// Licensed to the LF AI & Data foundation under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you 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 ( "context" "fmt" "reflect" "strconv" "sync/atomic" "github.com/golang/protobuf/proto" "github.com/opentracing/opentracing-go" "go.uber.org/zap" "github.com/milvus-io/milvus/api/commonpb" "github.com/milvus-io/milvus/internal/common" "github.com/milvus-io/milvus/internal/log" "github.com/milvus-io/milvus/internal/metrics" "github.com/milvus-io/milvus/internal/mq/msgstream" "github.com/milvus-io/milvus/internal/proto/datapb" "github.com/milvus-io/milvus/internal/proto/internalpb" "github.com/milvus-io/milvus/internal/util/flowgraph" "github.com/milvus-io/milvus/internal/util/funcutil" "github.com/milvus-io/milvus/internal/util/metricsinfo" "github.com/milvus-io/milvus/internal/util/retry" "github.com/milvus-io/milvus/internal/util/trace" "github.com/milvus-io/milvus/internal/util/tsoutil" ) // make sure ddNode implements flowgraph.Node var _ flowgraph.Node = (*ddNode)(nil) // ddNode filters messages from message streams. // // ddNode recives all the messages from message stream dml channels, including insert messages, // delete messages and ddl messages like CreateCollectionMsg and DropCollectionMsg. // // ddNode filters insert messages according to the `sealedSegment`. // ddNode will filter out the insert message for those who belong to `sealedSegment` // // When receiving a `DropCollection` message, ddNode will send a signal to DataNode `BackgroundGC` // goroutinue, telling DataNode to release the resources of this particular flow graph. // // After the filtering process, ddNode passes all the valid insert messages and delete message // to the following flow graph node, which in DataNode is `insertBufferNode` type ddNode struct { BaseNode ctx context.Context collectionID UniqueID vChannelName string deltaMsgStream msgstream.MsgStream dropMode atomic.Value compactionExecutor *compactionExecutor // for recovery growingSegInfo map[UniqueID]*datapb.SegmentInfo // segmentID sealedSegInfo map[UniqueID]*datapb.SegmentInfo // segmentID droppedSegmentIDs []int64 } // Name returns node name, implementing flowgraph.Node func (ddn *ddNode) Name() string { return fmt.Sprintf("ddNode-%d-%s", ddn.collectionID, ddn.vChannelName) } // Operate handles input messages, implementing flowgrpah.Node func (ddn *ddNode) Operate(in []Msg) []Msg { if in == nil { log.Debug("type assertion failed for MsgStreamMsg because it's nil") return []Msg{} } if len(in) != 1 { log.Warn("Invalid operate message input in ddNode", zap.Int("input length", len(in))) return []Msg{} } msMsg, ok := in[0].(*MsgStreamMsg) if !ok { log.Warn("type assertion failed for MsgStreamMsg", zap.String("name", reflect.TypeOf(in[0]).Name())) return []Msg{} } var spans []opentracing.Span for _, msg := range msMsg.TsMessages() { sp, ctx := trace.StartSpanFromContext(msg.TraceCtx()) spans = append(spans, sp) msg.SetTraceCtx(ctx) } if load := ddn.dropMode.Load(); load != nil && load.(bool) { log.Debug("ddNode in dropMode", zap.String("vChannelName", ddn.vChannelName), zap.Int64("collection ID", ddn.collectionID)) return []Msg{} } var fgMsg = flowGraphMsg{ insertMessages: make([]*msgstream.InsertMsg, 0), timeRange: TimeRange{ timestampMin: msMsg.TimestampMin(), timestampMax: msMsg.TimestampMax(), }, startPositions: make([]*internalpb.MsgPosition, 0), endPositions: make([]*internalpb.MsgPosition, 0), dropCollection: false, } var forwardMsgs []msgstream.TsMsg for _, msg := range msMsg.TsMessages() { switch msg.Type() { case commonpb.MsgType_DropCollection: if msg.(*msgstream.DropCollectionMsg).GetCollectionID() == ddn.collectionID { log.Info("Receiving DropCollection msg", zap.Any("collectionID", ddn.collectionID), zap.String("vChannelName", ddn.vChannelName)) ddn.dropMode.Store(true) log.Info("Stop compaction of vChannel", zap.String("vChannelName", ddn.vChannelName)) ddn.compactionExecutor.stopExecutingtaskByVChannelName(ddn.vChannelName) fgMsg.dropCollection = true } case commonpb.MsgType_DropPartition: dpMsg := msg.(*msgstream.DropPartitionMsg) if dpMsg.GetCollectionID() == ddn.collectionID { log.Info("drop partition msg received", zap.Int64("collectionID", dpMsg.GetCollectionID()), zap.Int64("partitionID", dpMsg.GetPartitionID()), zap.String("vChanneName", ddn.vChannelName)) fgMsg.dropPartitions = append(fgMsg.dropPartitions, dpMsg.PartitionID) } case commonpb.MsgType_Insert: imsg := msg.(*msgstream.InsertMsg) if imsg.CollectionID != ddn.collectionID { log.Warn("filter invalid insert message, collection mis-match", zap.Int64("Get collID", imsg.CollectionID), zap.Int64("Expected collID", ddn.collectionID)) continue } if ddn.tryToFilterSegmentInsertMessages(imsg) { log.Info("filter insert messages", zap.Int64("filter segment ID", imsg.GetSegmentID()), zap.Uint64("message timestamp", msg.EndTs()), zap.String("segment's vChannel", imsg.GetShardName()), zap.String("current vChannel", ddn.vChannelName)) continue } rateCol.Add(metricsinfo.InsertConsumeThroughput, float64(proto.Size(&imsg.InsertRequest))) metrics.DataNodeConsumeCounter.WithLabelValues(strconv.FormatInt(Params.DataNodeCfg.GetNodeID(), 10), metrics.InsertLabel).Add(float64(proto.Size(&imsg.InsertRequest))) log.Debug("DDNode receive insert messages", zap.Int("numRows", len(imsg.GetRowIDs())), zap.String("vChannelName", ddn.vChannelName)) fgMsg.insertMessages = append(fgMsg.insertMessages, imsg) case commonpb.MsgType_Delete: dmsg := msg.(*msgstream.DeleteMsg) log.Debug("DDNode receive delete messages", zap.Int64("num", dmsg.NumRows), zap.String("vChannelName", ddn.vChannelName)) for i := int64(0); i < dmsg.NumRows; i++ { dmsg.HashValues = append(dmsg.HashValues, uint32(0)) } forwardMsgs = append(forwardMsgs, dmsg) if dmsg.CollectionID != ddn.collectionID { log.Warn("filter invalid DeleteMsg, collection mis-match", zap.Int64("Get collID", dmsg.CollectionID), zap.Int64("Expected collID", ddn.collectionID)) continue } rateCol.Add(metricsinfo.DeleteConsumeThroughput, float64(proto.Size(&dmsg.DeleteRequest))) metrics.DataNodeConsumeCounter.WithLabelValues(strconv.FormatInt(Params.DataNodeCfg.GetNodeID(), 10), metrics.DeleteLabel).Add(float64(proto.Size(&dmsg.DeleteRequest))) fgMsg.deleteMessages = append(fgMsg.deleteMessages, dmsg) } } err := retry.Do(ddn.ctx, func() error { return ddn.forwardDeleteMsg(forwardMsgs, msMsg.TimestampMin(), msMsg.TimestampMax()) }, getFlowGraphRetryOpt()) if err != nil { err = fmt.Errorf("DDNode forward delete msg failed, vChannel = %s, err = %s", ddn.vChannelName, err) log.Error(err.Error()) if !common.IsIgnorableError(err) { panic(err) } } fgMsg.startPositions = append(fgMsg.startPositions, msMsg.StartPositions()...) fgMsg.endPositions = append(fgMsg.endPositions, msMsg.EndPositions()...) for _, sp := range spans { sp.Finish() } return []Msg{&fgMsg} } func (ddn *ddNode) tryToFilterSegmentInsertMessages(msg *msgstream.InsertMsg) bool { if msg.GetShardName() != ddn.vChannelName { return true } // Filter all dropped segments if ddn.isDropped(msg.GetSegmentID()) { return true } // Filter all sealed segments until current Ts > Sealed segment cp for segID, segInfo := range ddn.sealedSegInfo { if msg.EndTs() > segInfo.GetDmlPosition().GetTimestamp() { delete(ddn.sealedSegInfo, segID) } } if _, ok := ddn.sealedSegInfo[msg.GetSegmentID()]; ok { return true } // Filter all growing segments until current Ts > growing segment dmlPosition if si, ok := ddn.growingSegInfo[msg.GetSegmentID()]; ok { if msg.EndTs() <= si.GetDmlPosition().GetTimestamp() { return true } delete(ddn.growingSegInfo, msg.GetSegmentID()) } return false } func (ddn *ddNode) isDropped(segID UniqueID) bool { for _, droppedSegmentID := range ddn.droppedSegmentIDs { if droppedSegmentID == segID { return true } } return false } func (ddn *ddNode) forwardDeleteMsg(msgs []msgstream.TsMsg, minTs Timestamp, maxTs Timestamp) error { if len(msgs) != 0 { var msgPack = msgstream.MsgPack{ Msgs: msgs, BeginTs: minTs, EndTs: maxTs, } if err := ddn.deltaMsgStream.Produce(&msgPack); err != nil { return err } } if err := ddn.sendDeltaTimeTick(maxTs); err != nil { return err } return nil } func (ddn *ddNode) sendDeltaTimeTick(ts Timestamp) error { msgPack := msgstream.MsgPack{} baseMsg := msgstream.BaseMsg{ BeginTimestamp: ts, EndTimestamp: ts, HashValues: []uint32{0}, } timeTickResult := internalpb.TimeTickMsg{ Base: &commonpb.MsgBase{ MsgType: commonpb.MsgType_TimeTick, MsgID: 0, Timestamp: ts, SourceID: Params.DataNodeCfg.GetNodeID(), }, } timeTickMsg := &msgstream.TimeTickMsg{ BaseMsg: baseMsg, TimeTickMsg: timeTickResult, } msgPack.Msgs = append(msgPack.Msgs, timeTickMsg) if err := ddn.deltaMsgStream.Produce(&msgPack); err != nil { return err } p, _ := tsoutil.ParseTS(ts) log.RatedDebug(10.0, "DDNode sent delta timeTick", zap.Any("collectionID", ddn.collectionID), zap.Any("ts", ts), zap.Any("ts_p", p), zap.Any("channel", ddn.vChannelName), ) return nil } func (ddn *ddNode) Close() { if ddn.deltaMsgStream != nil { ddn.deltaMsgStream.Close() } } func newDDNode(ctx context.Context, collID UniqueID, vChannelName string, droppedSegmentIDs []UniqueID, sealedSegments []*datapb.SegmentInfo, growingSegments []*datapb.SegmentInfo, msFactory msgstream.Factory, compactor *compactionExecutor) (*ddNode, error) { baseNode := BaseNode{} baseNode.SetMaxQueueLength(Params.DataNodeCfg.FlowGraphMaxQueueLength) baseNode.SetMaxParallelism(Params.DataNodeCfg.FlowGraphMaxParallelism) deltaStream, err := msFactory.NewMsgStream(ctx) if err != nil { return nil, err } pChannelName := funcutil.ToPhysicalChannel(vChannelName) log.Info("ddNode convert vChannel to pChannel", zap.String("vChannelName", vChannelName), zap.String("pChannelName", pChannelName), ) deltaChannelName, err := funcutil.ConvertChannelName(pChannelName, Params.CommonCfg.RootCoordDml, Params.CommonCfg.RootCoordDelta) if err != nil { return nil, err } deltaStream.SetRepackFunc(msgstream.DefaultRepackFunc) deltaStream.AsProducer([]string{deltaChannelName}) metrics.DataNodeNumProducers.WithLabelValues(fmt.Sprint(Params.DataNodeCfg.GetNodeID())).Inc() log.Debug("datanode AsProducer", zap.String("DeltaChannelName", deltaChannelName)) var deltaMsgStream msgstream.MsgStream = deltaStream deltaMsgStream.Start() dd := &ddNode{ ctx: ctx, BaseNode: baseNode, collectionID: collID, sealedSegInfo: make(map[UniqueID]*datapb.SegmentInfo, len(sealedSegments)), growingSegInfo: make(map[UniqueID]*datapb.SegmentInfo, len(growingSegments)), droppedSegmentIDs: droppedSegmentIDs, vChannelName: vChannelName, deltaMsgStream: deltaMsgStream, compactionExecutor: compactor, } dd.dropMode.Store(false) for _, s := range sealedSegments { dd.sealedSegInfo[s.GetID()] = s } for _, s := range growingSegments { dd.growingSegInfo[s.GetID()] = s } log.Info("ddNode add sealed and growing segments", zap.Int64("collectionID", collID), zap.Int("No. sealed segments", len(sealedSegments)), zap.Int("No. growing segments", len(growingSegments)), ) return dd, nil }