// 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 datanode import ( "bytes" "context" "encoding/binary" "errors" "path" "strconv" "sync" "unsafe" "go.uber.org/zap" "github.com/milvus-io/milvus/internal/kv" miniokv "github.com/milvus-io/milvus/internal/kv/minio" "github.com/milvus-io/milvus/internal/log" "github.com/milvus-io/milvus/internal/msgstream" "github.com/milvus-io/milvus/internal/storage" "github.com/milvus-io/milvus/internal/util/flowgraph" "github.com/milvus-io/milvus/internal/util/trace" "github.com/opentracing/opentracing-go" "github.com/milvus-io/milvus/internal/proto/commonpb" "github.com/milvus-io/milvus/internal/proto/etcdpb" "github.com/milvus-io/milvus/internal/proto/internalpb" "github.com/milvus-io/milvus/internal/proto/schemapb" ) const ( CollectionPrefix = "/collection/" SegmentPrefix = "/segment/" ) type ( InsertData = storage.InsertData Blob = storage.Blob ) type insertBufferNode struct { BaseNode insertBuffer *insertBuffer replica Replica flushMeta *binlogMeta // GOOSE TODO remove idAllocator allocatorInterface flushMap sync.Map minIOKV kv.BaseKV timeTickStream msgstream.MsgStream segmentStatisticsStream msgstream.MsgStream completeFlushStream msgstream.MsgStream } type insertBuffer struct { insertData map[UniqueID]*InsertData // SegmentID to InsertData maxSize int32 } func (ib *insertBuffer) size(segmentID UniqueID) int32 { if ib.insertData == nil || len(ib.insertData) <= 0 { return 0 } idata, ok := ib.insertData[segmentID] if !ok { return 0 } var maxSize int32 = 0 for _, data := range idata.Data { fdata, ok := data.(*storage.FloatVectorFieldData) if ok && int32(fdata.NumRows) > maxSize { maxSize = int32(fdata.NumRows) } bdata, ok := data.(*storage.BinaryVectorFieldData) if ok && int32(bdata.NumRows) > maxSize { maxSize = int32(bdata.NumRows) } } return maxSize } func (ib *insertBuffer) full(segmentID UniqueID) bool { return ib.size(segmentID) >= ib.maxSize } func (ibNode *insertBufferNode) Name() string { return "ibNode" } func (ibNode *insertBufferNode) Operate(in []flowgraph.Msg) []flowgraph.Msg { if len(in) != 1 { log.Error("Invalid operate message input in insertBufferNode", zap.Int("input length", len(in))) // TODO: add error handling } iMsg, ok := in[0].(*insertMsg) if !ok { log.Error("type assertion failed for insertMsg") // TODO: add error handling } if iMsg == nil { return []Msg{} } var spans []opentracing.Span for _, msg := range iMsg.insertMessages { sp, ctx := trace.StartSpanFromContext(msg.TraceCtx()) spans = append(spans, sp) msg.SetTraceCtx(ctx) } // Updating segment statistics uniqueSeg := make(map[UniqueID]int64) for _, msg := range iMsg.insertMessages { currentSegID := msg.GetSegmentID() collID := msg.GetCollectionID() partitionID := msg.GetPartitionID() if !ibNode.replica.hasSegment(currentSegID) { err := ibNode.replica.addSegment(currentSegID, collID, partitionID, msg.GetChannelID()) if err != nil { log.Error("add segment wrong", zap.Error(err)) } switch { case iMsg.startPositions == nil || len(iMsg.startPositions) <= 0: log.Error("insert Msg StartPosition empty") default: segment, err := ibNode.replica.getSegmentByID(currentSegID) if err != nil { log.Error("get segment wrong", zap.Error(err)) } var startPosition *internalpb.MsgPosition = nil for _, pos := range iMsg.startPositions { if pos.ChannelName == segment.channelName { startPosition = pos break } } if startPosition == nil { log.Error("get position wrong", zap.Error(err)) } else { ibNode.replica.setStartPosition(currentSegID, startPosition) } } } segNum := uniqueSeg[currentSegID] uniqueSeg[currentSegID] = segNum + int64(len(msg.RowIDs)) } segToUpdate := make([]UniqueID, 0, len(uniqueSeg)) for id, num := range uniqueSeg { segToUpdate = append(segToUpdate, id) err := ibNode.replica.updateStatistics(id, num) if err != nil { log.Error("update Segment Row number wrong", zap.Error(err)) } } if len(segToUpdate) > 0 { err := ibNode.updateSegStatistics(segToUpdate) if err != nil { log.Error("update segment statistics error", zap.Error(err)) } } // iMsg is insertMsg // 1. iMsg -> buffer for _, msg := range iMsg.insertMessages { if len(msg.RowIDs) != len(msg.Timestamps) || len(msg.RowIDs) != len(msg.RowData) { log.Error("misaligned messages detected") continue } currentSegID := msg.GetSegmentID() collectionID := msg.GetCollectionID() idata, ok := ibNode.insertBuffer.insertData[currentSegID] if !ok { idata = &InsertData{ Data: make(map[UniqueID]storage.FieldData), } } // 1.1 Get CollectionMeta collection, err := ibNode.replica.getCollectionByID(collectionID) if err != nil { // GOOSE TODO add error handler log.Error("Get meta wrong:", zap.Error(err)) continue } collSchema := collection.schema // 1.2 Get Fields var pos int = 0 // Record position of blob log.Debug("DataNode flow_graph_insert_buffer_node", zap.Any("Fields", collSchema.Fields)) var fieldIDs []int64 var fieldTypes []schemapb.DataType for _, field := range collSchema.Fields { fieldIDs = append(fieldIDs, field.FieldID) fieldTypes = append(fieldTypes, field.DataType) } log.Debug("DataNode flow_graph_insert_buffer_node", zap.Any("FieldIDs", fieldIDs)) log.Debug("DataNode flow_graph_insert_buffer_node", zap.Any("fieldTypes", fieldTypes)) for _, field := range collSchema.Fields { switch field.DataType { case schemapb.DataType_FloatVector: var dim int for _, t := range field.TypeParams { if t.Key == "dim" { dim, err = strconv.Atoi(t.Value) if err != nil { log.Error("strconv wrong") } break } } if dim <= 0 { log.Error("invalid dim") continue // TODO: add error handling } if _, ok := idata.Data[field.FieldID]; !ok { idata.Data[field.FieldID] = &storage.FloatVectorFieldData{ NumRows: 0, Data: make([]float32, 0), Dim: dim, } } fieldData := idata.Data[field.FieldID].(*storage.FloatVectorFieldData) var offset int for _, blob := range msg.RowData { offset = 0 for j := 0; j < dim; j++ { var v float32 buf := bytes.NewBuffer(blob.GetValue()[pos+offset:]) if err := binary.Read(buf, binary.LittleEndian, &v); err != nil { log.Error("binary.read float32 wrong", zap.Error(err)) } fieldData.Data = append(fieldData.Data, v) offset += int(unsafe.Sizeof(*(&v))) } } pos += offset fieldData.NumRows += len(msg.RowIDs) case schemapb.DataType_BinaryVector: var dim int for _, t := range field.TypeParams { if t.Key == "dim" { dim, err = strconv.Atoi(t.Value) if err != nil { log.Error("strconv wrong") } break } } if dim <= 0 { log.Error("invalid dim") // TODO: add error handling } if _, ok := idata.Data[field.FieldID]; !ok { idata.Data[field.FieldID] = &storage.BinaryVectorFieldData{ NumRows: 0, Data: make([]byte, 0), Dim: dim, } } fieldData := idata.Data[field.FieldID].(*storage.BinaryVectorFieldData) var offset int for _, blob := range msg.RowData { bv := blob.GetValue()[pos : pos+(dim/8)] fieldData.Data = append(fieldData.Data, bv...) offset = len(bv) } pos += offset fieldData.NumRows += len(msg.RowData) case schemapb.DataType_Bool: if _, ok := idata.Data[field.FieldID]; !ok { idata.Data[field.FieldID] = &storage.BoolFieldData{ NumRows: 0, Data: make([]bool, 0), } } fieldData := idata.Data[field.FieldID].(*storage.BoolFieldData) var v bool for _, blob := range msg.RowData { buf := bytes.NewReader(blob.GetValue()[pos:]) if err := binary.Read(buf, binary.LittleEndian, &v); err != nil { log.Error("binary.Read bool wrong", zap.Error(err)) } fieldData.Data = append(fieldData.Data, v) } pos += int(unsafe.Sizeof(*(&v))) fieldData.NumRows += len(msg.RowIDs) case schemapb.DataType_Int8: if _, ok := idata.Data[field.FieldID]; !ok { idata.Data[field.FieldID] = &storage.Int8FieldData{ NumRows: 0, Data: make([]int8, 0), } } fieldData := idata.Data[field.FieldID].(*storage.Int8FieldData) var v int8 for _, blob := range msg.RowData { buf := bytes.NewReader(blob.GetValue()[pos:]) if err := binary.Read(buf, binary.LittleEndian, &v); err != nil { log.Error("binary.Read int8 wrong", zap.Error(err)) } fieldData.Data = append(fieldData.Data, v) } pos += int(unsafe.Sizeof(*(&v))) fieldData.NumRows += len(msg.RowIDs) case schemapb.DataType_Int16: if _, ok := idata.Data[field.FieldID]; !ok { idata.Data[field.FieldID] = &storage.Int16FieldData{ NumRows: 0, Data: make([]int16, 0), } } fieldData := idata.Data[field.FieldID].(*storage.Int16FieldData) var v int16 for _, blob := range msg.RowData { buf := bytes.NewReader(blob.GetValue()[pos:]) if err := binary.Read(buf, binary.LittleEndian, &v); err != nil { log.Error("binary.Read int16 wrong", zap.Error(err)) } fieldData.Data = append(fieldData.Data, v) } pos += int(unsafe.Sizeof(*(&v))) fieldData.NumRows += len(msg.RowIDs) case schemapb.DataType_Int32: if _, ok := idata.Data[field.FieldID]; !ok { idata.Data[field.FieldID] = &storage.Int32FieldData{ NumRows: 0, Data: make([]int32, 0), } } fieldData := idata.Data[field.FieldID].(*storage.Int32FieldData) var v int32 for _, blob := range msg.RowData { buf := bytes.NewReader(blob.GetValue()[pos:]) if err := binary.Read(buf, binary.LittleEndian, &v); err != nil { log.Error("binary.Read int32 wrong", zap.Error(err)) } fieldData.Data = append(fieldData.Data, v) } pos += int(unsafe.Sizeof(*(&v))) fieldData.NumRows += len(msg.RowIDs) case schemapb.DataType_Int64: if _, ok := idata.Data[field.FieldID]; !ok { idata.Data[field.FieldID] = &storage.Int64FieldData{ NumRows: 0, Data: make([]int64, 0), } } fieldData := idata.Data[field.FieldID].(*storage.Int64FieldData) switch field.FieldID { case 0: // rowIDs fieldData.Data = append(fieldData.Data, msg.RowIDs...) fieldData.NumRows += len(msg.RowIDs) case 1: // Timestamps for _, ts := range msg.Timestamps { fieldData.Data = append(fieldData.Data, int64(ts)) } fieldData.NumRows += len(msg.Timestamps) default: var v int64 for _, blob := range msg.RowData { buf := bytes.NewBuffer(blob.GetValue()[pos:]) if err := binary.Read(buf, binary.LittleEndian, &v); err != nil { log.Error("binary.Read int64 wrong", zap.Error(err)) } fieldData.Data = append(fieldData.Data, v) } pos += int(unsafe.Sizeof(*(&v))) fieldData.NumRows += len(msg.RowIDs) } case schemapb.DataType_Float: if _, ok := idata.Data[field.FieldID]; !ok { idata.Data[field.FieldID] = &storage.FloatFieldData{ NumRows: 0, Data: make([]float32, 0), } } fieldData := idata.Data[field.FieldID].(*storage.FloatFieldData) var v float32 for _, blob := range msg.RowData { buf := bytes.NewBuffer(blob.GetValue()[pos:]) if err := binary.Read(buf, binary.LittleEndian, &v); err != nil { log.Error("binary.Read float32 wrong", zap.Error(err)) } fieldData.Data = append(fieldData.Data, v) } pos += int(unsafe.Sizeof(*(&v))) fieldData.NumRows += len(msg.RowIDs) case schemapb.DataType_Double: if _, ok := idata.Data[field.FieldID]; !ok { idata.Data[field.FieldID] = &storage.DoubleFieldData{ NumRows: 0, Data: make([]float64, 0), } } fieldData := idata.Data[field.FieldID].(*storage.DoubleFieldData) var v float64 for _, blob := range msg.RowData { buf := bytes.NewBuffer(blob.GetValue()[pos:]) if err := binary.Read(buf, binary.LittleEndian, &v); err != nil { log.Error("binary.Read float64 wrong", zap.Error(err)) } fieldData.Data = append(fieldData.Data, v) } pos += int(unsafe.Sizeof(*(&v))) fieldData.NumRows += len(msg.RowIDs) } } // 1.3 store in buffer ibNode.insertBuffer.insertData[currentSegID] = idata switch { case iMsg.endPositions == nil || len(iMsg.endPositions) <= 0: log.Error("insert Msg EndPosition empty") default: segment, err := ibNode.replica.getSegmentByID(currentSegID) if err != nil { log.Error("get segment wrong", zap.Error(err)) } var endPosition *internalpb.MsgPosition = nil for _, pos := range iMsg.endPositions { if pos.ChannelName == segment.channelName { endPosition = pos } } if endPosition == nil { log.Error("get position wrong", zap.Error(err)) } ibNode.replica.setEndPosition(currentSegID, endPosition) } } if len(iMsg.insertMessages) > 0 { log.Debug("---insert buffer status---") var stopSign int = 0 for k := range ibNode.insertBuffer.insertData { if stopSign >= 10 { log.Debug("......") break } log.Debug("seg buffer status", zap.Int64("segmentID", k), zap.Int32("buffer size", ibNode.insertBuffer.size(k))) stopSign++ } } // iMsg is Flush() msg from dataservice // 1. insertBuffer(not empty) -> binLogs -> minIO/S3 for _, msg := range iMsg.flushMessages { for _, currentSegID := range msg.segmentIDs { log.Debug(". Receiving flush message", zap.Int64("segmentID", currentSegID)) // finishCh := make(chan bool) finishCh := make(chan map[UniqueID]string) go ibNode.completeFlush(currentSegID, finishCh) if ibNode.insertBuffer.size(currentSegID) <= 0 { log.Debug(".. Buffer empty ...") finishCh <- make(map[UniqueID]string) continue } log.Debug(".. Buffer not empty, flushing ..") ibNode.flushMap.Store(currentSegID, ibNode.insertBuffer.insertData[currentSegID]) delete(ibNode.insertBuffer.insertData, currentSegID) clearFn := func() { finishCh <- nil log.Debug(".. Clearing flush Buffer ..") ibNode.flushMap.Delete(currentSegID) } seg, err := ibNode.replica.getSegmentByID(currentSegID) if err != nil { log.Error("Flush failed .. cannot get segment ..", zap.Error(err)) clearFn() continue } collSch, err := ibNode.getCollectionSchemaByID(seg.collectionID) if err != nil { log.Error("Flush failed .. cannot get collection schema ..", zap.Error(err)) clearFn() continue } collMeta := &etcdpb.CollectionMeta{ Schema: collSch, ID: seg.collectionID, } go flushSegment(collMeta, currentSegID, seg.partitionID, seg.collectionID, &ibNode.flushMap, ibNode.minIOKV, finishCh, ibNode.idAllocator) } } for _, segToFlush := range segToUpdate { // If full, auto flush if ibNode.insertBuffer.full(segToFlush) { log.Debug(". Insert Buffer full, auto flushing ", zap.Int32("num of rows", ibNode.insertBuffer.size(segToFlush))) collMeta, err := ibNode.getCollMetabySegID(segToFlush) if err != nil { log.Error("Auto flush failed .. cannot get collection meta ..", zap.Error(err)) continue } ibNode.flushMap.Store(segToFlush, ibNode.insertBuffer.insertData[segToFlush]) delete(ibNode.insertBuffer.insertData, segToFlush) collID, partitionID, err := ibNode.getCollectionandPartitionIDbySegID(segToFlush) if err != nil { log.Error("Auto flush failed .. cannot get collection ID or partition ID..", zap.Error(err)) continue } finishCh := make(chan map[UniqueID]string) go flushSegment(collMeta, segToFlush, partitionID, collID, &ibNode.flushMap, ibNode.minIOKV, finishCh, ibNode.idAllocator) go ibNode.bufferAutoFlushPaths(finishCh, segToFlush) } } if err := ibNode.writeHardTimeTick(iMsg.timeRange.timestampMax); err != nil { log.Error("send hard time tick into pulsar channel failed", zap.Error(err)) } var res Msg = &gcMsg{ gcRecord: iMsg.gcRecord, timeRange: iMsg.timeRange, } for _, sp := range spans { sp.Finish() } return []Msg{res} } func flushSegment(collMeta *etcdpb.CollectionMeta, segID, partitionID, collID UniqueID, insertData *sync.Map, kv kv.BaseKV, field2PathCh chan<- map[UniqueID]string, idAllocator allocatorInterface) { clearFn := func(isSuccess bool) { if !isSuccess { field2PathCh <- nil } log.Debug(".. Clearing flush Buffer ..") insertData.Delete(segID) } inCodec := storage.NewInsertCodec(collMeta) // buffer data to binlogs data, ok := insertData.Load(segID) if !ok { log.Error("Flush failed ... cannot load insertData ..") clearFn(false) return } binLogs, statsBinlogs, err := inCodec.Serialize(partitionID, segID, data.(*InsertData)) if err != nil { log.Error("Flush failed ... cannot generate binlog ..", zap.Error(err)) clearFn(false) return } log.Debug(".. Saving binlogs to MinIO ..", zap.Int("number", len(binLogs))) field2Path := make(map[UniqueID]string, len(binLogs)) kvs := make(map[string]string, len(binLogs)) paths := make([]string, 0, len(binLogs)) field2Logidx := make(map[UniqueID]UniqueID, len(binLogs)) // write insert binlog for _, blob := range binLogs { fieldID, err := strconv.ParseInt(blob.GetKey(), 10, 64) if err != nil { log.Error("Flush failed ... cannot parse string to fieldID ..", zap.Error(err)) clearFn(false) return } logidx, err := idAllocator.allocID() if err != nil { log.Error("Flush failed ... cannot alloc ID ..", zap.Error(err)) clearFn(false) return } // no error raise if alloc=false k, _ := idAllocator.genKey(false, collID, partitionID, segID, fieldID, logidx) key := path.Join(Params.InsertBinlogRootPath, k) paths = append(paths, key) kvs[key] = string(blob.Value[:]) field2Path[fieldID] = key field2Logidx[fieldID] = logidx } // write stats binlog for _, blob := range statsBinlogs { fieldID, err := strconv.ParseInt(blob.GetKey(), 10, 64) if err != nil { log.Error("Flush failed ... cannot parse string to fieldID ..", zap.Error(err)) clearFn(false) return } logidx := field2Logidx[fieldID] // no error raise if alloc=false k, _ := idAllocator.genKey(false, collID, partitionID, segID, fieldID, logidx) key := path.Join(Params.StatsBinlogRootPath, k) kvs[key] = string(blob.Value[:]) } err = kv.MultiSave(kvs) if err != nil { log.Error("Flush failed ... cannot save to MinIO ..", zap.Error(err)) _ = kv.MultiRemove(paths) clearFn(false) return } field2PathCh <- field2Path clearFn(true) } func (ibNode *insertBufferNode) bufferAutoFlushPaths(wait <-chan map[UniqueID]string, segID UniqueID) error { field2Path := <-wait if field2Path == nil { return errors.New("Nil field2Path") } return ibNode.replica.bufferAutoFlushBinlogPaths(segID, field2Path) } func (ibNode *insertBufferNode) completeFlush(segID UniqueID, wait <-chan map[UniqueID]string) { field2Path := <-wait if field2Path == nil { return } // TODO Call DataService RPC SaveBinlogPaths ibNode.replica.bufferAutoFlushBinlogPaths(segID, field2Path) bufferField2Paths, err := ibNode.replica.getBufferPaths(segID) if err != nil { log.Error("Flush failed ... cannot get buffered paths", zap.Error(err)) } // GOOSE TODO remove the below log.Debug(".. Saving binlog paths to etcd ..", zap.Int("number of fields", len(field2Path))) err = ibNode.flushMeta.SaveSegmentBinlogMetaTxn(segID, bufferField2Paths) if err != nil { log.Error("Flush failed ... cannot save binlog paths ..", zap.Error(err)) return } log.Debug(".. Segment flush completed ..") ibNode.replica.setIsFlushed(segID) ibNode.updateSegStatistics([]UniqueID{segID}) msgPack := msgstream.MsgPack{} completeFlushMsg := internalpb.SegmentFlushCompletedMsg{ Base: &commonpb.MsgBase{ MsgType: commonpb.MsgType_SegmentFlushDone, MsgID: 0, // GOOSE TODO Timestamp: 0, // GOOSE TODO SourceID: Params.NodeID, }, SegmentID: segID, } var msg msgstream.TsMsg = &msgstream.FlushCompletedMsg{ BaseMsg: msgstream.BaseMsg{ HashValues: []uint32{0}, }, SegmentFlushCompletedMsg: completeFlushMsg, } msgPack.Msgs = append(msgPack.Msgs, msg) err = ibNode.completeFlushStream.Produce(&msgPack) if err != nil { log.Error(".. Produce complete flush msg failed ..", zap.Error(err)) } } func (ibNode *insertBufferNode) writeHardTimeTick(ts Timestamp) error { msgPack := msgstream.MsgPack{} timeTickMsg := msgstream.TimeTickMsg{ BaseMsg: msgstream.BaseMsg{ BeginTimestamp: ts, EndTimestamp: ts, HashValues: []uint32{0}, }, TimeTickMsg: internalpb.TimeTickMsg{ Base: &commonpb.MsgBase{ MsgType: commonpb.MsgType_TimeTick, MsgID: 0, // GOOSE TODO Timestamp: ts, // GOOSE TODO SourceID: Params.NodeID, }, }, } msgPack.Msgs = append(msgPack.Msgs, &timeTickMsg) return ibNode.timeTickStream.Produce(&msgPack) } func (ibNode *insertBufferNode) updateSegStatistics(segIDs []UniqueID) error { log.Debug("Updating segments statistics...") statsUpdates := make([]*internalpb.SegmentStatisticsUpdates, 0, len(segIDs)) for _, segID := range segIDs { updates, err := ibNode.replica.getSegmentStatisticsUpdates(segID) if err != nil { log.Error("get segment statistics updates wrong", zap.Int64("segmentID", segID), zap.Error(err)) continue } statsUpdates = append(statsUpdates, updates) } segStats := internalpb.SegmentStatistics{ Base: &commonpb.MsgBase{ MsgType: commonpb.MsgType_SegmentStatistics, MsgID: UniqueID(0), // GOOSE TODO Timestamp: Timestamp(0), // GOOSE TODO SourceID: Params.NodeID, }, SegStats: statsUpdates, } var msg msgstream.TsMsg = &msgstream.SegmentStatisticsMsg{ BaseMsg: msgstream.BaseMsg{ HashValues: []uint32{0}, // GOOSE TODO }, SegmentStatistics: segStats, } var msgPack = msgstream.MsgPack{ Msgs: []msgstream.TsMsg{msg}, } return ibNode.segmentStatisticsStream.Produce(&msgPack) } func (ibNode *insertBufferNode) getCollectionSchemaByID(collectionID UniqueID) (*schemapb.CollectionSchema, error) { ret, err := ibNode.replica.getCollectionByID(collectionID) if err != nil { return nil, err } return ret.schema, nil } func (ibNode *insertBufferNode) getCollMetabySegID(segmentID UniqueID) (meta *etcdpb.CollectionMeta, err error) { ret, err := ibNode.replica.getSegmentByID(segmentID) if err != nil { return } meta = &etcdpb.CollectionMeta{} meta.ID = ret.collectionID coll, err := ibNode.replica.getCollectionByID(ret.collectionID) if err != nil { return } meta.Schema = coll.GetSchema() return } func (ibNode *insertBufferNode) getCollectionandPartitionIDbySegID(segmentID UniqueID) (collID, partitionID UniqueID, err error) { seg, err := ibNode.replica.getSegmentByID(segmentID) if err != nil { return } collID = seg.collectionID partitionID = seg.partitionID return } func newInsertBufferNode(ctx context.Context, flushMeta *binlogMeta, replica Replica, factory msgstream.Factory, idAllocator allocatorInterface) *insertBufferNode { maxQueueLength := Params.FlowGraphMaxQueueLength maxParallelism := Params.FlowGraphMaxParallelism baseNode := BaseNode{} baseNode.SetMaxQueueLength(maxQueueLength) baseNode.SetMaxParallelism(maxParallelism) maxSize := Params.FlushInsertBufferSize iBuffer := &insertBuffer{ insertData: make(map[UniqueID]*InsertData), maxSize: maxSize, } // MinIO option := &miniokv.Option{ Address: Params.MinioAddress, AccessKeyID: Params.MinioAccessKeyID, SecretAccessKeyID: Params.MinioSecretAccessKey, UseSSL: Params.MinioUseSSL, CreateBucket: true, BucketName: Params.MinioBucketName, } minIOKV, err := miniokv.NewMinIOKV(ctx, option) if err != nil { panic(err) } //input stream, data node time tick wTt, _ := factory.NewMsgStream(ctx) wTt.AsProducer([]string{Params.TimeTickChannelName}) log.Debug("datanode AsProducer: " + Params.TimeTickChannelName) var wTtMsgStream msgstream.MsgStream = wTt wTtMsgStream.Start() // update statistics channel segS, _ := factory.NewMsgStream(ctx) segS.AsProducer([]string{Params.SegmentStatisticsChannelName}) log.Debug("datanode AsProducer: " + Params.SegmentStatisticsChannelName) var segStatisticsMsgStream msgstream.MsgStream = segS segStatisticsMsgStream.Start() // segment flush completed channel cf, _ := factory.NewMsgStream(ctx) cf.AsProducer([]string{Params.CompleteFlushChannelName}) log.Debug("datanode AsProducer: " + Params.CompleteFlushChannelName) var completeFlushStream msgstream.MsgStream = cf completeFlushStream.Start() return &insertBufferNode{ BaseNode: baseNode, insertBuffer: iBuffer, minIOKV: minIOKV, timeTickStream: wTtMsgStream, segmentStatisticsStream: segStatisticsMsgStream, completeFlushStream: completeFlushStream, replica: replica, flushMeta: flushMeta, flushMap: sync.Map{}, idAllocator: idAllocator, } }