// 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 querynode import ( "context" "errors" "sync" "github.com/golang/protobuf/proto" "go.uber.org/zap" "github.com/milvus-io/milvus/internal/log" "github.com/milvus-io/milvus/internal/msgstream" "github.com/milvus-io/milvus/internal/proto/commonpb" "github.com/milvus-io/milvus/internal/proto/internalpb" "github.com/milvus-io/milvus/internal/proto/milvuspb" "github.com/milvus-io/milvus/internal/util/trace" "github.com/milvus-io/milvus/internal/util/tsoutil" oplog "github.com/opentracing/opentracing-go/log" ) type searchCollection struct { releaseCtx context.Context cancel context.CancelFunc collectionID UniqueID historicalReplica ReplicaInterface streamingReplica ReplicaInterface tSafeReplica TSafeReplicaInterface msgBuffer chan *msgstream.SearchMsg unsolvedMSgMu sync.Mutex // guards unsolvedMsg unsolvedMsg []*msgstream.SearchMsg tSafeMutex sync.Mutex tSafeWatcher *tSafeWatcher serviceableTimeMutex sync.Mutex // guards serviceableTime serviceableTime Timestamp searchResultMsgStream msgstream.MsgStream } type ResultEntityIds []UniqueID func newSearchCollection(releaseCtx context.Context, cancel context.CancelFunc, collectionID UniqueID, historicalReplica ReplicaInterface, streamingReplica ReplicaInterface, tSafeReplica TSafeReplicaInterface, searchResultStream msgstream.MsgStream) *searchCollection { receiveBufSize := Params.SearchReceiveBufSize msgBuffer := make(chan *msgstream.SearchMsg, receiveBufSize) unsolvedMsg := make([]*msgstream.SearchMsg, 0) sc := &searchCollection{ releaseCtx: releaseCtx, cancel: cancel, collectionID: collectionID, historicalReplica: historicalReplica, streamingReplica: streamingReplica, tSafeReplica: tSafeReplica, msgBuffer: msgBuffer, unsolvedMsg: unsolvedMsg, searchResultMsgStream: searchResultStream, } sc.register(collectionID) return sc } func (s *searchCollection) start() { go s.receiveSearchMsg() go s.doUnsolvedMsgSearch() } func (s *searchCollection) register(collectionID UniqueID) { // TODO: remove and use vChannel vChannel := collectionIDToChannel(collectionID) s.tSafeReplica.addTSafe(vChannel) s.tSafeMutex.Lock() s.tSafeWatcher = newTSafeWatcher() s.tSafeMutex.Unlock() s.tSafeReplica.registerTSafeWatcher(vChannel, s.tSafeWatcher) } func (s *searchCollection) addToUnsolvedMsg(msg *msgstream.SearchMsg) { s.unsolvedMSgMu.Lock() defer s.unsolvedMSgMu.Unlock() s.unsolvedMsg = append(s.unsolvedMsg, msg) } func (s *searchCollection) popAllUnsolvedMsg() []*msgstream.SearchMsg { s.unsolvedMSgMu.Lock() defer s.unsolvedMSgMu.Unlock() tmp := s.unsolvedMsg s.unsolvedMsg = s.unsolvedMsg[:0] return tmp } func (s *searchCollection) waitNewTSafe() Timestamp { // TODO: remove and use vChannel vChannel := collectionIDToChannel(s.collectionID) // block until dataSyncService updating tSafe s.tSafeWatcher.hasUpdate() ts := s.tSafeReplica.getTSafe(vChannel) return ts } func (s *searchCollection) getServiceableTime() Timestamp { s.serviceableTimeMutex.Lock() defer s.serviceableTimeMutex.Unlock() return s.serviceableTime } func (s *searchCollection) setServiceableTime(t Timestamp) { s.serviceableTimeMutex.Lock() gracefulTimeInMilliSecond := Params.GracefulTime if gracefulTimeInMilliSecond > 0 { gracefulTime := tsoutil.ComposeTS(gracefulTimeInMilliSecond, 0) s.serviceableTime = t + gracefulTime } else { s.serviceableTime = t } s.serviceableTimeMutex.Unlock() } func (s *searchCollection) emptySearch(searchMsg *msgstream.SearchMsg) { sp, ctx := trace.StartSpanFromContext(searchMsg.TraceCtx()) defer sp.Finish() searchMsg.SetTraceCtx(ctx) err := s.search(searchMsg) if err != nil { log.Error(err.Error()) err2 := s.publishFailedSearchResult(searchMsg, err.Error()) if err2 != nil { log.Error("publish FailedSearchResult failed", zap.Error(err2)) } } } func (s *searchCollection) receiveSearchMsg() { for { select { case <-s.releaseCtx.Done(): log.Debug("stop searchCollection's receiveSearchMsg", zap.Int64("collectionID", s.collectionID)) return case sm := <-s.msgBuffer: sp, ctx := trace.StartSpanFromContext(sm.TraceCtx()) sm.SetTraceCtx(ctx) log.Debug("get search message from msgBuffer", zap.Int64("msgID", sm.ID()), zap.Int64("collectionID", sm.CollectionID)) serviceTime := s.getServiceableTime() if sm.BeginTs() > serviceTime { bt, _ := tsoutil.ParseTS(sm.BeginTs()) st, _ := tsoutil.ParseTS(serviceTime) log.Debug("querynode::receiveSearchMsg: add to unsolvedMsgs", zap.Any("sm.BeginTs", bt), zap.Any("serviceTime", st), zap.Any("delta seconds", (sm.BeginTs()-serviceTime)/(1000*1000*1000)), zap.Any("collectionID", s.collectionID), ) s.addToUnsolvedMsg(sm) sp.LogFields( oplog.String("send to unsolved buffer", "send to unsolved buffer"), oplog.Object("begin ts", bt), oplog.Object("serviceTime", st), oplog.Float64("delta seconds", float64(sm.BeginTs()-serviceTime)/(1000.0*1000.0*1000.0)), ) sp.Finish() continue } log.Debug("doing search in receiveSearchMsg...", zap.Int64("msgID", sm.ID()), zap.Int64("collectionID", sm.CollectionID)) err := s.search(sm) if err != nil { log.Error(err.Error()) log.Debug("do search failed in receiveSearchMsg, prepare to publish failed search result", zap.Int64("msgID", sm.ID()), zap.Int64("collectionID", sm.CollectionID)) err2 := s.publishFailedSearchResult(sm, err.Error()) if err2 != nil { log.Error("publish FailedSearchResult failed", zap.Error(err2)) } } log.Debug("do search done in receiveSearchMsg", zap.Int64("msgID", sm.ID()), zap.Int64("collectionID", sm.CollectionID)) sp.Finish() } } } func (s *searchCollection) doUnsolvedMsgSearch() { for { select { case <-s.releaseCtx.Done(): log.Debug("stop searchCollection's doUnsolvedMsgSearch", zap.Int64("collectionID", s.collectionID)) return default: serviceTime := s.waitNewTSafe() s.setServiceableTime(serviceTime) log.Debug("querynode::doUnsolvedMsgSearch: setServiceableTime", zap.Any("serviceTime", serviceTime), ) log.Debug("get tSafe from flow graph", zap.Int64("collectionID", s.collectionID), zap.Uint64("tSafe", serviceTime)) searchMsg := make([]*msgstream.SearchMsg, 0) tempMsg := s.popAllUnsolvedMsg() for _, sm := range tempMsg { log.Debug("get search message from unsolvedMsg", zap.Int64("msgID", sm.ID()), zap.Int64("collectionID", sm.CollectionID)) if sm.EndTs() <= serviceTime { searchMsg = append(searchMsg, sm) continue } s.addToUnsolvedMsg(sm) } if len(searchMsg) <= 0 { continue } for _, sm := range searchMsg { sp, ctx := trace.StartSpanFromContext(sm.TraceCtx()) sm.SetTraceCtx(ctx) log.Debug("doing search in doUnsolvedMsgSearch...", zap.Int64("msgID", sm.ID()), zap.Int64("collectionID", sm.CollectionID)) err := s.search(sm) if err != nil { log.Error(err.Error()) log.Debug("do search failed in doUnsolvedMsgSearch, prepare to publish failed search result", zap.Int64("msgID", sm.ID()), zap.Int64("collectionID", sm.CollectionID)) err2 := s.publishFailedSearchResult(sm, err.Error()) if err2 != nil { log.Error("publish FailedSearchResult failed", zap.Error(err2)) } } sp.Finish() log.Debug("do search done in doUnsolvedMsgSearch", zap.Int64("msgID", sm.ID()), zap.Int64("collectionID", sm.CollectionID)) } log.Debug("doUnsolvedMsgSearch, do search done", zap.Int("num of searchMsg", len(searchMsg))) } } } // TODO:: cache map[dsl]plan // TODO: reBatched search requests func (s *searchCollection) search(searchMsg *msgstream.SearchMsg) error { sp, ctx := trace.StartSpanFromContext(searchMsg.TraceCtx()) defer sp.Finish() searchMsg.SetTraceCtx(ctx) searchTimestamp := searchMsg.Base.Timestamp collectionID := searchMsg.CollectionID collection, err := s.historicalReplica.getCollectionByID(collectionID) if err != nil { return err } var plan *Plan if searchMsg.GetDslType() == commonpb.DslType_BoolExprV1 { expr := searchMsg.SerializedExprPlan plan, err = createPlanByExpr(*collection, expr) if err != nil { return err } } else { dsl := searchMsg.Dsl plan, err = createPlan(*collection, dsl) if err != nil { return err } } searchRequestBlob := searchMsg.PlaceholderGroup searchReq, err := parseSearchRequest(plan, searchRequestBlob) if err != nil { return err } queryNum := searchReq.getNumOfQuery() searchRequests := make([]*searchRequest, 0) searchRequests = append(searchRequests, searchReq) searchResults := make([]*SearchResult, 0) matchedSegments := make([]*Segment, 0) //log.Debug("search msg's partitionID = ", partitionIDsInQuery) partitionIDsInHistoricalCol, err1 := s.historicalReplica.getPartitionIDs(collectionID) partitionIDsInStreamingCol, err2 := s.streamingReplica.getPartitionIDs(collectionID) if err1 != nil && err2 != nil { return err2 } var searchPartitionIDsInHistorical []UniqueID var searchPartitionIDsInStreaming []UniqueID partitionIDsInQuery := searchMsg.PartitionIDs if len(partitionIDsInQuery) == 0 { if len(partitionIDsInHistoricalCol) == 0 { return errors.New("none of this collection's partition has been loaded") } searchPartitionIDsInHistorical = partitionIDsInHistoricalCol searchPartitionIDsInStreaming = partitionIDsInStreamingCol } else { for _, id := range partitionIDsInQuery { _, err1 = s.historicalReplica.getPartitionByID(id) if err1 == nil { searchPartitionIDsInHistorical = append(searchPartitionIDsInHistorical, id) } _, err2 = s.streamingReplica.getPartitionByID(id) if err2 == nil { searchPartitionIDsInStreaming = append(searchPartitionIDsInStreaming, id) } if err1 != nil && err2 != nil { return err2 } } } if searchMsg.GetDslType() == commonpb.DslType_BoolExprV1 { sp.LogFields(oplog.String("statistical time", "stats start"), oplog.Object("nq", queryNum), oplog.Object("expr", searchMsg.SerializedExprPlan)) } else { sp.LogFields(oplog.String("statistical time", "stats start"), oplog.Object("nq", queryNum), oplog.Object("dsl", searchMsg.Dsl)) } sealedSegmentSearched := make([]UniqueID, 0) for _, partitionID := range searchPartitionIDsInHistorical { segmentIDs, err := s.historicalReplica.getSegmentIDs(partitionID) if err != nil { return err } for _, segmentID := range segmentIDs { segment, err := s.historicalReplica.getSegmentByID(segmentID) if err != nil { return err } searchResult, err := segment.segmentSearch(plan, searchRequests, []Timestamp{searchTimestamp}) if err != nil { return err } searchResults = append(searchResults, searchResult) matchedSegments = append(matchedSegments, segment) sealedSegmentSearched = append(sealedSegmentSearched, segmentID) } } //TODO:: get searched channels for _, partitionID := range searchPartitionIDsInStreaming { segmentIDs, err := s.streamingReplica.getSegmentIDs(partitionID) if err != nil { return err } for _, segmentID := range segmentIDs { segment, err := s.streamingReplica.getSegmentByID(segmentID) if err != nil { return err } searchResult, err := segment.segmentSearch(plan, searchRequests, []Timestamp{searchTimestamp}) if err != nil { return err } searchResults = append(searchResults, searchResult) matchedSegments = append(matchedSegments, segment) } } sp.LogFields(oplog.String("statistical time", "segment search end")) if len(searchResults) <= 0 { for _, group := range searchRequests { nq := group.getNumOfQuery() nilHits := make([][]byte, nq) hit := &milvuspb.Hits{} for i := 0; i < int(nq); i++ { bs, err := proto.Marshal(hit) if err != nil { return err } nilHits[i] = bs } resultChannelInt := 0 searchResultMsg := &msgstream.SearchResultMsg{ BaseMsg: msgstream.BaseMsg{Ctx: searchMsg.Ctx, HashValues: []uint32{uint32(resultChannelInt)}}, SearchResults: internalpb.SearchResults{ Base: &commonpb.MsgBase{ MsgType: commonpb.MsgType_SearchResult, MsgID: searchMsg.Base.MsgID, Timestamp: searchTimestamp, SourceID: searchMsg.Base.SourceID, }, Status: &commonpb.Status{ErrorCode: commonpb.ErrorCode_Success}, ResultChannelID: searchMsg.ResultChannelID, Hits: nilHits, MetricType: plan.getMetricType(), }, } err = s.publishSearchResult(searchResultMsg, searchMsg.CollectionID) if err != nil { return err } return nil } } inReduced := make([]bool, len(searchResults)) numSegment := int64(len(searchResults)) var marshaledHits *MarshaledHits = nil if numSegment == 1 { inReduced[0] = true err = fillTargetEntry(plan, searchResults, matchedSegments, inReduced) sp.LogFields(oplog.String("statistical time", "fillTargetEntry end")) if err != nil { return err } marshaledHits, err = reorganizeSingleQueryResult(plan, searchRequests, searchResults[0]) sp.LogFields(oplog.String("statistical time", "reorganizeSingleQueryResult end")) if err != nil { return err } } else { err = reduceSearchResults(searchResults, numSegment, inReduced) sp.LogFields(oplog.String("statistical time", "reduceSearchResults end")) if err != nil { return err } err = fillTargetEntry(plan, searchResults, matchedSegments, inReduced) sp.LogFields(oplog.String("statistical time", "fillTargetEntry end")) if err != nil { return err } marshaledHits, err = reorganizeQueryResults(plan, searchRequests, searchResults, numSegment, inReduced) sp.LogFields(oplog.String("statistical time", "reorganizeQueryResults end")) if err != nil { return err } } hitsBlob, err := marshaledHits.getHitsBlob() sp.LogFields(oplog.String("statistical time", "getHitsBlob end")) if err != nil { return err } var offset int64 = 0 for index := range searchRequests { hitBlobSizePeerQuery, err := marshaledHits.hitBlobSizeInGroup(int64(index)) if err != nil { return err } hits := make([][]byte, len(hitBlobSizePeerQuery)) for i, len := range hitBlobSizePeerQuery { hits[i] = hitsBlob[offset : offset+len] //test code to checkout marshaled hits //marshaledHit := hitsBlob[offset:offset+len] //unMarshaledHit := milvuspb.Hits{} //err = proto.Unmarshal(marshaledHit, &unMarshaledHit) //if err != nil { // return err //} //log.Debug("hits msg = ", unMarshaledHit) offset += len } resultChannelInt := 0 searchResultMsg := &msgstream.SearchResultMsg{ BaseMsg: msgstream.BaseMsg{Ctx: searchMsg.Ctx, HashValues: []uint32{uint32(resultChannelInt)}}, SearchResults: internalpb.SearchResults{ Base: &commonpb.MsgBase{ MsgType: commonpb.MsgType_SearchResult, MsgID: searchMsg.Base.MsgID, Timestamp: searchTimestamp, SourceID: searchMsg.Base.SourceID, }, Status: &commonpb.Status{ErrorCode: commonpb.ErrorCode_Success}, ResultChannelID: searchMsg.ResultChannelID, Hits: hits, MetricType: plan.getMetricType(), SealedSegmentIDsSearched: sealedSegmentSearched, ChannelIDsSearched: collection.getWatchedDmChannels(), //TODO:: get global sealed segment from etcd GlobalSealedSegmentIDs: sealedSegmentSearched, }, } // For debugging, please don't delete. //fmt.Println("==================== search result ======================") //for i := 0; i < len(hits); i++ { // testHits := milvuspb.Hits{} // err := proto.Unmarshal(hits[i], &testHits) // if err != nil { // panic(err) // } // fmt.Println(testHits.IDs) // fmt.Println(testHits.Scores) //} err = s.publishSearchResult(searchResultMsg, searchMsg.CollectionID) if err != nil { return err } } sp.LogFields(oplog.String("statistical time", "before free c++ memory")) deleteSearchResults(searchResults) deleteMarshaledHits(marshaledHits) sp.LogFields(oplog.String("statistical time", "stats done")) plan.delete() searchReq.delete() return nil } func (s *searchCollection) publishSearchResult(msg msgstream.TsMsg, collectionID UniqueID) error { log.Debug("publishing search result...", zap.Int64("msgID", msg.ID()), zap.Int64("collectionID", collectionID)) span, ctx := trace.StartSpanFromContext(msg.TraceCtx()) defer span.Finish() msg.SetTraceCtx(ctx) msgPack := msgstream.MsgPack{} msgPack.Msgs = append(msgPack.Msgs, msg) err := s.searchResultMsgStream.Produce(&msgPack) if err != nil { log.Error(err.Error()) } else { log.Debug("publish search result done", zap.Int64("msgID", msg.ID()), zap.Int64("collectionID", collectionID)) } return err } func (s *searchCollection) publishFailedSearchResult(searchMsg *msgstream.SearchMsg, errMsg string) error { span, ctx := trace.StartSpanFromContext(searchMsg.TraceCtx()) defer span.Finish() searchMsg.SetTraceCtx(ctx) //log.Debug("Public fail SearchResult!") msgPack := msgstream.MsgPack{} resultChannelInt := 0 searchResultMsg := &msgstream.SearchResultMsg{ BaseMsg: msgstream.BaseMsg{HashValues: []uint32{uint32(resultChannelInt)}}, SearchResults: internalpb.SearchResults{ Base: &commonpb.MsgBase{ MsgType: commonpb.MsgType_SearchResult, MsgID: searchMsg.Base.MsgID, Timestamp: searchMsg.Base.Timestamp, SourceID: searchMsg.Base.SourceID, }, Status: &commonpb.Status{ErrorCode: commonpb.ErrorCode_UnexpectedError, Reason: errMsg}, ResultChannelID: searchMsg.ResultChannelID, Hits: [][]byte{}, }, } msgPack.Msgs = append(msgPack.Msgs, searchResultMsg) err := s.searchResultMsgStream.Produce(&msgPack) if err != nil { return err } return nil }