// 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" "errors" "path" "strconv" "time" "github.com/milvus-io/milvus/internal/common" "github.com/milvus-io/milvus/internal/log" "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/internal/util/metautil" "go.uber.org/zap" "golang.org/x/sync/errgroup" ) var ( errUploadToBlobStorage = errors.New("upload to blob storage wrong") errDownloadFromBlobStorage = errors.New("download from blob storage wrong") ) type downloader interface { // donload downloads insert-binlogs, stats-binlogs, and, delta-binlogs from blob storage for given paths. // The paths are 1 group of binlog paths generated by 1 `Serialize`. // // errDownloadFromBlobStorage is returned if ctx is canceled from outside while a downloading is inprogress. // Beware of the ctx here, if no timeout or cancel is applied to this ctx, this downloading may retry forever. download(ctx context.Context, paths []string) ([]*Blob, error) } type uploader interface { // upload saves InsertData and DeleteData into blob storage, stats binlogs are generated from InsertData. // // errUploadToBlobStorage is returned if ctx is canceled from outside while a uploading is inprogress. // Beware of the ctx here, if no timeout or cancel is applied to this ctx, this uploading may retry forever. upload(ctx context.Context, segID, partID UniqueID, iData []*InsertData, dData *DeleteData, meta *etcdpb.CollectionMeta) (*segPaths, error) uploadInsertLog(ctx context.Context, segID, partID UniqueID, iData *InsertData, meta *etcdpb.CollectionMeta) (map[UniqueID]*datapb.FieldBinlog, map[UniqueID]*datapb.FieldBinlog, error) uploadDeltaLog(ctx context.Context, segID, partID UniqueID, dData *DeleteData, meta *etcdpb.CollectionMeta) ([]*datapb.FieldBinlog, error) } type binlogIO struct { storage.ChunkManager allocatorInterface } var _ downloader = (*binlogIO)(nil) var _ uploader = (*binlogIO)(nil) func (b *binlogIO) download(ctx context.Context, paths []string) ([]*Blob, error) { var ( err = errStart vs [][]byte ) g, gCtx := errgroup.WithContext(ctx) g.Go(func() error { for err != nil { select { case <-gCtx.Done(): log.Warn("ctx done when downloading kvs from blob storage") return errDownloadFromBlobStorage default: if err != errStart { log.Warn("downloading failed, retry in 50ms", zap.Strings("paths", paths)) <-time.After(50 * time.Millisecond) } vs, err = b.MultiRead(ctx, paths) } } return nil }) if err := g.Wait(); err != nil { return nil, err } rst := make([]*Blob, len(vs)) for i := range rst { rst[i] = &Blob{Value: vs[i]} } return rst, nil } func (b *binlogIO) uploadSegmentFiles( ctx context.Context, CollectionID UniqueID, segID UniqueID, kvs map[string][]byte) error { var err = errStart for err != nil { select { case <-ctx.Done(): log.Warn("ctx done when saving kvs to blob storage", zap.Int64("collectionID", CollectionID), zap.Int64("segmentID", segID), zap.Int("number of kvs", len(kvs))) return errUploadToBlobStorage default: if err != errStart { log.Warn("save binlog failed, retry in 50ms", zap.Int64("collectionID", CollectionID), zap.Int64("segmentID", segID)) <-time.After(50 * time.Millisecond) } err = b.MultiWrite(ctx, kvs) } } return nil } type segPaths struct { inPaths []*datapb.FieldBinlog statsPaths []*datapb.FieldBinlog deltaInfo []*datapb.FieldBinlog } func (b *binlogIO) upload( ctx context.Context, segID, partID UniqueID, iDatas []*InsertData, dData *DeleteData, meta *etcdpb.CollectionMeta) (*segPaths, error) { var ( p = &segPaths{} // The returns kvs = make(map[string][]byte) // Key values to store in minIO insertField2Path = make(map[UniqueID]*datapb.FieldBinlog) // FieldID > its FieldBinlog statsField2Path = make(map[UniqueID]*datapb.FieldBinlog) // FieldID > its statsBinlog ) for _, iData := range iDatas { tf, ok := iData.Data[common.TimeStampField] if !ok || tf.RowNum() == 0 { log.Warn("binlog io uploading empty insert data", zap.Int64("segmentID", segID), zap.Int64("collectionID", meta.GetID()), ) continue } blobs, inpaths, statspaths, err := b.genInsertBlobs(iData, partID, segID, meta) if err != nil { log.Warn("generate insert blobs wrong", zap.Int64("collectionID", meta.GetID()), zap.Int64("segmentID", segID), zap.Error(err)) return nil, err } for k, v := range blobs { kvs[k] = v } for fID, path := range inpaths { tmpBinlog, ok := insertField2Path[fID] if !ok { tmpBinlog = path } else { tmpBinlog.Binlogs = append(tmpBinlog.Binlogs, path.GetBinlogs()...) } insertField2Path[fID] = tmpBinlog } for fID, path := range statspaths { tmpBinlog, ok := statsField2Path[fID] if !ok { tmpBinlog = path } else { tmpBinlog.Binlogs = append(tmpBinlog.Binlogs, path.GetBinlogs()...) } statsField2Path[fID] = tmpBinlog } } for _, path := range insertField2Path { p.inPaths = append(p.inPaths, path) } for _, path := range statsField2Path { p.statsPaths = append(p.statsPaths, path) } // If there are delta binlogs if dData.RowCount > 0 { k, v, err := b.genDeltaBlobs(dData, meta.GetID(), partID, segID) if err != nil { log.Warn("generate delta blobs wrong", zap.Int64("collectionID", meta.GetID()), zap.Int64("segmentID", segID), zap.Error(err)) return nil, err } kvs[k] = v p.deltaInfo = append(p.deltaInfo, &datapb.FieldBinlog{ FieldID: 0, // TODO: Not useful on deltalogs, FieldID shall be ID of primary key field Binlogs: []*datapb.Binlog{{ EntriesNum: dData.RowCount, LogPath: k, LogSize: int64(len(v)), }}, }) } err := b.uploadSegmentFiles(ctx, meta.GetID(), segID, kvs) if err != nil { return nil, err } return p, nil } // genDeltaBlobs returns key, value func (b *binlogIO) genDeltaBlobs(data *DeleteData, collID, partID, segID UniqueID) (string, []byte, error) { dCodec := storage.NewDeleteCodec() blob, err := dCodec.Serialize(collID, partID, segID, data) if err != nil { return "", nil, err } k, err := b.genKey(collID, partID, segID) if err != nil { return "", nil, err } key := path.Join(b.ChunkManager.RootPath(), common.SegmentDeltaLogPath, k) return key, blob.GetValue(), nil } // genInsertBlobs returns kvs, insert-paths, stats-paths func (b *binlogIO) genInsertBlobs(data *InsertData, partID, segID UniqueID, meta *etcdpb.CollectionMeta) (map[string][]byte, map[UniqueID]*datapb.FieldBinlog, map[UniqueID]*datapb.FieldBinlog, error) { inCodec := storage.NewInsertCodec(meta) inlogs, statslogs, err := inCodec.Serialize(partID, segID, data) if err != nil { return nil, nil, nil, err } var ( kvs = make(map[string][]byte, len(inlogs)+len(statslogs)) inpaths = make(map[UniqueID]*datapb.FieldBinlog) statspaths = make(map[UniqueID]*datapb.FieldBinlog) ) notifyGenIdx := make(chan struct{}) defer close(notifyGenIdx) generator, err := b.idxGenerator(len(inlogs)+len(statslogs), notifyGenIdx) if err != nil { return nil, nil, nil, err } for _, blob := range inlogs { // Blob Key is generated by Serialize from int64 fieldID in collection schema, which won't raise error in ParseInt fID, _ := strconv.ParseInt(blob.GetKey(), 10, 64) k := metautil.JoinIDPath(meta.GetID(), partID, segID, fID, <-generator) key := path.Join(b.ChunkManager.RootPath(), common.SegmentInsertLogPath, k) value := blob.GetValue() fileLen := len(value) kvs[key] = value inpaths[fID] = &datapb.FieldBinlog{ FieldID: fID, Binlogs: []*datapb.Binlog{{LogSize: int64(fileLen), LogPath: key}}, } } for _, blob := range statslogs { // Blob Key is generated by Serialize from int64 fieldID in collection schema, which won't raise error in ParseInt fID, _ := strconv.ParseInt(blob.GetKey(), 10, 64) k := metautil.JoinIDPath(meta.GetID(), partID, segID, fID, <-generator) key := path.Join(b.ChunkManager.RootPath(), common.SegmentStatslogPath, k) value := blob.GetValue() fileLen := len(value) kvs[key] = value statspaths[fID] = &datapb.FieldBinlog{ FieldID: fID, Binlogs: []*datapb.Binlog{{LogSize: int64(fileLen), LogPath: key}}, } } return kvs, inpaths, statspaths, nil } func (b *binlogIO) idxGenerator(n int, done <-chan struct{}) (<-chan UniqueID, error) { idStart, _, err := b.allocIDBatch(uint32(n)) if err != nil { return nil, err } rt := make(chan UniqueID) go func(rt chan<- UniqueID) { for i := 0; i < n; i++ { select { case <-done: close(rt) return case rt <- idStart + UniqueID(i): } } close(rt) }(rt) return rt, nil } func (b *binlogIO) uploadInsertLog( ctx context.Context, segID UniqueID, partID UniqueID, iData *InsertData, meta *etcdpb.CollectionMeta) (map[UniqueID]*datapb.FieldBinlog, map[UniqueID]*datapb.FieldBinlog, error) { var ( insertField2Path = make(map[UniqueID]*datapb.FieldBinlog) statsField2Path = make(map[UniqueID]*datapb.FieldBinlog) ) tf, ok := iData.Data[common.TimeStampField] if !ok || tf.RowNum() == 0 { log.Warn("binlog io uploading empty insert data", zap.Int64("segmentID", segID), zap.Int64("collectionID", meta.GetID()), ) return nil, nil, nil } kvs, inpaths, statspaths, err := b.genInsertBlobs(iData, partID, segID, meta) if err != nil { log.Warn("generate insert blobs wrong", zap.Int64("collectionID", meta.GetID()), zap.Int64("segmentID", segID), zap.Error(err)) return nil, nil, err } for fID, path := range inpaths { tmpBinlog, ok := insertField2Path[fID] if !ok { tmpBinlog = path } else { tmpBinlog.Binlogs = append(tmpBinlog.Binlogs, path.GetBinlogs()...) } insertField2Path[fID] = tmpBinlog } for fID, path := range statspaths { tmpBinlog, ok := statsField2Path[fID] if !ok { tmpBinlog = path } else { tmpBinlog.Binlogs = append(tmpBinlog.Binlogs, path.GetBinlogs()...) } statsField2Path[fID] = tmpBinlog } err = b.uploadSegmentFiles(ctx, meta.GetID(), segID, kvs) if err != nil { return nil, nil, err } return insertField2Path, statsField2Path, nil } func (b *binlogIO) uploadDeltaLog( ctx context.Context, segID UniqueID, partID UniqueID, dData *DeleteData, meta *etcdpb.CollectionMeta) ([]*datapb.FieldBinlog, error) { var ( deltaInfo = make([]*datapb.FieldBinlog, 0) kvs = make(map[string][]byte) ) if dData.RowCount > 0 { k, v, err := b.genDeltaBlobs(dData, meta.GetID(), partID, segID) if err != nil { log.Warn("generate delta blobs wrong", zap.Int64("collectionID", meta.GetID()), zap.Int64("segmentID", segID), zap.Error(err)) return nil, err } kvs[k] = v deltaInfo = append(deltaInfo, &datapb.FieldBinlog{ FieldID: 0, // TODO: Not useful on deltalogs, FieldID shall be ID of primary key field Binlogs: []*datapb.Binlog{{ EntriesNum: dData.RowCount, LogPath: k, LogSize: int64(len(v)), }}, }) } else { return nil, nil } err := b.uploadSegmentFiles(ctx, meta.GetID(), segID, kvs) if err != nil { return nil, err } return deltaInfo, nil }