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enhance: [hotfix] override index_type while creating segment index (#45456)

Browse Source 
issue: #44752 
pr: https://github.com/milvus-io/milvus/pull/45416

---------

Signed-off-by: chasingegg <chao.gao@zilliz.com>
This commit is contained in:
Gao 2025-11-11 10:27:36 +08:00 committed by GitHub
parent 9a614a11b0
commit 368e78c8b1
No known key found for this signature in database
GPG Key ID: B5690EEEBB952194
11 changed files with 574 additions and 458 deletions
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1
internal/core/src/segcore/load_index_c.cpp
View File

@ -351,7 +351,6 @@ AppendIndexV2(CTraceContext c_trace, CLoadIndexInfo c_load_index_info) {
translator = std::make_unique<
milvus::segcore::storagev1translator::SealedIndexTranslator>(
index_info, load_index_info, ctx, fileManagerContext, config);
load_index_info->cache_index =
milvus::cachinglayer::Manager::GetInstance().CreateCacheSlot(
std::move(translator));

21
internal/datacoord/index_inspector.go
View File

@ -28,8 +28,10 @@ import (
"github.com/milvus-io/milvus/internal/datacoord/task"
"github.com/milvus-io/milvus/internal/metastore/model"
"github.com/milvus-io/milvus/internal/storage"
"github.com/milvus-io/milvus/internal/util/vecindexmgr"
"github.com/milvus-io/milvus/pkg/v2/log"
"github.com/milvus-io/milvus/pkg/v2/proto/datapb"
"github.com/milvus-io/milvus/pkg/v2/util/paramtable"
)
type indexInspector struct {
@ -174,6 +176,24 @@ func (i *indexInspector) createIndexForSegment(ctx context.Context, segment *Seg
return err
}
taskSlot := calculateIndexTaskSlot(segment.getSegmentSize())
indexParams := i.meta.indexMeta.GetIndexParams(segment.CollectionID, indexID)
indexType := GetIndexType(indexParams)
// rewrite the index type if needed, and this final index type will be persisted in the meta
if vecindexmgr.GetVecIndexMgrInstance().IsVecIndex(indexType) && Params.KnowhereConfig.Enable.GetAsBool() {
var err error
indexParams, err = Params.KnowhereConfig.UpdateIndexParams(indexType, paramtable.BuildStage, indexParams)
if err != nil {
return err
}
}
newIndexType := GetIndexType(indexParams)
if newIndexType != "" && newIndexType != indexType {
log.Info("override index type", zap.String("indexType", indexType), zap.String("newIndexType", newIndexType))
indexType = newIndexType
}
segIndex := &model.SegmentIndex{
SegmentID: segment.ID,
CollectionID: segment.CollectionID,
@ -183,6 +203,7 @@ func (i *indexInspector) createIndexForSegment(ctx context.Context, segment *Seg
BuildID: buildID,
CreatedUTCTime: uint64(time.Now().Unix()),
WriteHandoff: false,
IndexType: indexType,
}
if err = i.meta.indexMeta.AddSegmentIndex(ctx, segIndex); err != nil {
return err

65
internal/datacoord/index_inspector_test.go
View File

@ -31,9 +31,11 @@ import (
mocks2 "github.com/milvus-io/milvus/internal/metastore/mocks"
"github.com/milvus-io/milvus/internal/metastore/model"
"github.com/milvus-io/milvus/internal/mocks"
"github.com/milvus-io/milvus/pkg/v2/common"
"github.com/milvus-io/milvus/pkg/v2/proto/datapb"
"github.com/milvus-io/milvus/pkg/v2/proto/workerpb"
"github.com/milvus-io/milvus/pkg/v2/util/lock"
"github.com/milvus-io/milvus/pkg/v2/util/paramtable"
"github.com/milvus-io/milvus/pkg/v2/util/typeutil"
)
@ -165,3 +167,66 @@ func TestIndexInspector_ReloadFromMeta(t *testing.T) {
scheduler.EXPECT().Enqueue(mock.Anything).Return()
inspector.reloadFromMeta()
}
func TestIndexInspector_CreateIndexForSegment_OverrideIndexType(t *testing.T) {
ctx := context.Background()
notifyChan := make(chan int64, 1)
scheduler := task.NewMockGlobalScheduler(t)
alloc := allocator.NewMockAllocator(t)
handler := NewNMockHandler(t)
storage := mocks.NewChunkManager(t)
versionManager := newIndexEngineVersionManager()
catalog := mocks2.NewDataCoordCatalog(t)
meta := &meta{
segments: NewSegmentsInfo(),
collections: typeutil.NewConcurrentMap[UniqueID, *collectionInfo](),
indexMeta: &indexMeta{
keyLock: lock.NewKeyLock[UniqueID](),
catalog: catalog,
segmentBuildInfo: newSegmentIndexBuildInfo(),
indexes: make(map[UniqueID]map[UniqueID]*model.Index),
segmentIndexes: typeutil.NewConcurrentMap[UniqueID, *typeutil.ConcurrentMap[UniqueID, *model.SegmentIndex]](),
},
}
segment := &SegmentInfo{
SegmentInfo: &datapb.SegmentInfo{
ID: 1,
CollectionID: 2,
PartitionID: 3,
NumOfRows: 100,
State: commonpb.SegmentState_Flushed,
IsSorted: true,
Level: datapb.SegmentLevel_L1,
},
}
meta.segments.SetSegment(segment.GetID(), segment)
meta.indexMeta.indexes[2] = map[UniqueID]*model.Index{
5: {
CollectionID: 2,
FieldID: 101,
IndexID: 5,
IndexName: indexName,
IndexParams: []*commonpb.KeyValuePair{
{Key: common.IndexTypeKey, Value: "IVF_FLAT"},
{Key: paramtable.OverrideIndexTypeKey, Value: "DISKANN"},
},
},
}
inspector := newIndexInspector(ctx, notifyChan, meta, scheduler, alloc, handler, storage, versionManager)
alloc.EXPECT().AllocID(mock.Anything).Return(int64(12345), nil)
catalog.EXPECT().CreateSegmentIndex(mock.Anything, mock.Anything).Return(nil)
scheduler.EXPECT().Enqueue(mock.Anything).Return()
err := inspector.createIndexForSegment(ctx, segment, 5)
assert.NoError(t, err)
segIndexes := meta.indexMeta.GetSegmentIndexes(segment.CollectionID, segment.ID)
segIdx, ok := segIndexes[5]
assert.True(t, ok)
assert.Equal(t, "DISKANN", segIdx.IndexType)
}

6
internal/datacoord/index_meta.go
View File

@ -496,19 +496,19 @@ func (m *indexMeta) AddSegmentIndex(ctx context.Context, segIndex *model.Segment
log.Ctx(ctx).Info("meta update: adding segment index", zap.Int64("collectionID", segIndex.CollectionID),
zap.Int64("segmentID", segIndex.SegmentID), zap.Int64("indexID", segIndex.IndexID),
zap.Int64("buildID", buildID))
zap.Int64("buildID", buildID), zap.String("indexType", segIndex.IndexType))
segIndex.IndexState = commonpb.IndexState_Unissued
if err := m.catalog.CreateSegmentIndex(ctx, segIndex); err != nil {
log.Ctx(ctx).Warn("meta update: adding segment index failed",
zap.Int64("segmentID", segIndex.SegmentID), zap.Int64("indexID", segIndex.IndexID),
zap.Int64("buildID", segIndex.BuildID), zap.Error(err))
zap.Int64("buildID", segIndex.BuildID), zap.String("indexType", segIndex.IndexType), zap.Error(err))
return err
}
m.updateSegmentIndex(segIndex)
log.Ctx(ctx).Info("meta update: adding segment index success", zap.Int64("collectionID", segIndex.CollectionID),
zap.Int64("segmentID", segIndex.SegmentID), zap.Int64("indexID", segIndex.IndexID),
zap.Int64("buildID", buildID))
zap.Int64("buildID", buildID), zap.String("indexType", segIndex.IndexType))
return nil
}

13
internal/datacoord/index_service.go
View File

@ -968,13 +968,24 @@ func (s *Server) GetIndexInfos(ctx context.Context, req *indexpb.GetIndexInfoReq
segIdx.PartitionID, segIdx.SegmentID, segIdx.IndexFileKeys)
indexParams := s.meta.indexMeta.GetIndexParams(segIdx.CollectionID, segIdx.IndexID)
indexParams = append(indexParams, s.meta.indexMeta.GetTypeParams(segIdx.CollectionID, segIdx.IndexID)...)
// respect segment-based index type
for _, param := range indexParams {
if param.Key == common.IndexTypeKey && segIdx.IndexType != "" && segIdx.IndexType != param.Value {
param.Value = segIdx.IndexType
break
}
}
indexName := s.meta.indexMeta.GetIndexNameByID(segIdx.CollectionID, segIdx.IndexID)
if segIdx.IndexType != "" && segIdx.IndexType != indexName {
indexName = segIdx.IndexType
}
ret.SegmentInfo[segID].IndexInfos = append(ret.SegmentInfo[segID].IndexInfos,
&indexpb.IndexFilePathInfo{
SegmentID: segID,
FieldID: s.meta.indexMeta.GetFieldIDByIndexID(segIdx.CollectionID, segIdx.IndexID),
IndexID: segIdx.IndexID,
BuildID: segIdx.BuildID,
IndexName: s.meta.indexMeta.GetIndexNameByID(segIdx.CollectionID, segIdx.IndexID),
IndexName: indexName,
IndexParams: indexParams,
IndexFilePaths: indexFilePaths,
SerializedSize: segIdx.IndexSerializedSize,

1
internal/metastore/kv/datacoord/kv_catalog.go
View File

@ -606,7 +606,6 @@ func (kc *Catalog) DropIndex(ctx context.Context, collID typeutil.UniqueID, drop
func (kc *Catalog) CreateSegmentIndex(ctx context.Context, segIdx *model.SegmentIndex) error {
key := BuildSegmentIndexKey(segIdx.CollectionID, segIdx.PartitionID, segIdx.SegmentID, segIdx.BuildID)
value, err := proto.Marshal(model.MarshalSegmentIndexModel(segIdx))
if err != nil {
return err

4
internal/metastore/model/segment_index.go
View File

@ -32,6 +32,7 @@ type SegmentIndex struct {
IndexStoreVersion int64
FinishedUTCTime uint64
CurrentScalarIndexVersion int32
IndexType string
}
func UnmarshalSegmentIndexModel(segIndex *indexpb.SegmentIndex) *SegmentIndex {
@ -58,6 +59,7 @@ func UnmarshalSegmentIndexModel(segIndex *indexpb.SegmentIndex) *SegmentIndex {
CurrentIndexVersion: segIndex.GetCurrentIndexVersion(),
FinishedUTCTime: segIndex.FinishedTime,
CurrentScalarIndexVersion: segIndex.CurrentScalarIndexVersion,
IndexType: segIndex.IndexType,
}
}
@ -86,6 +88,7 @@ func MarshalSegmentIndexModel(segIdx *SegmentIndex) *indexpb.SegmentIndex {
CurrentIndexVersion: segIdx.CurrentIndexVersion,
FinishedTime: segIdx.FinishedUTCTime,
CurrentScalarIndexVersion: segIdx.CurrentScalarIndexVersion,
IndexType: segIdx.IndexType,
}
}
@ -110,5 +113,6 @@ func CloneSegmentIndex(segIndex *SegmentIndex) *SegmentIndex {
CurrentIndexVersion: segIndex.CurrentIndexVersion,
FinishedUTCTime: segIndex.FinishedUTCTime,
CurrentScalarIndexVersion: segIndex.CurrentScalarIndexVersion,
IndexType: segIndex.IndexType,
}
}

2
internal/metastore/model/segment_index_test.go
View File

@ -28,6 +28,7 @@ var (
Deleted: false,
CreateTime: 1,
SerializeSize: 0,
IndexType: "HNSW",
}
indexModel2 = &SegmentIndex{
@ -45,6 +46,7 @@ var (
CreatedUTCTime: 1,
IndexFileKeys: nil,
IndexSerializedSize: 0,
IndexType: "HNSW",
}
)

1
pkg/proto/index_coord.proto
View File

@ -83,6 +83,7 @@ message SegmentIndex {
uint64 finished_time = 18;
uint64 mem_size = 19; // the total size of index file at local (disk or memory) before loading by knowhere. (not compress)
int32 current_scalar_index_version = 20;
string index_type = 21;
}
message RegisterNodeRequest {

914
pkg/proto/indexpb/index_coord.pb.go
View File

@ -440,6 +440,7 @@ type SegmentIndex struct {
FinishedTime uint64 `protobuf:"varint,18,opt,name=finished_time,json=finishedTime,proto3" json:"finished_time,omitempty"`
MemSize uint64 `protobuf:"varint,19,opt,name=mem_size,json=memSize,proto3" json:"mem_size,omitempty"` // the total size of index file at local (disk or memory) before loading by knowhere. (not compress)
CurrentScalarIndexVersion int32 `protobuf:"varint,20,opt,name=current_scalar_index_version,json=currentScalarIndexVersion,proto3" json:"current_scalar_index_version,omitempty"`
IndexType string `protobuf:"bytes,21,opt,name=index_type,json=indexType,proto3" json:"index_type,omitempty"`
}
func (x *SegmentIndex) Reset() {
@ -614,6 +615,13 @@ func (x *SegmentIndex) GetCurrentScalarIndexVersion() int32 {
return 0
}
func (x *SegmentIndex) GetIndexType() string {
if x != nil {
return x.IndexType
}
return ""
}
type RegisterNodeRequest struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
@ -2872,7 +2880,7 @@ var file_index_coord_proto_rawDesc = []byte{
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@ -2918,479 +2926,481 @@ var file_index_coord_proto_rawDesc = []byte{
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}
var (

4
pkg/util/paramtable/knowhere_param.go
View File

@ -4,8 +4,11 @@ import (
"fmt"
"strings"
"go.uber.org/zap"
"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
"github.com/milvus-io/milvus/pkg/v2/common"
"github.com/milvus-io/milvus/pkg/v2/log"
"github.com/milvus-io/milvus/pkg/v2/util/hardware"
)
@ -119,6 +122,7 @@ func (p *knowhereConfig) UpdateIndexParams(indexType string, stage string, index
overrideIndexType := GetKeyFromSlice(indexParams, OverrideIndexTypeKey)
if overrideIndexType != "" {
overrideIndexParams := p.getIndexParam(overrideIndexType, stage)
log.Info("override index params", zap.String("overrideIndexType", overrideIndexType), zap.Any("overrideIndexParams", overrideIndexParams))
for key, val := range overrideIndexParams {
indexParams = append(indexParams,
&commonpb.KeyValuePair{