// 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 compaction import ( "context" "path" "time" "go.uber.org/zap" "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" "github.com/milvus-io/milvus/internal/datanode/metacache" "github.com/milvus-io/milvus/internal/datanode/syncmgr" "github.com/milvus-io/milvus/internal/proto/datapb" "github.com/milvus-io/milvus/internal/storage" "github.com/milvus-io/milvus/pkg/log" "github.com/milvus-io/milvus/pkg/util/typeutil" ) func LoadStats(ctx context.Context, chunkManager storage.ChunkManager, schema *schemapb.CollectionSchema, segmentID int64, statsBinlogs []*datapb.FieldBinlog) ([]*storage.PkStatistics, error) { startTs := time.Now() log := log.With(zap.Int64("segmentID", segmentID)) log.Info("begin to init pk bloom filter", zap.Int("statsBinLogsLen", len(statsBinlogs))) pkField, err := typeutil.GetPrimaryFieldSchema(schema) if err != nil { return nil, err } // filter stats binlog files which is pk field stats log bloomFilterFiles := []string{} logType := storage.DefaultStatsType for _, binlog := range statsBinlogs { if binlog.FieldID != pkField.GetFieldID() { continue } Loop: for _, log := range binlog.GetBinlogs() { _, logidx := path.Split(log.GetLogPath()) // if special status log exist // only load one file switch logidx { case storage.CompoundStatsType.LogIdx(): bloomFilterFiles = []string{log.GetLogPath()} logType = storage.CompoundStatsType break Loop default: bloomFilterFiles = append(bloomFilterFiles, log.GetLogPath()) } } } // no stats log to parse, initialize a new BF if len(bloomFilterFiles) == 0 { log.Warn("no stats files to load") return nil, nil } // read historical PK filter values, err := chunkManager.MultiRead(ctx, bloomFilterFiles) if err != nil { log.Warn("failed to load bloom filter files", zap.Error(err)) return nil, err } blobs := make([]*storage.Blob, 0) for i := 0; i < len(values); i++ { blobs = append(blobs, &storage.Blob{Value: values[i]}) } var stats []*storage.PrimaryKeyStats if logType == storage.CompoundStatsType { stats, err = storage.DeserializeStatsList(blobs[0]) if err != nil { log.Warn("failed to deserialize stats list", zap.Error(err)) return nil, err } } else { stats, err = storage.DeserializeStats(blobs) if err != nil { log.Warn("failed to deserialize stats", zap.Error(err)) return nil, err } } var size uint result := make([]*storage.PkStatistics, 0, len(stats)) for _, stat := range stats { pkStat := &storage.PkStatistics{ PkFilter: stat.BF, MinPK: stat.MinPk, MaxPK: stat.MaxPk, } size += stat.BF.Cap() result = append(result, pkStat) } log.Info("Successfully load pk stats", zap.Any("time", time.Since(startTs)), zap.Uint("size", size)) return result, nil } func LoadStatsV2(storageCache *metacache.StorageV2Cache, segment *datapb.SegmentInfo, schema *schemapb.CollectionSchema) ([]*storage.PkStatistics, error) { space, err := storageCache.GetOrCreateSpace(segment.ID, syncmgr.SpaceCreatorFunc(segment.ID, schema, storageCache.ArrowSchema())) if err != nil { return nil, err } getResult := func(stats []*storage.PrimaryKeyStats) []*storage.PkStatistics { result := make([]*storage.PkStatistics, 0, len(stats)) for _, stat := range stats { pkStat := &storage.PkStatistics{ PkFilter: stat.BF, MinPK: stat.MinPk, MaxPK: stat.MaxPk, } result = append(result, pkStat) } return result } blobs := space.StatisticsBlobs() deserBlobs := make([]*storage.Blob, 0) for _, b := range blobs { if b.Name == storage.CompoundStatsType.LogIdx() { blobData := make([]byte, b.Size) _, err = space.ReadBlob(b.Name, blobData) if err != nil { return nil, err } stats, err := storage.DeserializeStatsList(&storage.Blob{Value: blobData}) if err != nil { return nil, err } return getResult(stats), nil } } for _, b := range blobs { blobData := make([]byte, b.Size) _, err = space.ReadBlob(b.Name, blobData) if err != nil { return nil, err } deserBlobs = append(deserBlobs, &storage.Blob{Value: blobData}) } stats, err := storage.DeserializeStats(deserBlobs) if err != nil { return nil, err } return getResult(stats), nil }