Refactor msgstream

Signed-off-by: yukun <kun.yu@zilliz.com>

internal/msgstream/client/client.go

@@ -0,0 +1,18 @@
+package client
+
+type Client interface {
+	// Create a producer instance
+	CreateProducer(options ProducerOptions) (Producer, error)
+
+	// Create a consumer instance and subscribe a topic
+	Subscribe(options ConsumerOptions) (Consumer, error)
+
+	// Get the earliest MessageID
+	EarliestMessageID() MessageID
+
+	// String to msg ID
+	StringToMsgID(string) (MessageID, error)
+
+	// Close the client and free associated resources
+	Close()
+}

internal/msgstream/client/consumer.go

@@ -0,0 +1,74 @@
+package client
+
+type SubscriptionInitialPosition int
+
+const (
+	// Latest position which means the start consuming position will be the last message
+	SubscriptionPositionLatest SubscriptionInitialPosition = iota
+
+	// Earliest position which means the start consuming position will be the first message
+	SubscriptionPositionEarliest
+)
+
+type SubscriptionType int
+
+const (
+	// Exclusive there can be only 1 consumer on the same topic with the same subscription name
+	Exclusive SubscriptionType = iota
+
+	// Shared subscription mode, multiple consumer will be able to use the same subscription name
+	// and the messages will be dispatched according to
+	// a round-robin rotation between the connected consumers
+	Shared
+
+	// Failover subscription mode, multiple consumer will be able to use the same subscription name
+	// but only 1 consumer will receive the messages.
+	// If that consumer disconnects, one of the other connected consumers will start receiving messages.
+	Failover
+
+	// KeyShared subscription mode, multiple consumer will be able to use the same
+	// subscription and all messages with the same key will be dispatched to only one consumer
+	KeyShared
+)
+
+type UniqueID = int64
+
+type ConsumerOptions struct {
+	// The topic that this consumer will subscribe on
+	Topic string
+
+	// The subscription name for this consumer
+	SubscriptionName string
+
+	// InitialPosition at which the cursor will be set when subscribe
+	// Default is `Latest`
+	SubscriptionInitialPosition
+
+	// Message for this consumer
+	// When a message is received, it will be pushed to this channel for consumption
+	MessageChannel chan ConsumerMessage
+
+	// Set receive channel size
+	BufSize int64
+
+	// Select the subscription type to be used when subscribing to the topic.
+	// Default is `Exclusive`
+	Type SubscriptionType
+}
+
+type Consumer interface {
+	// returns the subscription for the consumer
+	Subscription() string
+
+	// Message channel
+	Chan() <-chan ConsumerMessage
+
+	// Seek to the uniqueID position
+	Seek(MessageID) error //nolint:govet
+
+	// Make sure that msg is received. Only used in pulsar
+	Ack(ConsumerMessage)
+
+	// Close consumer
+	Close()
+}

internal/msgstream/client/id.go

@@ -0,0 +1,6 @@
+package client
+
+type MessageID interface {
+	// Serialize the message id into a sequence of bytes that can be stored somewhere else
+	Serialize() []byte
+}

internal/msgstream/client/message.go

@@ -0,0 +1,17 @@
+package client
+
+type ConsumerMessage interface {
+	// Topic get the topic from which this message originated from
+	Topic() string
+
+	// Properties are application defined key/value pairs that will be attached to the message.
+	// Return the properties attached to the message.
+	Properties() map[string]string
+
+	// Payload get the payload of the message
+	Payload() []byte
+
+	// ID get the unique message ID associated with this message.
+	// The message id can be used to univocally refer to a message without having the keep the entire payload in memory.
+	ID() MessageID
+}

internal/msgstream/client/producer.go

@@ -0,0 +1,22 @@
+package client
+
+import "context"
+
+type ProducerOptions struct {
+	Topic string
+}
+
+type ProducerMessage struct {
+	Payload    []byte
+	Properties map[string]string
+}
+
+type Producer interface {
+	// return the topic which producer is publishing to
+	//Topic() string
+
+	// publish a message
+	Send(ctx context.Context, message *ProducerMessage) error
+
+	Close()
+}

internal/msgstream/client/pulsar/pulsar_client.go

@@ -0,0 +1,86 @@
+package pulsar
+
+import (
+	"errors"
+
+	"github.com/apache/pulsar-client-go/pulsar"
+	"github.com/zilliztech/milvus-distributed/internal/log"
+	"github.com/zilliztech/milvus-distributed/internal/msgstream/client"
+	"github.com/zilliztech/milvus-distributed/internal/util/typeutil"
+	"go.uber.org/zap"
+)
+
+type pulsarClient struct {
+	client pulsar.Client
+}
+
+func NewPulsarClient(opts pulsar.ClientOptions) (*pulsarClient, error) {
+	c, err := pulsar.NewClient(opts)
+	if err != nil {
+		log.Error("Set pulsar client failed, error", zap.Error(err))
+		return nil, err
+	}
+	cli := &pulsarClient{client: c}
+	return cli, nil
+}
+
+func (pc *pulsarClient) CreateProducer(options client.ProducerOptions) (client.Producer, error) {
+	opts := pulsar.ProducerOptions{Topic: options.Topic}
+	pp, err := pc.client.CreateProducer(opts)
+	if err != nil {
+		return nil, err
+	}
+	if pp == nil {
+		return nil, errors.New("pulsar is not ready, producer is nil")
+	}
+	producer := &pulsarProducer{p: pp}
+	return producer, nil
+}
+
+func (pc *pulsarClient) Subscribe(options client.ConsumerOptions) (client.Consumer, error) {
+	receiveChannel := make(chan pulsar.ConsumerMessage, options.BufSize)
+	consumer, err := pc.client.Subscribe(pulsar.ConsumerOptions{
+		Topic:                       options.Topic,
+		SubscriptionName:            options.SubscriptionName,
+		Type:                        pulsar.SubscriptionType(options.Type),
+		SubscriptionInitialPosition: pulsar.SubscriptionInitialPosition(options.SubscriptionInitialPosition),
+		MessageChannel:              receiveChannel,
+	})
+	if err != nil {
+		return nil, err
+	}
+	msgChannel := make(chan client.ConsumerMessage, 1)
+	pConsumer := &pulsarConsumer{c: consumer, msgChannel: msgChannel}
+
+	go func() {
+		for { //nolint:gosimple
+			select {
+			case msg, ok := <-pConsumer.c.Chan():
+				if !ok {
+					close(msgChannel)
+					return
+				}
+				msgChannel <- &pulsarMessage{msg: msg}
+			}
+		}
+	}()
+
+	return pConsumer, nil
+}
+
+func (pc *pulsarClient) EarliestMessageID() client.MessageID {
+	msgID := pulsar.EarliestMessageID()
+	return &pulsarID{messageID: msgID}
+}
+
+func (pc *pulsarClient) StringToMsgID(id string) (client.MessageID, error) {
+	pID, err := typeutil.StringToPulsarMsgID(id)
+	if err != nil {
+		return nil, err
+	}
+	return &pulsarID{messageID: pID}, nil
+}
+
+func (pc *pulsarClient) Close() {
+	pc.client.Close()
+}

internal/msgstream/client/pulsar/pulsar_consumer.go

@@ -0,0 +1,37 @@
+package pulsar
+
+import (
+	"github.com/apache/pulsar-client-go/pulsar"
+	"github.com/zilliztech/milvus-distributed/internal/msgstream/client"
+	"github.com/zilliztech/milvus-distributed/internal/util/typeutil"
+)
+
+type pulsarConsumer struct {
+	c          pulsar.Consumer
+	msgChannel chan client.ConsumerMessage
+}
+
+func (pc *pulsarConsumer) Subscription() string {
+	return pc.c.Subscription()
+}
+
+func (pc *pulsarConsumer) Chan() <-chan client.ConsumerMessage {
+	return pc.msgChannel
+}
+
+func (pc *pulsarConsumer) Seek(id client.MessageID) error {
+	messageID, err := typeutil.StringToPulsarMsgID(string(id.Serialize()))
+	if err != nil {
+		return err
+	}
+	return pc.c.Seek(messageID)
+}
+
+func (pc *pulsarConsumer) Ack(message client.ConsumerMessage) {
+	pm := message.(*pulsarMessage)
+	pc.c.Ack(pm.msg)
+}
+
+func (pc *pulsarConsumer) Close() {
+	pc.c.Close()
+}

internal/msgstream/client/pulsar/pulsar_id.go

@@ -0,0 +1,11 @@
+package pulsar
+
+import "github.com/apache/pulsar-client-go/pulsar"
+
+type pulsarID struct {
+	messageID pulsar.MessageID
+}
+
+func (pid *pulsarID) Serialize() []byte {
+	return pid.messageID.Serialize()
+}

internal/msgstream/client/pulsar/pulsar_message.go

@@ -0,0 +1,28 @@
+package pulsar
+
+import (
+	"github.com/apache/pulsar-client-go/pulsar"
+	"github.com/zilliztech/milvus-distributed/internal/msgstream/client"
+)
+
+type pulsarMessage struct {
+	msg pulsar.ConsumerMessage
+}
+
+func (pm *pulsarMessage) Topic() string {
+	return pm.msg.Topic()
+}
+
+func (pm *pulsarMessage) Properties() map[string]string {
+	return pm.msg.Properties()
+}
+
+func (pm *pulsarMessage) Payload() []byte {
+	return pm.msg.Payload()
+}
+
+func (pm *pulsarMessage) ID() client.MessageID {
+	id := pm.msg.ID()
+	pid := &pulsarID{messageID: id}
+	return pid
+}

internal/msgstream/client/pulsar/pulsar_producer.go

@@ -0,0 +1,26 @@
+package pulsar
+
+import (
+	"context"
+
+	"github.com/apache/pulsar-client-go/pulsar"
+	"github.com/zilliztech/milvus-distributed/internal/msgstream/client"
+)
+
+type pulsarProducer struct {
+	p pulsar.Producer
+}
+
+func (pp *pulsarProducer) Topic() string {
+	return pp.p.Topic()
+}
+
+func (pp *pulsarProducer) Send(ctx context.Context, message *client.ProducerMessage) error {
+	ppm := &pulsar.ProducerMessage{Payload: message.Payload}
+	_, err := pp.p.Send(ctx, ppm)
+	return err
+}
+
+func (pp *pulsarProducer) Close() {
+	pp.p.Close()
+}

internal/msgstream/client/rocksmq/rmq_client.go

@@ -0,0 +1,80 @@
+package rocksmq
+
+import (
+	"strconv"
+
+	"github.com/zilliztech/milvus-distributed/internal/log"
+	"github.com/zilliztech/milvus-distributed/internal/msgstream/client"
+	"github.com/zilliztech/milvus-distributed/internal/util/rocksmq/client/rocksmq"
+	"go.uber.org/zap"
+)
+
+type rmqClient struct {
+	client rocksmq.Client
+}
+
+func NewRmqClient(opts rocksmq.ClientOptions) (*rmqClient, error) {
+	c, err := rocksmq.NewClient(opts)
+	if err != nil {
+		log.Error("Set rmq client failed, error", zap.Error(err))
+		return nil, err
+	}
+	return &rmqClient{client: c}, nil
+}
+
+func (rc *rmqClient) CreateProducer(options client.ProducerOptions) (client.Producer, error) {
+	rmqOpts := rocksmq.ProducerOptions{Topic: options.Topic}
+	pp, err := rc.client.CreateProducer(rmqOpts)
+	if err != nil {
+		return nil, err
+	}
+	rp := rmqProducer{p: pp}
+	return &rp, nil
+}
+
+func (rc *rmqClient) Subscribe(options client.ConsumerOptions) (client.Consumer, error) {
+	receiveChannel := make(chan rocksmq.ConsumerMessage, options.BufSize)
+
+	cli, err := rc.client.Subscribe(rocksmq.ConsumerOptions{
+		Topic:            options.Topic,
+		SubscriptionName: options.SubscriptionName,
+		MessageChannel:   receiveChannel,
+	})
+	if err != nil {
+		return nil, err
+	}
+
+	msgChannel := make(chan client.ConsumerMessage, 1)
+	rConsumer := &rmqConsumer{c: cli, msgChannel: msgChannel}
+
+	go func() {
+		for { //nolint:gosimple
+			select {
+			case msg, ok := <-rConsumer.c.Chan():
+				if !ok {
+					close(msgChannel)
+					return
+				}
+				msgChannel <- &rmqMessage{msg: msg}
+			}
+		}
+	}()
+	return rConsumer, nil
+}
+
+func (rc *rmqClient) EarliestMessageID() client.MessageID {
+	rID := rocksmq.EarliestMessageID()
+	return &rmqID{messageID: rID}
+}
+
+func (rc *rmqClient) StringToMsgID(id string) (client.MessageID, error) {
+	rID, err := strconv.ParseInt(id, 10, 64)
+	if err != nil {
+		return nil, err
+	}
+	return &rmqID{messageID: rID}, nil
+}
+
+func (rc *rmqClient) Close() {
+	rc.client.Close()
+}

internal/msgstream/client/rocksmq/rmq_consumer.go

@@ -0,0 +1,35 @@
+package rocksmq
+
+import (
+	"strconv"
+
+	"github.com/zilliztech/milvus-distributed/internal/msgstream/client"
+	"github.com/zilliztech/milvus-distributed/internal/util/rocksmq/client/rocksmq"
+)
+
+type rmqConsumer struct {
+	c          rocksmq.Consumer
+	msgChannel chan client.ConsumerMessage
+}
+
+func (rc *rmqConsumer) Subscription() string {
+	return rc.c.Subscription()
+}
+
+func (rc *rmqConsumer) Chan() <-chan client.ConsumerMessage {
+	return rc.msgChannel
+}
+
+func (rc *rmqConsumer) Seek(id client.MessageID) error {
+	msgID, err := strconv.ParseInt(string(id.Serialize()), 10, 64)
+	if err != nil {
+		return err
+	}
+	return rc.c.Seek(msgID)
+}
+
+func (rc *rmqConsumer) Ack(message client.ConsumerMessage) {
+}
+
+func (rc *rmqConsumer) Close() {
+}

internal/msgstream/client/rocksmq/rmq_id.go

@@ -0,0 +1,15 @@
+package rocksmq
+
+import (
+	"strconv"
+
+	"github.com/zilliztech/milvus-distributed/internal/util/rocksmq/server/rocksmq"
+)
+
+type rmqID struct {
+	messageID rocksmq.UniqueID
+}
+
+func (rid *rmqID) Serialize() []byte {
+	return []byte(strconv.Itoa((int(rid.messageID))))
+}

internal/msgstream/client/rocksmq/rmq_message.go

@@ -0,0 +1,26 @@
+package rocksmq
+
+import (
+	"github.com/zilliztech/milvus-distributed/internal/msgstream/client"
+	"github.com/zilliztech/milvus-distributed/internal/util/rocksmq/client/rocksmq"
+)
+
+type rmqMessage struct {
+	msg rocksmq.ConsumerMessage
+}
+
+func (rm *rmqMessage) Topic() string {
+	return rm.msg.Topic
+}
+
+func (rm *rmqMessage) Properties() map[string]string {
+	return nil
+}
+
+func (rm *rmqMessage) Payload() []byte {
+	return rm.msg.Payload
+}
+
+func (rm *rmqMessage) ID() client.MessageID {
+	return &rmqID{messageID: rm.msg.MsgID}
+}

internal/msgstream/client/rocksmq/rmq_producer.go

@@ -0,0 +1,24 @@
+package rocksmq
+
+import (
+	"context"
+
+	"github.com/zilliztech/milvus-distributed/internal/msgstream/client"
+	"github.com/zilliztech/milvus-distributed/internal/util/rocksmq/client/rocksmq"
+)
+
+type rmqProducer struct {
+	p rocksmq.Producer
+}
+
+func (rp *rmqProducer) Topic() string {
+	return rp.p.Topic()
+}
+
+func (rp *rmqProducer) Send(ctx context.Context, message *client.ProducerMessage) error {
+	pm := &rocksmq.ProducerMessage{Payload: message.Payload}
+	return rp.p.Send(pm)
+}
+
+func (rp *rmqProducer) Close() {
+}

internal/msgstream/ms/msgstream_impl.go

@@ -0,0 +1,787 @@
+package ms
+
+import (
+	"context"
+	"errors"
+	"path/filepath"
+	"strconv"
+	"sync"
+	"time"
+
+	"github.com/golang/protobuf/proto"
+	"github.com/zilliztech/milvus-distributed/internal/log"
+	"github.com/zilliztech/milvus-distributed/internal/msgstream"
+	"github.com/zilliztech/milvus-distributed/internal/msgstream/client"
+	"github.com/zilliztech/milvus-distributed/internal/msgstream/util"
+	"github.com/zilliztech/milvus-distributed/internal/proto/commonpb"
+	"github.com/zilliztech/milvus-distributed/internal/proto/internalpb"
+	"github.com/zilliztech/milvus-distributed/internal/util/trace"
+	"github.com/zilliztech/milvus-distributed/internal/util/typeutil"
+	"go.uber.org/zap"
+)
+
+type MessageID = client.MessageID
+type Client = client.Client
+type Producer = client.Producer
+type Consumer = client.Consumer
+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 UnmarshalDispatcher = msgstream.UnmarshalDispatcher
+
+type msgStream struct {
+	ctx              context.Context
+	client           Client
+	producers        map[string]Producer
+	producerChannels []string
+	consumers        map[string]Consumer
+	consumerChannels []string
+	repackFunc       RepackFunc
+	unmarshal        UnmarshalDispatcher
+	receiveBuf       chan *MsgPack
+	wait             *sync.WaitGroup
+	streamCancel     func()
+	bufSize          int64
+	producerLock     *sync.Mutex
+	consumerLock     *sync.Mutex
+
+	scMap *sync.Map
+}
+
+func NewMsgStream(ctx context.Context,
+	receiveBufSize int64,
+	bufSize int64,
+	client Client,
+	unmarshal UnmarshalDispatcher) (*msgStream, error) {
+
+	streamCtx, streamCancel := context.WithCancel(ctx)
+	producers := make(map[string]Producer)
+	consumers := make(map[string]Consumer)
+	producerChannels := make([]string, 0)
+	consumerChannels := make([]string, 0)
+	receiveBuf := make(chan *MsgPack, receiveBufSize)
+
+	var err error
+	if err != nil {
+		defer streamCancel()
+		log.Error("Set client failed, error", zap.Error(err))
+		return nil, err
+	}
+
+	stream := &msgStream{
+		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{},
+		scMap:            &sync.Map{},
+	}
+
+	return stream, nil
+}
+
+func (ms *msgStream) AsProducer(channels []string) {
+	for _, channel := range channels {
+		fn := func() error {
+			pp, err := ms.client.CreateProducer(client.ProducerOptions{Topic: channel})
+			if err != nil {
+				return err
+			}
+			if pp == nil {
+				return errors.New("Producer is nil")
+			}
+
+			ms.producerLock.Lock()
+			ms.producers[channel] = pp
+			ms.producerChannels = append(ms.producerChannels, channel)
+			ms.producerLock.Unlock()
+			return nil
+		}
+		err := util.Retry(20, time.Millisecond*200, fn)
+		if err != nil {
+			errMsg := "Failed to create producer " + channel + ", error = " + err.Error()
+			panic(errMsg)
+		}
+	}
+}
+
+func (ms *msgStream) AsConsumer(channels []string,
+	subName string) {
+	for _, channel := range channels {
+		if _, ok := ms.consumers[channel]; ok {
+			continue
+		}
+		fn := func() error {
+			receiveChannel := make(chan client.ConsumerMessage, ms.bufSize)
+			pc, err := ms.client.Subscribe(client.ConsumerOptions{
+				Topic:                       channel,
+				SubscriptionName:            subName,
+				Type:                        client.KeyShared,
+				SubscriptionInitialPosition: client.SubscriptionPositionEarliest,
+				MessageChannel:              receiveChannel,
+			})
+			if err != nil {
+				return err
+			}
+			if pc == nil {
+				return errors.New("Consumer is nil")
+			}
+
+			ms.consumers[channel] = pc
+			ms.consumerChannels = append(ms.consumerChannels, channel)
+			ms.wait.Add(1)
+			go ms.receiveMsg(pc)
+			return nil
+		}
+		err := util.Retry(20, time.Millisecond*200, fn)
+		if err != nil {
+			errMsg := "Failed to create consumer " + channel + ", error = " + err.Error()
+			panic(errMsg)
+		}
+	}
+}
+
+func (ms *msgStream) SetRepackFunc(repackFunc RepackFunc) {
+	ms.repackFunc = repackFunc
+}
+
+func (ms *msgStream) Start() {
+}
+
+func (ms *msgStream) 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()
+		}
+	}
+	if ms.client != nil {
+		ms.client.Close()
+	}
+}
+
+func (ms *msgStream) Produce(msgPack *MsgPack) error {
+	tsMsgs := msgPack.Msgs
+	if len(tsMsgs) <= 0 {
+		log.Debug("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 idx, tsMsg := range tsMsgs {
+		hashValues := tsMsg.HashKeys()
+		bucketValues := make([]int32, len(hashValues))
+		for index, hashValue := range hashValues {
+			if tsMsg.Type() == commonpb.MsgType_SearchResult {
+				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 msg to unKnow channel")
+				}
+				bucketValues[index] = int32(hashValue % uint32(len(ms.producers)))
+				continue
+			}
+			bucketValues[index] = int32(hashValue % uint32(len(ms.producers)))
+		}
+		reBucketValues[idx] = bucketValues
+	}
+
+	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 = util.InsertRepackFunc(tsMsgs, reBucketValues)
+		case commonpb.MsgType_Delete:
+			result, err = util.DeleteRepackFunc(tsMsgs, reBucketValues)
+		default:
+			result, err = util.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++ {
+			mb, err := v.Msgs[i].Marshal(v.Msgs[i])
+			if err != nil {
+				return err
+			}
+
+			m, err := msgstream.ConvertToByteArray(mb)
+			if err != nil {
+				return err
+			}
+
+			msg := &client.ProducerMessage{Payload: m, Properties: map[string]string{}}
+
+			sp, spanCtx := trace.MsgSpanFromCtx(v.Msgs[i].TraceCtx(), v.Msgs[i])
+			trace.InjectContextToPulsarMsgProperties(sp.Context(), msg.Properties)
+
+			if err := ms.producers[channel].Send(
+				spanCtx,
+				msg,
+			); err != nil {
+				trace.LogError(sp, err)
+				sp.Finish()
+				return err
+			}
+			sp.Finish()
+		}
+	}
+	return nil
+}
+
+func (ms *msgStream) Broadcast(msgPack *MsgPack) error {
+	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 := &client.ProducerMessage{Payload: m, Properties: map[string]string{}}
+
+		sp, spanCtx := trace.MsgSpanFromCtx(v.TraceCtx(), v)
+		trace.InjectContextToPulsarMsgProperties(sp.Context(), msg.Properties)
+
+		ms.producerLock.Lock()
+		for _, producer := range ms.producers {
+			if err := producer.Send(
+				spanCtx,
+				msg,
+			); err != nil {
+				trace.LogError(sp, err)
+				sp.Finish()
+				return err
+			}
+		}
+		ms.producerLock.Unlock()
+		sp.Finish()
+	}
+	return nil
+}
+
+func (ms *msgStream) Consume() *MsgPack {
+	for {
+		select {
+		case cm, ok := <-ms.receiveBuf:
+			if !ok {
+				log.Debug("buf chan closed")
+				return nil
+			}
+			return cm
+		case <-ms.ctx.Done():
+			//log.Debug("context closed")
+			return nil
+		}
+	}
+}
+
+func (ms *msgStream) receiveMsg(consumer Consumer) {
+	defer ms.wait.Done()
+
+	for {
+		select {
+		case <-ms.ctx.Done():
+			return
+		case msg, ok := <-consumer.Chan():
+			if !ok {
+				return
+			}
+			consumer.Ack(msg)
+			headerMsg := commonpb.MsgHeader{}
+			err := proto.Unmarshal(msg.Payload(), &headerMsg)
+			if err != nil {
+				log.Error("Failed to unmarshal message header", zap.Error(err))
+				continue
+			}
+			tsMsg, err := ms.unmarshal.Unmarshal(msg.Payload(), headerMsg.Base.MsgType)
+			if err != nil {
+				log.Error("Failed to unmarshal tsMsg", zap.Error(err))
+				continue
+			}
+
+			tsMsg.SetPosition(&msgstream.MsgPosition{
+				ChannelName: filepath.Base(msg.Topic()),
+				//FIXME
+				MsgID: typeutil.MsgIDToString(msg.ID()),
+			})
+
+			sp, ok := trace.ExtractFromPulsarMsgProperties(tsMsg, msg.Properties())
+			if ok {
+				ms.scMap.Store(tsMsg.ID(), sp.Context())
+			}
+
+			msgPack := MsgPack{Msgs: []TsMsg{tsMsg}}
+			ms.receiveBuf <- &msgPack
+
+			sp.Finish()
+		}
+	}
+}
+
+func (ms *msgStream) Chan() <-chan *MsgPack {
+	return ms.receiveBuf
+}
+
+func (ms *msgStream) Seek(mp *internalpb.MsgPosition) error {
+	if _, ok := ms.consumers[mp.ChannelName]; ok {
+		consumer := ms.consumers[mp.ChannelName]
+		messageID, err := ms.client.StringToMsgID(mp.MsgID)
+		if err != nil {
+			return err
+		}
+		err = consumer.Seek(messageID)
+		if err != nil {
+			return err
+		}
+		return nil
+	}
+
+	return errors.New("msgStream seek fail")
+}
+
+type TtMsgStream struct {
+	msgStream
+	unsolvedBuf     map[Consumer][]TsMsg
+	msgPositions    map[Consumer]*internalpb.MsgPosition
+	unsolvedMutex   *sync.Mutex
+	lastTimeStamp   Timestamp
+	syncConsumer    chan int
+	stopConsumeChan map[Consumer]chan bool
+}
+
+func NewTtMsgStream(ctx context.Context,
+	receiveBufSize int64,
+	bufSize int64,
+	client Client,
+	unmarshal UnmarshalDispatcher) (*TtMsgStream, error) {
+	msgStream, err := NewMsgStream(ctx, receiveBufSize, bufSize, client, unmarshal)
+	if err != nil {
+		return nil, err
+	}
+	unsolvedBuf := make(map[Consumer][]TsMsg)
+	stopChannel := make(map[Consumer]chan bool)
+	msgPositions := make(map[Consumer]*internalpb.MsgPosition)
+	syncConsumer := make(chan int, 1)
+
+	return &TtMsgStream{
+		msgStream:       *msgStream,
+		unsolvedBuf:     unsolvedBuf,
+		msgPositions:    msgPositions,
+		unsolvedMutex:   &sync.Mutex{},
+		syncConsumer:    syncConsumer,
+		stopConsumeChan: stopChannel,
+	}, nil
+}
+
+func (ms *TtMsgStream) addConsumer(consumer Consumer, channel string) {
+	if len(ms.consumers) == 0 {
+		ms.syncConsumer <- 1
+	}
+	ms.consumers[channel] = consumer
+	ms.unsolvedBuf[consumer] = make([]TsMsg, 0)
+	ms.consumerChannels = append(ms.consumerChannels, channel)
+	ms.msgPositions[consumer] = &internalpb.MsgPosition{
+		ChannelName: channel,
+		MsgID:       "",
+		Timestamp:   ms.lastTimeStamp,
+	}
+	stopConsumeChan := make(chan bool)
+	ms.stopConsumeChan[consumer] = stopConsumeChan
+}
+
+func (ms *TtMsgStream) AsConsumer(channels []string,
+	subName string) {
+	for _, channel := range channels {
+		if _, ok := ms.consumers[channel]; ok {
+			continue
+		}
+		fn := func() error {
+			receiveChannel := make(chan client.ConsumerMessage, ms.bufSize)
+			pc, err := ms.client.Subscribe(client.ConsumerOptions{
+				Topic:                       channel,
+				SubscriptionName:            subName,
+				Type:                        client.KeyShared,
+				SubscriptionInitialPosition: client.SubscriptionPositionEarliest,
+				MessageChannel:              receiveChannel,
+			})
+			if err != nil {
+				return err
+			}
+			if pc == nil {
+				return errors.New("Consumer is nil")
+			}
+
+			ms.consumerLock.Lock()
+			ms.addConsumer(pc, channel)
+			ms.consumerLock.Unlock()
+			return nil
+		}
+		err := util.Retry(10, time.Millisecond*200, fn)
+		if err != nil {
+			errMsg := "Failed to create consumer " + channel + ", error = " + err.Error()
+			panic(errMsg)
+		}
+	}
+}
+
+func (ms *TtMsgStream) Start() {
+	if ms.consumers != nil {
+		ms.wait.Add(1)
+		go ms.bufMsgPackToChannel()
+	}
+}
+
+func (ms *TtMsgStream) 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()
+		}
+	}
+	if ms.client != nil {
+		ms.client.Close()
+	}
+}
+
+func (ms *TtMsgStream) bufMsgPackToChannel() {
+	defer ms.wait.Done()
+	ms.unsolvedBuf = make(map[Consumer][]TsMsg)
+	isChannelReady := make(map[Consumer]bool)
+	eofMsgTimeStamp := make(map[Consumer]Timestamp)
+
+	if _, ok := <-ms.syncConsumer; !ok {
+		log.Debug("consumer closed!")
+		return
+	}
+
+	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)
+			}
+			ms.consumerLock.Unlock()
+			wg.Wait()
+			timeStamp, ok := checkTimeTickMsg(eofMsgTimeStamp, isChannelReady, &findMapMutex)
+			if !ok || timeStamp <= ms.lastTimeStamp {
+				//log.Printf("All timeTick's timestamps are inconsistent")
+				continue
+			}
+			timeTickBuf := make([]TsMsg, 0)
+			startMsgPosition := make([]*internalpb.MsgPosition, 0)
+			endMsgPositions := make([]*internalpb.MsgPosition, 0)
+			ms.unsolvedMutex.Lock()
+			for consumer, msgs := range ms.unsolvedBuf {
+				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() <= timeStamp {
+						timeTickBuf = append(timeTickBuf, v)
+					} else {
+						tempBuffer = append(tempBuffer, v)
+					}
+				}
+				ms.unsolvedBuf[consumer] = tempBuffer
+
+				startMsgPosition = append(startMsgPosition, ms.msgPositions[consumer])
+				var newPos *internalpb.MsgPosition
+				if len(tempBuffer) > 0 {
+					newPos = &internalpb.MsgPosition{
+						ChannelName: tempBuffer[0].Position().ChannelName,
+						MsgID:       tempBuffer[0].Position().MsgID,
+						Timestamp:   timeStamp,
+					}
+					endMsgPositions = append(endMsgPositions, newPos)
+				} else {
+					newPos = &internalpb.MsgPosition{
+						ChannelName: timeTickMsg.Position().ChannelName,
+						MsgID:       timeTickMsg.Position().MsgID,
+						Timestamp:   timeStamp,
+					}
+					endMsgPositions = append(endMsgPositions, newPos)
+				}
+				ms.msgPositions[consumer] = newPos
+			}
+			ms.unsolvedMutex.Unlock()
+
+			msgPack := MsgPack{
+				BeginTs:        ms.lastTimeStamp,
+				EndTs:          timeStamp,
+				Msgs:           timeTickBuf,
+				StartPositions: startMsgPosition,
+				EndPositions:   endMsgPositions,
+			}
+
+			ms.receiveBuf <- &msgPack
+			ms.lastTimeStamp = timeStamp
+		}
+	}
+}
+
+func (ms *TtMsgStream) findTimeTick(consumer Consumer,
+	eofMsgMap map[Consumer]Timestamp,
+	wg *sync.WaitGroup,
+	findMapMutex *sync.RWMutex) {
+	defer wg.Done()
+	for {
+		select {
+		case <-ms.ctx.Done():
+			return
+		case msg, ok := <-consumer.Chan():
+			if !ok {
+				log.Debug("consumer closed!")
+				return
+			}
+			consumer.Ack(msg)
+
+			headerMsg := commonpb.MsgHeader{}
+			err := proto.Unmarshal(msg.Payload(), &headerMsg)
+			if err != nil {
+				log.Error("Failed to unmarshal message header", zap.Error(err))
+				continue
+			}
+			tsMsg, err := ms.unmarshal.Unmarshal(msg.Payload(), headerMsg.Base.MsgType)
+			if err != nil {
+				log.Error("Failed to unmarshal tsMsg", zap.Error(err))
+				continue
+			}
+
+			// set msg info to tsMsg
+			tsMsg.SetPosition(&msgstream.MsgPosition{
+				ChannelName: filepath.Base(msg.Topic()),
+				MsgID:       typeutil.MsgIDToString(msg.ID()),
+			})
+
+			sp, ok := trace.ExtractFromPulsarMsgProperties(tsMsg, msg.Properties())
+			if ok {
+				ms.scMap.Store(tsMsg.ID(), sp.Context())
+			}
+
+			ms.unsolvedMutex.Lock()
+			ms.unsolvedBuf[consumer] = append(ms.unsolvedBuf[consumer], tsMsg)
+			ms.unsolvedMutex.Unlock()
+
+			if headerMsg.Base.MsgType == commonpb.MsgType_TimeTick {
+				findMapMutex.Lock()
+				eofMsgMap[consumer] = tsMsg.(*TimeTickMsg).Base.Timestamp
+				findMapMutex.Unlock()
+				sp.Finish()
+				return
+			}
+			sp.Finish()
+		case <-ms.stopConsumeChan[consumer]:
+			return
+		}
+	}
+}
+
+func checkTimeTickMsg(msg map[Consumer]Timestamp,
+	isChannelReady map[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
+}
+
+func (ms *TtMsgStream) Seek(mp *internalpb.MsgPosition) error {
+	if len(mp.MsgID) == 0 {
+		return errors.New("when msgID's length equal to 0, please use AsConsumer interface")
+	}
+	var consumer Consumer
+	var err error
+	var hasWatched bool
+	seekChannel := mp.ChannelName
+	subName := mp.MsgGroup
+	ms.consumerLock.Lock()
+	defer ms.consumerLock.Unlock()
+	consumer, hasWatched = ms.consumers[seekChannel]
+
+	if hasWatched {
+		return errors.New("the channel should has been subscribed")
+	}
+
+	receiveChannel := make(chan client.ConsumerMessage, ms.bufSize)
+	consumer, err = ms.client.Subscribe(client.ConsumerOptions{
+		Topic:                       seekChannel,
+		SubscriptionName:            subName,
+		SubscriptionInitialPosition: client.SubscriptionPositionEarliest,
+		Type:                        client.KeyShared,
+		MessageChannel:              receiveChannel,
+	})
+	if err != nil {
+		return err
+	}
+	if consumer == nil {
+		return errors.New("Consumer is nil")
+	}
+
+	seekMsgID, err := ms.client.StringToMsgID(mp.MsgID)
+	if err != nil {
+		return err
+	}
+	consumer.Seek(seekMsgID)
+	ms.addConsumer(consumer, seekChannel)
+
+	//TODO: May cause problem
+	if len(consumer.Chan()) == 0 {
+		return nil
+	}
+
+	for {
+		select {
+		case <-ms.ctx.Done():
+			return nil
+		case msg, ok := <-consumer.Chan():
+			if !ok {
+				return errors.New("consumer closed")
+			}
+			consumer.Ack(msg)
+
+			headerMsg := commonpb.MsgHeader{}
+			err := proto.Unmarshal(msg.Payload(), &headerMsg)
+			if err != nil {
+				log.Error("Failed to unmarshal message header", zap.Error(err))
+			}
+			tsMsg, err := ms.unmarshal.Unmarshal(msg.Payload(), headerMsg.Base.MsgType)
+			if err != nil {
+				log.Error("Failed to unmarshal tsMsg", zap.Error(err))
+			}
+			if tsMsg.Type() == commonpb.MsgType_TimeTick {
+				if tsMsg.BeginTs() >= mp.Timestamp {
+					ms.unsolvedMutex.Unlock()
+					return nil
+				}
+				continue
+			}
+			if tsMsg.BeginTs() > mp.Timestamp {
+				tsMsg.SetPosition(&msgstream.MsgPosition{
+					ChannelName: filepath.Base(msg.Topic()),
+					MsgID:       typeutil.MsgIDToString(msg.ID()),
+				})
+				ms.unsolvedBuf[consumer] = append(ms.unsolvedBuf[consumer], tsMsg)
+			}
+		}
+	}
+}
+
+//TODO test InMemMsgStream
+/*
+type InMemMsgStream struct {
+	buffer chan *MsgPack
+}
+
+func (ms *InMemMsgStream) Start() {}
+func (ms *InMemMsgStream) Close() {}
+
+func (ms *InMemMsgStream) ProduceOne(msg TsMsg) error {
+	msgPack := MsgPack{}
+	msgPack.BeginTs = msg.BeginTs()
+	msgPack.EndTs = msg.EndTs()
+	msgPack.Msgs = append(msgPack.Msgs, msg)
+	buffer <- &msgPack
+	return nil
+}
+
+func (ms *InMemMsgStream) Produce(msgPack *MsgPack) error {
+	buffer <- msgPack
+	return nil
+}
+
+func (ms *InMemMsgStream) Broadcast(msgPack *MsgPack) error {
+	return ms.Produce(msgPack)
+}
+
+func (ms *InMemMsgStream) Consume() *MsgPack {
+	select {
+	case msgPack := <-ms.buffer:
+		return msgPack
+	}
+}
+
+func (ms *InMemMsgStream) Chan() <- chan *MsgPack {
+	return buffer
+}
+*/

internal/msgstream/pulsarms/factory.go

@@ -3,6 +3,10 @@ package pulsarms
 import (
 	"context"
 
+	"github.com/apache/pulsar-client-go/pulsar"
+	pulsar2 "github.com/zilliztech/milvus-distributed/internal/msgstream/client/pulsar"
+	"github.com/zilliztech/milvus-distributed/internal/msgstream/ms"
+
 	"github.com/mitchellh/mapstructure"
 	"github.com/zilliztech/milvus-distributed/internal/msgstream"
 )
@@ -24,11 +28,19 @@ func (f *Factory) SetParams(params map[string]interface{}) error {
 }
 
 func (f *Factory) NewMsgStream(ctx context.Context) (msgstream.MsgStream, error) {
-	return newPulsarMsgStream(ctx, f.PulsarAddress, f.ReceiveBufSize, f.PulsarBufSize, f.dispatcherFactory.NewUnmarshalDispatcher())
+	pulsarClient, err := pulsar2.NewPulsarClient(pulsar.ClientOptions{URL: f.PulsarAddress})
+	if err != nil {
+		return nil, err
+	}
+	return ms.NewMsgStream(ctx, f.ReceiveBufSize, f.PulsarBufSize, pulsarClient, f.dispatcherFactory.NewUnmarshalDispatcher())
 }
 
 func (f *Factory) NewTtMsgStream(ctx context.Context) (msgstream.MsgStream, error) {
-	return newPulsarTtMsgStream(ctx, f.PulsarAddress, f.ReceiveBufSize, f.PulsarBufSize, f.dispatcherFactory.NewUnmarshalDispatcher())
+	pulsarClient, err := pulsar2.NewPulsarClient(pulsar.ClientOptions{URL: f.PulsarAddress})
+	if err != nil {
+		return nil, err
+	}
+	return ms.NewTtMsgStream(ctx, f.ReceiveBufSize, f.PulsarBufSize, pulsarClient, f.dispatcherFactory.NewUnmarshalDispatcher())
 }
 
 func (f *Factory) NewQueryMsgStream(ctx context.Context) (msgstream.MsgStream, error) {

internal/msgstream/rmqms/factory.go

@@ -3,6 +3,10 @@ package rmqms
 import (
 	"context"
 
+	rocksmq2 "github.com/zilliztech/milvus-distributed/internal/msgstream/client/rocksmq"
+	"github.com/zilliztech/milvus-distributed/internal/msgstream/ms"
+	client "github.com/zilliztech/milvus-distributed/internal/util/rocksmq/client/rocksmq"
+
 	"github.com/mitchellh/mapstructure"
 
 	"github.com/zilliztech/milvus-distributed/internal/msgstream"
@@ -26,11 +30,19 @@ func (f *Factory) SetParams(params map[string]interface{}) error {
 }
 
 func (f *Factory) NewMsgStream(ctx context.Context) (msgstream.MsgStream, error) {
-	return newRmqMsgStream(ctx, f.ReceiveBufSize, f.RmqBufSize, f.dispatcherFactory.NewUnmarshalDispatcher())
+	rmqClient, err := rocksmq2.NewRmqClient(client.ClientOptions{Server: rocksmq.Rmq})
+	if err != nil {
+		return nil, err
+	}
+	return ms.NewMsgStream(ctx, f.ReceiveBufSize, f.RmqBufSize, rmqClient, f.dispatcherFactory.NewUnmarshalDispatcher())
 }
 
 func (f *Factory) NewTtMsgStream(ctx context.Context) (msgstream.MsgStream, error) {
-	return newRmqTtMsgStream(ctx, f.ReceiveBufSize, f.RmqBufSize, f.dispatcherFactory.NewUnmarshalDispatcher())
+	rmqClient, err := rocksmq2.NewRmqClient(client.ClientOptions{Server: rocksmq.Rmq})
+	if err != nil {
+		return nil, err
+	}
+	return ms.NewTtMsgStream(ctx, f.ReceiveBufSize, f.RmqBufSize, rmqClient, f.dispatcherFactory.NewUnmarshalDispatcher())
 }
 
 func (f *Factory) NewQueryMsgStream(ctx context.Context) (msgstream.MsgStream, error) {

internal/querynode/query_node.go

@@ -27,8 +27,8 @@ import (
 
 	"github.com/zilliztech/milvus-distributed/internal/log"
 	"github.com/zilliztech/milvus-distributed/internal/msgstream"
+	"github.com/zilliztech/milvus-distributed/internal/msgstream/ms"
 	"github.com/zilliztech/milvus-distributed/internal/msgstream/pulsarms"
-	"github.com/zilliztech/milvus-distributed/internal/msgstream/rmqms"
 	"github.com/zilliztech/milvus-distributed/internal/proto/commonpb"
 	"github.com/zilliztech/milvus-distributed/internal/proto/internalpb"
 	"github.com/zilliztech/milvus-distributed/internal/proto/milvuspb"
@@ -407,8 +407,7 @@ func (node *QueryNode) WatchDmChannels(ctx context.Context, in *queryPb.WatchDmC
 	}
 
 	switch t := ds.dmStream.(type) {
-	case *pulsarms.PulsarTtMsgStream:
+	case *ms.TtMsgStream:
-	case *rmqms.RmqTtMsgStream:
 	default:
 		_ = t
 		errMsg := "type assertion failed for dm message stream"

internal/util/rocksmq/client/rocksmq/consumer.go

@@ -10,6 +10,10 @@ const (
 	SubscriptionPositionEarliest
 )
 
+func EarliestMessageID() UniqueID {
+	return -1
+}
+
 type ConsumerOptions struct {
 	// The topic that this consumer will subscribe on
 	Topic string
@@ -27,7 +31,9 @@ type ConsumerOptions struct {
 }
 
 type ConsumerMessage struct {
+	Consumer
 	MsgID   UniqueID
+	Topic   string
 	Payload []byte
 }
 

internal/util/typeutil/convension.go

@@ -6,6 +6,8 @@ import (
 	"reflect"
 	"strings"
 
+	"github.com/zilliztech/milvus-distributed/internal/msgstream/client"
+
 	"github.com/apache/pulsar-client-go/pulsar"
 )
 
@@ -45,6 +47,10 @@ func PulsarMsgIDToString(messageID pulsar.MessageID) string {
 	return strings.ToValidUTF8(string(messageID.Serialize()), "")
 }
 
+func MsgIDToString(messageID client.MessageID) string {
+	return strings.ToValidUTF8(string(messageID.Serialize()), "")
+}
+
 func StringToPulsarMsgID(msgString string) (pulsar.MessageID, error) {
 	return pulsar.DeserializeMessageID([]byte(msgString))
 }