// Copyright (C) 2019-2020 Zilliz. All rights reserved. // // Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance // with the License. You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software distributed under the License // is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express // or implied. See the License for the specific language governing permissions and limitations under the License. package msgstream import ( "bytes" "context" "errors" "fmt" "path/filepath" "sync" "time" "github.com/golang/protobuf/proto" "github.com/opentracing/opentracing-go" "go.uber.org/zap" "github.com/milvus-io/milvus/internal/log" "github.com/milvus-io/milvus/internal/proto/commonpb" "github.com/milvus-io/milvus/internal/proto/internalpb" "github.com/milvus-io/milvus/internal/util/mqclient" "github.com/milvus-io/milvus/internal/util/retry" "github.com/milvus-io/milvus/internal/util/trace" ) var _ MsgStream = (*mqMsgStream)(nil) type mqMsgStream struct { ctx context.Context client mqclient.Client producers map[string]mqclient.Producer producerChannels []string consumers map[string]mqclient.Consumer consumerChannels []string repackFunc RepackFunc unmarshal UnmarshalDispatcher receiveBuf chan *MsgPack wait *sync.WaitGroup streamCancel func() bufSize int64 producerLock *sync.Mutex consumerLock *sync.Mutex } // NewMqMsgStream is used to generate a new mqMsgStream object func NewMqMsgStream(ctx context.Context, receiveBufSize int64, bufSize int64, client mqclient.Client, unmarshal UnmarshalDispatcher) (*mqMsgStream, error) { streamCtx, streamCancel := context.WithCancel(ctx) producers := make(map[string]mqclient.Producer) consumers := make(map[string]mqclient.Consumer) producerChannels := make([]string, 0) consumerChannels := make([]string, 0) receiveBuf := make(chan *MsgPack, receiveBufSize) stream := &mqMsgStream{ ctx: streamCtx, client: client, producers: producers, producerChannels: producerChannels, consumers: consumers, consumerChannels: consumerChannels, unmarshal: unmarshal, bufSize: bufSize, receiveBuf: receiveBuf, streamCancel: streamCancel, producerLock: &sync.Mutex{}, consumerLock: &sync.Mutex{}, wait: &sync.WaitGroup{}, } return stream, nil } // AsProducer create producer to send message to channels func (ms *mqMsgStream) AsProducer(channels []string) { for _, channel := range channels { if len(channel) == 0 { log.Error("MsgStream asProducer's channel is a empty string") break } fn := func() error { pp, err := ms.client.CreateProducer(mqclient.ProducerOptions{Topic: channel}) if err != nil { return err } if pp == nil { return errors.New("Producer is nil") } ms.producerLock.Lock() defer ms.producerLock.Unlock() ms.producers[channel] = pp ms.producerChannels = append(ms.producerChannels, channel) return nil } err := retry.Do(context.TODO(), fn, retry.Attempts(20), retry.Sleep(time.Millisecond*200)) if err != nil { errMsg := "Failed to create producer " + channel + ", error = " + err.Error() panic(errMsg) } } } // Create consumer to receive message from channels func (ms *mqMsgStream) AsConsumer(channels []string, subName string) { for _, channel := range channels { if _, ok := ms.consumers[channel]; ok { continue } fn := func() error { receiveChannel := make(chan mqclient.ConsumerMessage, ms.bufSize) pc, err := ms.client.Subscribe(mqclient.ConsumerOptions{ Topic: channel, SubscriptionName: subName, Type: mqclient.KeyShared, SubscriptionInitialPosition: mqclient.SubscriptionPositionEarliest, MessageChannel: receiveChannel, }) if err != nil { return err } if pc == nil { return errors.New("Consumer is nil") } ms.consumerLock.Lock() defer ms.consumerLock.Unlock() ms.consumers[channel] = pc ms.consumerChannels = append(ms.consumerChannels, channel) return nil } err := retry.Do(context.TODO(), fn, retry.Attempts(20), retry.Sleep(time.Millisecond*200)) if err != nil { errMsg := "Failed to create consumer " + channel + ", error = " + err.Error() panic(errMsg) } } } func (ms *mqMsgStream) SetRepackFunc(repackFunc RepackFunc) { ms.repackFunc = repackFunc } func (ms *mqMsgStream) Start() { for _, c := range ms.consumers { ms.wait.Add(1) go ms.receiveMsg(c) } } func (ms *mqMsgStream) Close() { ms.streamCancel() ms.wait.Wait() for _, producer := range ms.producers { if producer != nil { producer.Close() } } for _, consumer := range ms.consumers { if consumer != nil { consumer.Close() } } } func (ms *mqMsgStream) ComputeProduceChannelIndexes(tsMsgs []TsMsg) [][]int32 { if len(tsMsgs) <= 0 { return nil } reBucketValues := make([][]int32, len(tsMsgs)) channelNum := uint32(len(ms.producerChannels)) if channelNum == 0 { return nil } for idx, tsMsg := range tsMsgs { hashValues := tsMsg.HashKeys() bucketValues := make([]int32, len(hashValues)) for index, hashValue := range hashValues { bucketValues[index] = int32(hashValue % channelNum) } reBucketValues[idx] = bucketValues } return reBucketValues } func (ms *mqMsgStream) GetProduceChannels() []string { return ms.producerChannels } func (ms *mqMsgStream) Produce(msgPack *MsgPack) error { if msgPack == nil || len(msgPack.Msgs) <= 0 { log.Debug("Warning: Receive empty msgPack") return nil } if len(ms.producers) <= 0 { return errors.New("nil producer in msg stream") } tsMsgs := msgPack.Msgs reBucketValues := ms.ComputeProduceChannelIndexes(msgPack.Msgs) var result map[int32]*MsgPack var err error if ms.repackFunc != nil { result, err = ms.repackFunc(tsMsgs, reBucketValues) } else { msgType := (tsMsgs[0]).Type() switch msgType { case commonpb.MsgType_Insert: result, err = InsertRepackFunc(tsMsgs, reBucketValues) case commonpb.MsgType_Delete: result, err = DeleteRepackFunc(tsMsgs, reBucketValues) default: result, err = DefaultRepackFunc(tsMsgs, reBucketValues) } } if err != nil { return err } for k, v := range result { channel := ms.producerChannels[k] for i := 0; i < len(v.Msgs); i++ { sp, spanCtx := MsgSpanFromCtx(v.Msgs[i].TraceCtx(), v.Msgs[i]) mb, err := v.Msgs[i].Marshal(v.Msgs[i]) if err != nil { return err } m, err := convertToByteArray(mb) if err != nil { return err } msg := &mqclient.ProducerMessage{Payload: m, Properties: map[string]string{}} trace.InjectContextToPulsarMsgProperties(sp.Context(), msg.Properties) ms.producerLock.Lock() if _, err := ms.producers[channel].Send( spanCtx, msg, ); err != nil { ms.producerLock.Unlock() trace.LogError(sp, err) sp.Finish() return err } sp.Finish() ms.producerLock.Unlock() } } return nil } // ProduceMark send msg pack to all producers and returns corresponding msg id // the returned message id serves as marking func (ms *mqMsgStream) ProduceMark(msgPack *MsgPack) (map[string][]MessageID, error) { ids := make(map[string][]MessageID) if msgPack == nil || len(msgPack.Msgs) <= 0 { return ids, errors.New("empty msgs") } if len(ms.producers) <= 0 { return ids, errors.New("nil producer in msg stream") } tsMsgs := msgPack.Msgs reBucketValues := ms.ComputeProduceChannelIndexes(msgPack.Msgs) var result map[int32]*MsgPack var err error if ms.repackFunc != nil { result, err = ms.repackFunc(tsMsgs, reBucketValues) } else { msgType := (tsMsgs[0]).Type() switch msgType { case commonpb.MsgType_Insert: result, err = InsertRepackFunc(tsMsgs, reBucketValues) case commonpb.MsgType_Delete: result, err = DeleteRepackFunc(tsMsgs, reBucketValues) default: result, err = DefaultRepackFunc(tsMsgs, reBucketValues) } } if err != nil { return ids, err } for k, v := range result { channel := ms.producerChannels[k] for i, tsMsg := range v.Msgs { sp, spanCtx := MsgSpanFromCtx(v.Msgs[i].TraceCtx(), tsMsg) mb, err := tsMsg.Marshal(tsMsg) if err != nil { return ids, err } m, err := convertToByteArray(mb) if err != nil { return ids, err } msg := &mqclient.ProducerMessage{Payload: m, Properties: map[string]string{}} trace.InjectContextToPulsarMsgProperties(sp.Context(), msg.Properties) ms.producerLock.Lock() id, err := ms.producers[channel].Send( spanCtx, msg, ) if err != nil { ms.producerLock.Unlock() trace.LogError(sp, err) sp.Finish() return ids, err } ids[channel] = append(ids[channel], id) sp.Finish() ms.producerLock.Unlock() } } return ids, nil } // Broadcast put msgPack to all producer in current msgstream // which ignores repackFunc logic func (ms *mqMsgStream) Broadcast(msgPack *MsgPack) error { if msgPack == nil || len(msgPack.Msgs) <= 0 { log.Debug("Warning: Receive empty msgPack") return nil } for _, v := range msgPack.Msgs { sp, spanCtx := MsgSpanFromCtx(v.TraceCtx(), v) mb, err := v.Marshal(v) if err != nil { return err } m, err := convertToByteArray(mb) if err != nil { return err } msg := &mqclient.ProducerMessage{Payload: m, Properties: map[string]string{}} trace.InjectContextToPulsarMsgProperties(sp.Context(), msg.Properties) ms.producerLock.Lock() for _, producer := range ms.producers { if _, err := producer.Send( spanCtx, msg, ); err != nil { ms.producerLock.Unlock() trace.LogError(sp, err) sp.Finish() return err } } ms.producerLock.Unlock() sp.Finish() } return nil } // BroadcastMark broadcast msg pack to all producers and returns corresponding msg id // the returned message id serves as marking func (ms *mqMsgStream) BroadcastMark(msgPack *MsgPack) (map[string][]MessageID, error) { ids := make(map[string][]MessageID) if msgPack == nil || len(msgPack.Msgs) <= 0 { return ids, errors.New("empty msgs") } for _, v := range msgPack.Msgs { sp, spanCtx := MsgSpanFromCtx(v.TraceCtx(), v) mb, err := v.Marshal(v) if err != nil { return ids, err } m, err := convertToByteArray(mb) if err != nil { return ids, err } msg := &mqclient.ProducerMessage{Payload: m, Properties: map[string]string{}} trace.InjectContextToPulsarMsgProperties(sp.Context(), msg.Properties) ms.producerLock.Lock() for channel, producer := range ms.producers { id, err := producer.Send(spanCtx, msg) if err != nil { ms.producerLock.Unlock() trace.LogError(sp, err) sp.Finish() return ids, err } ids[channel] = append(ids[channel], id) } ms.producerLock.Unlock() sp.Finish() } return ids, nil } func (ms *mqMsgStream) Consume() *MsgPack { for { select { case <-ms.ctx.Done(): //log.Debug("context closed") return nil case cm, ok := <-ms.receiveBuf: if !ok { log.Debug("buf chan closed") return nil } return cm } } } func (ms *mqMsgStream) getTsMsgFromConsumerMsg(msg mqclient.ConsumerMessage) (TsMsg, error) { header := commonpb.MsgHeader{} err := proto.Unmarshal(msg.Payload(), &header) if err != nil { return nil, fmt.Errorf("Failed to unmarshal message header, err %s", err.Error()) } tsMsg, err := ms.unmarshal.Unmarshal(msg.Payload(), header.Base.MsgType) if err != nil { return nil, fmt.Errorf("Failed to unmarshal tsMsg, err %s", err.Error()) } // set msg info to tsMsg tsMsg.SetPosition(&MsgPosition{ ChannelName: filepath.Base(msg.Topic()), MsgID: msg.ID().Serialize(), }) return tsMsg, nil } func (ms *mqMsgStream) receiveMsg(consumer mqclient.Consumer) { defer ms.wait.Done() for { select { case <-ms.ctx.Done(): return case msg, ok := <-consumer.Chan(): if !ok { return } consumer.Ack(msg) tsMsg, err := ms.getTsMsgFromConsumerMsg(msg) if err != nil { log.Error("Failed to getTsMsgFromConsumerMsg", zap.Error(err)) continue } pos := tsMsg.Position() tsMsg.SetPosition(&MsgPosition{ ChannelName: pos.ChannelName, MsgID: pos.MsgID, MsgGroup: consumer.Subscription(), Timestamp: tsMsg.BeginTs(), }) sp, ok := ExtractFromPulsarMsgProperties(tsMsg, msg.Properties()) if ok { tsMsg.SetTraceCtx(opentracing.ContextWithSpan(context.Background(), sp)) } msgPack := MsgPack{ Msgs: []TsMsg{tsMsg}, StartPositions: []*internalpb.MsgPosition{tsMsg.Position()}, EndPositions: []*internalpb.MsgPosition{tsMsg.Position()}, } ms.receiveBuf <- &msgPack sp.Finish() } } } func (ms *mqMsgStream) Chan() <-chan *MsgPack { return ms.receiveBuf } // Seek reset the subscription associated with this consumer to a specific position func (ms *mqMsgStream) Seek(msgPositions []*internalpb.MsgPosition) error { for _, mp := range msgPositions { consumer, ok := ms.consumers[mp.ChannelName] if !ok { return fmt.Errorf("channel %s not subscribed", mp.ChannelName) } messageID, err := ms.client.BytesToMsgID(mp.MsgID) if err != nil { return err } log.Debug("MsgStream begin to seek", zap.Any("MessageID", messageID)) err = consumer.Seek(messageID) if err != nil { return err } log.Debug("MsgStream seek finished", zap.Any("MessageID", messageID)) if _, ok := consumer.(*mqclient.RmqConsumer); !ok { log.Debug("MsgStream begin to read one message after seek") msg, ok := <-consumer.Chan() if !ok { return errors.New("consumer closed") } log.Debug("MsgStream finish reading one message after seek") consumer.Ack(msg) if !bytes.Equal(msg.ID().Serialize(), messageID.Serialize()) { err = fmt.Errorf("seek msg not correct") log.Error("msMsgStream seek", zap.Error(err)) } } } return nil } var _ MsgStream = (*MqTtMsgStream)(nil) // MqTtMsgStream is a msgstream that contains timeticks type MqTtMsgStream struct { mqMsgStream chanMsgBuf map[mqclient.Consumer][]TsMsg chanMsgPos map[mqclient.Consumer]*internalpb.MsgPosition chanStopChan map[mqclient.Consumer]chan bool chanTtMsgTime map[mqclient.Consumer]Timestamp chanMsgBufMutex *sync.Mutex chanTtMsgTimeMutex *sync.RWMutex chanWaitGroup *sync.WaitGroup lastTimeStamp Timestamp syncConsumer chan int } // NewMqTtMsgStream is used to generate a new MqTtMsgStream object func NewMqTtMsgStream(ctx context.Context, receiveBufSize int64, bufSize int64, client mqclient.Client, unmarshal UnmarshalDispatcher) (*MqTtMsgStream, error) { msgStream, err := NewMqMsgStream(ctx, receiveBufSize, bufSize, client, unmarshal) if err != nil { return nil, err } chanMsgBuf := make(map[mqclient.Consumer][]TsMsg) chanMsgPos := make(map[mqclient.Consumer]*internalpb.MsgPosition) chanStopChan := make(map[mqclient.Consumer]chan bool) chanTtMsgTime := make(map[mqclient.Consumer]Timestamp) syncConsumer := make(chan int, 1) return &MqTtMsgStream{ mqMsgStream: *msgStream, chanMsgBuf: chanMsgBuf, chanMsgPos: chanMsgPos, chanStopChan: chanStopChan, chanTtMsgTime: chanTtMsgTime, chanMsgBufMutex: &sync.Mutex{}, chanTtMsgTimeMutex: &sync.RWMutex{}, chanWaitGroup: &sync.WaitGroup{}, syncConsumer: syncConsumer, }, nil } func (ms *MqTtMsgStream) addConsumer(consumer mqclient.Consumer, channel string) { if len(ms.consumers) == 0 { ms.syncConsumer <- 1 } ms.consumers[channel] = consumer ms.consumerChannels = append(ms.consumerChannels, channel) ms.chanMsgBuf[consumer] = make([]TsMsg, 0) ms.chanMsgPos[consumer] = &internalpb.MsgPosition{ ChannelName: channel, MsgID: make([]byte, 0), Timestamp: ms.lastTimeStamp, } ms.chanStopChan[consumer] = make(chan bool) ms.chanTtMsgTime[consumer] = 0 } // AsConsumer subscribes channels as consumer for a MsgStream func (ms *MqTtMsgStream) AsConsumer(channels []string, subName string) { for _, channel := range channels { if _, ok := ms.consumers[channel]; ok { continue } fn := func() error { receiveChannel := make(chan mqclient.ConsumerMessage, ms.bufSize) pc, err := ms.client.Subscribe(mqclient.ConsumerOptions{ Topic: channel, SubscriptionName: subName, Type: mqclient.KeyShared, SubscriptionInitialPosition: mqclient.SubscriptionPositionEarliest, MessageChannel: receiveChannel, }) if err != nil { return err } if pc == nil { return errors.New("Consumer is nil") } ms.consumerLock.Lock() defer ms.consumerLock.Unlock() ms.addConsumer(pc, channel) return nil } err := retry.Do(context.TODO(), fn, retry.Attempts(20), retry.Sleep(time.Millisecond*200)) if err != nil { errMsg := "Failed to create consumer " + channel + ", error = " + err.Error() panic(errMsg) } } } // Start will start a goroutine which keep carrying msg from pulsar/rocksmq to golang chan func (ms *MqTtMsgStream) Start() { if ms.consumers != nil { ms.wait.Add(1) go ms.bufMsgPackToChannel() } } // Close will stop goroutine and free internal producers and consumers func (ms *MqTtMsgStream) Close() { ms.streamCancel() close(ms.syncConsumer) ms.wait.Wait() for _, producer := range ms.producers { if producer != nil { producer.Close() } } for _, consumer := range ms.consumers { if consumer != nil { consumer.Close() } } } func (ms *MqTtMsgStream) bufMsgPackToChannel() { defer ms.wait.Done() chanTtMsgSync := make(map[mqclient.Consumer]bool) // block here until addConsumer if _, ok := <-ms.syncConsumer; !ok { log.Debug("consumer closed!") return } for { select { case <-ms.ctx.Done(): return default: ms.consumerLock.Lock() // wait all channels get ttMsg for _, consumer := range ms.consumers { if !chanTtMsgSync[consumer] { ms.chanWaitGroup.Add(1) go ms.consumeToTtMsg(consumer) } } ms.chanWaitGroup.Wait() // block here until all channels reach same timetick currTs, ok := ms.allChanReachSameTtMsg(chanTtMsgSync) if !ok || currTs <= ms.lastTimeStamp { //log.Printf("All timeTick's timestamps are inconsistent") ms.consumerLock.Unlock() continue } timeTickBuf := make([]TsMsg, 0) startMsgPosition := make([]*internalpb.MsgPosition, 0) endMsgPositions := make([]*internalpb.MsgPosition, 0) ms.chanMsgBufMutex.Lock() for consumer, msgs := range ms.chanMsgBuf { if len(msgs) == 0 { continue } tempBuffer := make([]TsMsg, 0) var timeTickMsg TsMsg for _, v := range msgs { if v.Type() == commonpb.MsgType_TimeTick { timeTickMsg = v continue } if v.EndTs() <= currTs { timeTickBuf = append(timeTickBuf, v) //log.Debug("pack msg", zap.Uint64("curr", v.EndTs()), zap.Uint64("currTs", currTs)) } else { tempBuffer = append(tempBuffer, v) } } ms.chanMsgBuf[consumer] = tempBuffer startMsgPosition = append(startMsgPosition, proto.Clone(ms.chanMsgPos[consumer]).(*internalpb.MsgPosition)) var newPos *internalpb.MsgPosition if len(tempBuffer) > 0 { // if tempBuffer is not empty, use tempBuffer[0] to seek newPos = &internalpb.MsgPosition{ ChannelName: tempBuffer[0].Position().ChannelName, MsgID: tempBuffer[0].Position().MsgID, Timestamp: currTs, MsgGroup: consumer.Subscription(), } endMsgPositions = append(endMsgPositions, newPos) } else if timeTickMsg != nil { // if tempBuffer is empty, use timeTickMsg to seek newPos = &internalpb.MsgPosition{ ChannelName: timeTickMsg.Position().ChannelName, MsgID: timeTickMsg.Position().MsgID, Timestamp: currTs, MsgGroup: consumer.Subscription(), } endMsgPositions = append(endMsgPositions, newPos) } ms.chanMsgPos[consumer] = newPos } ms.chanMsgBufMutex.Unlock() ms.consumerLock.Unlock() msgPack := MsgPack{ BeginTs: ms.lastTimeStamp, EndTs: currTs, Msgs: timeTickBuf, StartPositions: startMsgPosition, EndPositions: endMsgPositions, } //log.Debug("send msg pack", zap.Int("len", len(msgPack.Msgs)), zap.Uint64("currTs", currTs)) ms.receiveBuf <- &msgPack ms.lastTimeStamp = currTs } } } // Save all msgs into chanMsgBuf[] till receive one ttMsg func (ms *MqTtMsgStream) consumeToTtMsg(consumer mqclient.Consumer) { defer ms.chanWaitGroup.Done() for { select { case <-ms.ctx.Done(): return case <-ms.chanStopChan[consumer]: return case msg, ok := <-consumer.Chan(): if !ok { log.Debug("consumer closed!") return } consumer.Ack(msg) tsMsg, err := ms.getTsMsgFromConsumerMsg(msg) if err != nil { log.Error("Failed to getTsMsgFromConsumerMsg", zap.Error(err)) continue } sp, ok := ExtractFromPulsarMsgProperties(tsMsg, msg.Properties()) if ok { tsMsg.SetTraceCtx(opentracing.ContextWithSpan(context.Background(), sp)) } ms.chanMsgBufMutex.Lock() ms.chanMsgBuf[consumer] = append(ms.chanMsgBuf[consumer], tsMsg) ms.chanMsgBufMutex.Unlock() if tsMsg.Type() == commonpb.MsgType_TimeTick { ms.chanTtMsgTimeMutex.Lock() ms.chanTtMsgTime[consumer] = tsMsg.(*TimeTickMsg).Base.Timestamp ms.chanTtMsgTimeMutex.Unlock() sp.Finish() return } sp.Finish() } } } // return true only when all channels reach same timetick func (ms *MqTtMsgStream) allChanReachSameTtMsg(chanTtMsgSync map[mqclient.Consumer]bool) (Timestamp, bool) { tsMap := make(map[Timestamp]int) var maxTime Timestamp = 0 for _, t := range ms.chanTtMsgTime { tsMap[t]++ if t > maxTime { maxTime = t } } // when all channels reach same timetick, timeMap should contain only 1 timestamp if len(tsMap) <= 1 { for consumer := range ms.chanTtMsgTime { chanTtMsgSync[consumer] = false } return maxTime, true } for consumer := range ms.chanTtMsgTime { ms.chanTtMsgTimeMutex.RLock() chanTtMsgSync[consumer] = (ms.chanTtMsgTime[consumer] == maxTime) ms.chanTtMsgTimeMutex.RUnlock() } return 0, false } // Seek to the specified position func (ms *MqTtMsgStream) Seek(msgPositions []*internalpb.MsgPosition) error { var consumer mqclient.Consumer var mp *MsgPosition var err error fn := func() error { var ok bool consumer, ok = ms.consumers[mp.ChannelName] if !ok { return fmt.Errorf("please subcribe the channel, channel name =%s", mp.ChannelName) } if consumer == nil { return fmt.Errorf("consumer is nil") } seekMsgID, err := ms.client.BytesToMsgID(mp.MsgID) if err != nil { return err } err = consumer.Seek(seekMsgID) if err != nil { return err } return nil } ms.consumerLock.Lock() defer ms.consumerLock.Unlock() for idx := range msgPositions { mp = msgPositions[idx] if len(mp.MsgID) == 0 { return fmt.Errorf("when msgID's length equal to 0, please use AsConsumer interface") } if err = retry.Do(context.TODO(), fn, retry.Attempts(20), retry.Sleep(time.Millisecond*200)); err != nil { return fmt.Errorf("Failed to seek, error %s", err.Error()) } ms.addConsumer(consumer, mp.ChannelName) //TODO: May cause problem //if len(consumer.Chan()) == 0 { // return nil //} runLoop := true for runLoop { select { case <-ms.ctx.Done(): return nil case msg, ok := <-consumer.Chan(): if !ok { return fmt.Errorf("consumer closed") } consumer.Ack(msg) headerMsg := commonpb.MsgHeader{} err := proto.Unmarshal(msg.Payload(), &headerMsg) if err != nil { return fmt.Errorf("Failed to unmarshal message header, err %s", err.Error()) } tsMsg, err := ms.unmarshal.Unmarshal(msg.Payload(), headerMsg.Base.MsgType) if err != nil { return fmt.Errorf("Failed to unmarshal tsMsg, err %s", err.Error()) } if tsMsg.Type() == commonpb.MsgType_TimeTick && tsMsg.BeginTs() >= mp.Timestamp { runLoop = false break } else if tsMsg.BeginTs() > mp.Timestamp { tsMsg.SetPosition(&MsgPosition{ ChannelName: filepath.Base(msg.Topic()), MsgID: msg.ID().Serialize(), }) ms.chanMsgBuf[consumer] = append(ms.chanMsgBuf[consumer], tsMsg) } } } } return nil }