RocketMQ实现延迟队列精确到秒级实现
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前言篇:
为了节约成本,决定通过自研来改造rocketmq,添加任意时间延迟的延时队列,开源版本的rocketmq只有支持18个等级的延迟时间,
其实对于大部分的功能是够用了的,但是以前的项目,全部都是使用了阿里云的rocketmq,原因是不同的供应商的订单的延时时间是不同的
(部分供应商的订单未支付30分钟取消,有些1个半小时取消,各种时间都有),
所以使用了大量的延时队列,但是开源版本不支持任意时间延时(希望官方支持这个功能)
为了实现这个功能,网上查询了不少资料,查询到不少相关的文章,主要实现都是基于时间轮来实现的,
但是比较少开源的代码实现(也许大家都没有这个需求吧)
debug实践篇:
1. 撸起袖子加油干,首先,下载源代码 https://github.com/apache/rocketmq.git,导入ide
运行mvn package 生成jar包,如果成功的话,会生成到distribution目录下面
2. 查看文档,发现要运行namesvr 和 broker
找到 src\\main\\java\\org\\apache\\rocketmq\\namesrv\\NamesrvStartup.java ,开心的执行main方法,
哦哦哦哦哦,果然报错了,提示 rocketmq.home.dir 目录不存在,查看源码, 原来是从system.propeties读取的,
为了调试,我毫不犹豫的加上了配置文件,
再次运行,不报错了,控制台显示,成功啦( 生活是多么美好,空气是多么清晰! )
3.运行 broker ,打开 src\\main\\java\\org\\apache\\rocketmq\\broker\\BrokerStartup.java,执行main方法,
添加 配置文件 ( D:\\\\mq\\\\rocketmq-rocketmq-all-4.9.2是我本地的路径,你要修改成自己的 )
1 System.setProperty("rocketmq.home.dir", "D:\\\\mq\\\\rocketmq-rocketmq-all-4.9.2\\\\rb");2 System.setProperty("user.home", "D:\\\\mq\\\\rocketmq-rocketmq-all-4.9.2\\\\rb\\\\home\\\\");
运行一下,成功了,开心的发一条消息,试试,哦哦哦哦哦。 发不出去哦( 人生最痛苦的事情是,快要成功了,却没有成功 ) 。
原来还要配置namesvr地址,在启动命令,添加 -n localhost:9876 ( 上面的namesvr 启动的ip和端口)
4.漫长的改造之路 (我们是勇敢的斯巴达勇士,一直勇往直前)
用了阿里云的延时队列,发现它的message 可以传一个时间过来(任意的延时时间)
来来来,我们复制一下( 不要告诉别人,我们一直是复制,粘贴的,没有原创, 嘘 ...... )
1/** 2 * 该类预定义一些系统键. 3 */4 static public class SystemPropKey 5 public static final String TAG = "__TAG";6 public static final String KEY = "__KEY";7 public static final String MSGID = "__MSGID";8 public static final String SHARDINGKEY = "__SHARDINGKEY";9 public static final String RECONSUMETIMES = "__RECONSUMETIMES";10 public static final String BORNTIMESTAMP = "__BORNTIMESTAMP";11 public static final String BORNHOST = "__BORNHOST";12/**13 * 设置消息的定时投递时间(绝对时间). <p>例1: 延迟投递, 延迟3s投递, 设置为: System.currentTimeMillis() + 3000; <p>例2: 定时投递,14 * 2016-02-01 11:30:00投递, 设置为: new SimpleDateFormat("yyyy-MM-dd HH:mm:ss").parse("2016-02-0115 * 11:30:00").getTime()16 */17 public static final String STARTDELIVERTIME = "__STARTDELIVERTIME";18
/** * <p> 设置消息的定时投递时间(绝对时间),最大延迟时间为7天. </p> <ol> <li>延迟投递: 延迟3s投递, 设置为: System.currentTimeMillis() + 3000;</li> * <li>定时投递: 2016-02-01 11:30:00投递, 设置为: new SimpleDateFormat("yyyy-MM-dd HH:mm:ss").parse("2016-02-01 * 11:30:00").getTime()</li> </ol> */ public void setStartDeliverTime(final long value) putSystemProperties(SystemPropKey.STARTDELIVERTIME, String.valueOf(value));
5.既然要改造rocketmq,在哪里改呢,debug,debug,debug(一直到天荒地老),功夫不负有心人,找到啦,
找到 \\src\\main\\java\\org\\apache\\rocketmq\\broker\\processor\\SendMessageProcessor.java, 发现
public RemotingCommand processRequest(ChannelHandlerContext ctx, RemotingCommand request) throws RemotingCommandException SendMessageContext mqtraceContext;switch (request.getCode()) case RequestCode.CONSUMER_SEND_MSG_BACK:return this.consumerSendMsgBack(ctx, request);default: SendMessageRequestHeader requestHeader = parseRequestHeader(request);if (requestHeader == null) return null; mqtraceContext = buildMsgContext(ctx, requestHeader); this.executeSendMessageHookBefore(ctx, request, mqtraceContext); RemotingCommand response;if (requestHeader.isBatch()) response = this.sendBatchMessage(ctx, request, mqtraceContext, requestHeader); else response = this.sendMessage(ctx, request, mqtraceContext, requestHeader); this.executeSendMessageHookAfter(response, mqtraceContext);return response;
继续debug,发现 sendMessage 就是处理发送消息的,
如果我们在这里判断是否延时消息就写入文件,然后返回成功到客户端,等到了时间就发送延迟消息,不就搞定了吗?
oh,yes,就是这么干的
//处理延迟消息 delay message String startTime = msgInner.getProperty(Message.SystemPropKey.STARTDELIVERTIME); boolean isDelayMsg = false; long nextStartTime = 0;if (startTime != null && msgInner.getDelayTimeLevel() <= 0) nextStartTime = Long.parseLong(startTime);if (nextStartTime >= System.currentTimeMillis()) isDelayMsg = true; if (isDelayMsg) return delayProcessor.handlePutMessageResultFuture(response, request, msgInner, ctx, queueIdInt, nextStartTime); else if (traFlag != null && Boolean.parseBoolean(traFlag)) if (this.brokerController.getBrokerConfig().isRejectTransactionMessage()) response.setCode(ResponseCode.NO_PERMISSION); response.setRemark("the broker[" + this.brokerController.getBrokerConfig().getBrokerIP1() + "] sending transaction message is forbidden");return response; putMessageResult = this.brokerController.getTransactionalMessageService().prepareMessage(msgInner); else putMessageResult = this.brokerController.getMessageStore().putMessage(msgInner); return handlePutMessageResult(putMessageResult, response, request, msgInner, responseHeader, sendMessageContext, ctx, queueIdInt);
其中 delayProcessor.handlePutMessageResultFuture 是我们用来处理延迟消息的地方
我们按照每个时间一个文件夹来保存延时消息,等延时消息到达后,定时的写入延时队列里面。
详细原理,请查考 rocketmq 原理实现篇 https://www.cnblogs.com/tomj2ee/p/15815186.html
<em> </em>
package org.apache.rocketmq.broker.delay;import io.netty.channel.ChannelHandlerContext;import org.apache.commons.lang3.time.DateFormatUtils;import org.apache.rocketmq.broker.BrokerController;import org.apache.rocketmq.common.protocol.ResponseCode;import org.apache.rocketmq.common.protocol.header.SendMessageResponseHeader;import org.apache.rocketmq.logging.InternalLogger;import org.apache.rocketmq.logging.InternalLoggerFactory;import org.apache.rocketmq.remoting.protocol.RemotingCommand;import org.apache.rocketmq.store.MessageExtBrokerInner;import java.io.*;import java.net.InetSocketAddress;import java.net.SocketAddress;import java.util.Date;import java.util.concurrent.ExecutorService;import java.util.concurrent.Executors;import java.util.concurrent.ThreadLocalRandom;public class DelayProcessor implements Runnable protected static final InternalLogger log = InternalLoggerFactory.getLogger(DelayProcessor.class.getCanonicalName()); protected final BrokerController brokerController; protected final SocketAddress storeHost; private ExecutorService jobTaskExecute = Executors.newFixedThreadPool(16); public DelayProcessor(final BrokerController brokerController) this.brokerController = brokerController; this.storeHost = new InetSocketAddress(brokerController.getBrokerConfig().getBrokerIP1(), brokerController .getNettyServerConfig().getListenPort()); Thread thread = new Thread(this); thread.setName("delayProcessor-run---thread"); thread.setDaemon(true);new File(getDelayPath()).mkdirs(); thread.start(); Thread missCallThread = new Thread(() -> try for(;;) Thread.sleep(10 * 1000); sendMissCallMsg(); catch (InterruptedException e) e.printStackTrace(); ); missCallThread.setName("delayProcessor-callback-thread"); missCallThread.start(); System.out.println("init delay success " +getDelayPath()); public RemotingCommand handlePutMessageResultFuture(RemotingCommand response, RemotingCommand request, MessageExtBrokerInner msgInner, ChannelHandlerContext ctx,int queueIdInt, long nextStartTime) return handlePutMessageResult(response, request, msgInner, ctx, queueIdInt, nextStartTime); private RemotingCommand handlePutMessageResult(RemotingCommand response, RemotingCommand request, MessageExtBrokerInner msg, ChannelHandlerContext ctx,int queueIdInt, long nextStartTime) boolean svOk = saveMsgFile(nextStartTime, msg); SendMessageResponseHeader sendMessageResponseHeader = new SendMessageResponseHeader(); sendMessageResponseHeader.setQueueId(1); sendMessageResponseHeader.setMsgId("0"); sendMessageResponseHeader.setQueueOffset(0l); sendMessageResponseHeader.setTransactionId(""); RemotingCommand newCommand = RemotingCommand.createRequestCommand(ResponseCode.SUCCESS, sendMessageResponseHeader);if (svOk) newCommand.setCode(ResponseCode.SUCCESS); else newCommand.setCode(ResponseCode.SYSTEM_ERROR); newCommand.setRemark("发送消息延迟失败!"); newCommand.setExtFields(request.getExtFields()); newCommand.setVersion(response.getVersion()); newCommand.setOpaque(response.getOpaque()); newCommand.setLanguage(response.getLanguage()); newCommand.setBody(request.getBody());if (!request.isOnewayRPC()) try ctx.writeAndFlush(newCommand); catch (Throwable e) log.error("DelayProcessor process request over, but response failed", e); log.error(request.toString()); log.error(response.toString()); return newCommand; public void putMessage(MessageExtBrokerInner msgInner) this.brokerController.getMessageStore().putMessage(msgInner); @Override public void run() for (; ; ) long curTime = System.currentTimeMillis() / 1000; jobTaskExecute.submit(() -> sendMsg(curTime)); try Thread.sleep(1000); catch (InterruptedException e) private String getDelayPath() String delayPath = "./delay-store"+ File.separator + "delay";return delayPath; private boolean saveMsgFile(long startTime, MessageExtBrokerInner msgInner) ObjectOutputStream objectOutputStream = null; try String msgId =(startTime/1000 )+"-"+ System.currentTimeMillis() + "-" + ThreadLocalRandom.current().nextInt(99999999); System.out.println( getCurrentTime()+"写入延迟消息 >>" + msgId); String parentDir = getDelayPath() + File.separator + startTime / 1000; File parentFile = new File(parentDir);if (!parentFile.exists()) parentFile.mkdirs(); String fileName = parentDir + File.separator + msgId; FileOutputStream fos = new FileOutputStream(fileName); BufferedOutputStream bos = new BufferedOutputStream(fos); objectOutputStream = new ObjectOutputStream(bos); objectOutputStream.writeObject(msgInner);returntrue; catch (Exception ex) log.error("saveMsgFile ex:", ex);returnfalse; finally try if (objectOutputStream != null) objectOutputStream.close(); catch (Exception ex) log.error("saveMsgFile ex:", ex); private MessageExtBrokerInner readFile(File f) ObjectInputStream ois = null; try ois = new ObjectInputStream(new FileInputStream(f));return (MessageExtBrokerInner) ois.readObject(); catch (Exception ex) return null; finally if (ois != null) try ois.close(); catch (IOException e) e.printStackTrace(); private void sendMissCallMsg() File lst = new File(getDelayPath()); File[] files = lst.listFiles(); long startTime = System.currentTimeMillis() / 1000 - 10 * 1000;for (File f : files) String name = f.getName();if (f.isDirectory() && !name.equals(".") && !name.equals("..")) try Long fileTime = Long.parseLong(name);if (fileTime <= startTime) sendMsg(fileTime); catch (Exception ex) private String getCurrentTime()return Thread.currentThread().getName()+ ">>["+DateFormatUtils.format(new Date(), "yyyy-MM-dd HH:mm:ss")+"] "; private void sendMsg(long startTime) File lst = new File(getDelayPath() + File.separator + startTime); File[] files = lst.listFiles();if (files != null) for (File f : files) System.out.println( getCurrentTime()+"时间到发送>> "+ startTime+" to commitLog " + f.getName()); MessageExtBrokerInner msgInner = readFile(f);if (msgInner != null) putMessage(msgInner); System.out.println( getCurrentTime()+"写入log >> "+ startTime+" to commitLog " + f.getName()+" success"); f.delete(); lst.delete();
总结:rocketmq延迟队列实现主要是通过时间轮和文件来保存延时消息,等到了时间后,再写入延时队列,来达到延时的目的。
总共有4种方式来实现延时队列,可以参考延时队列的实现原理篇
https://www.cnblogs.com/tomj2ee/p/15815157.html
开源rocketmq延迟队列实现:
https://gitee.com/venus-suite/rocketmq-with-delivery-time.git
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