package querynode import ( "context" "encoding/binary" "math" "testing" "time" "github.com/golang/protobuf/proto" "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/etcdpb" internalPb "github.com/zilliztech/milvus-distributed/internal/proto/internalpb" "github.com/zilliztech/milvus-distributed/internal/proto/schemapb" ) // NOTE: start pulsar before test func TestDataSyncService_Start(t *testing.T) { Params.Init() var ctx context.Context if closeWithDeadline { var cancel context.CancelFunc d := time.Now().Add(ctxTimeInMillisecond * time.Millisecond) ctx, cancel = context.WithDeadline(context.Background(), d) defer cancel() } else { ctx = context.Background() } // init query node pulsarURL, _ := Params.pulsarAddress() node := NewQueryNode(ctx, 0) // init meta collectionName := "collection0" fieldVec := schemapb.FieldSchema{ Name: "vec", IsPrimaryKey: false, DataType: schemapb.DataType_VECTOR_FLOAT, TypeParams: []*commonpb.KeyValuePair{ { Key: "dim", Value: "16", }, }, } fieldInt := schemapb.FieldSchema{ Name: "age", IsPrimaryKey: false, DataType: schemapb.DataType_INT32, TypeParams: []*commonpb.KeyValuePair{ { Key: "dim", Value: "1", }, }, } schema := schemapb.CollectionSchema{ Name: collectionName, AutoID: true, Fields: []*schemapb.FieldSchema{ &fieldVec, &fieldInt, }, } collectionMeta := etcdpb.CollectionMeta{ ID: UniqueID(0), Schema: &schema, CreateTime: Timestamp(0), SegmentIDs: []UniqueID{0}, PartitionTags: []string{"default"}, } collectionMetaBlob := proto.MarshalTextString(&collectionMeta) assert.NotEqual(t, "", collectionMetaBlob) var err = (*node.replica).addCollection(&collectionMeta, collectionMetaBlob) assert.NoError(t, err) collection, err := (*node.replica).getCollectionByName(collectionName) assert.NoError(t, err) assert.Equal(t, collection.meta.Schema.Name, "collection0") assert.Equal(t, collection.meta.ID, UniqueID(0)) assert.Equal(t, (*node.replica).getCollectionNum(), 1) err = (*node.replica).addPartition(collection.ID(), collectionMeta.PartitionTags[0]) assert.NoError(t, err) segmentID := UniqueID(0) err = (*node.replica).addSegment(segmentID, collectionMeta.PartitionTags[0], UniqueID(0)) assert.NoError(t, err) // test data generate const msgLength = 10 const DIM = 16 const N = 10 var vec = [DIM]float32{1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16} var rawData []byte for _, ele := range vec { buf := make([]byte, 4) binary.LittleEndian.PutUint32(buf, math.Float32bits(ele)) rawData = append(rawData, buf...) } bs := make([]byte, 4) binary.LittleEndian.PutUint32(bs, 1) rawData = append(rawData, bs...) var records []*commonpb.Blob for i := 0; i < N; i++ { blob := &commonpb.Blob{ Value: rawData, } records = append(records, blob) } timeRange := TimeRange{ timestampMin: 0, timestampMax: math.MaxUint64, } // messages generate insertMessages := make([]msgstream.TsMsg, 0) for i := 0; i < msgLength; i++ { var msg msgstream.TsMsg = &msgstream.InsertMsg{ BaseMsg: msgstream.BaseMsg{ HashValues: []uint32{ uint32(i), uint32(i), }, }, InsertRequest: internalPb.InsertRequest{ MsgType: internalPb.MsgType_kInsert, ReqID: int64(0), CollectionName: "collection0", PartitionTag: "default", SegmentID: int64(0), ChannelID: int64(0), ProxyID: int64(0), Timestamps: []uint64{uint64(i + 1000), uint64(i + 1000)}, RowIDs: []int64{int64(i), int64(i)}, RowData: []*commonpb.Blob{ {Value: rawData}, {Value: rawData}, }, }, } insertMessages = append(insertMessages, msg) } msgPack := msgstream.MsgPack{ BeginTs: timeRange.timestampMin, EndTs: timeRange.timestampMax, Msgs: insertMessages, } // generate timeTick timeTickMsgPack := msgstream.MsgPack{} baseMsg := msgstream.BaseMsg{ BeginTimestamp: 0, EndTimestamp: 0, HashValues: []uint32{0}, } timeTickResult := internalPb.TimeTickMsg{ MsgType: internalPb.MsgType_kTimeTick, PeerID: UniqueID(0), Timestamp: math.MaxUint64, } timeTickMsg := &msgstream.TimeTickMsg{ BaseMsg: baseMsg, TimeTickMsg: timeTickResult, } timeTickMsgPack.Msgs = append(timeTickMsgPack.Msgs, timeTickMsg) // pulsar produce const receiveBufSize = 1024 producerChannels := Params.insertChannelNames() insertStream := msgstream.NewPulsarMsgStream(ctx, receiveBufSize) insertStream.SetPulsarClient(pulsarURL) insertStream.CreatePulsarProducers(producerChannels) var insertMsgStream msgstream.MsgStream = insertStream insertMsgStream.Start() err = insertMsgStream.Produce(&msgPack) assert.NoError(t, err) err = insertMsgStream.Broadcast(&timeTickMsgPack) assert.NoError(t, err) // dataSync node.dataSyncService = newDataSyncService(node.ctx, node.replica) go node.dataSyncService.start() node.Close() <-ctx.Done() }