel直接被隐藏在TransportResponseHandler中),创建TransportRequestHandler 用于处理请求消息(Channel被封装在TransportClient中,TransportClient又被隐藏在TransportRequestHandler),最后返回的TransportChannelHandler包含三者。
public TransportChannelHandler initializePipeline(
SocketChannel channel,
RpcHandler channelRpcHandler) {
try {
TransportChannelHandler channelHandler = createChannelHandler(channel, channelRpcHandler);
channel.pipeline()
.addLast("encoder", encoder)
.addLast(TransportFrameDecoder.HANDLER_NAME, NettyUtils.createFrameDecoder())
.addLast("decoder", decoder)
.addLast("idleStateHandler", new IdleStateHandler(0, 0, conf.connectionTimeoutMs() / 1000))
// NOTE: Chunks are currently guaranteed to be returned in the order of request, but this
// would require more logic to guarantee if this were not part of the same event loop.
.addLast("handler", channelHandler);
return channelHandler;
} catch (RuntimeException e) {
logger.error("Error while initializing Netty pipeline", e);
throw e;
}
}
private TransportChannelHandler createChannelHandler(Channel channel, RpcHandler rpcHandler) {
TransportResponseHandler responseHandler = new TransportResponseHandler(channel);
TransportClient client = new TransportClient(channel, responseHandler);
TransportRequestHandler requestHandler = new TransportRequestHandler(channel, client,
rpcHandler);
return new TransportChannelHandler(client, responseHandler, requestHandler,
conf.connectionTimeoutMs(), closeIdleConnections);
}
class TransportChannelHandler
//原始消息到达,根据消息类型调用不同处理方式。此处以RequestMessage消息为例
public void channelRead0(ChannelHandlerContext ctx, Message request) throws Exception {
if (request instanceof RequestMessage) {
requestHandler.handle((RequestMessage) request); //上文实例的TransportRequestHandler
} else {
responseHandler.handle((ResponseMessage) request);
}
}
class TransportRequestHandler
@Override
public void handle(RequestMessage request) {
if (request instanceof ChunkFetchRequest) {
processFetchRequest((ChunkFetchRequest) request);
} else if (request instanceof RpcRequest) {
processRpcRequest((RpcRequest) request); //以rpc请求为例
} else if (request instanceof OneWayMessage) {
processOneWayMessage((OneWayMessage) request);
} else if (request instanceof StreamRequest) {
processStreamRequest((StreamRequest) request);
} else {
throw new IllegalArgumentException("Unknown request type: " + request);
}
}
private void processRpcRequest(final RpcRequest req) {
try {
rpcHandler.receive(reverseClient, req.body().nioByteBuffer(), new RpcResponseCallback() { //reverseClient上文传递的值
@Override
public void onSuccess(ByteBuffer response) {
respond(new RpcResponse(req.requestId, new NioManagedBuffer(response)));
}
@Override
public void onFailure(Throwable e) {
respond(new RpcFailure(req.requestId, Throwables.getStackTraceAsString(e)));
}
});
} catch (Exception e) {
logger.error("Error while invoking RpcHandler#receive() on RPC id " + req.requestId, e);
respond(new RpcFailure(req.requestId, Throwables.getStackTraceAsString(e)));
} finally {
req.body().release();
}
}
class NettyRpcHandler
override def receive(
client: TransportClient,
message: ByteBuffer,
callback: RpcResponseCallback): Unit = {
val messageToDispatch = internalReceive(client, message) //将client封装在messageToDispatch 中
dispatcher.postRemoteMessage(messageToDispatch, callback) //此方法是将消息封装成inbox形式,放入inbox消息队列
}
internalReceive调用
val requestMessage = nettyEnv.deserialize[RequestMessage](client, message)
class NettyRpcEnv
private[netty] def deserialize[T: ClassTag](client: TransportClient, bytes: ByteBuffer): T = {
NettyRpcEnv.currentClient.withValue(client) {
deserialize { () =>
javaSerializerInstance.deserialize[T](bytes) //反序列化时调用NettyRpcEndpointRef实例的readObject方法,而下面两个DynamicVariable在此处被替换为新值
}
}
}
object NettyRpcEnv
//DynamicVariable可以用来在指定作用域替换数据
private[netty] val currentEnv = new DynamicVariable[NettyRpcEnv](null)
private[netty] val currentClient = new DynamicVariable[TransportClient](null)
class NettyRpcEndpointRef
private def readObject(in: ObjectInputStream): Unit = { //反序列化,为client、nettyEnv填充新值,而非通过网络传送过来的空值
in.defaultReadObject()
nettyEnv = NettyRpcEnv.currentEnv.value
client = NettyRpcEnv.currentClient.value
}
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