// 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 syncmgr import ( "context" "fmt" "strconv" "github.com/samber/lo" "go.uber.org/zap" "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" "github.com/milvus-io/milvus/internal/allocator" "github.com/milvus-io/milvus/internal/datanode/metacache" "github.com/milvus-io/milvus/internal/proto/datapb" "github.com/milvus-io/milvus/internal/proto/etcdpb" "github.com/milvus-io/milvus/internal/storage" "github.com/milvus-io/milvus/pkg/log" "github.com/milvus-io/milvus/pkg/metrics" "github.com/milvus-io/milvus/pkg/util/merr" "github.com/milvus-io/milvus/pkg/util/paramtable" "github.com/milvus-io/milvus/pkg/util/timerecord" ) type storageV1Serializer struct { collectionID int64 schema *schemapb.CollectionSchema pkField *schemapb.FieldSchema inCodec *storage.InsertCodec delCodec *storage.DeleteCodec allocator allocator.Interface metacache metacache.MetaCache metaWriter MetaWriter } func NewStorageSerializer(allocator allocator.Interface, metacache metacache.MetaCache, metaWriter MetaWriter) (*storageV1Serializer, error) { collectionID := metacache.Collection() schema := metacache.Schema() pkField := lo.FindOrElse(schema.GetFields(), nil, func(field *schemapb.FieldSchema) bool { return field.GetIsPrimaryKey() }) if pkField == nil { return nil, merr.WrapErrServiceInternal("cannot find pk field") } meta := &etcdpb.CollectionMeta{ Schema: schema, ID: collectionID, } inCodec := storage.NewInsertCodecWithSchema(meta) return &storageV1Serializer{ collectionID: collectionID, schema: schema, pkField: pkField, inCodec: inCodec, delCodec: storage.NewDeleteCodec(), allocator: allocator, metacache: metacache, metaWriter: metaWriter, }, nil } func (s *storageV1Serializer) EncodeBuffer(ctx context.Context, pack *SyncPack) (Task, error) { task := NewSyncTask() tr := timerecord.NewTimeRecorder("storage_serializer") log := log.Ctx(ctx).With( zap.Int64("segmentID", pack.segmentID), zap.Int64("collectionID", pack.collectionID), zap.String("channel", pack.channelName), ) if len(pack.insertData) > 0 { memSize := make(map[int64]int64) for _, chunk := range pack.insertData { for fieldID, fieldData := range chunk.Data { memSize[fieldID] += int64(fieldData.GetMemorySize()) } } task.binlogMemsize = memSize binlogBlobs, err := s.serializeBinlog(ctx, pack) if err != nil { log.Warn("failed to serialize binlog", zap.Error(err)) return nil, err } task.binlogBlobs = binlogBlobs singlePKStats, batchStatsBlob, err := s.serializeStatslog(pack) if err != nil { log.Warn("failed to serialized statslog", zap.Error(err)) return nil, err } task.batchStatsBlob = batchStatsBlob s.metacache.UpdateSegments(metacache.RollStats(singlePKStats), metacache.WithSegmentIDs(pack.segmentID)) } if pack.isFlush { if pack.level != datapb.SegmentLevel_L0 { mergedStatsBlob, err := s.serializeMergedPkStats(pack) if err != nil { log.Warn("failed to serialize merged stats log", zap.Error(err)) return nil, err } task.mergedStatsBlob = mergedStatsBlob } task.WithFlush() } if pack.deltaData != nil { deltaBlob, err := s.serializeDeltalog(pack) if err != nil { log.Warn("failed to serialize delta log", zap.Error(err)) return nil, err } task.deltaBlob = deltaBlob task.deltaRowCount = pack.deltaData.RowCount } if pack.isDrop { task.WithDrop() } s.setTaskMeta(task, pack) task.WithAllocator(s.allocator) metrics.DataNodeEncodeBufferLatency.WithLabelValues(fmt.Sprint(paramtable.GetNodeID()), pack.level.String()).Observe(float64(tr.RecordSpan().Milliseconds())) return task, nil } func (s *storageV1Serializer) setTaskMeta(task *SyncTask, pack *SyncPack) { task.WithCollectionID(pack.collectionID). WithPartitionID(pack.partitionID). WithChannelName(pack.channelName). WithSegmentID(pack.segmentID). WithBatchSize(pack.batchSize). WithSchema(s.metacache.Schema()). WithStartPosition(pack.startPosition). WithCheckpoint(pack.checkpoint). WithLevel(pack.level). WithTimeRange(pack.tsFrom, pack.tsTo). WithMetaCache(s.metacache). WithMetaWriter(s.metaWriter). WithFailureCallback(func(err error) { // TODO could change to unsub channel in the future panic(err) }) } func (s *storageV1Serializer) serializeBinlog(ctx context.Context, pack *SyncPack) (map[int64]*storage.Blob, error) { log := log.Ctx(ctx) blobs, err := s.inCodec.Serialize(pack.partitionID, pack.segmentID, pack.insertData...) if err != nil { return nil, err } result := make(map[int64]*storage.Blob) for _, blob := range blobs { fieldID, err := strconv.ParseInt(blob.GetKey(), 10, 64) if err != nil { log.Error("serialize buffer failed ... cannot parse string to fieldID ..", zap.Error(err)) return nil, err } result[fieldID] = blob } return result, nil } func (s *storageV1Serializer) serializeStatslog(pack *SyncPack) (*storage.PrimaryKeyStats, *storage.Blob, error) { var rowNum int64 var pkFieldData []storage.FieldData for _, chunk := range pack.insertData { chunkPKData := chunk.Data[s.pkField.GetFieldID()] pkFieldData = append(pkFieldData, chunkPKData) rowNum += int64(chunkPKData.RowNum()) } stats, err := storage.NewPrimaryKeyStats(s.pkField.GetFieldID(), int64(s.pkField.GetDataType()), rowNum) if err != nil { return nil, nil, err } for _, chunkPkData := range pkFieldData { stats.UpdateByMsgs(chunkPkData) } blob, err := s.inCodec.SerializePkStats(stats, pack.batchSize) if err != nil { return nil, nil, err } return stats, blob, nil } func (s *storageV1Serializer) serializeMergedPkStats(pack *SyncPack) (*storage.Blob, error) { segment, ok := s.metacache.GetSegmentByID(pack.segmentID) if !ok { return nil, merr.WrapErrSegmentNotFound(pack.segmentID) } return s.inCodec.SerializePkStatsList(lo.Map(segment.GetHistory(), func(pks *storage.PkStatistics, _ int) *storage.PrimaryKeyStats { return &storage.PrimaryKeyStats{ FieldID: s.pkField.GetFieldID(), MaxPk: pks.MaxPK, MinPk: pks.MinPK, BFType: pks.PkFilter.Type(), BF: pks.PkFilter, PkType: int64(s.pkField.GetDataType()), } }), segment.NumOfRows()) } func (s *storageV1Serializer) serializeDeltalog(pack *SyncPack) (*storage.Blob, error) { return s.delCodec.Serialize(pack.collectionID, pack.partitionID, pack.segmentID, pack.deltaData) }