// 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" "encoding/binary" "path" "strconv" "sync" "go.uber.org/zap" "github.com/milvus-io/milvus/internal/kv" miniokv "github.com/milvus-io/milvus/internal/kv/minio" "github.com/milvus-io/milvus/internal/log" "github.com/milvus-io/milvus/internal/msgstream" "github.com/milvus-io/milvus/internal/proto/etcdpb" "github.com/milvus-io/milvus/internal/storage" "github.com/milvus-io/milvus/internal/util/trace" "github.com/opentracing/opentracing-go" ) type ( // DeleteData record deleted IDs and Timestamps DeleteData = storage.DeleteData ) // DeleteNode is to process delete msg, flush delete info into storage. type deleteNode struct { BaseNode channelName string delBuf sync.Map // map[segmentID]*DelDataBuf replica Replica idAllocator allocatorInterface minIOKV kv.BaseKV } // DelDataBuf buffers insert data, monitoring buffer size and limit // size and limit both indicate numOfRows type DelDataBuf struct { delData *DeleteData size int64 } func (ddb *DelDataBuf) updateSize(size int64) { ddb.size += size } func newDelDataBuf() *DelDataBuf { return &DelDataBuf{ delData: &DeleteData{ Data: make(map[string]int64), }, size: 0, } } func (dn *deleteNode) Name() string { return "deleteNode" } func (dn *deleteNode) Close() { log.Info("Flowgraph Delete Node closing") } func (dn *deleteNode) bufferDeleteMsg(msg *msgstream.DeleteMsg) error { log.Debug("bufferDeleteMsg", zap.Any("primary keys", msg.PrimaryKeys)) segIDToPkMap := make(map[UniqueID][]int64) segIDToTsMap := make(map[UniqueID][]int64) m := dn.filterSegmentByPK(msg.PartitionID, msg.PrimaryKeys) for i, pk := range msg.PrimaryKeys { segIDs, ok := m[pk] if !ok { log.Warn("primary key not exist in all segments", zap.Int64("primary key", pk)) continue } for _, segID := range segIDs { segIDToPkMap[segID] = append(segIDToPkMap[segID], pk) segIDToTsMap[segID] = append(segIDToTsMap[segID], int64(msg.Timestamps[i])) } } for segID, pks := range segIDToPkMap { rows := len(pks) tss, ok := segIDToTsMap[segID] if !ok || rows != len(tss) { log.Error("primary keys and timestamp's element num mis-match") } newBuf := newDelDataBuf() delDataBuf, _ := dn.delBuf.LoadOrStore(segID, newBuf) delData := delDataBuf.(*DelDataBuf).delData for i := 0; i < rows; i++ { delData.Data[strconv.FormatInt(pks[i], 10)] = tss[i] log.Debug("delete", zap.Int64("primary key", pks[i]), zap.Int64("ts", tss[i])) } // store delDataBuf.(*DelDataBuf).updateSize(int64(rows)) dn.delBuf.Store(segID, delDataBuf) } return nil } func (dn *deleteNode) showDelBuf() { segments := dn.replica.filterSegments(dn.channelName, 0) for _, seg := range segments { segID := seg.segmentID if v, ok := dn.delBuf.Load(segID); ok { delDataBuf, _ := v.(*DelDataBuf) log.Debug("del data buffer status", zap.Int64("segID", segID), zap.Int64("size", delDataBuf.size)) for pk, ts := range delDataBuf.delData.Data { log.Debug("del data", zap.String("pk", pk), zap.Int64("ts", ts)) } } else { log.Error("segment not exist", zap.Int64("segID", segID)) } } } func (dn *deleteNode) Operate(in []Msg) []Msg { //log.Debug("deleteNode Operating") if len(in) != 1 { log.Error("Invalid operate message input in deleteNode", zap.Int("input length", len(in))) return nil } fgMsg, ok := in[0].(*flowGraphMsg) if !ok { log.Error("type assertion failed for flowGraphMsg") return nil } var spans []opentracing.Span for _, msg := range fgMsg.deleteMessages { sp, ctx := trace.StartSpanFromContext(msg.TraceCtx()) spans = append(spans, sp) msg.SetTraceCtx(ctx) } for _, msg := range fgMsg.deleteMessages { if err := dn.bufferDeleteMsg(msg); err != nil { log.Error("buffer delete msg failed", zap.Error(err)) } } // show all data in dn.delBuf if len(fgMsg.deleteMessages) != 0 { dn.showDelBuf() } // handle flush if len(fgMsg.segmentsToFlush) > 0 { log.Debug("DeleteNode receives flush message", zap.Int64s("segIDs", fgMsg.segmentsToFlush)) dn.flushDelData(fgMsg.segmentsToFlush, fgMsg.timeRange) } for _, sp := range spans { sp.Finish() } return nil } // filterSegmentByPK returns the bloom filter check result. // If the key may exists in the segment, returns it in map. // If the key not exists in the segment, the segment is filter out. func (dn *deleteNode) filterSegmentByPK(partID UniqueID, pks []int64) map[int64][]int64 { result := make(map[int64][]int64) buf := make([]byte, 8) segments := dn.replica.filterSegments(dn.channelName, partID) for _, pk := range pks { for _, segment := range segments { binary.BigEndian.PutUint64(buf, uint64(pk)) exist := segment.pkFilter.Test(buf) if exist { result[pk] = append(result[pk], segment.segmentID) } } } return result } func (dn *deleteNode) flushDelData(segIDs []UniqueID, timeRange TimeRange) { segsToFlush := make(map[UniqueID]struct{}, len(segIDs)) for _, segID := range segIDs { segsToFlush[segID] = struct{}{} } collID := dn.replica.getCollectionID() schema, err := dn.replica.getCollectionSchema(collID, timeRange.timestampMax) if err != nil { log.Error("failed to get collection schema", zap.Error(err)) return } delCodec := storage.NewDeleteCodec(&etcdpb.CollectionMeta{ ID: collID, Schema: schema, }) kvs := make(map[string]string) // buffer data to binlogs dn.delBuf.Range(func(k, v interface{}) bool { segID := k.(int64) if _, has := segsToFlush[segID]; !has { return true } delDataBuf := v.(*DelDataBuf) collID, partID, err := dn.replica.getCollectionAndPartitionID(segID) if err != nil { log.Error("failed to get collection ID and partition ID", zap.Error(err)) return false } blob, err := delCodec.Serialize(partID, segID, delDataBuf.delData) if err != nil { log.Error("failed to serialize delete data", zap.Error(err)) return false } // write insert binlog logID, err := dn.idAllocator.allocID() if err != nil { log.Error("failed to alloc ID", zap.Error(err)) return false } blobKey, _ := dn.idAllocator.genKey(false, collID, partID, segID, logID) blobPath := path.Join(Params.DeleteBinlogRootPath, blobKey) kvs[blobPath] = string(blob.Value[:]) log.Debug("delete blob path", zap.String("path", blobPath)) return true }) if len(kvs) > 0 { err = dn.minIOKV.MultiSave(kvs) if err != nil { log.Error("failed to save minIO ..", zap.Error(err)) } log.Debug("save delete blobs to minIO successfully") } // only after success for _, segID := range segIDs { dn.delBuf.Delete(segID) } } func newDeleteNode(ctx context.Context, config *nodeConfig) (*deleteNode, error) { baseNode := BaseNode{} baseNode.SetMaxQueueLength(config.maxQueueLength) baseNode.SetMaxParallelism(config.maxParallelism) // MinIO option := &miniokv.Option{ Address: Params.MinioAddress, AccessKeyID: Params.MinioAccessKeyID, SecretAccessKeyID: Params.MinioSecretAccessKey, UseSSL: Params.MinioUseSSL, CreateBucket: true, BucketName: Params.MinioBucketName, } minIOKV, err := miniokv.NewMinIOKV(ctx, option) if err != nil { return nil, err } return &deleteNode{ BaseNode: baseNode, delBuf: sync.Map{}, minIOKV: minIOKV, replica: config.replica, idAllocator: config.allocator, channelName: config.vChannelName, }, nil }