// 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 importv2 import ( "context" "fmt" "io" "time" "github.com/cockroachdb/errors" "github.com/samber/lo" "go.uber.org/zap" "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" "github.com/milvus-io/milvus/internal/storage" "github.com/milvus-io/milvus/internal/util/importutilv2" "github.com/milvus-io/milvus/internal/util/importutilv2/binlog" "github.com/milvus-io/milvus/pkg/v2/log" "github.com/milvus-io/milvus/pkg/v2/proto/datapb" "github.com/milvus-io/milvus/pkg/v2/proto/internalpb" "github.com/milvus-io/milvus/pkg/v2/util/conc" "github.com/milvus-io/milvus/pkg/v2/util/paramtable" "github.com/milvus-io/milvus/pkg/v2/util/typeutil" ) type L0PreImportTask struct { *datapb.PreImportTask ctx context.Context cancel context.CancelFunc partitionIDs []int64 vchannels []string schema *schemapb.CollectionSchema req *datapb.PreImportRequest manager TaskManager cm storage.ChunkManager } func NewL0PreImportTask(req *datapb.PreImportRequest, manager TaskManager, cm storage.ChunkManager, ) Task { fileStats := lo.Map(req.GetImportFiles(), func(file *internalpb.ImportFile, _ int) *datapb.ImportFileStats { return &datapb.ImportFileStats{ ImportFile: file, } }) ctx, cancel := context.WithCancel(context.Background()) return &L0PreImportTask{ PreImportTask: &datapb.PreImportTask{ JobID: req.GetJobID(), TaskID: req.GetTaskID(), CollectionID: req.GetCollectionID(), State: datapb.ImportTaskStateV2_Pending, FileStats: fileStats, }, ctx: ctx, cancel: cancel, partitionIDs: req.GetPartitionIDs(), vchannels: req.GetVchannels(), schema: req.GetSchema(), req: req, manager: manager, cm: cm, } } func (t *L0PreImportTask) GetPartitionIDs() []int64 { return t.partitionIDs } func (t *L0PreImportTask) GetVchannels() []string { return t.vchannels } func (t *L0PreImportTask) GetType() TaskType { return L0PreImportTaskType } func (t *L0PreImportTask) GetSchema() *schemapb.CollectionSchema { return t.schema } func (t *L0PreImportTask) GetSlots() int64 { return t.req.GetTaskSlot() } // L0 preimport task buffer size is fixed func (t *L0PreImportTask) GetBufferSize() int64 { return paramtable.Get().DataNodeCfg.ImportBaseBufferSize.GetAsInt64() } func (t *L0PreImportTask) Cancel() { t.cancel() } func (t *L0PreImportTask) Clone() Task { ctx, cancel := context.WithCancel(t.ctx) return &L0PreImportTask{ PreImportTask: typeutil.Clone(t.PreImportTask), ctx: ctx, cancel: cancel, partitionIDs: t.GetPartitionIDs(), vchannels: t.GetVchannels(), schema: t.GetSchema(), req: t.req, manager: t.manager, cm: t.cm, } } func (t *L0PreImportTask) Execute() []*conc.Future[any] { bufferSize := int(t.GetBufferSize()) log.Info("start to preimport l0", WrapLogFields(t, zap.Int("bufferSize", bufferSize), zap.Int64("taskSlot", t.GetSlots()), zap.Any("files", t.req.GetImportFiles()), zap.Any("schema", t.GetSchema()), )...) t.manager.Update(t.GetTaskID(), UpdateState(datapb.ImportTaskStateV2_InProgress)) files := lo.Map(t.GetFileStats(), func(fileStat *datapb.ImportFileStats, _ int) *internalpb.ImportFile { return fileStat.GetImportFile() }) fn := func(i int, file *internalpb.ImportFile) (err error) { defer func() { if err != nil { var reason string = err.Error() if len(t.GetFileStats()) == 1 { reason = fmt.Sprintf("error: %v, file: %s", err, t.GetFileStats()[0].GetImportFile().String()) } log.Warn("l0 import task execute failed", WrapLogFields(t, zap.String("err", reason))...) t.manager.Update(t.GetTaskID(), UpdateState(datapb.ImportTaskStateV2_Failed), UpdateReason(reason)) } }() pkField, err := typeutil.GetPrimaryFieldSchema(t.GetSchema()) if err != nil { return } // Parse ts parameters from options tsStart, tsEnd, err := importutilv2.ParseTimeRange(t.req.GetOptions()) if err != nil { return } reader, err := binlog.NewL0Reader(t.ctx, t.cm, pkField, file, bufferSize, tsStart, tsEnd) if err != nil { return } start := time.Now() err = t.readL0Stat(reader, i) if err != nil { return } log.Info("l0 preimport done", WrapLogFields(t, zap.Strings("l0 prefix", file.GetPaths()), zap.Duration("dur", time.Since(start)))...) return nil } futures := make([]*conc.Future[any], 0, len(files)) for i, file := range files { i := i file := file f := GetExecPool().Submit(func() (any, error) { err := fn(i, file) return err, err }) futures = append(futures, f) } return futures } func (t *L0PreImportTask) readL0Stat(reader binlog.L0Reader, fileIdx int) error { totalRows := 0 totalSize := 0 hashedStats := make(map[string]*datapb.PartitionImportStats) for { data, err := reader.Read() if err != nil { if errors.Is(err, io.EOF) { break } return err } stats, err := GetDeleteStats(t, data) if err != nil { return err } MergeHashedStats(stats, hashedStats) rows := int(data.RowCount) size := int(data.Size()) totalRows += rows totalSize += size log.Info("reading l0 stat...", WrapLogFields(t, zap.Int("readRows", rows), zap.Int("readSize", size))...) } stat := &datapb.ImportFileStats{ TotalRows: int64(totalRows), TotalMemorySize: int64(totalSize), HashedStats: hashedStats, } t.manager.Update(t.GetTaskID(), UpdateFileStat(fileIdx, stat)) return nil }