milvus/internal/msgstream/rmqms/rmq_msgstream.go
yukun 563a8d66ae Add RmqTtMsgStream
Signed-off-by: yukun <kun.yu@zilliz.com>
2021-02-07 15:10:13 +08:00

615 lines
16 KiB
Go

package rmqms
import (
"context"
"errors"
"log"
"path/filepath"
"reflect"
"strconv"
"sync"
"github.com/gogo/protobuf/proto"
"github.com/zilliztech/milvus-distributed/internal/msgstream/util"
"github.com/zilliztech/milvus-distributed/internal/proto/commonpb"
rocksmq "github.com/zilliztech/milvus-distributed/internal/util/rocksmq"
"github.com/zilliztech/milvus-distributed/internal/msgstream"
)
type TsMsg = msgstream.TsMsg
type MsgPack = msgstream.MsgPack
type MsgType = msgstream.MsgType
type UniqueID = msgstream.UniqueID
type BaseMsg = msgstream.BaseMsg
type Timestamp = msgstream.Timestamp
type IntPrimaryKey = msgstream.IntPrimaryKey
type TimeTickMsg = msgstream.TimeTickMsg
type QueryNodeStatsMsg = msgstream.QueryNodeStatsMsg
type RepackFunc = msgstream.RepackFunc
type RmqMsgStream struct {
isServing int64
ctx context.Context
repackFunc msgstream.RepackFunc
consumers []rocksmq.Consumer
consumerChannels []string
producers []string
unmarshal msgstream.UnmarshalDispatcher
receiveBuf chan *msgstream.MsgPack
wait *sync.WaitGroup
// tso ticker
streamCancel func()
rmqBufSize int64
consumerLock *sync.Mutex
consumerReflects []reflect.SelectCase
}
func newRmqMsgStream(ctx context.Context, receiveBufSize int64, rmqBufSize int64,
unmarshal msgstream.UnmarshalDispatcher) (*RmqMsgStream, error) {
streamCtx, streamCancel := context.WithCancel(ctx)
receiveBuf := make(chan *msgstream.MsgPack, receiveBufSize)
consumerChannels := make([]string, 0)
consumerReflects := make([]reflect.SelectCase, 0)
stream := &RmqMsgStream{
ctx: streamCtx,
receiveBuf: receiveBuf,
unmarshal: unmarshal,
streamCancel: streamCancel,
rmqBufSize: rmqBufSize,
consumerChannels: consumerChannels,
consumerReflects: consumerReflects,
}
return stream, nil
}
func (ms *RmqMsgStream) Start() {
ms.wait = &sync.WaitGroup{}
if ms.consumers != nil {
ms.wait.Add(1)
go ms.bufMsgPackToChannel()
}
}
func (ms *RmqMsgStream) Close() {
ms.streamCancel()
for _, producer := range ms.producers {
if producer != "" {
_ = rocksmq.Rmq.DestroyChannel(producer)
}
}
for _, consumer := range ms.consumers {
_ = rocksmq.Rmq.DestroyConsumerGroup(consumer.GroupName, consumer.ChannelName)
close(consumer.MsgNum)
}
}
type propertiesReaderWriter struct {
ppMap map[string]string
}
func (ms *RmqMsgStream) SetRepackFunc(repackFunc RepackFunc) {
ms.repackFunc = repackFunc
}
func (ms *RmqMsgStream) AsProducer(channels []string) {
for _, channel := range channels {
// TODO(yhz): Here may allow to create an existing channel
if err := rocksmq.Rmq.CreateChannel(channel); err != nil {
errMsg := "Failed to create producer " + channel + ", error = " + err.Error()
panic(errMsg)
}
ms.producers = append(ms.producers, channel)
}
}
func (ms *RmqMsgStream) AsConsumer(channels []string, groupName string) {
for _, channelName := range channels {
consumer, err := rocksmq.Rmq.CreateConsumerGroup(groupName, channelName)
if err != nil {
panic(err.Error())
}
consumer.MsgNum = make(chan int, ms.rmqBufSize)
ms.consumers = append(ms.consumers, *consumer)
ms.consumerChannels = append(ms.consumerChannels, channelName)
ms.consumerReflects = append(ms.consumerReflects, reflect.SelectCase{
Dir: reflect.SelectRecv,
Chan: reflect.ValueOf(consumer.MsgNum),
})
}
}
func (ms *RmqMsgStream) Produce(pack *msgstream.MsgPack) error {
tsMsgs := pack.Msgs
if len(tsMsgs) <= 0 {
log.Printf("Warning: Receive empty msgPack")
return nil
}
if len(ms.producers) <= 0 {
return errors.New("nil producer in msg stream")
}
reBucketValues := make([][]int32, len(tsMsgs))
for channelID, tsMsg := range tsMsgs {
hashValues := tsMsg.HashKeys()
bucketValues := make([]int32, len(hashValues))
for index, hashValue := range hashValues {
if tsMsg.Type() == commonpb.MsgType_kSearchResult {
searchResult := tsMsg.(*msgstream.SearchResultMsg)
channelID := searchResult.ResultChannelID
channelIDInt, _ := strconv.ParseInt(channelID, 10, 64)
if channelIDInt >= int64(len(ms.producers)) {
return errors.New("Failed to produce pulsar msg to unKnow channel")
}
bucketValues[index] = int32(channelIDInt)
continue
}
bucketValues[index] = int32(hashValue % uint32(len(ms.producers)))
}
reBucketValues[channelID] = bucketValues
}
var result map[int32]*msgstream.MsgPack
var err error
if ms.repackFunc != nil {
result, err = ms.repackFunc(tsMsgs, reBucketValues)
} else {
msgType := (tsMsgs[0]).Type()
switch msgType {
case commonpb.MsgType_kInsert:
result, err = util.InsertRepackFunc(tsMsgs, reBucketValues)
case commonpb.MsgType_kDelete:
result, err = util.DeleteRepackFunc(tsMsgs, reBucketValues)
default:
result, err = util.DefaultRepackFunc(tsMsgs, reBucketValues)
}
}
if err != nil {
return err
}
for k, v := range result {
for i := 0; i < len(v.Msgs); i++ {
mb, err := v.Msgs[i].Marshal(v.Msgs[i])
if err != nil {
return err
}
//
//msg := &pulsar.ProducerMessage{Payload: mb}
//var child opentracing.Span
if v.Msgs[i].Type() == commonpb.MsgType_kInsert ||
v.Msgs[i].Type() == commonpb.MsgType_kSearch ||
v.Msgs[i].Type() == commonpb.MsgType_kSearchResult {
//tracer := opentracing.GlobalTracer()
//ctx := v.Msgs[i].GetMsgContext()
//if ctx == nil {
// ctx = context.Background()
//}
//
//if parent := opentracing.SpanFromContext(ctx); parent != nil {
// child = tracer.StartSpan("start send pulsar msg",
// opentracing.FollowsFrom(parent.Context()))
//} else {
// child = tracer.StartSpan("start send pulsar msg")
//}
//child.SetTag("hash keys", v.Msgs[i].HashKeys())
//child.SetTag("start time", v.Msgs[i].BeginTs())
//child.SetTag("end time", v.Msgs[i].EndTs())
//child.SetTag("msg type", v.Msgs[i].Type())
//msg.Properties = make(map[string]string)
//err = tracer.Inject(child.Context(), opentracing.TextMap, &propertiesReaderWriter{msg.Properties})
//if err != nil {
// child.LogFields(oplog.Error(err))
// child.Finish()
// return err
//}
//child.LogFields(oplog.String("inject success", "inject success"))
}
m, err := msgstream.ConvertToByteArray(mb)
if err != nil {
return err
}
msg := make([]rocksmq.ProducerMessage, 0)
msg = append(msg, *rocksmq.NewProducerMessage(m))
if err := rocksmq.Rmq.Produce(ms.producers[k], msg); err != nil {
return err
}
}
}
return nil
}
func (ms *RmqMsgStream) Broadcast(msgPack *MsgPack) error {
producerLen := len(ms.producers)
for _, v := range msgPack.Msgs {
mb, err := v.Marshal(v)
if err != nil {
return err
}
m, err := msgstream.ConvertToByteArray(mb)
if err != nil {
return err
}
msg := make([]rocksmq.ProducerMessage, 0)
msg = append(msg, *rocksmq.NewProducerMessage(m))
for i := 0; i < producerLen; i++ {
if err := rocksmq.Rmq.Produce(ms.producers[i], msg); err != nil {
return err
}
}
}
return nil
}
func (ms *RmqMsgStream) Consume() *msgstream.MsgPack {
for {
select {
case cm, ok := <-ms.receiveBuf:
if !ok {
log.Println("buf chan closed")
return nil
}
return cm
case <-ms.ctx.Done():
log.Printf("context closed")
return nil
}
}
}
func (ms *RmqMsgStream) bufMsgPackToChannel() {
defer ms.wait.Done()
for {
select {
case <-ms.ctx.Done():
log.Println("done")
return
default:
tsMsgList := make([]msgstream.TsMsg, 0)
for {
chosen, value, ok := reflect.Select(ms.consumerReflects)
if !ok {
log.Printf("channel closed")
return
}
msgNum := value.Interface().(int)
rmqMsg, err := rocksmq.Rmq.Consume(ms.consumers[chosen].GroupName, ms.consumers[chosen].ChannelName, msgNum)
if err != nil {
log.Printf("Failed to consume message in rocksmq, error = %v", err)
continue
}
for j := 0; j < len(rmqMsg); j++ {
headerMsg := commonpb.MsgHeader{}
err := proto.Unmarshal(rmqMsg[j].Payload, &headerMsg)
if err != nil {
log.Printf("Failed to unmarshal message header, error = %v", err)
continue
}
tsMsg, err := ms.unmarshal.Unmarshal(rmqMsg[j].Payload, headerMsg.Base.MsgType)
if err != nil {
log.Printf("Failed to unmarshal tsMsg, error = %v", err)
continue
}
tsMsgList = append(tsMsgList, tsMsg)
}
noMoreMessage := true
for k := 0; k < len(ms.consumers); k++ {
if len(ms.consumers[k].MsgNum) > 0 {
noMoreMessage = false
}
}
if noMoreMessage {
break
}
}
if len(tsMsgList) > 0 {
msgPack := util.MsgPack{Msgs: tsMsgList}
ms.receiveBuf <- &msgPack
}
}
}
}
func (ms *RmqMsgStream) Chan() <-chan *msgstream.MsgPack {
return ms.receiveBuf
}
func (ms *RmqMsgStream) Seek(offset *msgstream.MsgPosition) error {
for i := 0; i < len(ms.consumers); i++ {
if ms.consumers[i].ChannelName == offset.ChannelName {
messageID, err := strconv.ParseInt(offset.MsgID, 10, 64)
if err != nil {
return err
}
err = rocksmq.Rmq.Seek(ms.consumers[i].GroupName, ms.consumers[i].ChannelName, messageID)
if err != nil {
return err
}
return nil
}
}
return errors.New("msgStream seek fail")
}
type RmqTtMsgStream struct {
RmqMsgStream
unsolvedBuf map[rocksmq.Consumer][]TsMsg
unsolvedMutex *sync.Mutex
lastTimeStamp Timestamp
}
func NewRmqTtMsgStream(ctx context.Context, receiveBufSize int64, rmqBufSize int64,
unmarshal msgstream.UnmarshalDispatcher) (*RmqTtMsgStream, error) {
rmqMsgStream, err := newRmqMsgStream(ctx, receiveBufSize, rmqBufSize, unmarshal)
if err != nil {
return nil, err
}
unsolvedBuf := make(map[rocksmq.Consumer][]TsMsg)
return &RmqTtMsgStream{
RmqMsgStream: *rmqMsgStream,
unsolvedBuf: unsolvedBuf,
unsolvedMutex: &sync.Mutex{},
}, nil
}
func (ms *RmqTtMsgStream) AsConsumer(channels []string,
groupName string) {
for _, channelName := range channels {
consumer, err := rocksmq.Rmq.CreateConsumerGroup(groupName, channelName)
if err != nil {
panic(err.Error())
}
consumer.MsgNum = make(chan int, ms.rmqBufSize)
ms.consumers = append(ms.consumers, *consumer)
ms.consumerReflects = append(ms.consumerReflects, reflect.SelectCase{
Dir: reflect.SelectRecv,
Chan: reflect.ValueOf(consumer.MsgNum),
})
}
}
func (ms *RmqTtMsgStream) Start() {
ms.wait = &sync.WaitGroup{}
if ms.consumers != nil {
ms.wait.Add(1)
go ms.bufMsgPackToChannel()
}
}
func (ms *RmqTtMsgStream) bufMsgPackToChannel() {
defer ms.wait.Done()
ms.unsolvedBuf = make(map[rocksmq.Consumer][]TsMsg)
isChannelReady := make(map[rocksmq.Consumer]bool)
eofMsgTimeStamp := make(map[rocksmq.Consumer]Timestamp)
for {
select {
case <-ms.ctx.Done():
return
default:
wg := sync.WaitGroup{}
findMapMutex := sync.RWMutex{}
ms.consumerLock.Lock()
for _, consumer := range ms.consumers {
if isChannelReady[consumer] {
continue
}
wg.Add(1)
go ms.findTimeTick(consumer, eofMsgTimeStamp, &wg, &findMapMutex)
}
wg.Wait()
timeStamp, ok := checkTimeTickMsg(eofMsgTimeStamp, isChannelReady, &findMapMutex)
ms.consumerLock.Unlock()
if !ok || timeStamp <= ms.lastTimeStamp {
//log.Printf("All timeTick's timestamps are inconsistent")
continue
}
timeTickBuf := make([]TsMsg, 0)
msgPositions := make([]*msgstream.MsgPosition, 0)
ms.unsolvedMutex.Lock()
for consumer, msgs := range ms.unsolvedBuf {
tempBuffer := make([]TsMsg, 0)
var timeTickMsg TsMsg
for _, v := range msgs {
if v.Type() == commonpb.MsgType_kTimeTick {
timeTickMsg = v
continue
}
if v.EndTs() <= timeStamp {
timeTickBuf = append(timeTickBuf, v)
} else {
tempBuffer = append(tempBuffer, v)
}
}
ms.unsolvedBuf[consumer] = tempBuffer
if len(tempBuffer) > 0 {
msgPositions = append(msgPositions, &msgstream.MsgPosition{
ChannelName: tempBuffer[0].Position().ChannelName,
MsgID: tempBuffer[0].Position().MsgID,
Timestamp: timeStamp,
})
} else {
msgPositions = append(msgPositions, &msgstream.MsgPosition{
ChannelName: timeTickMsg.Position().ChannelName,
MsgID: timeTickMsg.Position().MsgID,
Timestamp: timeStamp,
})
}
}
ms.unsolvedMutex.Unlock()
msgPack := MsgPack{
BeginTs: ms.lastTimeStamp,
EndTs: timeStamp,
Msgs: timeTickBuf,
StartPositions: msgPositions,
}
ms.receiveBuf <- &msgPack
ms.lastTimeStamp = timeStamp
}
}
}
func (ms *RmqTtMsgStream) findTimeTick(consumer rocksmq.Consumer,
eofMsgMap map[rocksmq.Consumer]Timestamp,
wg *sync.WaitGroup,
findMapMutex *sync.RWMutex) {
defer wg.Done()
for {
select {
case <-ms.ctx.Done():
return
case num, ok := <-consumer.MsgNum:
if !ok {
log.Printf("consumer closed!")
return
}
rmqMsg, err := rocksmq.Rmq.Consume(consumer.GroupName, consumer.ChannelName, num)
if err != nil {
log.Printf("Failed to consume message in rocksmq, error = %v", err)
continue
}
for j := 0; j < len(rmqMsg); j++ {
headerMsg := commonpb.MsgHeader{}
err := proto.Unmarshal(rmqMsg[j].Payload, &headerMsg)
if err != nil {
log.Printf("Failed to unmarshal message header, error = %v", err)
continue
}
tsMsg, err := ms.unmarshal.Unmarshal(rmqMsg[j].Payload, headerMsg.Base.MsgType)
if err != nil {
log.Printf("Failed to unmarshal tsMsg, error = %v", err)
continue
}
tsMsg.SetPosition(&msgstream.MsgPosition{
ChannelName: filepath.Base(consumer.ChannelName),
MsgID: strconv.Itoa(int(rmqMsg[j].MsgID)),
})
ms.unsolvedMutex.Lock()
ms.unsolvedBuf[consumer] = append(ms.unsolvedBuf[consumer], tsMsg)
ms.unsolvedMutex.Unlock()
if headerMsg.Base.MsgType == commonpb.MsgType_kTimeTick {
findMapMutex.Lock()
eofMsgMap[consumer] = tsMsg.(*TimeTickMsg).Base.Timestamp
findMapMutex.Unlock()
return
}
}
}
}
}
func (ms *RmqTtMsgStream) Seek(mp *msgstream.MsgPosition) error {
var consumer rocksmq.Consumer
var msgID UniqueID
for index, channel := range ms.consumerChannels {
if filepath.Base(channel) == filepath.Base(mp.ChannelName) {
consumer = ms.consumers[index]
seekMsgID, err := strconv.ParseInt(mp.MsgID, 10, 64)
if err != nil {
return err
}
msgID = UniqueID(seekMsgID)
break
}
}
err := rocksmq.Rmq.Seek(consumer.GroupName, consumer.ChannelName, msgID)
if err != nil {
return err
}
ms.unsolvedMutex.Lock()
ms.unsolvedBuf[consumer] = make([]TsMsg, 0)
for {
select {
case <-ms.ctx.Done():
return nil
case num, ok := <-consumer.MsgNum:
if !ok {
return errors.New("consumer closed")
}
rmqMsg, err := rocksmq.Rmq.Consume(consumer.GroupName, consumer.ChannelName, num)
if err != nil {
log.Printf("Failed to consume message in rocksmq, error = %v", err)
continue
}
for j := 0; j < len(rmqMsg); j++ {
headerMsg := commonpb.MsgHeader{}
err := proto.Unmarshal(rmqMsg[j].Payload, &headerMsg)
if err != nil {
log.Printf("Failed to unmarshal message header, error = %v", err)
}
tsMsg, err := ms.unmarshal.Unmarshal(rmqMsg[j].Payload, headerMsg.Base.MsgType)
if err != nil {
log.Printf("Failed to unmarshal tsMsg, error = %v", err)
}
if headerMsg.Base.MsgType == commonpb.MsgType_kTimeTick {
if tsMsg.BeginTs() >= mp.Timestamp {
ms.unsolvedMutex.Unlock()
return nil
}
continue
}
if tsMsg.BeginTs() > mp.Timestamp {
tsMsg.SetPosition(&msgstream.MsgPosition{
ChannelName: filepath.Base(consumer.ChannelName),
MsgID: strconv.Itoa(int(rmqMsg[j].MsgID)),
})
ms.unsolvedBuf[consumer] = append(ms.unsolvedBuf[consumer], tsMsg)
}
}
}
}
}
func checkTimeTickMsg(msg map[rocksmq.Consumer]Timestamp,
isChannelReady map[rocksmq.Consumer]bool,
mu *sync.RWMutex) (Timestamp, bool) {
checkMap := make(map[Timestamp]int)
var maxTime Timestamp = 0
for _, v := range msg {
checkMap[v]++
if v > maxTime {
maxTime = v
}
}
if len(checkMap) <= 1 {
for consumer := range msg {
isChannelReady[consumer] = false
}
return maxTime, true
}
for consumer := range msg {
mu.RLock()
v := msg[consumer]
mu.RUnlock()
if v != maxTime {
isChannelReady[consumer] = false
} else {
isChannelReady[consumer] = true
}
}
return 0, false
}