milvus/internal/datanode/importv2/task_l0_import.go
yihao.dai 3540eee977
enhance: Support L0 import (#33514)
issue: https://github.com/milvus-io/milvus/issues/33157

---------

Signed-off-by: bigsheeper <yihao.dai@zilliz.com>
2024-06-07 14:17:20 +08:00

223 lines
6.4 KiB
Go

// 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/golang/protobuf/proto"
"github.com/samber/lo"
"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/internal/util/importutilv2/binlog"
"github.com/milvus-io/milvus/pkg/log"
"github.com/milvus-io/milvus/pkg/util/conc"
"github.com/milvus-io/milvus/pkg/util/merr"
"github.com/milvus-io/milvus/pkg/util/paramtable"
"github.com/milvus-io/milvus/pkg/util/typeutil"
)
type L0ImportTask struct {
*datapb.ImportTaskV2
ctx context.Context
cancel context.CancelFunc
segmentsInfo map[int64]*datapb.ImportSegmentInfo
req *datapb.ImportRequest
manager TaskManager
syncMgr syncmgr.SyncManager
cm storage.ChunkManager
metaCaches map[string]metacache.MetaCache
}
func NewL0ImportTask(req *datapb.ImportRequest,
manager TaskManager,
syncMgr syncmgr.SyncManager,
cm storage.ChunkManager,
) Task {
ctx, cancel := context.WithCancel(context.Background())
task := &L0ImportTask{
ImportTaskV2: &datapb.ImportTaskV2{
JobID: req.GetJobID(),
TaskID: req.GetTaskID(),
CollectionID: req.GetCollectionID(),
State: datapb.ImportTaskStateV2_Pending,
},
ctx: ctx,
cancel: cancel,
segmentsInfo: make(map[int64]*datapb.ImportSegmentInfo),
req: req,
manager: manager,
syncMgr: syncMgr,
cm: cm,
}
task.metaCaches = NewMetaCache(req)
return task
}
func (t *L0ImportTask) GetType() TaskType {
return L0ImportTaskType
}
func (t *L0ImportTask) GetPartitionIDs() []int64 {
return t.req.GetPartitionIDs()
}
func (t *L0ImportTask) GetVchannels() []string {
return t.req.GetVchannels()
}
func (t *L0ImportTask) GetSchema() *schemapb.CollectionSchema {
return t.req.GetSchema()
}
func (t *L0ImportTask) Cancel() {
t.cancel()
}
func (t *L0ImportTask) GetSegmentsInfo() []*datapb.ImportSegmentInfo {
return lo.Values(t.segmentsInfo)
}
func (t *L0ImportTask) Clone() Task {
ctx, cancel := context.WithCancel(t.ctx)
return &L0ImportTask{
ImportTaskV2: proto.Clone(t.ImportTaskV2).(*datapb.ImportTaskV2),
ctx: ctx,
cancel: cancel,
segmentsInfo: t.segmentsInfo,
req: t.req,
metaCaches: t.metaCaches,
}
}
func (t *L0ImportTask) Execute() []*conc.Future[any] {
bufferSize := paramtable.Get().DataNodeCfg.ReadBufferSizeInMB.GetAsInt() * 1024 * 1024
log.Info("start to import l0", WrapLogFields(t,
zap.Int("bufferSize", bufferSize),
zap.Any("schema", t.GetSchema()))...)
t.manager.Update(t.GetTaskID(), UpdateState(datapb.ImportTaskStateV2_InProgress))
fn := func() (err error) {
defer func() {
if err != nil {
log.Warn("l0 import task execute failed", WrapLogFields(t, zap.Error(err))...)
t.manager.Update(t.GetTaskID(), UpdateState(datapb.ImportTaskStateV2_Failed), UpdateReason(err.Error()))
}
}()
if len(t.req.GetFiles()) != 1 {
err = merr.WrapErrImportFailed(
fmt.Sprintf("there should be one prefix for l0 import, but got %v", t.req.GetFiles()))
return
}
pkField, err := typeutil.GetPrimaryFieldSchema(t.GetSchema())
if err != nil {
return
}
reader, err := binlog.NewL0Reader(t.ctx, t.cm, pkField, t.req.GetFiles()[0], bufferSize)
if err != nil {
return
}
start := time.Now()
err = t.importL0(reader, t)
if err != nil {
return
}
log.Info("l0 import done", WrapLogFields(t,
zap.Strings("l0 prefix", t.req.GetFiles()[0].GetPaths()),
zap.Duration("dur", time.Since(start)))...)
return nil
}
f := GetExecPool().Submit(func() (any, error) {
err := fn()
return err, err
})
return []*conc.Future[any]{f}
}
func (t *L0ImportTask) importL0(reader binlog.L0Reader, task Task) error {
iTask := task.(*L0ImportTask)
syncFutures := make([]*conc.Future[struct{}], 0)
syncTasks := make([]syncmgr.Task, 0)
for {
data, err := reader.Read()
if err != nil {
if errors.Is(err, io.EOF) {
break
}
return err
}
delData, err := HashDeleteData(iTask, data)
if err != nil {
return err
}
fs, sts, err := t.syncDelete(iTask, delData)
if err != nil {
return err
}
syncFutures = append(syncFutures, fs...)
syncTasks = append(syncTasks, sts...)
}
err := conc.AwaitAll(syncFutures...)
if err != nil {
return err
}
for _, syncTask := range syncTasks {
segmentInfo, err := NewImportSegmentInfo(syncTask, iTask.metaCaches)
if err != nil {
return err
}
t.manager.Update(task.GetTaskID(), UpdateSegmentInfo(segmentInfo))
log.Info("sync l0 data done", WrapLogFields(task, zap.Any("segmentInfo", segmentInfo))...)
}
return nil
}
func (t *L0ImportTask) syncDelete(task *L0ImportTask, delData []*storage.DeleteData) ([]*conc.Future[struct{}], []syncmgr.Task, error) {
log.Info("start to sync l0 delete data", WrapLogFields(task)...)
futures := make([]*conc.Future[struct{}], 0)
syncTasks := make([]syncmgr.Task, 0)
for channelIdx, data := range delData {
channel := task.GetVchannels()[channelIdx]
if data.RowCount == 0 {
continue
}
partitionID := task.GetPartitionIDs()[0]
segmentID := PickSegment(task.req.GetRequestSegments(), channel, partitionID)
syncTask, err := NewSyncTask(task.ctx, task.metaCaches, task.req.GetTs(),
segmentID, partitionID, task.GetCollectionID(), channel, nil, data)
if err != nil {
return nil, nil, err
}
future := t.syncMgr.SyncData(task.ctx, syncTask)
futures = append(futures, future)
syncTasks = append(syncTasks, syncTask)
}
return futures, syncTasks, nil
}