mirror of
https://gitee.com/milvus-io/milvus.git
synced 2024-12-01 03:18:29 +08:00
e081eb287d
- delete compaction tasks from executor while dropping See also: #19780 Signed-off-by: yangxuan <xuan.yang@zilliz.com> Signed-off-by: yangxuan <xuan.yang@zilliz.com>
812 lines
21 KiB
Go
812 lines
21 KiB
Go
// Licensed to the LF AI & Data foundation under one
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// or more contributor license agreements. See the NOTICE file
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// distributed with this work for additional information
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// regarding copyright ownership. The ASF licenses this file
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// to you under the Apache License, Version 2.0 (the
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// "License"); you may not use this file except in compliance
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// with the License. You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package datanode
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import (
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"context"
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"errors"
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"fmt"
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"math"
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"strconv"
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"sync"
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"time"
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"github.com/milvus-io/milvus-proto/go-api/schemapb"
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"github.com/milvus-io/milvus/internal/log"
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"github.com/milvus-io/milvus/internal/metrics"
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"github.com/milvus-io/milvus/internal/proto/datapb"
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"github.com/milvus-io/milvus/internal/proto/etcdpb"
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"github.com/milvus-io/milvus/internal/storage"
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"github.com/milvus-io/milvus/internal/util/funcutil"
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"github.com/milvus-io/milvus/internal/util/timerecord"
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"github.com/milvus-io/milvus/internal/util/tsoutil"
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"github.com/milvus-io/milvus/internal/util/typeutil"
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"go.uber.org/zap"
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"golang.org/x/sync/errgroup"
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)
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var (
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errCompactionTypeUndifined = errors.New("compaction type undefined")
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errIllegalCompactionPlan = errors.New("compaction plan illegal")
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errTransferType = errors.New("transfer intferface to type wrong")
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errUnknownDataType = errors.New("unknown shema DataType")
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errContext = errors.New("context done or timeout")
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)
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type iterator = storage.Iterator
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type compactor interface {
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start()
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complete()
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compact() (*datapb.CompactionResult, error)
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stop()
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getPlanID() UniqueID
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getCollection() UniqueID
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getChannelName() string
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}
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// make sure compactionTask implements compactor interface
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var _ compactor = (*compactionTask)(nil)
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type compactionTask struct {
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downloader
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uploader
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compactor
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Channel
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flushManager
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allocatorInterface
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plan *datapb.CompactionPlan
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ctx context.Context
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cancel context.CancelFunc
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wg sync.WaitGroup
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tr *timerecord.TimeRecorder
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}
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// check if compactionTask implements compactor
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var _ compactor = (*compactionTask)(nil)
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func newCompactionTask(
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ctx context.Context,
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dl downloader,
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ul uploader,
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channel Channel,
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fm flushManager,
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alloc allocatorInterface,
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plan *datapb.CompactionPlan) *compactionTask {
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ctx1, cancel := context.WithCancel(ctx)
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return &compactionTask{
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ctx: ctx1,
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cancel: cancel,
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downloader: dl,
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uploader: ul,
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Channel: channel,
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flushManager: fm,
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allocatorInterface: alloc,
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plan: plan,
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tr: timerecord.NewTimeRecorder("compactionTask"),
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}
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}
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func (t *compactionTask) start() {
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t.wg.Add(1)
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}
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func (t *compactionTask) complete() {
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t.wg.Done()
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}
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func (t *compactionTask) stop() {
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t.cancel()
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t.wg.Wait()
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}
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func (t *compactionTask) getPlanID() UniqueID {
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return t.plan.GetPlanID()
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}
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func (t *compactionTask) getChannelName() string {
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return t.plan.GetChannel()
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}
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func (t *compactionTask) mergeDeltalogs(dBlobs map[UniqueID][]*Blob, timetravelTs Timestamp) (map[interface{}]Timestamp, *DelDataBuf, error) {
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log := log.With(zap.Int64("planID", t.getPlanID()))
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mergeStart := time.Now()
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dCodec := storage.NewDeleteCodec()
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var (
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pk2ts = make(map[interface{}]Timestamp)
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dbuff = &DelDataBuf{
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delData: &DeleteData{
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Pks: make([]primaryKey, 0),
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Tss: make([]Timestamp, 0)},
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Binlog: datapb.Binlog{
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TimestampFrom: math.MaxUint64,
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TimestampTo: 0,
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},
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}
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)
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for _, blobs := range dBlobs {
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_, _, dData, err := dCodec.Deserialize(blobs)
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if err != nil {
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log.Warn("merge deltalogs wrong", zap.Error(err))
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return nil, nil, err
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}
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for i := int64(0); i < dData.RowCount; i++ {
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pk := dData.Pks[i]
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ts := dData.Tss[i]
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if timetravelTs != Timestamp(0) && dData.Tss[i] <= timetravelTs {
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pk2ts[pk.GetValue()] = ts
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continue
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}
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dbuff.delData.Append(pk, ts)
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if ts < dbuff.TimestampFrom {
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dbuff.TimestampFrom = ts
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}
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if ts > dbuff.TimestampTo {
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dbuff.TimestampTo = ts
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}
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}
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}
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dbuff.updateSize(dbuff.delData.RowCount)
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log.Debug("mergeDeltalogs end",
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zap.Int("number of pks to compact in insert logs", len(pk2ts)),
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zap.Float64("elapse in ms", nano2Milli(time.Since(mergeStart))))
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return pk2ts, dbuff, nil
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}
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// nano2Milli transfers nanoseconds to milliseconds in unit
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func nano2Milli(nano time.Duration) float64 {
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return float64(nano) / float64(time.Millisecond)
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}
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func (t *compactionTask) uploadSingleInsertLog(
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ctxTimeout context.Context,
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targetSegID UniqueID,
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partID UniqueID,
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meta *etcdpb.CollectionMeta,
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segment *Segment,
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pkID UniqueID,
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fID2Content map[UniqueID][]interface{},
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fID2Type map[UniqueID]schemapb.DataType) (map[UniqueID]*datapb.FieldBinlog, error) {
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iData := &InsertData{
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Data: make(map[storage.FieldID]storage.FieldData)}
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for fID, content := range fID2Content {
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tp, ok := fID2Type[fID]
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if !ok {
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log.Warn("no field ID in this schema", zap.Int64("fieldID", fID))
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return nil, errors.New("Unexpected error")
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}
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fData, err := interface2FieldData(tp, content, int64(len(content)))
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if err != nil {
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log.Warn("transfer interface to FieldData wrong", zap.Error(err))
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return nil, err
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}
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if fID == pkID {
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err = segment.updatePKRange(fData)
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if err != nil {
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log.Warn("update pk range failed", zap.Error(err))
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return nil, err
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}
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}
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iData.Data[fID] = fData
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}
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inPaths, err := t.uploadInsertLog(ctxTimeout, targetSegID, partID, iData, meta)
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if err != nil {
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return nil, err
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}
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return inPaths, nil
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}
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func (t *compactionTask) merge(
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ctxTimeout context.Context,
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unMergedInsertlogs [][]string,
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targetSegID UniqueID,
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partID UniqueID,
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meta *etcdpb.CollectionMeta,
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delta map[interface{}]Timestamp) ([]*datapb.FieldBinlog, []*datapb.FieldBinlog, *Segment, int64, error) {
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log := log.With(zap.Int64("planID", t.getPlanID()))
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mergeStart := time.Now()
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var (
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dim int // dimension of float/binary vector field
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maxRowsPerBinlog int // maximum rows populating one binlog
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numBinlogs int // binlog number
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numRows int64 // the number of rows uploaded
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expired int64 // the number of expired entity
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err error
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// statslog generation
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segment = &Segment{} // empty segment used for bf generation
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pkID UniqueID
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pkType schemapb.DataType
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fID2Type = make(map[UniqueID]schemapb.DataType)
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fID2Content = make(map[UniqueID][]interface{})
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insertField2Path = make(map[UniqueID]*datapb.FieldBinlog)
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insertPaths = make([]*datapb.FieldBinlog, 0)
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)
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t.Channel.initSegmentBloomFilter(segment)
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isDeletedValue := func(v *storage.Value) bool {
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ts, ok := delta[v.PK.GetValue()]
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if ok && uint64(v.Timestamp) <= ts {
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return true
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}
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return false
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}
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addInsertFieldPath := func(inPaths map[UniqueID]*datapb.FieldBinlog) {
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for fID, path := range inPaths {
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tmpBinlog, ok := insertField2Path[fID]
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if !ok {
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tmpBinlog = path
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} else {
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tmpBinlog.Binlogs = append(tmpBinlog.Binlogs, path.GetBinlogs()...)
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}
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insertField2Path[fID] = tmpBinlog
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}
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}
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// get pkID, pkType, dim
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for _, fs := range meta.GetSchema().GetFields() {
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fID2Type[fs.GetFieldID()] = fs.GetDataType()
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if fs.GetIsPrimaryKey() && fs.GetFieldID() >= 100 && typeutil.IsPrimaryFieldType(fs.GetDataType()) {
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pkID = fs.GetFieldID()
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pkType = fs.GetDataType()
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}
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if fs.GetDataType() == schemapb.DataType_FloatVector ||
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fs.GetDataType() == schemapb.DataType_BinaryVector {
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for _, t := range fs.GetTypeParams() {
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if t.Key == "dim" {
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if dim, err = strconv.Atoi(t.Value); err != nil {
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log.Warn("strconv wrong on get dim", zap.Error(err))
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return nil, nil, nil, 0, err
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}
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break
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}
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}
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}
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}
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expired = 0
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numRows = 0
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numBinlogs = 0
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currentTs := t.GetCurrentTime()
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maxRowsPerBinlog = int(Params.DataNodeCfg.FlushInsertBufferSize / (int64(dim) * 4))
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currentRows := 0
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downloadTimeCost := time.Duration(0)
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uploadInsertTimeCost := time.Duration(0)
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uploadStatsTimeCost := time.Duration(0)
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for _, path := range unMergedInsertlogs {
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downloadStart := time.Now()
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data, err := t.download(ctxTimeout, path)
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if err != nil {
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log.Warn("download insertlogs wrong")
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return nil, nil, nil, 0, err
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}
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downloadTimeCost += time.Since(downloadStart)
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iter, err := storage.NewInsertBinlogIterator(data, pkID, pkType)
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if err != nil {
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log.Warn("new insert binlogs Itr wrong")
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return nil, nil, nil, 0, err
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}
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for iter.HasNext() {
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vInter, _ := iter.Next()
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v, ok := vInter.(*storage.Value)
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if !ok {
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log.Warn("transfer interface to Value wrong")
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return nil, nil, nil, 0, errors.New("unexpected error")
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}
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if isDeletedValue(v) {
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continue
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}
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ts := Timestamp(v.Timestamp)
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// Filtering expired entity
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if t.isExpiredEntity(ts, currentTs) {
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expired++
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continue
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}
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row, ok := v.Value.(map[UniqueID]interface{})
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if !ok {
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log.Warn("transfer interface to map wrong")
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return nil, nil, nil, 0, errors.New("unexpected error")
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}
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for fID, vInter := range row {
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if _, ok := fID2Content[fID]; !ok {
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fID2Content[fID] = make([]interface{}, 0)
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}
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fID2Content[fID] = append(fID2Content[fID], vInter)
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}
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currentRows++
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if currentRows == maxRowsPerBinlog {
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uploadInsertStart := time.Now()
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inPaths, err := t.uploadSingleInsertLog(ctxTimeout, targetSegID, partID, meta, segment, pkID, fID2Content, fID2Type)
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if err != nil {
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return nil, nil, nil, 0, err
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}
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uploadInsertTimeCost += time.Since(uploadInsertStart)
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addInsertFieldPath(inPaths)
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fID2Content = make(map[int64][]interface{})
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currentRows = 0
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numRows += int64(maxRowsPerBinlog)
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numBinlogs++
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}
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}
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}
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if currentRows != 0 {
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uploadInsertStart := time.Now()
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inPaths, err := t.uploadSingleInsertLog(ctxTimeout, targetSegID, partID, meta, segment, pkID, fID2Content, fID2Type)
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if err != nil {
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return nil, nil, nil, 0, err
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}
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uploadInsertTimeCost += time.Since(uploadInsertStart)
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addInsertFieldPath(inPaths)
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numRows += int64(currentRows)
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numBinlogs++
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}
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for _, path := range insertField2Path {
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insertPaths = append(insertPaths, path)
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}
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// marshal segment statslog
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segStats, err := segment.getSegmentStatslog(pkID, pkType)
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if err != nil && !errors.Is(err, errSegmentStatsNotChanged) {
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log.Warn("failed to generate segment statslog", zap.Int64("pkID", pkID), zap.Error(err))
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return nil, nil, nil, 0, err
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}
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var statsPaths []*datapb.FieldBinlog
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if len(segStats) > 0 {
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uploadStatsStart := time.Now()
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statsPaths, err = t.uploadStatsLog(ctxTimeout, targetSegID, partID, segStats, meta)
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if err != nil {
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return nil, nil, nil, 0, err
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}
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uploadStatsTimeCost += time.Since(uploadStatsStart)
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}
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log.Debug("merge end", zap.Int64("remaining insert numRows", numRows),
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zap.Int64("expired entities", expired), zap.Int("binlog file number", numBinlogs),
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zap.Float64("download insert log elapse in ms", nano2Milli(downloadTimeCost)),
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zap.Float64("upload insert log elapse in ms", nano2Milli(uploadInsertTimeCost)),
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zap.Float64("upload stats log elapse in ms", nano2Milli(uploadStatsTimeCost)),
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zap.Float64("merge elapse in ms", nano2Milli(time.Since(mergeStart))))
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return insertPaths, statsPaths, segment, numRows, nil
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}
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func (t *compactionTask) compact() (*datapb.CompactionResult, error) {
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compactStart := time.Now()
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if ok := funcutil.CheckCtxValid(t.ctx); !ok {
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log.Error("compact wrong, task context done or timeout")
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return nil, errContext
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}
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ctxTimeout, cancelAll := context.WithTimeout(t.ctx, time.Duration(t.plan.GetTimeoutInSeconds())*time.Second)
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defer cancelAll()
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var targetSegID UniqueID
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var err error
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switch {
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case t.plan.GetType() == datapb.CompactionType_UndefinedCompaction:
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log.Error("compact wrong, compaction type undefined")
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return nil, errCompactionTypeUndifined
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case len(t.plan.GetSegmentBinlogs()) < 1:
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log.Error("compact wrong, there's no segments in segment binlogs")
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return nil, errIllegalCompactionPlan
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case t.plan.GetType() == datapb.CompactionType_MergeCompaction || t.plan.GetType() == datapb.CompactionType_MixCompaction:
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targetSegID, err = t.allocID()
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if err != nil {
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log.Error("compact wrong", zap.Error(err))
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return nil, err
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}
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}
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log.Debug("compaction start", zap.Int64("planID", t.plan.GetPlanID()), zap.Int32("timeout in seconds", t.plan.GetTimeoutInSeconds()))
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segIDs := make([]UniqueID, 0, len(t.plan.GetSegmentBinlogs()))
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for _, s := range t.plan.GetSegmentBinlogs() {
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segIDs = append(segIDs, s.GetSegmentID())
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}
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_, partID, meta, err := t.getSegmentMeta(segIDs[0])
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if err != nil {
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log.Error("compact wrong", zap.Int64("planID", t.plan.GetPlanID()), zap.Error(err))
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return nil, err
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}
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// Inject to stop flush
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injectStart := time.Now()
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ti := newTaskInjection(len(segIDs), func(pack *segmentFlushPack) {
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pack.segmentID = targetSegID
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})
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defer close(ti.injectOver)
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t.injectFlush(ti, segIDs...)
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<-ti.Injected()
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injectEnd := time.Now()
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defer func() {
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log.Debug("inject elapse in ms", zap.Int64("planID", t.plan.GetPlanID()), zap.Float64("elapse", nano2Milli(injectEnd.Sub(injectStart))))
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}()
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var (
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// SegmentID to deltaBlobs
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dblobs = make(map[UniqueID][]*Blob)
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dmu sync.Mutex
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)
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allPs := make([][]string, 0)
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downloadStart := time.Now()
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g, gCtx := errgroup.WithContext(ctxTimeout)
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for _, s := range t.plan.GetSegmentBinlogs() {
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// Get the number of field binlog files from non-empty segment
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var binlogNum int
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for _, b := range s.GetFieldBinlogs() {
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if b != nil {
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binlogNum = len(b.GetBinlogs())
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break
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}
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}
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// Unable to deal with all empty segments cases, so return error
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if binlogNum == 0 {
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log.Error("compact wrong, all segments' binlogs are empty", zap.Int64("planID", t.plan.GetPlanID()))
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return nil, errIllegalCompactionPlan
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}
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for idx := 0; idx < binlogNum; idx++ {
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var ps []string
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for _, f := range s.GetFieldBinlogs() {
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ps = append(ps, f.GetBinlogs()[idx].GetLogPath())
|
|
}
|
|
allPs = append(allPs, ps)
|
|
}
|
|
|
|
segID := s.GetSegmentID()
|
|
for _, d := range s.GetDeltalogs() {
|
|
for _, l := range d.GetBinlogs() {
|
|
path := l.GetLogPath()
|
|
g.Go(func() error {
|
|
bs, err := t.download(gCtx, []string{path})
|
|
if err != nil {
|
|
log.Warn("download deltalogs wrong")
|
|
return err
|
|
}
|
|
|
|
dmu.Lock()
|
|
dblobs[segID] = append(dblobs[segID], bs...)
|
|
dmu.Unlock()
|
|
|
|
return nil
|
|
})
|
|
}
|
|
}
|
|
}
|
|
|
|
err = g.Wait()
|
|
downloadEnd := time.Now()
|
|
defer func() {
|
|
log.Debug("download deltalogs elapse in ms", zap.Int64("planID", t.plan.GetPlanID()), zap.Float64("elapse", nano2Milli(downloadEnd.Sub(downloadStart))))
|
|
}()
|
|
|
|
if err != nil {
|
|
log.Error("compaction IO wrong", zap.Int64("planID", t.plan.GetPlanID()), zap.Error(err))
|
|
return nil, err
|
|
}
|
|
|
|
deltaPk2Ts, deltaBuf, err := t.mergeDeltalogs(dblobs, t.plan.GetTimetravel())
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
inPaths, statsPaths, _, numRows, err := t.merge(ctxTimeout, allPs, targetSegID, partID, meta, deltaPk2Ts)
|
|
if err != nil {
|
|
log.Error("compact wrong", zap.Int64("planID", t.plan.GetPlanID()), zap.Error(err))
|
|
return nil, err
|
|
}
|
|
|
|
uploadDeltaStart := time.Now()
|
|
deltaInfo, err := t.uploadDeltaLog(ctxTimeout, targetSegID, partID, deltaBuf.delData, meta)
|
|
if err != nil {
|
|
log.Error("compact wrong", zap.Int64("planID", t.plan.GetPlanID()), zap.Error(err))
|
|
return nil, err
|
|
}
|
|
log.Debug("upload delta log elapse in ms", zap.Int64("planID", t.plan.GetPlanID()), zap.Float64("elapse", nano2Milli(time.Since(uploadDeltaStart))))
|
|
|
|
for _, fbl := range deltaInfo {
|
|
for _, deltaLogInfo := range fbl.GetBinlogs() {
|
|
deltaLogInfo.LogSize = deltaBuf.GetLogSize()
|
|
deltaLogInfo.TimestampFrom = deltaBuf.GetTimestampFrom()
|
|
deltaLogInfo.TimestampTo = deltaBuf.GetTimestampTo()
|
|
deltaLogInfo.EntriesNum = deltaBuf.GetEntriesNum()
|
|
}
|
|
}
|
|
|
|
pack := &datapb.CompactionResult{
|
|
PlanID: t.plan.GetPlanID(),
|
|
SegmentID: targetSegID,
|
|
InsertLogs: inPaths,
|
|
Field2StatslogPaths: statsPaths,
|
|
Deltalogs: deltaInfo,
|
|
NumOfRows: numRows,
|
|
Channel: t.plan.GetChannel(),
|
|
}
|
|
|
|
uninjectStart := time.Now()
|
|
ti.injectDone(true)
|
|
uninjectEnd := time.Now()
|
|
defer func() {
|
|
log.Debug("uninject elapse in ms", zap.Int64("planID", t.plan.GetPlanID()), zap.Float64("elapse", nano2Milli(uninjectEnd.Sub(uninjectStart))))
|
|
}()
|
|
|
|
log.Info("compaction done",
|
|
zap.Int64("planID", t.plan.GetPlanID()),
|
|
zap.Int64("targetSegmentID", targetSegID),
|
|
zap.Int64s("compactedFrom", segIDs),
|
|
zap.Int("num of binlog paths", len(inPaths)),
|
|
zap.Int("num of stats paths", len(statsPaths)),
|
|
zap.Int("num of delta paths", len(deltaInfo)),
|
|
)
|
|
|
|
log.Info("overall elapse in ms", zap.Int64("planID", t.plan.GetPlanID()), zap.Float64("elapse", nano2Milli(time.Since(compactStart))))
|
|
metrics.DataNodeCompactionLatency.WithLabelValues(fmt.Sprint(Params.DataNodeCfg.GetNodeID())).Observe(float64(t.tr.ElapseSpan().Milliseconds()))
|
|
|
|
return pack, nil
|
|
}
|
|
|
|
// TODO copy maybe expensive, but this seems to be the only convinent way.
|
|
func interface2FieldData(schemaDataType schemapb.DataType, content []interface{}, numRows int64) (storage.FieldData, error) {
|
|
var rst storage.FieldData
|
|
numOfRows := []int64{numRows}
|
|
switch schemaDataType {
|
|
case schemapb.DataType_Bool:
|
|
var data = &storage.BoolFieldData{
|
|
NumRows: numOfRows,
|
|
Data: make([]bool, 0, len(content)),
|
|
}
|
|
|
|
for _, c := range content {
|
|
r, ok := c.(bool)
|
|
if !ok {
|
|
return nil, errTransferType
|
|
}
|
|
data.Data = append(data.Data, r)
|
|
}
|
|
rst = data
|
|
|
|
case schemapb.DataType_Int8:
|
|
var data = &storage.Int8FieldData{
|
|
NumRows: numOfRows,
|
|
Data: make([]int8, 0, len(content)),
|
|
}
|
|
|
|
for _, c := range content {
|
|
r, ok := c.(int8)
|
|
if !ok {
|
|
return nil, errTransferType
|
|
}
|
|
data.Data = append(data.Data, r)
|
|
}
|
|
rst = data
|
|
|
|
case schemapb.DataType_Int16:
|
|
var data = &storage.Int16FieldData{
|
|
NumRows: numOfRows,
|
|
Data: make([]int16, 0, len(content)),
|
|
}
|
|
|
|
for _, c := range content {
|
|
r, ok := c.(int16)
|
|
if !ok {
|
|
return nil, errTransferType
|
|
}
|
|
data.Data = append(data.Data, r)
|
|
}
|
|
rst = data
|
|
|
|
case schemapb.DataType_Int32:
|
|
var data = &storage.Int32FieldData{
|
|
NumRows: numOfRows,
|
|
Data: make([]int32, 0, len(content)),
|
|
}
|
|
|
|
for _, c := range content {
|
|
r, ok := c.(int32)
|
|
if !ok {
|
|
return nil, errTransferType
|
|
}
|
|
data.Data = append(data.Data, r)
|
|
}
|
|
rst = data
|
|
|
|
case schemapb.DataType_Int64:
|
|
var data = &storage.Int64FieldData{
|
|
NumRows: numOfRows,
|
|
Data: make([]int64, 0, len(content)),
|
|
}
|
|
|
|
for _, c := range content {
|
|
r, ok := c.(int64)
|
|
if !ok {
|
|
return nil, errTransferType
|
|
}
|
|
data.Data = append(data.Data, r)
|
|
}
|
|
rst = data
|
|
|
|
case schemapb.DataType_Float:
|
|
var data = &storage.FloatFieldData{
|
|
NumRows: numOfRows,
|
|
Data: make([]float32, 0, len(content)),
|
|
}
|
|
|
|
for _, c := range content {
|
|
r, ok := c.(float32)
|
|
if !ok {
|
|
return nil, errTransferType
|
|
}
|
|
data.Data = append(data.Data, r)
|
|
}
|
|
rst = data
|
|
|
|
case schemapb.DataType_Double:
|
|
var data = &storage.DoubleFieldData{
|
|
NumRows: numOfRows,
|
|
Data: make([]float64, 0, len(content)),
|
|
}
|
|
|
|
for _, c := range content {
|
|
r, ok := c.(float64)
|
|
if !ok {
|
|
return nil, errTransferType
|
|
}
|
|
data.Data = append(data.Data, r)
|
|
}
|
|
rst = data
|
|
|
|
case schemapb.DataType_String, schemapb.DataType_VarChar:
|
|
var data = &storage.StringFieldData{
|
|
NumRows: numOfRows,
|
|
Data: make([]string, 0, len(content)),
|
|
}
|
|
|
|
for _, c := range content {
|
|
r, ok := c.(string)
|
|
if !ok {
|
|
return nil, errTransferType
|
|
}
|
|
data.Data = append(data.Data, r)
|
|
}
|
|
rst = data
|
|
|
|
case schemapb.DataType_FloatVector:
|
|
var data = &storage.FloatVectorFieldData{
|
|
NumRows: numOfRows,
|
|
Data: []float32{},
|
|
}
|
|
|
|
for _, c := range content {
|
|
r, ok := c.([]float32)
|
|
if !ok {
|
|
return nil, errTransferType
|
|
}
|
|
data.Data = append(data.Data, r...)
|
|
}
|
|
|
|
data.Dim = len(data.Data) / int(numRows)
|
|
rst = data
|
|
|
|
case schemapb.DataType_BinaryVector:
|
|
var data = &storage.BinaryVectorFieldData{
|
|
NumRows: numOfRows,
|
|
Data: []byte{},
|
|
}
|
|
|
|
for _, c := range content {
|
|
r, ok := c.([]byte)
|
|
if !ok {
|
|
return nil, errTransferType
|
|
}
|
|
data.Data = append(data.Data, r...)
|
|
}
|
|
|
|
data.Dim = len(data.Data) * 8 / int(numRows)
|
|
rst = data
|
|
|
|
default:
|
|
return nil, errUnknownDataType
|
|
}
|
|
|
|
return rst, nil
|
|
}
|
|
|
|
func (t *compactionTask) getSegmentMeta(segID UniqueID) (UniqueID, UniqueID, *etcdpb.CollectionMeta, error) {
|
|
collID, partID, err := t.getCollectionAndPartitionID(segID)
|
|
if err != nil {
|
|
return -1, -1, nil, err
|
|
}
|
|
|
|
// TODO current compaction timestamp replace zero? why?
|
|
// Bad desgin of describe collection.
|
|
sch, err := t.getCollectionSchema(collID, 0)
|
|
if err != nil {
|
|
return -1, -1, nil, err
|
|
}
|
|
|
|
meta := &etcdpb.CollectionMeta{
|
|
ID: collID,
|
|
Schema: sch,
|
|
}
|
|
return collID, partID, meta, nil
|
|
}
|
|
|
|
func (t *compactionTask) getCollection() UniqueID {
|
|
return t.getCollectionID()
|
|
}
|
|
|
|
func (t *compactionTask) GetCurrentTime() typeutil.Timestamp {
|
|
return tsoutil.GetCurrentTime()
|
|
}
|
|
|
|
func (t *compactionTask) isExpiredEntity(ts, now Timestamp) bool {
|
|
// entity expire is not enabled if duration <= 0
|
|
if t.plan.GetCollectionTtl() <= 0 {
|
|
return false
|
|
}
|
|
|
|
pts, _ := tsoutil.ParseTS(ts)
|
|
pnow, _ := tsoutil.ParseTS(now)
|
|
expireTime := pts.Add(time.Duration(t.plan.GetCollectionTtl()))
|
|
return expireTime.Before(pnow)
|
|
}
|