【原始碼】RocketMQ如何實現獲取指定訊息
概要
訊息查詢是什麼?
訊息查詢就是根據使用者提供的msgId從MQ中取出該訊息
RocketMQ如果有多個節點如何查詢?
問題:RocketMQ分散式結構中,資料分散在各個節點,即便是同一Topic的資料,也未必都在一個broker上。客戶端怎麼知道資料該去哪個節點上查?
猜想1:逐個訪問broker節點查詢資料
猜想2:有某種資料中心存在,該中心知道所有訊息儲存的位置,只要向該中心查詢即可得到訊息具體位置,進而取得訊息內容
實際:
1.訊息Id中含有訊息所在的broker的地址資訊(IP\Port)以及該訊息在CommitLog中的偏移量。
2.客戶端實現會從msgId字串中解析出broker地址,向指定broker節查詢訊息。
問題:CommitLog檔案有多個,只有偏移量估計不能確定在哪個檔案吧?
實際:單個Broker節點內offset是全域性唯一的,不是每個CommitLog檔案的偏移量都是從0開始的。單個節點內所有CommitLog檔案共用一套偏移量,每個檔案的檔名為其第一個訊息的偏移量。所以可以根據偏移量和檔名確定CommitLog檔案。
原始碼閱讀
0.使用方式
MessageExt msg = consumer.viewMessage(msgId);
1.訊息ID解析
這個瞭解下就可以了
public class MessageId { private SocketAddress address; private long offset; public MessageId(SocketAddress address, long offset) { this.address = address; this.offset = offset; } //get-set } //from MQAdminImpl.java public MessageExt viewMessage( String msgId) throws RemotingException, MQBrokerException, InterruptedException, MQClientException { MessageId messageId = null; try { //從msgId字串中解析出address和offset //address = ip:port //offset為訊息在CommitLog檔案中的偏移量 messageId = MessageDecoder.decodeMessageId(msgId); } catch (Exception e) { throw new MQClientException(ResponseCode.NO_MESSAGE, "query message by id finished, but no message."); } return this.mQClientFactory.getMQClientAPIImpl().viewMessage(RemotingUtil.socketAddress2String(messageId.getAddress()), messageId.getOffset(), timeoutMillis); } //from MessageDecoder.java public static MessageId decodeMessageId(final String msgId) throws UnknownHostException { SocketAddress address; long offset; //ipv4和ipv6的區別 //如果msgId總長度超過32字元,則為ipv6 int ipLength = msgId.length() == 32 ? 4 * 2 : 16 * 2; byte[] ip = UtilAll.string2bytes(msgId.substring(0, ipLength)); byte[] port = UtilAll.string2bytes(msgId.substring(ipLength, ipLength + 8)); ByteBuffer bb = ByteBuffer.wrap(port); int portInt = bb.getInt(0); address = new InetSocketAddress(InetAddress.getByAddress(ip), portInt); // offset byte[] data = UtilAll.string2bytes(msgId.substring(ipLength + 8, ipLength + 8 + 16)); bb = ByteBuffer.wrap(data); offset = bb.getLong(0); return new MessageId(address, offset); }
2.長連線客戶端RPC實現
要發請求首先得先建立連線,這裡方法可以看到建立連線相關的操作。值得注意的是,第一次訪問的時候可能連線還沒建立,建立連線需要消耗一段時間。程式碼中對這個時間也做了判斷,如果連線建立完成後,發現已經超時,則不再發出請求。目的應該是儘可能減少請求執行緒的阻塞時間。
//from NettyRemotingClient.java @Override public RemotingCommand invokeSync(String addr, final RemotingCommand request, long timeoutMillis) throws InterruptedException, RemotingConnectException, RemotingSendRequestException, RemotingTimeoutException { long beginStartTime = System.currentTimeMillis(); //這裡會先檢查有無該地址的通道,有則返回,無則建立 final Channel channel = this.getAndCreateChannel(addr); if (channel != null && channel.isActive()) { try { //前置鉤子 doBeforeRpcHooks(addr, request); //判斷通道建立完成時是否已到達超時時間,如果超時直接丟擲異常。不發請求 long costTime = System.currentTimeMillis() - beginStartTime; if (timeoutMillis < costTime) { throw new RemotingTimeoutException("invokeSync call timeout"); } //同步呼叫 RemotingCommand response = this.invokeSyncImpl(channel, request, timeoutMillis - costTime); //後置鉤子 doAfterRpcHooks(RemotingHelper.parseChannelRemoteAddr(channel), request, response); //後置鉤子 return response; } catch (RemotingSendRequestException e) { log.warn("invokeSync: send request exception, so close the channel[{}]", addr); this.closeChannel(addr, channel); throw e; } catch (RemotingTimeoutException e) { if (nettyClientConfig.isClientCloseSocketIfTimeout()) { this.closeChannel(addr, channel); log.warn("invokeSync: close socket because of timeout, {}ms, {}", timeoutMillis, addr); } log.warn("invokeSync: wait response timeout exception, the channel[{}]", addr); throw e; } } else { this.closeChannel(addr, channel); throw new RemotingConnectException(addr); } }
下一步看看它的同步呼叫做了什麼處理。注意到它會構建一個Future物件加入待響應池,發出請求報文後就掛起執行緒,然後等待喚醒(waitResponse內部使用CountDownLatch等待)。
//from NettyRemotingAbstract.java
public RemotingCommand invokeSyncImpl(final Channel channel, final RemotingCommand request, final long timeoutMillis) throws InterruptedException, RemotingSendRequestException, RemotingTimeoutException { //請求id final int opaque = request.getOpaque(); try { //請求存根 final ResponseFuture responseFuture = new ResponseFuture(channel, opaque, timeoutMillis, null, null); //加入待響應的請求池 this.responseTable.put(opaque, responseFuture); final SocketAddress addr = channel.remoteAddress(); //將請求發出,成功發出時更新狀態 channel.writeAndFlush(request).addListener(new ChannelFutureListener() { @Override public void operationComplete(ChannelFuture f) throws Exception { if (f.isSuccess()) { //若成功發出,更新請求狀態為“已發出” responseFuture.setSendRequestOK(true); return; } else { responseFuture.setSendRequestOK(false); } //若發出失敗,則從池中移除(沒用了,釋放資源) responseTable.remove(opaque); responseFuture.setCause(f.cause()); //putResponse的時候會喚醒等待的執行緒 responseFuture.putResponse(null); log.warn("send a request command to channel <" + addr + "> failed."); } }); //只等待一段時間,不會一直等下去 //若正常響應,則收到響應後,此執行緒會被喚醒,繼續執行下去 //若超時,則到達該時間後執行緒甦醒,繼續執行 RemotingCommand responseCommand = responseFuture.waitResponse(timeoutMillis); if (null == responseCommand) { if (responseFuture.isSendRequestOK()) { throw new RemotingTimeoutException(RemotingHelper.parseSocketAddressAddr(addr), timeoutMillis, responseFuture.getCause()); } else { throw new RemotingSendRequestException(RemotingHelper.parseSocketAddressAddr(addr), responseFuture.getCause()); } } return responseCommand; } finally { //正常響應完成時,將future釋放(正常邏輯) //超時時,將future釋放。這個請求已經作廢了,後面如果再收到響應,就可以直接丟棄了(由於找不到相關的響應鉤子,就不處理了) this.responseTable.remove(opaque); } }
好,我們再來看看收到報文的時候是怎麼處理的。我們都瞭解JDK中的Future的原理,大概就是將這個任務提交給其他執行緒處理,該執行緒處理完畢後會將結果寫入到Future物件中,寫入時如果有執行緒在等待該結果,則喚醒這些執行緒。這裡也差不多,只不過執行執行緒在服務端,服務執行完畢後會將結果通過長連線傳送給客戶端,客戶端收到後根據報文中的ID資訊從待響應池中找到Future物件,然後就是類似的處理了。
class NettyClientHandler extends SimpleChannelInboundHandler<RemotingCommand> { //底層解碼完畢得到RemotingCommand的報文 @Override protected void channelRead0(ChannelHandlerContext ctx, RemotingCommand msg) throws Exception { processMessageReceived(ctx, msg); } } public void processMessageReceived(ChannelHandlerContext ctx, RemotingCommand msg) throws Exception { final RemotingCommand cmd = msg; if (cmd != null) { //判斷型別 switch (cmd.getType()) { case REQUEST_COMMAND: processRequestCommand(ctx, cmd); break; case RESPONSE_COMMAND: processResponseCommand(ctx, cmd); break; default: break; } } } public void processResponseCommand(ChannelHandlerContext ctx, RemotingCommand cmd) { //取得訊息id final int opaque = cmd.getOpaque(); //從待響應池中取得對應請求 final ResponseFuture responseFuture = responseTable.get(opaque); if (responseFuture != null) { //將響應值注入到ResponseFuture物件中,等待執行緒可從這個物件獲取結果 responseFuture.setResponseCommand(cmd); //請求已處理完畢,釋放該請求 responseTable.remove(opaque); //如果有回撥函式的話則回撥(由當前執行緒處理) if (responseFuture.getInvokeCallback() != null) { executeInvokeCallback(responseFuture); } else { //沒有的話,則喚醒等待執行緒(由等待執行緒做處理) responseFuture.putResponse(cmd); responseFuture.release(); } } else { log.warn("receive response, but not matched any request, " + RemotingHelper.parseChannelRemoteAddr(ctx.channel())); log.warn(cmd.toString()); } }
總結一下,客戶端的處理時序大概是這樣的:
結構大概是這樣的:
3.服務端的處理
//todo 服務端待補充CommitLog檔案對映相關內容
class NettyServerHandler extends SimpleChannelInboundHandler<RemotingCommand> { @Override protected void channelRead0(ChannelHandlerContext ctx, RemotingCommand msg) throws Exception { processMessageReceived(ctx, msg); } } //from NettyRemotingAbscract.java public void processMessageReceived(ChannelHandlerContext ctx, RemotingCommand msg) throws Exception { final RemotingCommand cmd = msg; if (cmd != null) { switch (cmd.getType()) { case REQUEST_COMMAND: //服務端走這裡 processRequestCommand(ctx, cmd); break; case RESPONSE_COMMAND: processResponseCommand(ctx, cmd); break; default: break; } } } //from NettyRemotingAbscract.java public void processRequestCommand(final ChannelHandlerContext ctx, final RemotingCommand cmd) { //檢視有無該請求code相關的處理器 final Pair<NettyRequestProcessor, ExecutorService> matched = this.processorTable.get(cmd.getCode()); //如果沒有,則使用預設處理器(可能沒有預設處理器) final Pair<NettyRequestProcessor, ExecutorService> pair = null == matched ? this.defaultRequestProcessor : matched; final int opaque = cmd.getOpaque(); if (pair != null) { Runnable run = new Runnable() { @Override public void run() { try { doBeforeRpcHooks(RemotingHelper.parseChannelRemoteAddr(ctx.channel()), cmd); final RemotingResponseCallback callback = new RemotingResponseCallback() { @Override public void callback(RemotingCommand response) { doAfterRpcHooks(RemotingHelper.parseChannelRemoteAddr(ctx.channel()), cmd, response); if (!cmd.isOnewayRPC()) { if (response != null) { //不為null,則由本類將響應值寫會給請求方 response.setOpaque(opaque); response.markResponseType(); try { ctx.writeAndFlush(response); } catch (Throwable e) { log.error("process request over, but response failed", e); log.error(cmd.toString()); log.error(response.toString()); } } else { //為null,意味著processor內部已經將響應處理了,這裡無需再處理。 } } } }; if (pair.getObject1() instanceof AsyncNettyRequestProcessor) {//QueryMessageProcessor為非同步處理器 AsyncNettyRequestProcessor processor = (AsyncNettyRequestProcessor)pair.getObject1(); processor.asyncProcessRequest(ctx, cmd, callback); } else { NettyRequestProcessor processor = pair.getObject1(); RemotingCommand response = processor.processRequest(ctx, cmd); doAfterRpcHooks(RemotingHelper.parseChannelRemoteAddr(ctx.channel()), cmd, response); callback.callback(response); } } catch (Throwable e) { log.error("process request exception", e); log.error(cmd.toString()); if (!cmd.isOnewayRPC()) { final RemotingCommand response = RemotingCommand.createResponseCommand(RemotingSysResponseCode.SYSTEM_ERROR, RemotingHelper.exceptionSimpleDesc(e)); response.setOpaque(opaque); ctx.writeAndFlush(response); } } } }; if (pair.getObject1().rejectRequest()) { final RemotingCommand response = RemotingCommand.createResponseCommand(RemotingSysResponseCode.SYSTEM_BUSY, "[REJECTREQUEST]system busy, start flow control for a while"); response.setOpaque(opaque); ctx.writeAndFlush(response); return; } try { final RequestTask requestTask = new RequestTask(run, ctx.channel(), cmd); pair.getObject2().submit(requestTask); } catch (RejectedExecutionException e) { if ((System.currentTimeMillis() % 10000) == 0) { log.warn(RemotingHelper.parseChannelRemoteAddr(ctx.channel()) + ", too many requests and system thread pool busy, RejectedExecutionException " + pair.getObject2().toString() + " request code: " + cmd.getCode()); } if (!cmd.isOnewayRPC()) { final RemotingCommand response = RemotingCommand.createResponseCommand(RemotingSysResponseCode.SYSTEM_BUSY, "[OVERLOAD]system busy, start flow control for a while"); response.setOpaque(opaque); ctx.writeAndFlush(response); } } } else { String error = " request type " + cmd.getCode() + " not supported"; final RemotingCommand response = RemotingCommand.createResponseCommand(RemotingSysResponseCode.REQUEST_CODE_NOT_SUPPORTED, error); response.setOpaque(opaque); ctx.writeAndFlush(response); log.error(RemotingHelper.parseChannelRemoteAddr(ctx.channel()) + error); } } //from QueryMessageProcesor.java @Override public RemotingCommand processRequest(ChannelHandlerContext ctx, RemotingCommand request) throws RemotingCommandException { switch (request.getCode()) { case RequestCode.QUERY_MESSAGE: return this.queryMessage(ctx, request); case RequestCode.VIEW_MESSAGE_BY_ID: //通過msgId查詢訊息 return this.viewMessageById(ctx, request); default: break; } return null; } public RemotingCommand viewMessageById(ChannelHandlerContext ctx, RemotingCommand request) throws RemotingCommandException { final RemotingCommand response = RemotingCommand.createResponseCommand(null); final ViewMessageRequestHeader requestHeader = (ViewMessageRequestHeader) request.decodeCommandCustomHeader(ViewMessageRequestHeader.class); response.setOpaque(request.getOpaque()); //getMessagetStore得到當前對映到記憶體中的CommitLog檔案,然後根據偏移量取得資料 final SelectMappedBufferResult selectMappedBufferResult = this.brokerController.getMessageStore().selectOneMessageByOffset(requestHeader.getOffset()); if (selectMappedBufferResult != null) { response.setCode(ResponseCode.SUCCESS); response.setRemark(null); //將響應通過socket寫回給客戶端 try { //response物件的資料作為header //訊息內容作為body FileRegion fileRegion = new OneMessageTransfer(response.encodeHeader(selectMappedBufferResult.getSize()), selectMappedBufferResult); ctx.channel().writeAndFlush(fileRegion).addListener(new ChannelFutureListener() { @Override public void operationComplete(ChannelFuture future) throws Exception { selectMappedBufferResult.release(); if (!future.isSuccess()) { log.error("Transfer one message from page cache failed, ", future.cause()); } } }); } catch (Throwable e) { log.error("", e); selectMappedBufferResult.release(); } return null; //如果有值,則直接寫回給請求方。這裡返回null是不需要由外層處理響應。 } else { response.setCode(ResponseCode.SYSTEM_ERROR); response.setRemark("can not find message by the offset, " + requestHeader.getOffset()); } return response; }
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