From d67db2ed9b50219996bba210fd5dbba30ed4c350 Mon Sep 17 00:00:00 2001 From: Ten Thousand Leaves <69466447+soothing-rain@users.noreply.github.com> Date: Fri, 9 Dec 2022 16:03:20 +0800 Subject: [PATCH] Make compaction target able to exceed segment max size by a bit (#21068) issue: #21053 Signed-off-by: Yuchen Gao Signed-off-by: Yuchen Gao --- configs/milvus.yaml | 1 + internal/datacoord/compaction_trigger.go | 96 ++- internal/datacoord/compaction_trigger_test.go | 503 ++++++++++------ internal/proto/data_coord.proto | 1 + internal/proto/datapb/data_coord.pb.go | 563 +++++++++--------- internal/util/paramtable/component_param.go | 8 + 6 files changed, 720 insertions(+), 452 deletions(-) diff --git a/configs/milvus.yaml b/configs/milvus.yaml index 0d6b9401c3..8984be0cad 100644 --- a/configs/milvus.yaml +++ b/configs/milvus.yaml @@ -285,6 +285,7 @@ dataCoord: # (smallProportion * segment max # of rows). compactableProportion: 0.5 # A compaction will happen on small segments if the segment after compaction will have # over (compactableProportion * segment max # of rows) rows. + expansionRate: 1.25 # During compaction, the size of segment # of rows is able to exceed segment max # of rows by (expansionRate-1) * 100%. compaction: enableAutoCompaction: true diff --git a/internal/datacoord/compaction_trigger.go b/internal/datacoord/compaction_trigger.go index e022afb143..30f8b32d32 100644 --- a/internal/datacoord/compaction_trigger.go +++ b/internal/datacoord/compaction_trigger.go @@ -23,8 +23,6 @@ import ( "sync" "time" - "github.com/milvus-io/milvus/internal/util/tsoutil" - "github.com/milvus-io/milvus-proto/go-api/commonpb" "github.com/milvus-io/milvus/internal/log" "github.com/milvus-io/milvus/internal/proto/datapb" @@ -33,6 +31,8 @@ import ( "github.com/milvus-io/milvus/internal/util/funcutil" "github.com/milvus-io/milvus/internal/util/indexparamcheck" "github.com/milvus-io/milvus/internal/util/logutil" + "github.com/milvus-io/milvus/internal/util/tsoutil" + "github.com/samber/lo" "go.uber.org/zap" ) @@ -472,6 +472,7 @@ func (t *compactionTrigger) generatePlans(segments []*SegmentInfo, force bool, c // TODO add low priority candidates, for example if the segment is smaller than full 0.9 * max segment size but larger than small segment boundary, we only execute compaction when there are no compaction running actively var prioritizedCandidates []*SegmentInfo var smallCandidates []*SegmentInfo + var nonPlannedSegments []*SegmentInfo // TODO, currently we lack of the measurement of data distribution, there should be another compaction help on redistributing segment based on scalar/vector field distribution for _, segment := range segments { @@ -481,9 +482,10 @@ func (t *compactionTrigger) generatePlans(segments []*SegmentInfo, force bool, c prioritizedCandidates = append(prioritizedCandidates, segment) } else if t.isSmallSegment(segment) { smallCandidates = append(smallCandidates, segment) + } else { + nonPlannedSegments = append(nonPlannedSegments, segment) } } - var plans []*datapb.CompactionPlan // sort segment from large to small sort.Slice(prioritizedCandidates, func(i, j int) bool { @@ -500,6 +502,17 @@ func (t *compactionTrigger) generatePlans(segments []*SegmentInfo, force bool, c return smallCandidates[i].GetID() < smallCandidates[j].GetID() }) + // Sort non-planned from small to large. + sort.Slice(nonPlannedSegments, func(i, j int) bool { + if nonPlannedSegments[i].GetNumOfRows() != nonPlannedSegments[j].GetNumOfRows() { + return nonPlannedSegments[i].GetNumOfRows() < nonPlannedSegments[j].GetNumOfRows() + } + return nonPlannedSegments[i].GetID() > nonPlannedSegments[j].GetID() + }) + + getSegmentIDs := func(segment *SegmentInfo, _ int) int64 { + return segment.GetID() + } // greedy pick from large segment to small, the goal is to fill each segment to reach 512M // we must ensure all prioritized candidates is in a plan //TODO the compaction policy should consider segment with similar timestamp together so timetravel and data expiration could work better. @@ -537,6 +550,14 @@ func (t *compactionTrigger) generatePlans(segments []*SegmentInfo, force bool, c plans = append(plans, plan) } + getSegIDsFromPlan := func(plan *datapb.CompactionPlan) []int64 { + var segmentIDs []int64 + for _, binLog := range plan.GetSegmentBinlogs() { + segmentIDs = append(segmentIDs, binLog.GetSegmentID()) + } + return segmentIDs + } + var remainingSmallSegs []*SegmentInfo // check if there are small candidates left can be merged into large segments for len(smallCandidates) > 0 { var bucket []*SegmentInfo @@ -560,14 +581,68 @@ func (t *compactionTrigger) generatePlans(segments []*SegmentInfo, force bool, c targetRow += s.GetNumOfRows() } // only merge if candidate number is large than MinSegmentToMerge or if target row is large enough - if len(bucket) >= Params.DataCoordCfg.MinSegmentToMerge.GetAsInt() || targetRow > int64(float64(segment.GetMaxRowNum())*Params.DataCoordCfg.SegmentCompactableProportion.GetAsFloat()) { + if len(bucket) >= Params.DataCoordCfg.MinSegmentToMerge.GetAsInt() || + targetRow > int64(float64(segment.GetMaxRowNum())*Params.DataCoordCfg.SegmentCompactableProportion.GetAsFloat()) { plan := segmentsToPlan(bucket, compactTime) - log.Info("generate a plan for small candidates", zap.Any("plan", plan), - zap.Int64("target segment row", targetRow), zap.Int64("target segment size", size)) + log.Info("generate a plan for small candidates", + zap.Int64s("plan segment IDs", lo.Map(bucket, getSegmentIDs)), + zap.Int64("target segment row", targetRow), + zap.Int64("target segment size", size)) plans = append(plans, plan) + } else { + remainingSmallSegs = append(remainingSmallSegs, bucket...) } } + // Try adding remaining segments to existing plans. + for i := len(remainingSmallSegs) - 1; i >= 0; i-- { + s := remainingSmallSegs[i] + if !isExpandableSmallSegment(s) { + continue + } + // Try squeeze this segment into existing plans. This could cause segment size to exceed maxSize. + for _, plan := range plans { + if plan.TotalRows+s.GetNumOfRows() <= int64(Params.DataCoordCfg.SegmentExpansionRate.GetAsFloat()*float64(s.GetMaxRowNum())) { + segmentBinLogs := &datapb.CompactionSegmentBinlogs{ + SegmentID: s.GetID(), + FieldBinlogs: s.GetBinlogs(), + Field2StatslogPaths: s.GetStatslogs(), + Deltalogs: s.GetDeltalogs(), + } + plan.TotalRows += s.GetNumOfRows() + plan.SegmentBinlogs = append(plan.SegmentBinlogs, segmentBinLogs) + log.Info("small segment appended on existing plan", + zap.Int64("segment ID", s.GetID()), + zap.Int64("target rows", plan.GetTotalRows()), + zap.Int64s("plan segment ID", getSegIDsFromPlan(plan)), + ) + remainingSmallSegs = append(remainingSmallSegs[:i], remainingSmallSegs[i+1:]...) + break + } + } + } + // If there are still remaining small segments, try adding them to non-planned segments. + for _, npSeg := range nonPlannedSegments { + bucket := []*SegmentInfo{npSeg} + targetRow := npSeg.GetNumOfRows() + for i := len(remainingSmallSegs) - 1; i >= 0; i-- { + // Note: could also simply use MaxRowNum as limit. + if targetRow+remainingSmallSegs[i].GetNumOfRows() <= + int64(Params.DataCoordCfg.SegmentExpansionRate.GetAsFloat()*float64(npSeg.GetMaxRowNum())) { + bucket = append(bucket, remainingSmallSegs[i]) + targetRow += remainingSmallSegs[i].GetNumOfRows() + remainingSmallSegs = append(remainingSmallSegs[:i], remainingSmallSegs[i+1:]...) + } + } + if len(bucket) > 1 { + plan := segmentsToPlan(bucket, compactTime) + plans = append(plans, plan) + log.Info("generate a plan for to squeeze small candidates into non-planned segment", + zap.Int64s("plan segment IDs", lo.Map(bucket, getSegmentIDs)), + zap.Int64("target segment row", targetRow), + ) + } + } return plans } @@ -586,6 +661,7 @@ func segmentsToPlan(segments []*SegmentInfo, compactTime *compactTime) *datapb.C Field2StatslogPaths: s.GetStatslogs(), Deltalogs: s.GetDeltalogs(), } + plan.TotalRows += s.GetNumOfRows() plan.SegmentBinlogs = append(plan.SegmentBinlogs, segmentBinlogs) } @@ -646,6 +722,10 @@ func (t *compactionTrigger) isSmallSegment(segment *SegmentInfo) bool { return segment.GetNumOfRows() < int64(float64(segment.GetMaxRowNum())*Params.DataCoordCfg.SegmentSmallProportion.GetAsFloat()) } +func isExpandableSmallSegment(segment *SegmentInfo) bool { + return segment.GetNumOfRows() < int64(float64(segment.GetMaxRowNum())*(Params.DataCoordCfg.SegmentExpansionRate.GetAsFloat()-1)) +} + func (t *compactionTrigger) fillOriginPlan(plan *datapb.CompactionPlan) error { // TODO context id, err := t.allocator.allocID(context.TODO()) @@ -696,7 +776,7 @@ func (t *compactionTrigger) ShouldDoSingleCompaction(segment *SegmentInfo, compa } if float64(totalExpiredRows)/float64(segment.GetNumOfRows()) >= Params.DataCoordCfg.SingleCompactionRatioThreshold.GetAsFloat() || totalExpiredSize > Params.DataCoordCfg.SingleCompactionExpiredLogMaxSize.GetAsInt64() { - log.Info("total expired entities is too much, trigger compation", zap.Int64("segment", segment.ID), + log.Info("total expired entities is too much, trigger compaction", zap.Int64("segment", segment.ID), zap.Int("expired rows", totalExpiredRows), zap.Int64("expired log size", totalExpiredSize)) return true } @@ -722,7 +802,7 @@ func (t *compactionTrigger) ShouldDoSingleCompaction(segment *SegmentInfo, compa // currently delta log size and delete ratio policy is applied if float64(totalDeletedRows)/float64(segment.GetNumOfRows()) >= Params.DataCoordCfg.SingleCompactionRatioThreshold.GetAsFloat() || totalDeleteLogSize > Params.DataCoordCfg.SingleCompactionDeltaLogMaxSize.GetAsInt64() { - log.Info("total delete entities is too much, trigger compation", zap.Int64("segment", segment.ID), + log.Info("total delete entities is too much, trigger compaction", zap.Int64("segment", segment.ID), zap.Int("deleted rows", totalDeletedRows), zap.Int64("delete log size", totalDeleteLogSize)) return true } diff --git a/internal/datacoord/compaction_trigger_test.go b/internal/datacoord/compaction_trigger_test.go index 7637006564..d5e41e1df6 100644 --- a/internal/datacoord/compaction_trigger_test.go +++ b/internal/datacoord/compaction_trigger_test.go @@ -337,6 +337,7 @@ func Test_compactionTrigger_force(t *testing.T) { Type: datapb.CompactionType_MixCompaction, Timetravel: timeTravel, Channel: "ch1", + TotalRows: 200, }, }, }, @@ -845,7 +846,7 @@ func Test_compactionTrigger_noplan(t *testing.T) { CollectionID: 2, PartitionID: 1, LastExpireTime: 100, - NumOfRows: 1, + NumOfRows: 200, MaxRowNum: 300, InsertChannel: "ch1", State: commonpb.SegmentState_Flushed, @@ -886,66 +887,6 @@ func Test_compactionTrigger_noplan(t *testing.T) { }, lastFlushTime: time.Now(), }, - 3: { - SegmentInfo: &datapb.SegmentInfo{ - ID: 3, - CollectionID: 2, - PartitionID: 1, - LastExpireTime: 100, - NumOfRows: 2, - MaxRowNum: 300, - InsertChannel: "ch1", - State: commonpb.SegmentState_Flushed, - Binlogs: []*datapb.FieldBinlog{ - { - Binlogs: []*datapb.Binlog{ - {EntriesNum: 5, LogPath: "log1", LogSize: 100}, - }, - }, - }, - }, - lastFlushTime: time.Now(), - }, - 4: { - SegmentInfo: &datapb.SegmentInfo{ - ID: 4, - CollectionID: 2, - PartitionID: 1, - LastExpireTime: 100, - NumOfRows: 3, - MaxRowNum: 300, - InsertChannel: "ch1", - State: commonpb.SegmentState_Flushed, - Binlogs: []*datapb.FieldBinlog{ - { - Binlogs: []*datapb.Binlog{ - {EntriesNum: 5, LogPath: "log1", LogSize: 100}, - }, - }, - }, - }, - lastFlushTime: time.Now(), - }, - 5: { - SegmentInfo: &datapb.SegmentInfo{ - ID: 4, - CollectionID: 2, - PartitionID: 1, - LastExpireTime: 100, - NumOfRows: 3, - MaxRowNum: 300, - InsertChannel: "ch1", - State: commonpb.SegmentState_Flushed, - Binlogs: []*datapb.FieldBinlog{ - { - Binlogs: []*datapb.Binlog{ - {EntriesNum: 5, LogPath: "log1", LogSize: 100}, - }, - }, - }, - }, - lastFlushTime: time.Unix(0, 0), - }, }, }, collections: map[int64]*collectionInfo{ @@ -1005,8 +946,8 @@ func Test_compactionTrigger_noplan(t *testing.T) { } } -// Test compaction with small files -func Test_compactionTrigger_smallfiles(t *testing.T) { +// Test compaction with prioritized candi +func Test_compactionTrigger_PrioritizedCandi(t *testing.T) { type fields struct { meta *meta allocator allocator @@ -1020,6 +961,33 @@ func Test_compactionTrigger_smallfiles(t *testing.T) { } Params.Init() vecFieldID := int64(201) + + genSeg := func(segID, numRows int64) *datapb.SegmentInfo { + return &datapb.SegmentInfo{ + ID: segID, + CollectionID: 2, + PartitionID: 1, + LastExpireTime: 100, + NumOfRows: numRows, + MaxRowNum: 110, + InsertChannel: "ch1", + State: commonpb.SegmentState_Flushed, + Binlogs: []*datapb.FieldBinlog{ + { + Binlogs: []*datapb.Binlog{ + {EntriesNum: 5, LogPath: "log1", LogSize: 100}, + }, + }, + }, + Deltalogs: []*datapb.FieldBinlog{ + { + Binlogs: []*datapb.Binlog{ + {EntriesNum: 5, LogPath: "deltalog1"}, + }, + }, + }, + } + } tests := []struct { name string fields fields @@ -1035,111 +1003,35 @@ func Test_compactionTrigger_smallfiles(t *testing.T) { segments: &SegmentsInfo{ map[int64]*SegmentInfo{ 1: { - SegmentInfo: &datapb.SegmentInfo{ - ID: 1, - CollectionID: 2, - PartitionID: 1, - LastExpireTime: 100, - NumOfRows: 50, - MaxRowNum: 300, - InsertChannel: "ch1", - State: commonpb.SegmentState_Flushed, - Binlogs: []*datapb.FieldBinlog{ - { - Binlogs: []*datapb.Binlog{ - {EntriesNum: 5, LogPath: "log1", LogSize: 100}, - }, - }, - }, - Deltalogs: []*datapb.FieldBinlog{ - { - Binlogs: []*datapb.Binlog{ - {EntriesNum: 5, LogPath: "deltalog1"}, - }, - }, - }, - }, + SegmentInfo: genSeg(1, 20), lastFlushTime: time.Now().Add(-100 * time.Minute), }, 2: { - SegmentInfo: &datapb.SegmentInfo{ - ID: 2, - CollectionID: 2, - PartitionID: 1, - LastExpireTime: 100, - NumOfRows: 50, - MaxRowNum: 300, - InsertChannel: "ch1", - State: commonpb.SegmentState_Flushed, - Binlogs: []*datapb.FieldBinlog{ - { - Binlogs: []*datapb.Binlog{ - {EntriesNum: 5, LogPath: "log2", LogSize: 800}, - }, - }, - }, - Deltalogs: []*datapb.FieldBinlog{ - { - Binlogs: []*datapb.Binlog{ - {EntriesNum: 5, LogPath: "deltalog2"}, - }, - }, - }, - }, + SegmentInfo: genSeg(2, 20), lastFlushTime: time.Now(), }, 3: { - SegmentInfo: &datapb.SegmentInfo{ - ID: 3, - CollectionID: 2, - PartitionID: 1, - LastExpireTime: 100, - NumOfRows: 50, - MaxRowNum: 300, - InsertChannel: "ch1", - State: commonpb.SegmentState_Flushed, - Binlogs: []*datapb.FieldBinlog{ - { - Binlogs: []*datapb.Binlog{ - {EntriesNum: 5, LogPath: "log1", LogSize: 100}, - }, - }, - }, - Deltalogs: []*datapb.FieldBinlog{ - { - Binlogs: []*datapb.Binlog{ - {EntriesNum: 5, LogPath: "deltalog1"}, - }, - }, - }, - }, + SegmentInfo: genSeg(3, 20), lastFlushTime: time.Now(), }, 4: { - SegmentInfo: &datapb.SegmentInfo{ - ID: 4, - CollectionID: 2, - PartitionID: 1, - LastExpireTime: 100, - NumOfRows: 50, - MaxRowNum: 300, - InsertChannel: "ch1", - State: commonpb.SegmentState_Flushed, - Binlogs: []*datapb.FieldBinlog{ - { - Binlogs: []*datapb.Binlog{ - {EntriesNum: 5, LogPath: "log1", LogSize: 100}, - }, - }, - }, - Deltalogs: []*datapb.FieldBinlog{ - { - Binlogs: []*datapb.Binlog{ - {EntriesNum: 5, LogPath: "deltalog1"}, - }, - }, - }, - }, + SegmentInfo: genSeg(4, 20), + lastFlushTime: time.Now(), + }, + 5: { + SegmentInfo: genSeg(5, 20), + lastFlushTime: time.Now(), + }, + 6: { + SegmentInfo: genSeg(6, 20), + lastFlushTime: time.Now(), + }, + 7: { + SegmentInfo: genSeg(7, 20), + lastFlushTime: time.Now(), + }, + 8: { + SegmentInfo: genSeg(8, 20), lastFlushTime: time.Now(), }, }, @@ -1192,8 +1084,283 @@ func Test_compactionTrigger_smallfiles(t *testing.T) { spy := (tt.fields.compactionHandler).(*spyCompactionHandler) select { case val := <-spy.spyChan: - // 4 segments in the final pick list - assert.Equal(t, len(val.SegmentBinlogs), 4) + // 5 segments in the final pick list + assert.Equal(t, len(val.SegmentBinlogs), 5) + return + case <-time.After(3 * time.Second): + assert.Fail(t, "failed to get plan") + return + } + }) + } +} + +// Test compaction with small candi +func Test_compactionTrigger_SmallCandi(t *testing.T) { + type fields struct { + meta *meta + allocator allocator + signals chan *compactionSignal + compactionHandler compactionPlanContext + globalTrigger *time.Ticker + } + type args struct { + collectionID int64 + compactTime *compactTime + } + Params.Init() + vecFieldID := int64(201) + + genSeg := func(segID, numRows int64) *datapb.SegmentInfo { + return &datapb.SegmentInfo{ + ID: segID, + CollectionID: 2, + PartitionID: 1, + LastExpireTime: 100, + NumOfRows: numRows, + MaxRowNum: 110, + InsertChannel: "ch1", + State: commonpb.SegmentState_Flushed, + Binlogs: []*datapb.FieldBinlog{ + { + Binlogs: []*datapb.Binlog{ + {EntriesNum: 5, LogPath: "log1", LogSize: 100}, + }, + }, + }, + } + } + tests := []struct { + name string + fields fields + args args + wantErr bool + wantPlans []*datapb.CompactionPlan + }{ + { + "test small segment", + fields{ + &meta{ + // 4 small segments + segments: &SegmentsInfo{ + map[int64]*SegmentInfo{ + 1: { + SegmentInfo: genSeg(1, 20), + lastFlushTime: time.Now().Add(-100 * time.Minute), + }, + 2: { + SegmentInfo: genSeg(2, 20), + lastFlushTime: time.Now(), + }, + 3: { + SegmentInfo: genSeg(3, 20), + lastFlushTime: time.Now(), + }, + 4: { + SegmentInfo: genSeg(4, 20), + lastFlushTime: time.Now(), + }, + 5: { + SegmentInfo: genSeg(5, 20), + lastFlushTime: time.Now(), + }, + 6: { + SegmentInfo: genSeg(6, 20), + lastFlushTime: time.Now(), + }, + 7: { + SegmentInfo: genSeg(7, 20), + lastFlushTime: time.Now(), + }, + }, + }, + collections: map[int64]*collectionInfo{ + 2: { + ID: 2, + Schema: &schemapb.CollectionSchema{ + Fields: []*schemapb.FieldSchema{ + { + FieldID: vecFieldID, + DataType: schemapb.DataType_FloatVector, + }, + }, + }, + }, + }, + }, + newMockAllocator(), + make(chan *compactionSignal, 1), + &spyCompactionHandler{spyChan: make(chan *datapb.CompactionPlan, 1)}, + nil, + }, + args{ + 2, + &compactTime{travelTime: 200, expireTime: 0}, + }, + false, + nil, + }, + } + for _, tt := range tests { + t.Run(tt.name, func(t *testing.T) { + indexCoord := newMockIndexCoord() + + tr := &compactionTrigger{ + meta: tt.fields.meta, + handler: newMockHandlerWithMeta(tt.fields.meta), + allocator: tt.fields.allocator, + signals: tt.fields.signals, + compactionHandler: tt.fields.compactionHandler, + globalTrigger: tt.fields.globalTrigger, + segRefer: &SegmentReferenceManager{segmentsLock: map[UniqueID]map[UniqueID]*datapb.SegmentReferenceLock{}}, + indexCoord: indexCoord, + } + tr.start() + defer tr.stop() + err := tr.triggerCompaction() + assert.Equal(t, tt.wantErr, err != nil) + spy := (tt.fields.compactionHandler).(*spyCompactionHandler) + select { + case val := <-spy.spyChan: + // 6 segments in the final pick list. + // 5 generated by the origin plan, 1 was added as additional segment. + assert.Equal(t, len(val.SegmentBinlogs), 6) + return + case <-time.After(3 * time.Second): + assert.Fail(t, "failed to get plan") + return + } + }) + } +} + +// Test compaction with small candi +func Test_compactionTrigger_SqueezeNonPlannedSegs(t *testing.T) { + type fields struct { + meta *meta + allocator allocator + signals chan *compactionSignal + compactionHandler compactionPlanContext + globalTrigger *time.Ticker + } + type args struct { + collectionID int64 + compactTime *compactTime + } + Params.Init() + vecFieldID := int64(201) + + genSeg := func(segID, numRows int64) *datapb.SegmentInfo { + return &datapb.SegmentInfo{ + ID: segID, + CollectionID: 2, + PartitionID: 1, + LastExpireTime: 100, + NumOfRows: numRows, + MaxRowNum: 110, + InsertChannel: "ch1", + State: commonpb.SegmentState_Flushed, + Binlogs: []*datapb.FieldBinlog{ + { + Binlogs: []*datapb.Binlog{ + {EntriesNum: 5, LogPath: "log1", LogSize: 100}, + }, + }, + }, + } + } + tests := []struct { + name string + fields fields + args args + wantErr bool + wantPlans []*datapb.CompactionPlan + }{ + { + "test small segment", + fields{ + &meta{ + // 4 small segments + segments: &SegmentsInfo{ + map[int64]*SegmentInfo{ + 1: { + SegmentInfo: genSeg(1, 60), + lastFlushTime: time.Now().Add(-100 * time.Minute), + }, + 2: { + SegmentInfo: genSeg(2, 60), + lastFlushTime: time.Now(), + }, + 3: { + SegmentInfo: genSeg(3, 60), + lastFlushTime: time.Now(), + }, + 4: { + SegmentInfo: genSeg(4, 60), + lastFlushTime: time.Now(), + }, + 5: { + SegmentInfo: genSeg(5, 26), + lastFlushTime: time.Now(), + }, + 6: { + SegmentInfo: genSeg(6, 26), + lastFlushTime: time.Now(), + }, + }, + }, + collections: map[int64]*collectionInfo{ + 2: { + ID: 2, + Schema: &schemapb.CollectionSchema{ + Fields: []*schemapb.FieldSchema{ + { + FieldID: vecFieldID, + DataType: schemapb.DataType_FloatVector, + }, + }, + }, + }, + }, + }, + newMockAllocator(), + make(chan *compactionSignal, 1), + &spyCompactionHandler{spyChan: make(chan *datapb.CompactionPlan, 1)}, + nil, + }, + args{ + 2, + &compactTime{travelTime: 200, expireTime: 0}, + }, + false, + nil, + }, + } + for _, tt := range tests { + t.Run(tt.name, func(t *testing.T) { + indexCoord := newMockIndexCoord() + + tr := &compactionTrigger{ + meta: tt.fields.meta, + handler: newMockHandlerWithMeta(tt.fields.meta), + allocator: tt.fields.allocator, + signals: tt.fields.signals, + compactionHandler: tt.fields.compactionHandler, + globalTrigger: tt.fields.globalTrigger, + segRefer: &SegmentReferenceManager{segmentsLock: map[UniqueID]map[UniqueID]*datapb.SegmentReferenceLock{}}, + indexCoord: indexCoord, + } + tr.start() + defer tr.stop() + err := tr.triggerCompaction() + assert.Equal(t, tt.wantErr, err != nil) + spy := (tt.fields.compactionHandler).(*spyCompactionHandler) + select { + case val := <-spy.spyChan: + // max # of rows == 110, expansion rate == 1.25. + // segment 5 and 6 are squeezed into a non-planned segment. Total # of rows: 60 + 26 + 26 == 112, + // which is greater than 110 but smaller than 110 * 1.25 + assert.Equal(t, len(val.SegmentBinlogs), 3) return case <-time.After(3 * time.Second): assert.Fail(t, "failed to get plan") @@ -1321,7 +1488,7 @@ func Test_compactionTrigger_noplan_random_size(t *testing.T) { select { case val := <-spy.spyChan: plans = append(plans, val) - case <-time.After(1 * time.Second): + case <-time.After(3 * time.Second): break WAIT } } @@ -1334,13 +1501,15 @@ func Test_compactionTrigger_noplan_random_size(t *testing.T) { } fmt.Println("target ", len(plan.SegmentBinlogs)) } - assert.Equal(t, len(plans), 3) + assert.Equal(t, 4, len(plans)) // plan 1: 250 + 20 * 10 + 3 * 20 // plan 2: 200 + 7 * 20 + 4 * 40 - // plan 3 128 + 6 * 40 + 127 - assert.Equal(t, len(plans[0].SegmentBinlogs), 24) - assert.Equal(t, len(plans[1].SegmentBinlogs), 12) - assert.Equal(t, len(plans[2].SegmentBinlogs), 8) + // plan 3: 128 + 6 * 40 + 127 + // plan 4: 300 + 128 + 128 ( < 512 * 1.25) + assert.Equal(t, 24, len(plans[0].SegmentBinlogs)) + assert.Equal(t, 12, len(plans[1].SegmentBinlogs)) + assert.Equal(t, 8, len(plans[2].SegmentBinlogs)) + assert.Equal(t, 3, len(plans[3].SegmentBinlogs)) }) } } diff --git a/internal/proto/data_coord.proto b/internal/proto/data_coord.proto index 33d0706f90..cde40354fe 100644 --- a/internal/proto/data_coord.proto +++ b/internal/proto/data_coord.proto @@ -455,6 +455,7 @@ message CompactionPlan { uint64 timetravel = 6; string channel = 7; int64 collection_ttl = 8; + int64 total_rows = 9; } message CompactionResult { diff --git a/internal/proto/datapb/data_coord.pb.go b/internal/proto/datapb/data_coord.pb.go index 194a5d2db2..6609cab9ca 100644 --- a/internal/proto/datapb/data_coord.pb.go +++ b/internal/proto/datapb/data_coord.pb.go @@ -3109,6 +3109,7 @@ type CompactionPlan struct { Timetravel uint64 `protobuf:"varint,6,opt,name=timetravel,proto3" json:"timetravel,omitempty"` Channel string `protobuf:"bytes,7,opt,name=channel,proto3" json:"channel,omitempty"` CollectionTtl int64 `protobuf:"varint,8,opt,name=collection_ttl,json=collectionTtl,proto3" json:"collection_ttl,omitempty"` + TotalRows int64 `protobuf:"varint,9,opt,name=total_rows,json=totalRows,proto3" json:"total_rows,omitempty"` XXX_NoUnkeyedLiteral struct{} `json:"-"` XXX_unrecognized []byte `json:"-"` XXX_sizecache int32 `json:"-"` @@ -3195,6 +3196,13 @@ func (m *CompactionPlan) GetCollectionTtl() int64 { return 0 } +func (m *CompactionPlan) GetTotalRows() int64 { + if m != nil { + return m.TotalRows + } + return 0 +} + type CompactionResult struct { PlanID int64 `protobuf:"varint,1,opt,name=planID,proto3" json:"planID,omitempty"` SegmentID int64 `protobuf:"varint,2,opt,name=segmentID,proto3" json:"segmentID,omitempty"` @@ -4959,283 +4967,284 @@ func init() { func init() { proto.RegisterFile("data_coord.proto", fileDescriptor_82cd95f524594f49) } var fileDescriptor_82cd95f524594f49 = []byte{ - // 4414 bytes of a gzipped FileDescriptorProto - 0x1f, 0x8b, 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0xc8, 0x0c, + 0x0e, 0x26, 0x4f, 0xc9, 0xea, 0xef, 0xb0, 0xae, 0xef, 0x99, 0x2e, 0xff, 0x75, 0x27, 0x64, 0xf7, + 0x3b, 0x74, 0xb4, 0x3b, 0x64, 0xb4, 0xf1, 0xd3, 0xa7, 0x35, 0xda, 0xfa, 0xf0, 0x7f, 0x02, 0x00, + 0x00, 0xff, 0xff, 0xa1, 0x91, 0x6d, 0xaf, 0x9b, 0x4f, 0x00, 0x00, } // Reference imports to suppress errors if they are not otherwise used. diff --git a/internal/util/paramtable/component_param.go b/internal/util/paramtable/component_param.go index 41e25d8689..27721bd983 100644 --- a/internal/util/paramtable/component_param.go +++ b/internal/util/paramtable/component_param.go @@ -1239,6 +1239,7 @@ type dataCoordConfig struct { MaxSegmentToMerge ParamItem SegmentSmallProportion ParamItem SegmentCompactableProportion ParamItem + SegmentExpansionRate ParamItem CompactionTimeoutInSeconds ParamItem CompactionCheckIntervalInSeconds ParamItem SingleCompactionRatioThreshold ParamItem @@ -1355,6 +1356,13 @@ func (p *dataCoordConfig) init(base *BaseTable) { } p.SegmentCompactableProportion.Init(base.mgr) + p.SegmentExpansionRate = ParamItem{ + Key: "dataCoord.segment.expansionRate", + Version: "2.2.1", + DefaultValue: "1.25", + } + p.SegmentExpansionRate.Init(base.mgr) + p.CompactionTimeoutInSeconds = ParamItem{ Key: "dataCoord.compaction.timeout", Version: "2.0.0",