milvus/internal/msgstream/pulsarms/pulsar_msgstream_test.go
godchen f3649f0419 Refactor interface and proto
Signed-off-by: godchen <qingxiang.chen@zilliz.com>
2021-03-12 14:22:09 +08:00

659 lines
20 KiB
Go

package pulsarms
import (
"context"
"fmt"
"log"
"os"
"testing"
"github.com/zilliztech/milvus-distributed/internal/util/funcutil"
"github.com/stretchr/testify/assert"
"github.com/zilliztech/milvus-distributed/internal/msgstream"
"github.com/zilliztech/milvus-distributed/internal/proto/commonpb"
"github.com/zilliztech/milvus-distributed/internal/proto/internalpb"
"github.com/zilliztech/milvus-distributed/internal/util/paramtable"
)
var Params paramtable.BaseTable
func TestMain(m *testing.M) {
Params.Init()
exitCode := m.Run()
os.Exit(exitCode)
}
func repackFunc(msgs []TsMsg, hashKeys [][]int32) (map[int32]*MsgPack, error) {
result := make(map[int32]*MsgPack)
for i, request := range msgs {
keys := hashKeys[i]
for _, channelID := range keys {
_, ok := result[channelID]
if ok == false {
msgPack := MsgPack{}
result[channelID] = &msgPack
}
result[channelID].Msgs = append(result[channelID].Msgs, request)
}
}
return result, nil
}
func getTsMsg(msgType MsgType, reqID UniqueID, hashValue uint32) TsMsg {
baseMsg := BaseMsg{
BeginTimestamp: 0,
EndTimestamp: 0,
HashValues: []uint32{hashValue},
}
switch msgType {
case commonpb.MsgType_Insert:
insertRequest := internalpb.InsertRequest{
Base: &commonpb.MsgBase{
MsgType: commonpb.MsgType_Insert,
MsgID: reqID,
Timestamp: 11,
SourceID: reqID,
},
CollectionName: "Collection",
PartitionName: "Partition",
SegmentID: 1,
ChannelID: "0",
Timestamps: []Timestamp{uint64(reqID)},
RowIDs: []int64{1},
RowData: []*commonpb.Blob{{}},
}
insertMsg := &msgstream.InsertMsg{
BaseMsg: baseMsg,
InsertRequest: insertRequest,
}
return insertMsg
case commonpb.MsgType_Delete:
deleteRequest := internalpb.DeleteRequest{
Base: &commonpb.MsgBase{
MsgType: commonpb.MsgType_Delete,
MsgID: reqID,
Timestamp: 11,
SourceID: reqID,
},
CollectionName: "Collection",
ChannelID: "1",
Timestamps: []Timestamp{1},
PrimaryKeys: []IntPrimaryKey{1},
}
deleteMsg := &msgstream.DeleteMsg{
BaseMsg: baseMsg,
DeleteRequest: deleteRequest,
}
return deleteMsg
case commonpb.MsgType_Search:
searchRequest := internalpb.SearchRequest{
Base: &commonpb.MsgBase{
MsgType: commonpb.MsgType_Search,
MsgID: reqID,
Timestamp: 11,
SourceID: reqID,
},
Query: nil,
ResultChannelID: "0",
}
searchMsg := &msgstream.SearchMsg{
BaseMsg: baseMsg,
SearchRequest: searchRequest,
}
return searchMsg
case commonpb.MsgType_SearchResult:
searchResult := internalpb.SearchResults{
Base: &commonpb.MsgBase{
MsgType: commonpb.MsgType_SearchResult,
MsgID: reqID,
Timestamp: 1,
SourceID: reqID,
},
Status: &commonpb.Status{ErrorCode: commonpb.ErrorCode_Success},
ResultChannelID: "0",
}
searchResultMsg := &msgstream.SearchResultMsg{
BaseMsg: baseMsg,
SearchResults: searchResult,
}
return searchResultMsg
case commonpb.MsgType_TimeTick:
timeTickResult := internalpb.TimeTickMsg{
Base: &commonpb.MsgBase{
MsgType: commonpb.MsgType_TimeTick,
MsgID: reqID,
Timestamp: 1,
SourceID: reqID,
},
}
timeTickMsg := &TimeTickMsg{
BaseMsg: baseMsg,
TimeTickMsg: timeTickResult,
}
return timeTickMsg
case commonpb.MsgType_QueryNodeStats:
queryNodeSegStats := internalpb.QueryNodeStats{
Base: &commonpb.MsgBase{
MsgType: commonpb.MsgType_QueryNodeStats,
SourceID: reqID,
},
}
queryNodeSegStatsMsg := &QueryNodeStatsMsg{
BaseMsg: baseMsg,
QueryNodeStats: queryNodeSegStats,
}
return queryNodeSegStatsMsg
}
return nil
}
func getTimeTickMsg(reqID UniqueID, hashValue uint32, time uint64) TsMsg {
baseMsg := BaseMsg{
BeginTimestamp: 0,
EndTimestamp: 0,
HashValues: []uint32{hashValue},
}
timeTickResult := internalpb.TimeTickMsg{
Base: &commonpb.MsgBase{
MsgType: commonpb.MsgType_TimeTick,
MsgID: reqID,
Timestamp: time,
SourceID: reqID,
},
}
timeTickMsg := &TimeTickMsg{
BaseMsg: baseMsg,
TimeTickMsg: timeTickResult,
}
return timeTickMsg
}
func initPulsarStream(pulsarAddress string,
producerChannels []string,
consumerChannels []string,
consumerSubName string,
opts ...RepackFunc) (msgstream.MsgStream, msgstream.MsgStream) {
factory := msgstream.ProtoUDFactory{}
// set input stream
inputStream, _ := newPulsarMsgStream(context.Background(), pulsarAddress, 100, 100, factory.NewUnmarshalDispatcher())
inputStream.AsProducer(producerChannels)
for _, opt := range opts {
inputStream.SetRepackFunc(opt)
}
inputStream.Start()
var input msgstream.MsgStream = inputStream
// set output stream
outputStream, _ := newPulsarMsgStream(context.Background(), pulsarAddress, 100, 100, factory.NewUnmarshalDispatcher())
outputStream.AsConsumer(consumerChannels, consumerSubName)
outputStream.Start()
var output msgstream.MsgStream = outputStream
return input, output
}
func initPulsarTtStream(pulsarAddress string,
producerChannels []string,
consumerChannels []string,
consumerSubName string,
opts ...RepackFunc) (msgstream.MsgStream, msgstream.MsgStream) {
factory := msgstream.ProtoUDFactory{}
// set input stream
inputStream, _ := newPulsarMsgStream(context.Background(), pulsarAddress, 100, 100, factory.NewUnmarshalDispatcher())
inputStream.AsProducer(producerChannels)
for _, opt := range opts {
inputStream.SetRepackFunc(opt)
}
inputStream.Start()
var input msgstream.MsgStream = inputStream
// set output stream
outputStream, _ := newPulsarTtMsgStream(context.Background(), pulsarAddress, 100, 100, factory.NewUnmarshalDispatcher())
outputStream.AsConsumer(consumerChannels, consumerSubName)
outputStream.Start()
var output msgstream.MsgStream = outputStream
return input, output
}
func receiveMsg(outputStream msgstream.MsgStream, msgCount int) {
receiveCount := 0
for {
result, _ := outputStream.Consume()
if len(result.Msgs) > 0 {
msgs := result.Msgs
for _, v := range msgs {
receiveCount++
fmt.Println("msg type: ", v.Type(), ", msg value: ", v)
}
}
if receiveCount >= msgCount {
break
}
}
}
func TestStream_PulsarMsgStream_Insert(t *testing.T) {
ctx := context.Background()
pulsarAddress, _ := Params.Load("_PulsarAddress")
c1, c2 := funcutil.RandomString(8), funcutil.RandomString(8)
producerChannels := []string{c1, c2}
consumerChannels := []string{c1, c2}
consumerSubName := funcutil.RandomString(8)
msgPack := msgstream.MsgPack{}
msgPack.Msgs = append(msgPack.Msgs, getTsMsg(commonpb.MsgType_Insert, 1, 1))
msgPack.Msgs = append(msgPack.Msgs, getTsMsg(commonpb.MsgType_Insert, 3, 3))
inputStream, outputStream := initPulsarStream(pulsarAddress, producerChannels, consumerChannels, consumerSubName)
err := inputStream.Produce(ctx, &msgPack)
if err != nil {
log.Fatalf("produce error = %v", err)
}
receiveMsg(outputStream, len(msgPack.Msgs))
inputStream.Close()
outputStream.Close()
}
func TestStream_PulsarMsgStream_Delete(t *testing.T) {
ctx := context.Background()
pulsarAddress, _ := Params.Load("_PulsarAddress")
c := funcutil.RandomString(8)
producerChannels := []string{c}
consumerChannels := []string{c}
consumerSubName := funcutil.RandomString(8)
msgPack := msgstream.MsgPack{}
msgPack.Msgs = append(msgPack.Msgs, getTsMsg(commonpb.MsgType_Delete, 1, 1))
//msgPack.Msgs = append(msgPack.Msgs, getTsMsg(commonpb.MsgType_Delete, 3, 3))
inputStream, outputStream := initPulsarStream(pulsarAddress, producerChannels, consumerChannels, consumerSubName)
err := inputStream.Produce(ctx, &msgPack)
if err != nil {
log.Fatalf("produce error = %v", err)
}
receiveMsg(outputStream, len(msgPack.Msgs))
inputStream.Close()
outputStream.Close()
}
func TestStream_PulsarMsgStream_Search(t *testing.T) {
ctx := context.Background()
pulsarAddress, _ := Params.Load("_PulsarAddress")
c := funcutil.RandomString(8)
producerChannels := []string{c}
consumerChannels := []string{c}
consumerSubName := funcutil.RandomString(8)
msgPack := msgstream.MsgPack{}
msgPack.Msgs = append(msgPack.Msgs, getTsMsg(commonpb.MsgType_Search, 1, 1))
msgPack.Msgs = append(msgPack.Msgs, getTsMsg(commonpb.MsgType_Search, 3, 3))
inputStream, outputStream := initPulsarStream(pulsarAddress, producerChannels, consumerChannels, consumerSubName)
err := inputStream.Produce(ctx, &msgPack)
if err != nil {
log.Fatalf("produce error = %v", err)
}
receiveMsg(outputStream, len(msgPack.Msgs))
inputStream.Close()
outputStream.Close()
}
func TestStream_PulsarMsgStream_SearchResult(t *testing.T) {
ctx := context.Background()
pulsarAddress, _ := Params.Load("_PulsarAddress")
c := funcutil.RandomString(8)
producerChannels := []string{c}
consumerChannels := []string{c}
consumerSubName := funcutil.RandomString(8)
msgPack := msgstream.MsgPack{}
msgPack.Msgs = append(msgPack.Msgs, getTsMsg(commonpb.MsgType_SearchResult, 1, 1))
msgPack.Msgs = append(msgPack.Msgs, getTsMsg(commonpb.MsgType_SearchResult, 3, 3))
inputStream, outputStream := initPulsarStream(pulsarAddress, producerChannels, consumerChannels, consumerSubName)
err := inputStream.Produce(ctx, &msgPack)
if err != nil {
log.Fatalf("produce error = %v", err)
}
receiveMsg(outputStream, len(msgPack.Msgs))
inputStream.Close()
outputStream.Close()
}
func TestStream_PulsarMsgStream_TimeTick(t *testing.T) {
ctx := context.Background()
pulsarAddress, _ := Params.Load("_PulsarAddress")
c := funcutil.RandomString(8)
producerChannels := []string{c}
consumerChannels := []string{c}
consumerSubName := funcutil.RandomString(8)
msgPack := msgstream.MsgPack{}
msgPack.Msgs = append(msgPack.Msgs, getTsMsg(commonpb.MsgType_TimeTick, 1, 1))
msgPack.Msgs = append(msgPack.Msgs, getTsMsg(commonpb.MsgType_TimeTick, 3, 3))
inputStream, outputStream := initPulsarStream(pulsarAddress, producerChannels, consumerChannels, consumerSubName)
err := inputStream.Produce(ctx, &msgPack)
if err != nil {
log.Fatalf("produce error = %v", err)
}
receiveMsg(outputStream, len(msgPack.Msgs))
inputStream.Close()
outputStream.Close()
}
func TestStream_PulsarMsgStream_BroadCast(t *testing.T) {
ctx := context.Background()
pulsarAddress, _ := Params.Load("_PulsarAddress")
c1, c2 := funcutil.RandomString(8), funcutil.RandomString(8)
producerChannels := []string{c1, c2}
consumerChannels := []string{c1, c2}
consumerSubName := funcutil.RandomString(8)
msgPack := msgstream.MsgPack{}
msgPack.Msgs = append(msgPack.Msgs, getTsMsg(commonpb.MsgType_TimeTick, 1, 1))
msgPack.Msgs = append(msgPack.Msgs, getTsMsg(commonpb.MsgType_TimeTick, 3, 3))
inputStream, outputStream := initPulsarStream(pulsarAddress, producerChannels, consumerChannels, consumerSubName)
err := inputStream.Broadcast(ctx, &msgPack)
if err != nil {
log.Fatalf("produce error = %v", err)
}
receiveMsg(outputStream, len(consumerChannels)*len(msgPack.Msgs))
inputStream.Close()
outputStream.Close()
}
func TestStream_PulsarMsgStream_RepackFunc(t *testing.T) {
ctx := context.Background()
pulsarAddress, _ := Params.Load("_PulsarAddress")
c1, c2 := funcutil.RandomString(8), funcutil.RandomString(8)
producerChannels := []string{c1, c2}
consumerChannels := []string{c1, c2}
consumerSubName := funcutil.RandomString(8)
msgPack := msgstream.MsgPack{}
msgPack.Msgs = append(msgPack.Msgs, getTsMsg(commonpb.MsgType_Insert, 1, 1))
msgPack.Msgs = append(msgPack.Msgs, getTsMsg(commonpb.MsgType_Insert, 3, 3))
inputStream, outputStream := initPulsarStream(pulsarAddress, producerChannels, consumerChannels, consumerSubName, repackFunc)
err := inputStream.Produce(ctx, &msgPack)
if err != nil {
log.Fatalf("produce error = %v", err)
}
receiveMsg(outputStream, len(msgPack.Msgs))
inputStream.Close()
outputStream.Close()
}
func TestStream_PulsarMsgStream_InsertRepackFunc(t *testing.T) {
ctx := context.Background()
pulsarAddress, _ := Params.Load("_PulsarAddress")
c1, c2 := funcutil.RandomString(8), funcutil.RandomString(8)
producerChannels := []string{c1, c2}
consumerChannels := []string{c1, c2}
consumerSubName := funcutil.RandomString(8)
baseMsg := msgstream.BaseMsg{
BeginTimestamp: 0,
EndTimestamp: 0,
HashValues: []uint32{1, 3},
}
insertRequest := internalpb.InsertRequest{
Base: &commonpb.MsgBase{
MsgType: commonpb.MsgType_Insert,
MsgID: 1,
Timestamp: 1,
SourceID: 1,
},
CollectionName: "Collection",
PartitionName: "Partition",
SegmentID: 1,
ChannelID: "1",
Timestamps: []msgstream.Timestamp{1, 1},
RowIDs: []int64{1, 3},
RowData: []*commonpb.Blob{{}, {}},
}
insertMsg := &msgstream.InsertMsg{
BaseMsg: baseMsg,
InsertRequest: insertRequest,
}
msgPack := msgstream.MsgPack{}
msgPack.Msgs = append(msgPack.Msgs, insertMsg)
factory := msgstream.ProtoUDFactory{}
inputStream, _ := newPulsarMsgStream(context.Background(), pulsarAddress, 100, 100, factory.NewUnmarshalDispatcher())
inputStream.AsProducer(producerChannels)
inputStream.Start()
outputStream, _ := newPulsarMsgStream(context.Background(), pulsarAddress, 100, 100, factory.NewUnmarshalDispatcher())
outputStream.AsConsumer(consumerChannels, consumerSubName)
outputStream.Start()
var output msgstream.MsgStream = outputStream
err := (*inputStream).Produce(ctx, &msgPack)
if err != nil {
log.Fatalf("produce error = %v", err)
}
receiveMsg(output, len(msgPack.Msgs)*2)
(*inputStream).Close()
(*outputStream).Close()
}
func TestStream_PulsarMsgStream_DeleteRepackFunc(t *testing.T) {
ctx := context.Background()
pulsarAddress, _ := Params.Load("_PulsarAddress")
c1, c2 := funcutil.RandomString(8), funcutil.RandomString(8)
producerChannels := []string{c1, c2}
consumerChannels := []string{c1, c2}
consumerSubName := funcutil.RandomString(8)
baseMsg := msgstream.BaseMsg{
BeginTimestamp: 0,
EndTimestamp: 0,
HashValues: []uint32{1, 3},
}
deleteRequest := internalpb.DeleteRequest{
Base: &commonpb.MsgBase{
MsgType: commonpb.MsgType_Delete,
MsgID: 1,
Timestamp: 1,
SourceID: 1,
},
CollectionName: "Collection",
ChannelID: "1",
Timestamps: []msgstream.Timestamp{1, 1},
PrimaryKeys: []int64{1, 3},
}
deleteMsg := &msgstream.DeleteMsg{
BaseMsg: baseMsg,
DeleteRequest: deleteRequest,
}
msgPack := msgstream.MsgPack{}
msgPack.Msgs = append(msgPack.Msgs, deleteMsg)
factory := msgstream.ProtoUDFactory{}
inputStream, _ := newPulsarMsgStream(context.Background(), pulsarAddress, 100, 100, factory.NewUnmarshalDispatcher())
inputStream.AsProducer(producerChannels)
inputStream.Start()
outputStream, _ := newPulsarMsgStream(context.Background(), pulsarAddress, 100, 100, factory.NewUnmarshalDispatcher())
outputStream.AsConsumer(consumerChannels, consumerSubName)
outputStream.Start()
var output msgstream.MsgStream = outputStream
err := (*inputStream).Produce(ctx, &msgPack)
if err != nil {
log.Fatalf("produce error = %v", err)
}
receiveMsg(output, len(msgPack.Msgs)*2)
(*inputStream).Close()
(*outputStream).Close()
}
func TestStream_PulsarMsgStream_DefaultRepackFunc(t *testing.T) {
ctx := context.Background()
pulsarAddress, _ := Params.Load("_PulsarAddress")
c1, c2 := funcutil.RandomString(8), funcutil.RandomString(8)
producerChannels := []string{c1, c2}
consumerChannels := []string{c1, c2}
consumerSubName := funcutil.RandomString(8)
msgPack := msgstream.MsgPack{}
msgPack.Msgs = append(msgPack.Msgs, getTsMsg(commonpb.MsgType_TimeTick, 1, 1))
msgPack.Msgs = append(msgPack.Msgs, getTsMsg(commonpb.MsgType_Search, 2, 2))
msgPack.Msgs = append(msgPack.Msgs, getTsMsg(commonpb.MsgType_SearchResult, 3, 3))
msgPack.Msgs = append(msgPack.Msgs, getTsMsg(commonpb.MsgType_QueryNodeStats, 4, 4))
factory := msgstream.ProtoUDFactory{}
inputStream, _ := newPulsarMsgStream(context.Background(), pulsarAddress, 100, 100, factory.NewUnmarshalDispatcher())
inputStream.AsProducer(producerChannels)
inputStream.Start()
outputStream, _ := newPulsarMsgStream(context.Background(), pulsarAddress, 100, 100, factory.NewUnmarshalDispatcher())
outputStream.AsConsumer(consumerChannels, consumerSubName)
outputStream.Start()
var output msgstream.MsgStream = outputStream
err := (*inputStream).Produce(ctx, &msgPack)
if err != nil {
log.Fatalf("produce error = %v", err)
}
receiveMsg(output, len(msgPack.Msgs))
(*inputStream).Close()
(*outputStream).Close()
}
func TestStream_PulsarTtMsgStream_Insert(t *testing.T) {
ctx := context.Background()
pulsarAddress, _ := Params.Load("_PulsarAddress")
c1, c2 := funcutil.RandomString(8), funcutil.RandomString(8)
producerChannels := []string{c1, c2}
consumerChannels := []string{c1, c2}
consumerSubName := funcutil.RandomString(8)
msgPack0 := msgstream.MsgPack{}
msgPack0.Msgs = append(msgPack0.Msgs, getTimeTickMsg(0, 0, 0))
msgPack1 := msgstream.MsgPack{}
msgPack1.Msgs = append(msgPack1.Msgs, getTsMsg(commonpb.MsgType_Insert, 1, 1))
msgPack1.Msgs = append(msgPack1.Msgs, getTsMsg(commonpb.MsgType_Insert, 3, 3))
msgPack2 := msgstream.MsgPack{}
msgPack2.Msgs = append(msgPack2.Msgs, getTimeTickMsg(5, 5, 5))
inputStream, outputStream := initPulsarTtStream(pulsarAddress, producerChannels, consumerChannels, consumerSubName)
err := inputStream.Broadcast(ctx, &msgPack0)
if err != nil {
log.Fatalf("broadcast error = %v", err)
}
err = inputStream.Produce(ctx, &msgPack1)
if err != nil {
log.Fatalf("produce error = %v", err)
}
err = inputStream.Broadcast(ctx, &msgPack2)
if err != nil {
log.Fatalf("broadcast error = %v", err)
}
receiveMsg(outputStream, len(msgPack1.Msgs))
inputStream.Close()
outputStream.Close()
}
func TestStream_PulsarTtMsgStream_Seek(t *testing.T) {
ctx := context.Background()
pulsarAddress, _ := Params.Load("_PulsarAddress")
c1, c2 := funcutil.RandomString(8), funcutil.RandomString(8)
producerChannels := []string{c1, c2}
consumerChannels := []string{c1, c2}
consumerSubName := funcutil.RandomString(8)
msgPack0 := MsgPack{}
msgPack0.Msgs = append(msgPack0.Msgs, getTimeTickMsg(0, 0, 0))
msgPack1 := MsgPack{}
msgPack1.Msgs = append(msgPack1.Msgs, getTsMsg(commonpb.MsgType_Insert, 1, 1))
msgPack1.Msgs = append(msgPack1.Msgs, getTsMsg(commonpb.MsgType_Insert, 19, 19))
msgPack2 := MsgPack{}
msgPack2.Msgs = append(msgPack2.Msgs, getTimeTickMsg(5, 5, 5))
msgPack3 := MsgPack{}
msgPack3.Msgs = append(msgPack3.Msgs, getTsMsg(commonpb.MsgType_Insert, 14, 14))
msgPack3.Msgs = append(msgPack3.Msgs, getTsMsg(commonpb.MsgType_Insert, 9, 9))
msgPack4 := MsgPack{}
msgPack4.Msgs = append(msgPack4.Msgs, getTimeTickMsg(11, 11, 11))
msgPack5 := MsgPack{}
msgPack5.Msgs = append(msgPack5.Msgs, getTimeTickMsg(15, 15, 15))
inputStream, outputStream := initPulsarTtStream(pulsarAddress, producerChannels, consumerChannels, consumerSubName)
err := inputStream.Broadcast(ctx, &msgPack0)
assert.Nil(t, err)
err = inputStream.Produce(ctx, &msgPack1)
assert.Nil(t, err)
err = inputStream.Broadcast(ctx, &msgPack2)
assert.Nil(t, err)
err = inputStream.Produce(ctx, &msgPack3)
assert.Nil(t, err)
err = inputStream.Broadcast(ctx, &msgPack4)
assert.Nil(t, err)
outputStream.Consume()
receivedMsg, _ := outputStream.Consume()
for _, position := range receivedMsg.StartPositions {
outputStream.Seek(position)
}
err = inputStream.Broadcast(ctx, &msgPack5)
assert.Nil(t, err)
seekMsg, _ := outputStream.Consume()
for _, msg := range seekMsg.Msgs {
assert.Equal(t, msg.BeginTs(), uint64(14))
}
inputStream.Close()
outputStream.Close()
}
func TestStream_PulsarTtMsgStream_UnMarshalHeader(t *testing.T) {
ctx := context.Background()
pulsarAddress, _ := Params.Load("_PulsarAddress")
c1, c2 := funcutil.RandomString(8), funcutil.RandomString(8)
producerChannels := []string{c1, c2}
consumerChannels := []string{c1, c2}
consumerSubName := funcutil.RandomString(8)
msgPack0 := msgstream.MsgPack{}
msgPack0.Msgs = append(msgPack0.Msgs, getTimeTickMsg(0, 0, 0))
msgPack1 := msgstream.MsgPack{}
msgPack1.Msgs = append(msgPack1.Msgs, getTsMsg(commonpb.MsgType_Insert, 1, 1))
msgPack1.Msgs = append(msgPack1.Msgs, getTsMsg(commonpb.MsgType_Insert, 3, 3))
msgPack2 := msgstream.MsgPack{}
msgPack2.Msgs = append(msgPack2.Msgs, getTimeTickMsg(5, 5, 5))
inputStream, outputStream := initPulsarTtStream(pulsarAddress, producerChannels, consumerChannels, consumerSubName)
err := inputStream.Broadcast(ctx, &msgPack0)
if err != nil {
log.Fatalf("broadcast error = %v", err)
}
err = inputStream.Produce(ctx, &msgPack1)
if err != nil {
log.Fatalf("produce error = %v", err)
}
err = inputStream.Broadcast(ctx, &msgPack2)
if err != nil {
log.Fatalf("broadcast error = %v", err)
}
receiveMsg(outputStream, len(msgPack1.Msgs))
inputStream.Close()
outputStream.Close()
}