diff --git a/internal/datacoord/meta.go b/internal/datacoord/meta.go
index a6305fbd6d..4edabb1861 100644
--- a/internal/datacoord/meta.go
+++ b/internal/datacoord/meta.go
@@ -849,6 +849,27 @@ func UpdateStatusOperator(segmentID int64, status commonpb.SegmentState) UpdateO
 	}
 }
 
+// Set storage version
+func SetStorageVersion(segmentID int64, version int64) UpdateOperator {
+	return func(modPack *updateSegmentPack) bool {
+		segment := modPack.Get(segmentID)
+		if segment == nil {
+			log.Ctx(context.TODO()).Warn("meta update: update storage version failed - segment not found",
+				zap.Int64("segmentID", segmentID))
+			return false
+		}
+
+		if segment.GetStorageVersion() == version {
+			log.Ctx(context.TODO()).Info("meta update: segment stats already is target version",
+				zap.Int64("segmentID", segmentID), zap.Int64("version", version))
+			return false
+		}
+
+		segment.StorageVersion = version
+		return true
+	}
+}
+
 func UpdateCompactedOperator(segmentID int64) UpdateOperator {
 	return func(modPack *updateSegmentPack) bool {
 		segment := modPack.Get(segmentID)
diff --git a/internal/datacoord/services.go b/internal/datacoord/services.go
index 417a11e26c..dad8cc4bc6 100644
--- a/internal/datacoord/services.go
+++ b/internal/datacoord/services.go
@@ -575,6 +575,9 @@ func (s *Server) SaveBinlogPaths(ctx context.Context, req *datapb.SaveBinlogPath
 			return merr.Status(err), nil
 		}
 
+		// Set storage version
+		operators = append(operators, SetStorageVersion(req.GetSegmentID(), req.GetStorageVersion()))
+
 		// Set segment state
 		if req.GetDropped() {
 			// segmentManager manages growing segments
diff --git a/internal/datacoord/task_index.go b/internal/datacoord/task_index.go
index c66eaf7660..e7d4124cdb 100644
--- a/internal/datacoord/task_index.go
+++ b/internal/datacoord/task_index.go
@@ -259,6 +259,7 @@ func (it *indexBuildTask) PreCheck(ctx context.Context, dependency *taskSchedule
 		OptionalScalarFields:      optionalFields,
 		Field:                     field,
 		PartitionKeyIsolation:     partitionKeyIsolation,
+		StorageVersion:            segment.StorageVersion,
 	}
 
 	it.req.LackBinlogRows = it.req.NumRows - totalRows
diff --git a/internal/datacoord/task_stats.go b/internal/datacoord/task_stats.go
index c059e5f4ec..00f2fe58cd 100644
--- a/internal/datacoord/task_stats.go
+++ b/internal/datacoord/task_stats.go
@@ -239,8 +239,9 @@ func (st *statsTask) PreCheck(ctx context.Context, dependency *taskScheduler) bo
 		CollectionTtl:   collTtl.Nanoseconds(),
 		CurrentTs:       tsoutil.GetCurrentTime(),
 		// update version after check
-		TaskVersion:   statsMeta.GetVersion() + 1,
-		BinlogMaxSize: Params.DataNodeCfg.BinLogMaxSize.GetAsUint64(),
+		TaskVersion:    statsMeta.GetVersion() + 1,
+		BinlogMaxSize:  Params.DataNodeCfg.BinLogMaxSize.GetAsUint64(),
+		StorageVersion: segment.StorageVersion,
 	}
 
 	log.Info("stats task pre check successfully", zap.String("subJobType", st.subJobType.String()),
diff --git a/internal/datanode/compactor/segment_writer.go b/internal/datanode/compactor/segment_writer.go
index d09a5e8a77..87f6df90ac 100644
--- a/internal/datanode/compactor/segment_writer.go
+++ b/internal/datanode/compactor/segment_writer.go
@@ -32,8 +32,6 @@ import (
 	"github.com/milvus-io/milvus/internal/flushcommon/writebuffer"
 	"github.com/milvus-io/milvus/internal/metastore/kv/binlog"
 	"github.com/milvus-io/milvus/internal/storage"
-	"github.com/milvus-io/milvus/internal/storagecommon"
-	"github.com/milvus-io/milvus/internal/storagev2/packed"
 	"github.com/milvus-io/milvus/pkg/v2/common"
 	"github.com/milvus-io/milvus/pkg/v2/log"
 	"github.com/milvus-io/milvus/pkg/v2/proto/datapb"
@@ -177,25 +175,6 @@ func (w *MultiSegmentWriter) rotateWriter() error {
 	return nil
 }
 
-func (w *MultiSegmentWriter) splitColumnByRecord(r storage.Record, splitThresHold int64) []storagecommon.ColumnGroup {
-	groups := make([]storagecommon.ColumnGroup, 0)
-	shortColumnGroup := storagecommon.ColumnGroup{Columns: make([]int, 0)}
-	for i, field := range w.schema.Fields {
-		arr := r.Column(field.FieldID)
-		size := arr.Data().SizeInBytes()
-		rows := uint64(arr.Len())
-		if rows != 0 && int64(size/rows) >= splitThresHold {
-			groups = append(groups, storagecommon.ColumnGroup{Columns: []int{i}})
-		} else {
-			shortColumnGroup.Columns = append(shortColumnGroup.Columns, i)
-		}
-	}
-	if len(shortColumnGroup.Columns) > 0 {
-		groups = append(groups, shortColumnGroup)
-	}
-	return groups
-}
-
 func (w *MultiSegmentWriter) GetWrittenUncompressed() uint64 {
 	if w.writer == nil {
 		return 0
@@ -216,11 +195,6 @@ func (w *MultiSegmentWriter) GetCompactionSegments() []*datapb.CompactionSegment
 
 func (w *MultiSegmentWriter) Write(r storage.Record) error {
 	if w.writer == nil || w.writer.GetWrittenUncompressed() >= uint64(w.segmentSize) {
-		if w.storageVersion == storage.StorageV2 {
-			w.rwOption = append(w.rwOption,
-				storage.WithColumnGroups(w.splitColumnByRecord(r, packed.ColumnGroupSizeThreshold)),
-			)
-		}
 		if err := w.rotateWriter(); err != nil {
 			return err
 		}
@@ -230,15 +204,6 @@ func (w *MultiSegmentWriter) Write(r storage.Record) error {
 
 func (w *MultiSegmentWriter) WriteValue(v *storage.Value) error {
 	if w.writer == nil || w.writer.GetWrittenUncompressed() >= uint64(w.segmentSize) {
-		if w.storageVersion == storage.StorageV2 {
-			r, err := storage.ValueSerializer([]*storage.Value{v}, w.schema.Fields)
-			if err != nil {
-				return err
-			}
-			w.rwOption = append(w.rwOption,
-				storage.WithColumnGroups(w.splitColumnByRecord(r, packed.ColumnGroupSizeThreshold)),
-			)
-		}
 		if err := w.rotateWriter(); err != nil {
 			return err
 		}
diff --git a/internal/datanode/index/task_stats.go b/internal/datanode/index/task_stats.go
index 7a37752345..a146e85ccb 100644
--- a/internal/datanode/index/task_stats.go
+++ b/internal/datanode/index/task_stats.go
@@ -177,7 +177,9 @@ func (st *statsTask) sort(ctx context.Context) ([]*datapb.FieldBinlog, error) {
 		numRows,
 		storage.WithUploader(func(ctx context.Context, kvs map[string][]byte) error {
 			return st.binlogIO.Upload(ctx, kvs)
-		}))
+		}),
+		storage.WithVersion(st.req.GetStorageVersion()),
+	)
 	if err != nil {
 		log.Ctx(ctx).Warn("sort segment wrong, unable to init segment writer",
 			zap.Int64("taskID", st.req.GetTaskID()), zap.Error(err))
@@ -218,7 +220,9 @@ func (st *statsTask) sort(ctx context.Context) ([]*datapb.FieldBinlog, error) {
 		log.Warn("sort task only support int64 and varchar pk field")
 	}
 
-	rr, err := storage.NewBinlogRecordReader(ctx, st.req.InsertLogs, st.req.Schema, storage.WithDownloader(st.binlogIO.Download))
+	rr, err := storage.NewBinlogRecordReader(ctx, st.req.InsertLogs, st.req.Schema,
+		storage.WithVersion(st.req.StorageVersion),
+		storage.WithDownloader(st.binlogIO.Download))
 	if err != nil {
 		log.Warn("error creating insert binlog reader", zap.Error(err))
 		return nil, err
@@ -320,29 +324,6 @@ func (st *statsTask) Reset() {
 	st.manager = nil
 }
 
-func (st *statsTask) isExpiredEntity(ts typeutil.Timestamp) bool {
-	now := st.req.GetCurrentTs()
-
-	// entity expire is not enabled if duration <= 0
-	if st.req.GetCollectionTtl() <= 0 {
-		return false
-	}
-
-	entityT, _ := tsoutil.ParseTS(ts)
-	nowT, _ := tsoutil.ParseTS(now)
-
-	return entityT.Add(time.Duration(st.req.GetCollectionTtl())).Before(nowT)
-}
-
-func mergeFieldBinlogs(base, paths map[typeutil.UniqueID]*datapb.FieldBinlog) {
-	for fID, fpath := range paths {
-		if _, ok := base[fID]; !ok {
-			base[fID] = &datapb.FieldBinlog{FieldID: fID, Binlogs: make([]*datapb.Binlog, 0)}
-		}
-		base[fID].Binlogs = append(base[fID].Binlogs, fpath.GetBinlogs()...)
-	}
-}
-
 func serializeWrite(ctx context.Context, rootPath string, startID int64, writer *compactor.SegmentWriter) (binlogNum int64, kvs map[string][]byte, fieldBinlogs map[int64]*datapb.FieldBinlog, err error) {
 	_, span := otel.Tracer(typeutil.DataNodeRole).Start(ctx, "serializeWrite")
 	defer span.End()
diff --git a/internal/flushcommon/metacache/actions.go b/internal/flushcommon/metacache/actions.go
index 845d0bd4c1..aba5f1de98 100644
--- a/internal/flushcommon/metacache/actions.go
+++ b/internal/flushcommon/metacache/actions.go
@@ -163,6 +163,12 @@ func SetStartPositionIfNil(startPos *msgpb.MsgPosition) SegmentAction {
 	}
 }
 
+func SetStorageVersion(version int64) SegmentAction {
+	return func(info *SegmentInfo) {
+		info.storageVersion = version
+	}
+}
+
 func UpdateBufferedRows(bufferedRows int64) SegmentAction {
 	return func(info *SegmentInfo) {
 		info.bufferRows = bufferedRows
diff --git a/internal/flushcommon/metacache/segment.go b/internal/flushcommon/metacache/segment.go
index 5f38ac1168..58f455571f 100644
--- a/internal/flushcommon/metacache/segment.go
+++ b/internal/flushcommon/metacache/segment.go
@@ -115,6 +115,7 @@ func (s *SegmentInfo) Clone() *SegmentInfo {
 		level:            s.level,
 		syncingTasks:     s.syncingTasks,
 		bm25stats:        s.bm25stats,
+		storageVersion:   s.storageVersion,
 	}
 }
 
diff --git a/internal/flushcommon/syncmgr/meta_writer.go b/internal/flushcommon/syncmgr/meta_writer.go
index c289289e26..c5421f80a9 100644
--- a/internal/flushcommon/syncmgr/meta_writer.go
+++ b/internal/flushcommon/syncmgr/meta_writer.go
@@ -115,6 +115,7 @@ func (b *brokerMetaWriter) UpdateSync(ctx context.Context, pack *SyncTask) error
 		Dropped:        pack.pack.isDrop,
 		Channel:        pack.channelName,
 		SegLevel:       pack.level,
+		StorageVersion: segment.GetStorageVersion(),
 	}
 	err := retry.Handle(ctx, func() (bool, error) {
 		err := b.broker.SaveBinlogPaths(ctx, req)
diff --git a/internal/flushcommon/writebuffer/l0_write_buffer.go b/internal/flushcommon/writebuffer/l0_write_buffer.go
index 2ed1ee2f61..bbfe73c98c 100644
--- a/internal/flushcommon/writebuffer/l0_write_buffer.go
+++ b/internal/flushcommon/writebuffer/l0_write_buffer.go
@@ -207,7 +207,7 @@ func (wb *l0WriteBuffer) BufferData(insertData []*InsertData, deleteMsgs []*msgs
 
 // bufferInsert function InsertMsg into bufferred InsertData and returns primary key field data for future usage.
 func (wb *l0WriteBuffer) bufferInsert(inData *InsertData, startPos, endPos *msgpb.MsgPosition) error {
-	wb.CreateNewGrowingSegment(inData.partitionID, inData.segmentID, startPos, storage.StorageV1)
+	wb.CreateNewGrowingSegment(inData.partitionID, inData.segmentID, startPos)
 	segBuf := wb.getOrCreateBuffer(inData.segmentID)
 
 	totalMemSize := segBuf.insertBuffer.Buffer(inData, startPos, endPos)
diff --git a/internal/flushcommon/writebuffer/manager.go b/internal/flushcommon/writebuffer/manager.go
index c05ba7b7a8..ad7eac1026 100644
--- a/internal/flushcommon/writebuffer/manager.go
+++ b/internal/flushcommon/writebuffer/manager.go
@@ -26,7 +26,7 @@ type BufferManager interface {
 	// Register adds a WriteBuffer with provided schema & options.
 	Register(channel string, metacache metacache.MetaCache, opts ...WriteBufferOption) error
 	// CreateNewGrowingSegment notifies writeBuffer to create a new growing segment.
-	CreateNewGrowingSegment(ctx context.Context, channel string, partition int64, segmentID int64, storageVersion int64) error
+	CreateNewGrowingSegment(ctx context.Context, channel string, partition int64, segmentID int64) error
 	// SealSegments notifies writeBuffer corresponding to provided channel to seal segments.
 	// which will cause segment start flush procedure.
 	SealSegments(ctx context.Context, channel string, segmentIDs []int64) error
@@ -176,7 +176,7 @@ func (m *bufferManager) Register(channel string, metacache metacache.MetaCache,
 }
 
 // CreateNewGrowingSegment notifies writeBuffer to create a new growing segment.
-func (m *bufferManager) CreateNewGrowingSegment(ctx context.Context, channel string, partitionID int64, segmentID int64, storageVersion int64) error {
+func (m *bufferManager) CreateNewGrowingSegment(ctx context.Context, channel string, partitionID int64, segmentID int64) error {
 	buf, loaded := m.buffers.Get(channel)
 	if !loaded {
 		log.Ctx(ctx).Warn("write buffer not found when create new growing segment",
@@ -185,7 +185,7 @@ func (m *bufferManager) CreateNewGrowingSegment(ctx context.Context, channel str
 			zap.Int64("segmentID", segmentID))
 		return merr.WrapErrChannelNotFound(channel)
 	}
-	buf.CreateNewGrowingSegment(partitionID, segmentID, nil, storageVersion)
+	buf.CreateNewGrowingSegment(partitionID, segmentID, nil)
 	return nil
 }
 
diff --git a/internal/flushcommon/writebuffer/manager_test.go b/internal/flushcommon/writebuffer/manager_test.go
index fefab96214..c69c20de5d 100644
--- a/internal/flushcommon/writebuffer/manager_test.go
+++ b/internal/flushcommon/writebuffer/manager_test.go
@@ -15,7 +15,6 @@ import (
 	"github.com/milvus-io/milvus/internal/datanode/allocator"
 	"github.com/milvus-io/milvus/internal/flushcommon/metacache"
 	"github.com/milvus-io/milvus/internal/flushcommon/syncmgr"
-	"github.com/milvus-io/milvus/internal/storage"
 	"github.com/milvus-io/milvus/pkg/v2/common"
 	"github.com/milvus-io/milvus/pkg/v2/util/hardware"
 	"github.com/milvus-io/milvus/pkg/v2/util/merr"
@@ -107,7 +106,7 @@ func (s *ManagerSuite) TestFlushSegments() {
 
 func (s *ManagerSuite) TestCreateNewGrowingSegment() {
 	manager := s.manager
-	err := manager.CreateNewGrowingSegment(context.Background(), s.channelName, 1, 1, storage.StorageV2)
+	err := manager.CreateNewGrowingSegment(context.Background(), s.channelName, 1, 1)
 	s.Error(err)
 
 	s.metacache.EXPECT().GetSegmentByID(mock.Anything).Return(nil, false).Once()
@@ -119,7 +118,7 @@ func (s *ManagerSuite) TestCreateNewGrowingSegment() {
 	s.NoError(err)
 
 	s.manager.buffers.Insert(s.channelName, wb)
-	err = manager.CreateNewGrowingSegment(context.Background(), s.channelName, 1, 1, storage.StorageV2)
+	err = manager.CreateNewGrowingSegment(context.Background(), s.channelName, 1, 1)
 	s.NoError(err)
 }
 
diff --git a/internal/flushcommon/writebuffer/mock_manager.go b/internal/flushcommon/writebuffer/mock_manager.go
index 0793f9275b..8f3f1b0096 100644
--- a/internal/flushcommon/writebuffer/mock_manager.go
+++ b/internal/flushcommon/writebuffer/mock_manager.go
@@ -76,17 +76,17 @@ func (_c *MockBufferManager_BufferData_Call) RunAndReturn(run func(string, []*In
 	return _c
 }
 
-// CreateNewGrowingSegment provides a mock function with given fields: ctx, channel, partition, segmentID, storageVersion
-func (_m *MockBufferManager) CreateNewGrowingSegment(ctx context.Context, channel string, partition int64, segmentID int64, storageVersion int64) error {
-	ret := _m.Called(ctx, channel, partition, segmentID, storageVersion)
+// CreateNewGrowingSegment provides a mock function with given fields: ctx, channel, partition, segmentID
+func (_m *MockBufferManager) CreateNewGrowingSegment(ctx context.Context, channel string, partition int64, segmentID int64) error {
+	ret := _m.Called(ctx, channel, partition, segmentID)
 
 	if len(ret) == 0 {
 		panic("no return value specified for CreateNewGrowingSegment")
 	}
 
 	var r0 error
-	if rf, ok := ret.Get(0).(func(context.Context, string, int64, int64, int64) error); ok {
-		r0 = rf(ctx, channel, partition, segmentID, storageVersion)
+	if rf, ok := ret.Get(0).(func(context.Context, string, int64, int64) error); ok {
+		r0 = rf(ctx, channel, partition, segmentID)
 	} else {
 		r0 = ret.Error(0)
 	}
@@ -104,14 +104,13 @@ type MockBufferManager_CreateNewGrowingSegment_Call struct {
 //   - channel string
 //   - partition int64
 //   - segmentID int64
-//   - storageVersion int64
-func (_e *MockBufferManager_Expecter) CreateNewGrowingSegment(ctx interface{}, channel interface{}, partition interface{}, segmentID interface{}, storageVersion interface{}) *MockBufferManager_CreateNewGrowingSegment_Call {
-	return &MockBufferManager_CreateNewGrowingSegment_Call{Call: _e.mock.On("CreateNewGrowingSegment", ctx, channel, partition, segmentID, storageVersion)}
+func (_e *MockBufferManager_Expecter) CreateNewGrowingSegment(ctx interface{}, channel interface{}, partition interface{}, segmentID interface{}) *MockBufferManager_CreateNewGrowingSegment_Call {
+	return &MockBufferManager_CreateNewGrowingSegment_Call{Call: _e.mock.On("CreateNewGrowingSegment", ctx, channel, partition, segmentID)}
 }
 
-func (_c *MockBufferManager_CreateNewGrowingSegment_Call) Run(run func(ctx context.Context, channel string, partition int64, segmentID int64, storageVersion int64)) *MockBufferManager_CreateNewGrowingSegment_Call {
+func (_c *MockBufferManager_CreateNewGrowingSegment_Call) Run(run func(ctx context.Context, channel string, partition int64, segmentID int64)) *MockBufferManager_CreateNewGrowingSegment_Call {
 	_c.Call.Run(func(args mock.Arguments) {
-		run(args[0].(context.Context), args[1].(string), args[2].(int64), args[3].(int64), args[4].(int64))
+		run(args[0].(context.Context), args[1].(string), args[2].(int64), args[3].(int64))
 	})
 	return _c
 }
@@ -121,7 +120,7 @@ func (_c *MockBufferManager_CreateNewGrowingSegment_Call) Return(_a0 error) *Moc
 	return _c
 }
 
-func (_c *MockBufferManager_CreateNewGrowingSegment_Call) RunAndReturn(run func(context.Context, string, int64, int64, int64) error) *MockBufferManager_CreateNewGrowingSegment_Call {
+func (_c *MockBufferManager_CreateNewGrowingSegment_Call) RunAndReturn(run func(context.Context, string, int64, int64) error) *MockBufferManager_CreateNewGrowingSegment_Call {
 	_c.Call.Return(run)
 	return _c
 }
diff --git a/internal/flushcommon/writebuffer/mock_write_buffer.go b/internal/flushcommon/writebuffer/mock_write_buffer.go
index abdac12262..82b54061cd 100644
--- a/internal/flushcommon/writebuffer/mock_write_buffer.go
+++ b/internal/flushcommon/writebuffer/mock_write_buffer.go
@@ -107,9 +107,9 @@ func (_c *MockWriteBuffer_Close_Call) RunAndReturn(run func(context.Context, boo
 	return _c
 }
 
-// CreateNewGrowingSegment provides a mock function with given fields: partitionID, segmentID, startPos, storageVersion
-func (_m *MockWriteBuffer) CreateNewGrowingSegment(partitionID int64, segmentID int64, startPos *msgpb.MsgPosition, storageVersion int64) {
-	_m.Called(partitionID, segmentID, startPos, storageVersion)
+// CreateNewGrowingSegment provides a mock function with given fields: partitionID, segmentID, startPos
+func (_m *MockWriteBuffer) CreateNewGrowingSegment(partitionID int64, segmentID int64, startPos *msgpb.MsgPosition) {
+	_m.Called(partitionID, segmentID, startPos)
 }
 
 // MockWriteBuffer_CreateNewGrowingSegment_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'CreateNewGrowingSegment'
@@ -121,14 +121,13 @@ type MockWriteBuffer_CreateNewGrowingSegment_Call struct {
 //   - partitionID int64
 //   - segmentID int64
 //   - startPos *msgpb.MsgPosition
-//   - storageVersion int64
-func (_e *MockWriteBuffer_Expecter) CreateNewGrowingSegment(partitionID interface{}, segmentID interface{}, startPos interface{}, storageVersion interface{}) *MockWriteBuffer_CreateNewGrowingSegment_Call {
-	return &MockWriteBuffer_CreateNewGrowingSegment_Call{Call: _e.mock.On("CreateNewGrowingSegment", partitionID, segmentID, startPos, storageVersion)}
+func (_e *MockWriteBuffer_Expecter) CreateNewGrowingSegment(partitionID interface{}, segmentID interface{}, startPos interface{}) *MockWriteBuffer_CreateNewGrowingSegment_Call {
+	return &MockWriteBuffer_CreateNewGrowingSegment_Call{Call: _e.mock.On("CreateNewGrowingSegment", partitionID, segmentID, startPos)}
 }
 
-func (_c *MockWriteBuffer_CreateNewGrowingSegment_Call) Run(run func(partitionID int64, segmentID int64, startPos *msgpb.MsgPosition, storageVersion int64)) *MockWriteBuffer_CreateNewGrowingSegment_Call {
+func (_c *MockWriteBuffer_CreateNewGrowingSegment_Call) Run(run func(partitionID int64, segmentID int64, startPos *msgpb.MsgPosition)) *MockWriteBuffer_CreateNewGrowingSegment_Call {
 	_c.Call.Run(func(args mock.Arguments) {
-		run(args[0].(int64), args[1].(int64), args[2].(*msgpb.MsgPosition), args[3].(int64))
+		run(args[0].(int64), args[1].(int64), args[2].(*msgpb.MsgPosition))
 	})
 	return _c
 }
@@ -138,7 +137,7 @@ func (_c *MockWriteBuffer_CreateNewGrowingSegment_Call) Return() *MockWriteBuffe
 	return _c
 }
 
-func (_c *MockWriteBuffer_CreateNewGrowingSegment_Call) RunAndReturn(run func(int64, int64, *msgpb.MsgPosition, int64)) *MockWriteBuffer_CreateNewGrowingSegment_Call {
+func (_c *MockWriteBuffer_CreateNewGrowingSegment_Call) RunAndReturn(run func(int64, int64, *msgpb.MsgPosition)) *MockWriteBuffer_CreateNewGrowingSegment_Call {
 	_c.Call.Return(run)
 	return _c
 }
diff --git a/internal/flushcommon/writebuffer/write_buffer.go b/internal/flushcommon/writebuffer/write_buffer.go
index 0bf7c1b4e8..2b56894357 100644
--- a/internal/flushcommon/writebuffer/write_buffer.go
+++ b/internal/flushcommon/writebuffer/write_buffer.go
@@ -39,7 +39,7 @@ type WriteBuffer interface {
 	// HasSegment checks whether certain segment exists in this buffer.
 	HasSegment(segmentID int64) bool
 	// CreateNewGrowingSegment creates a new growing segment in the buffer.
-	CreateNewGrowingSegment(partitionID int64, segmentID int64, startPos *msgpb.MsgPosition, storageVersion int64)
+	CreateNewGrowingSegment(partitionID int64, segmentID int64, startPos *msgpb.MsgPosition)
 	// BufferData is the method to buffer dml data msgs.
 	BufferData(insertMsgs []*InsertData, deleteMsgs []*msgstream.DeleteMsg, startPos, endPos *msgpb.MsgPosition) error
 	// FlushTimestamp set flush timestamp for write buffer
@@ -500,10 +500,14 @@ func (id *InsertData) batchPkExists(pks []storage.PrimaryKey, tss []uint64, hits
 	return hits
 }
 
-func (wb *writeBufferBase) CreateNewGrowingSegment(partitionID int64, segmentID int64, startPos *msgpb.MsgPosition, storageVersion int64) {
+func (wb *writeBufferBase) CreateNewGrowingSegment(partitionID int64, segmentID int64, startPos *msgpb.MsgPosition) {
 	_, ok := wb.metaCache.GetSegmentByID(segmentID)
 	// new segment
 	if !ok {
+		storageVersion := storage.StorageV1
+		if paramtable.Get().CommonCfg.EnableStorageV2.GetAsBool() {
+			storageVersion = storage.StorageV2
+		}
 		segmentInfo := &datapb.SegmentInfo{
 			ID:             segmentID,
 			PartitionID:    partitionID,
@@ -516,7 +520,7 @@ func (wb *writeBufferBase) CreateNewGrowingSegment(partitionID int64, segmentID
 		wb.metaCache.AddSegment(segmentInfo, func(_ *datapb.SegmentInfo) pkoracle.PkStat {
 			return pkoracle.NewBloomFilterSetWithBatchSize(wb.getEstBatchSize())
 		}, metacache.NewBM25StatsFactory, metacache.SetStartPosRecorded(false))
-		log.Info("add growing segment", zap.Int64("segmentID", segmentID), zap.String("channel", wb.channelName))
+		log.Info("add growing segment", zap.Int64("segmentID", segmentID), zap.String("channel", wb.channelName), zap.Int64("storage version", storageVersion))
 	}
 }
 
diff --git a/internal/storage/rw_test.go b/internal/storage/rw_test.go
index 417b297d67..f4a1b01207 100644
--- a/internal/storage/rw_test.go
+++ b/internal/storage/rw_test.go
@@ -269,14 +269,6 @@ func (s *PackedBinlogRecordSuite) TestConvertArrowSchemaError() {
 	s.Error(err)
 }
 
-func (s *PackedBinlogRecordSuite) TestEmptyColumnGroup() {
-	wOption := []RwOption{
-		WithVersion(StorageV2),
-	}
-	_, err := NewBinlogRecordWriter(s.ctx, s.collectionID, s.partitionID, s.segmentID, s.schema, s.logIDAlloc, s.chunkSize, s.rootPath, s.maxRowNum, wOption...)
-	s.Error(err)
-}
-
 func (s *PackedBinlogRecordSuite) TestEmptyBinlog() {
 	rOption := []RwOption{
 		WithVersion(StorageV2),
diff --git a/internal/storage/serde_events.go b/internal/storage/serde_events.go
index b9a396be67..93a0db63a6 100644
--- a/internal/storage/serde_events.go
+++ b/internal/storage/serde_events.go
@@ -807,7 +807,7 @@ func NewBinlogValueWriter(rw BinlogRecordWriter, batchSize int,
 ) *BinlogValueWriter {
 	return &BinlogValueWriter{
 		BinlogRecordWriter: rw,
-		SerializeWriter: NewSerializeRecordWriter[*Value](rw, func(v []*Value) (Record, error) {
+		SerializeWriter: NewSerializeRecordWriter(rw, func(v []*Value) (Record, error) {
 			return ValueSerializer(v, rw.Schema().Fields)
 		}, batchSize),
 	}
diff --git a/internal/storage/serde_events_v2.go b/internal/storage/serde_events_v2.go
index 6ded69e495..71343f853e 100644
--- a/internal/storage/serde_events_v2.go
+++ b/internal/storage/serde_events_v2.go
@@ -133,7 +133,6 @@ var _ RecordWriter = (*packedRecordWriter)(nil)
 type packedRecordWriter struct {
 	writer                  *packed.PackedWriter
 	bufferSize              int64
-	multiPartUploadSize     int64
 	columnGroups            []storagecommon.ColumnGroup
 	paths                   []string
 	schema                  *schemapb.CollectionSchema
@@ -224,7 +223,7 @@ func NewPackedSerializeWriter(paths []string, schema *schemapb.CollectionSchema,
 		return nil, merr.WrapErrServiceInternal(
 			fmt.Sprintf("can not new packed record writer %s", err.Error()))
 	}
-	return NewSerializeRecordWriter[*Value](PackedBinlogRecordWriter, func(v []*Value) (Record, error) {
+	return NewSerializeRecordWriter(PackedBinlogRecordWriter, func(v []*Value) (Record, error) {
 		return ValueSerializer(v, schema.Fields)
 	}, batchSize), nil
 }
@@ -263,7 +262,7 @@ type PackedBinlogRecordWriter struct {
 }
 
 func (pw *PackedBinlogRecordWriter) Write(r Record) error {
-	if err := pw.initWriters(); err != nil {
+	if err := pw.initWriters(r); err != nil {
 		return err
 	}
 
@@ -311,8 +310,30 @@ func (pw *PackedBinlogRecordWriter) Write(r Record) error {
 	return nil
 }
 
-func (pw *PackedBinlogRecordWriter) initWriters() error {
+func (pw *PackedBinlogRecordWriter) splitColumnByRecord(r Record) []storagecommon.ColumnGroup {
+	groups := make([]storagecommon.ColumnGroup, 0)
+	shortColumnGroup := storagecommon.ColumnGroup{Columns: make([]int, 0)}
+	for i, field := range pw.schema.Fields {
+		arr := r.Column(field.FieldID)
+		size := arr.Data().SizeInBytes()
+		rows := uint64(arr.Len())
+		if rows != 0 && int64(size/rows) >= packed.ColumnGroupSizeThreshold {
+			groups = append(groups, storagecommon.ColumnGroup{Columns: []int{i}})
+		} else {
+			shortColumnGroup.Columns = append(shortColumnGroup.Columns, i)
+		}
+	}
+	if len(shortColumnGroup.Columns) > 0 {
+		groups = append(groups, shortColumnGroup)
+	}
+	return groups
+}
+
+func (pw *PackedBinlogRecordWriter) initWriters(r Record) error {
 	if pw.writer == nil {
+		if len(pw.columnGroups) == 0 {
+			pw.columnGroups = pw.splitColumnByRecord(r)
+		}
 		logIdStart, _, err := pw.allocator.Alloc(uint32(len(pw.columnGroups)))
 		if err != nil {
 			return err
@@ -491,9 +512,6 @@ func (pw *PackedBinlogRecordWriter) GetBufferUncompressed() uint64 {
 func newPackedBinlogRecordWriter(collectionID, partitionID, segmentID UniqueID, schema *schemapb.CollectionSchema,
 	blobsWriter ChunkedBlobsWriter, allocator allocator.Interface, chunkSize uint64, rootPath string, maxRowNum int64, bufferSize, multiPartUploadSize int64, columnGroups []storagecommon.ColumnGroup,
 ) (*PackedBinlogRecordWriter, error) {
-	if len(columnGroups) == 0 {
-		return nil, merr.WrapErrParameterInvalidMsg("please specify column group for packed binlog record writer")
-	}
 	arrowSchema, err := ConvertToArrowSchema(schema.Fields)
 	if err != nil {
 		return nil, merr.WrapErrParameterInvalid("convert collection schema [%s] to arrow schema error: %s", schema.Name, err.Error())
diff --git a/internal/storage/sort.go b/internal/storage/sort.go
index 5f5a498832..03b02aed1d 100644
--- a/internal/storage/sort.go
+++ b/internal/storage/sort.go
@@ -20,11 +20,8 @@ import (
 	"container/heap"
 	"io"
 	"sort"
-	"strconv"
 
-	"github.com/apache/arrow/go/v17/arrow"
 	"github.com/apache/arrow/go/v17/arrow/array"
-	"github.com/apache/arrow/go/v17/arrow/memory"
 
 	"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
 	"github.com/milvus-io/milvus/pkg/v2/util/typeutil"
@@ -92,64 +89,29 @@ func Sort(schema *schemapb.CollectionSchema, rr []RecordReader,
 		})
 	}
 
-	// Due to current arrow impl (v12), the write performance is largely dependent on the batch size,
-	//	small batch size will cause write performance degradation. To work around this issue, we accumulate
-	//	records and write them in batches. This requires additional memory copy.
+	rb := NewRecordBuilder(schema)
 	batchSize := 100000
-	builders := make([]array.Builder, len(schema.Fields))
-	for i, f := range schema.Fields {
-		// will change later, to do
-		var b array.Builder
-		if records[0].Column(f.FieldID) == nil {
-			b = array.NewBuilder(memory.DefaultAllocator, MilvusDataTypeToArrowType(f.GetDataType(), 1))
-		} else {
-			b = array.NewBuilder(memory.DefaultAllocator, records[0].Column(f.FieldID).DataType())
-		}
-		b.Reserve(batchSize)
-		builders[i] = b
-	}
-
-	writeRecord := func(rowNum int64) error {
-		arrays := make([]arrow.Array, len(builders))
-		fields := make([]arrow.Field, len(builders))
-		field2Col := make(map[FieldID]int, len(builders))
-
-		for c, builder := range builders {
-			arrays[c] = builder.NewArray()
-			fid := schema.Fields[c].FieldID
-			fields[c] = arrow.Field{
-				Name:     strconv.Itoa(int(fid)),
-				Type:     arrays[c].DataType(),
-				Nullable: true, // No nullable check here.
-			}
-			field2Col[fid] = c
-		}
-
-		rec := NewSimpleArrowRecord(array.NewRecord(arrow.NewSchema(fields, nil), arrays, rowNum), field2Col)
+	writeRecord := func() error {
+		rec := rb.Build()
 		defer rec.Release()
-		return rw.Write(rec)
+		if rec.Len() > 0 {
+			return rw.Write(rec)
+		}
+		return nil
 	}
 
 	for i, idx := range indices {
-		for c, builder := range builders {
-			fid := schema.Fields[c].FieldID
-			defaultValue := schema.Fields[c].GetDefaultValue()
-			if err := appendValueAt(builder, records[idx.ri].Column(fid), idx.i, defaultValue); err != nil {
-				return 0, err
-			}
-		}
+		rb.Append(records[idx.ri], idx.i, idx.i+1)
 		if (i+1)%batchSize == 0 {
-			if err := writeRecord(int64(batchSize)); err != nil {
+			if err := writeRecord(); err != nil {
 				return 0, err
 			}
 		}
 	}
 
 	// write the last batch
-	if len(indices)%batchSize != 0 {
-		if err := writeRecord(int64(len(indices) % batchSize)); err != nil {
-			return 0, err
-		}
+	if err := writeRecord(); err != nil {
+		return 0, err
 	}
 
 	return len(indices), nil
diff --git a/internal/streamingnode/server/flusher/flusherimpl/msg_handler_impl.go b/internal/streamingnode/server/flusher/flusherimpl/msg_handler_impl.go
index 5b942be78b..ebfcc6b8a0 100644
--- a/internal/streamingnode/server/flusher/flusherimpl/msg_handler_impl.go
+++ b/internal/streamingnode/server/flusher/flusherimpl/msg_handler_impl.go
@@ -53,7 +53,7 @@ func (impl *msgHandlerImpl) HandleCreateSegment(ctx context.Context, vchannel st
 		return errors.Wrap(err, "failed to get create segment message body")
 	}
 	for _, segmentInfo := range body.GetSegments() {
-		if err := impl.wbMgr.CreateNewGrowingSegment(ctx, vchannel, segmentInfo.GetPartitionId(), segmentInfo.GetSegmentId(), segmentInfo.StorageVersion); err != nil {
+		if err := impl.wbMgr.CreateNewGrowingSegment(ctx, vchannel, segmentInfo.GetPartitionId(), segmentInfo.GetSegmentId()); err != nil {
 			log.Warn("fail to create new growing segment",
 				zap.String("vchannel", vchannel),
 				zap.Int64("partition_id", segmentInfo.GetPartitionId()),
diff --git a/pkg/proto/worker.proto b/pkg/proto/worker.proto
index 4b65492c1c..3d81f23901 100644
--- a/pkg/proto/worker.proto
+++ b/pkg/proto/worker.proto
@@ -5,8 +5,6 @@ package milvus.proto.index;
 option go_package = "github.com/milvus-io/milvus/pkg/v2/proto/workerpb";
 
 import "common.proto";
-import "internal.proto";
-import "milvus.proto";
 import "schema.proto";
 import "data_coord.proto";
 import "index_coord.proto";
@@ -57,7 +55,8 @@ message CreateJobRequest {
   schema.FieldSchema field = 25;
   bool partition_key_isolation = 26;
   int32 current_scalar_index_version = 27;
-  int64 lack_binlog_rows = 28;
+  int64 storage_version = 28;
+  int64 lack_binlog_rows = 29;
 }
 
 message QueryJobsRequest {
@@ -130,6 +129,7 @@ message CreateStatsRequest {
   uint64 current_ts = 17;
   int64 task_version = 18;
   uint64 binlogMaxSize = 19;
+  int64 storage_version = 20;
 }
 
 message CreateJobV2Request {
diff --git a/pkg/proto/workerpb/worker.pb.go b/pkg/proto/workerpb/worker.pb.go
index e57aa514ed..3897b641d8 100644
--- a/pkg/proto/workerpb/worker.pb.go
+++ b/pkg/proto/workerpb/worker.pb.go
@@ -8,11 +8,9 @@ package workerpb
 
 import (
 	commonpb "github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
-	_ "github.com/milvus-io/milvus-proto/go-api/v2/milvuspb"
 	schemapb "github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
 	datapb "github.com/milvus-io/milvus/pkg/v2/proto/datapb"
 	indexpb "github.com/milvus-io/milvus/pkg/v2/proto/indexpb"
-	_ "github.com/milvus-io/milvus/pkg/v2/proto/internalpb"
 	protoreflect "google.golang.org/protobuf/reflect/protoreflect"
 	protoimpl "google.golang.org/protobuf/runtime/protoimpl"
 	reflect "reflect"
@@ -58,7 +56,8 @@ type CreateJobRequest struct {
 	Field                     *schemapb.FieldSchema        `protobuf:"bytes,25,opt,name=field,proto3" json:"field,omitempty"`
 	PartitionKeyIsolation     bool                         `protobuf:"varint,26,opt,name=partition_key_isolation,json=partitionKeyIsolation,proto3" json:"partition_key_isolation,omitempty"`
 	CurrentScalarIndexVersion int32                        `protobuf:"varint,27,opt,name=current_scalar_index_version,json=currentScalarIndexVersion,proto3" json:"current_scalar_index_version,omitempty"`
-	LackBinlogRows            int64                        `protobuf:"varint,28,opt,name=lack_binlog_rows,json=lackBinlogRows,proto3" json:"lack_binlog_rows,omitempty"`
+	StorageVersion            int64                        `protobuf:"varint,28,opt,name=storage_version,json=storageVersion,proto3" json:"storage_version,omitempty"`
+	LackBinlogRows            int64                        `protobuf:"varint,29,opt,name=lack_binlog_rows,json=lackBinlogRows,proto3" json:"lack_binlog_rows,omitempty"`
 }
 
 func (x *CreateJobRequest) Reset() {
@@ -282,6 +281,13 @@ func (x *CreateJobRequest) GetCurrentScalarIndexVersion() int32 {
 	return 0
 }
 
+func (x *CreateJobRequest) GetStorageVersion() int64 {
+	if x != nil {
+		return x.StorageVersion
+	}
+	return 0
+}
+
 func (x *CreateJobRequest) GetLackBinlogRows() int64 {
 	if x != nil {
 		return x.LackBinlogRows
@@ -795,6 +801,7 @@ type CreateStatsRequest struct {
 	CurrentTs       uint64                     `protobuf:"varint,17,opt,name=current_ts,json=currentTs,proto3" json:"current_ts,omitempty"`
 	TaskVersion     int64                      `protobuf:"varint,18,opt,name=task_version,json=taskVersion,proto3" json:"task_version,omitempty"`
 	BinlogMaxSize   uint64                     `protobuf:"varint,19,opt,name=binlogMaxSize,proto3" json:"binlogMaxSize,omitempty"`
+	StorageVersion  int64                      `protobuf:"varint,20,opt,name=storage_version,json=storageVersion,proto3" json:"storage_version,omitempty"`
 }
 
 func (x *CreateStatsRequest) Reset() {
@@ -962,6 +969,13 @@ func (x *CreateStatsRequest) GetBinlogMaxSize() uint64 {
 	return 0
 }
 
+func (x *CreateStatsRequest) GetStorageVersion() int64 {
+	if x != nil {
+		return x.StorageVersion
+	}
+	return 0
+}
+
 type CreateJobV2Request struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -1782,433 +1796,436 @@ var file_worker_proto_rawDesc = []byte{
 	0x0a, 0x0c, 0x77, 0x6f, 0x72, 0x6b, 0x65, 0x72, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x12, 0x12,
 	0x6d, 0x69, 0x6c, 0x76, 0x75, 0x73, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x2e, 0x69, 0x6e, 0x64,
 	0x65, 0x78, 0x1a, 0x0c, 0x63, 0x6f, 0x6d, 0x6d, 0x6f, 0x6e, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f,
-	0x1a, 0x0e, 0x69, 0x6e, 0x74, 0x65, 0x72, 0x6e, 0x61, 0x6c, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f,
-	0x1a, 0x0c, 0x6d, 0x69, 0x6c, 0x76, 0x75, 0x73, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x1a, 0x0c,
-	0x73, 0x63, 0x68, 0x65, 0x6d, 0x61, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x1a, 0x10, 0x64, 0x61,
-	0x74, 0x61, 0x5f, 0x63, 0x6f, 0x6f, 0x72, 0x64, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x1a, 0x11,
-	0x69, 0x6e, 0x64, 0x65, 0x78, 0x5f, 0x63, 0x6f, 0x6f, 0x72, 0x64, 0x2e, 0x70, 0x72, 0x6f, 0x74,
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+	0x22, 0x00, 0x12, 0x60, 0x0a, 0x0b, 0x47, 0x65, 0x74, 0x4a, 0x6f, 0x62, 0x53, 0x74, 0x61, 0x74,
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+	0x75, 0x73, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x2e, 0x69, 0x6e, 0x64, 0x65, 0x78, 0x2e, 0x51,
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+	0x56, 0x32, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x22, 0x00, 0x12, 0x52, 0x0a, 0x0a,
+	0x44, 0x72, 0x6f, 0x70, 0x4a, 0x6f, 0x62, 0x73, 0x56, 0x32, 0x12, 0x25, 0x2e, 0x6d, 0x69, 0x6c,
+	0x76, 0x75, 0x73, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x2e, 0x69, 0x6e, 0x64, 0x65, 0x78, 0x2e,
+	0x44, 0x72, 0x6f, 0x70, 0x4a, 0x6f, 0x62, 0x73, 0x56, 0x32, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73,
+	0x74, 0x1a, 0x1b, 0x2e, 0x6d, 0x69, 0x6c, 0x76, 0x75, 0x73, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f,
+	0x2e, 0x63, 0x6f, 0x6d, 0x6d, 0x6f, 0x6e, 0x2e, 0x53, 0x74, 0x61, 0x74, 0x75, 0x73, 0x22, 0x00,
+	0x42, 0x33, 0x5a, 0x31, 0x67, 0x69, 0x74, 0x68, 0x75, 0x62, 0x2e, 0x63, 0x6f, 0x6d, 0x2f, 0x6d,
+	0x69, 0x6c, 0x76, 0x75, 0x73, 0x2d, 0x69, 0x6f, 0x2f, 0x6d, 0x69, 0x6c, 0x76, 0x75, 0x73, 0x2f,
+	0x70, 0x6b, 0x67, 0x2f, 0x76, 0x32, 0x2f, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x2f, 0x77, 0x6f, 0x72,
+	0x6b, 0x65, 0x72, 0x70, 0x62, 0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
 }
 
 var (
diff --git a/tests/integration/compaction/mix_compaction_test.go b/tests/integration/compaction/mix_compaction_test.go
index db4cdd295f..732b8787c2 100644
--- a/tests/integration/compaction/mix_compaction_test.go
+++ b/tests/integration/compaction/mix_compaction_test.go
@@ -38,9 +38,7 @@ import (
 	"github.com/milvus-io/milvus/tests/integration"
 )
 
-func (s *CompactionSuite) TestMixCompaction() {
-	ctx, cancel := context.WithTimeout(context.Background(), time.Minute*10)
-	defer cancel()
+func (s *CompactionSuite) assertMixCompaction(ctx context.Context, collectionName string) {
 	c := s.Cluster
 
 	const (
@@ -54,8 +52,6 @@ func (s *CompactionSuite) TestMixCompaction() {
 		vecType    = schemapb.DataType_FloatVector
 	)
 
-	collectionName := "TestCompaction_" + funcutil.GenRandomStr()
-
 	schema := integration.ConstructSchemaOfVecDataType(collectionName, dim, true, vecType)
 	marshaledSchema, err := proto.Marshal(schema)
 	s.NoError(err)
@@ -122,20 +118,24 @@ func (s *CompactionSuite) TestMixCompaction() {
 		log.Info("insert done", zap.Int("i", i))
 	}
 
-	segments, err := c.MetaWatcher.ShowSegments()
-	s.NoError(err)
-	s.NotEmpty(segments)
-	// The stats task of segments will create a new segment, potentially triggering compaction simultaneously,
-	// which may lead to an increase or decrease in the number of segments.
-	s.True(len(segments) > 0)
+	showSegments := func() {
+		segments, err := c.MetaWatcher.ShowSegments()
+		s.NoError(err)
+		s.NotEmpty(segments)
+		// The stats task of segments will create a new segment, potentially triggering compaction simultaneously,
+		// which may lead to an increase or decrease in the number of segments.
+		s.True(len(segments) > 0)
 
-	for _, segment := range segments {
-		log.Info("show segment result", zap.String("segment", segment.String()))
+		for _, segment := range segments {
+			log.Info("show segment result", zap.Any("segment", segment))
+		}
 	}
 
+	showSegments()
+
 	// wait for compaction completed
-	showSegments := func() bool {
-		segments, err = c.MetaWatcher.ShowSegments()
+	waitCompaction := func() bool {
+		segments, err := c.MetaWatcher.ShowSegments()
 		s.NoError(err)
 		s.NotEmpty(segments)
 
@@ -153,7 +153,7 @@ func (s *CompactionSuite) TestMixCompaction() {
 		return len(compactToSegments) <= paramtable.Get().DataCoordCfg.MinSegmentToMerge.GetAsInt()
 	}
 
-	for !showSegments() {
+	for !waitCompaction() {
 		select {
 		case <-ctx.Done():
 			s.Fail("waiting for compaction timeout")
@@ -162,6 +162,23 @@ func (s *CompactionSuite) TestMixCompaction() {
 		}
 	}
 
+	showSegments()
+}
+
+func (s *CompactionSuite) assertQuery(ctx context.Context, collectionName string) {
+	c := s.Cluster
+
+	const (
+		dim    = 128
+		dbName = ""
+		rowNum = 10000
+		batch  = 1000
+
+		indexType  = integration.IndexFaissIvfFlat
+		metricType = metric.L2
+		vecType    = schemapb.DataType_FloatVector
+	)
+
 	// load
 	loadStatus, err := c.Proxy.LoadCollection(ctx, &milvuspb.LoadCollectionRequest{
 		DbName:         dbName,
@@ -202,6 +219,15 @@ func (s *CompactionSuite) TestMixCompaction() {
 	})
 	err = merr.CheckRPCCall(status, err)
 	s.NoError(err)
+}
+
+func (s *CompactionSuite) TestMixCompaction() {
+	ctx, cancel := context.WithTimeout(context.Background(), time.Minute*10)
+	defer cancel()
+
+	collectionName := "TestCompaction_" + funcutil.GenRandomStr()
+	s.assertMixCompaction(ctx, collectionName)
+	s.assertQuery(ctx, collectionName)
 
 	// drop collection
 	// status, err = c.Proxy.DropCollection(ctx, &milvuspb.DropCollectionRequest{
@@ -212,3 +238,17 @@ func (s *CompactionSuite) TestMixCompaction() {
 
 	log.Info("Test compaction succeed")
 }
+
+func (s *CompactionSuite) TestMixCompactionV2() {
+	paramtable.Get().Save(paramtable.Get().CommonCfg.EnableStorageV2.Key, "true")
+	defer paramtable.Get().Reset(paramtable.Get().CommonCfg.EnableStorageV2.Key)
+	// disable index based compaction for v2 because we don't support v2 reader yet.
+	paramtable.Get().Save(paramtable.Get().DataCoordCfg.IndexBasedCompaction.Key, "false")
+	defer paramtable.Get().Reset(paramtable.Get().DataCoordCfg.IndexBasedCompaction.Key)
+
+	ctx, cancel := context.WithTimeout(context.Background(), time.Minute*10)
+	defer cancel()
+
+	collectionName := "TestCompaction_" + funcutil.GenRandomStr()
+	s.assertMixCompaction(ctx, collectionName)
+}
diff --git a/tests/integration/insert/insert_test.go b/tests/integration/insert/insert_test.go
index 82432ec50a..2194f1a15b 100644
--- a/tests/integration/insert/insert_test.go
+++ b/tests/integration/insert/insert_test.go
@@ -18,6 +18,7 @@ package insert
 
 import (
 	"context"
+	"slices"
 	"testing"
 
 	"github.com/stretchr/testify/suite"
@@ -26,11 +27,13 @@ import (
 
 	"github.com/milvus-io/milvus-proto/go-api/v2/milvuspb"
 	"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
+	"github.com/milvus-io/milvus/internal/storage"
 	"github.com/milvus-io/milvus/pkg/v2/common"
 	"github.com/milvus-io/milvus/pkg/v2/log"
 	"github.com/milvus-io/milvus/pkg/v2/util/funcutil"
 	"github.com/milvus-io/milvus/pkg/v2/util/merr"
 	"github.com/milvus-io/milvus/pkg/v2/util/metric"
+	"github.com/milvus-io/milvus/pkg/v2/util/paramtable"
 	"github.com/milvus-io/milvus/tests/integration"
 )
 
@@ -39,7 +42,7 @@ type InsertSuite struct {
 }
 
 // insert request with duplicate field data should fail
-func (s *InsertSuite) TestInsert() {
+func (s *InsertSuite) TestInsertWithDuplicateField() {
 	c := s.Cluster
 	ctx, cancel := context.WithCancel(c.GetContext())
 	defer cancel()
@@ -121,6 +124,82 @@ func (s *InsertSuite) TestInsert() {
 	log.Info("==================")
 }
 
+func (s *InsertSuite) TestInsertStorageV2() {
+	c := s.Cluster
+	ctx, cancel := context.WithCancel(c.GetContext())
+	defer cancel()
+
+	paramtable.Get().Save(paramtable.Get().CommonCfg.EnableStorageV2.Key, "true")
+	defer paramtable.Get().Reset(paramtable.Get().CommonCfg.EnableStorageV2.Key)
+
+	prefix := "TestInsert"
+	dbName := ""
+	collectionName := prefix + funcutil.GenRandomStr()
+	dim := 128
+	rowNum := 3000
+
+	schema := integration.ConstructSchema(collectionName, dim, false)
+	marshaledSchema, err := proto.Marshal(schema)
+	s.NoError(err)
+
+	createCollectionStatus, err := c.Proxy.CreateCollection(ctx, &milvuspb.CreateCollectionRequest{
+		DbName:         dbName,
+		CollectionName: collectionName,
+		Schema:         marshaledSchema,
+		ShardsNum:      common.DefaultShardsNum,
+	})
+	s.NoError(err)
+
+	err = merr.Error(createCollectionStatus)
+	if err != nil {
+		log.Warn("createCollectionStatus fail reason", zap.Error(err))
+	}
+
+	log.Info("CreateCollection result", zap.Any("createCollectionStatus", createCollectionStatus))
+	showCollectionsResp, err := c.Proxy.ShowCollections(ctx, &milvuspb.ShowCollectionsRequest{})
+	s.NoError(err)
+	s.True(merr.Ok(showCollectionsResp.GetStatus()))
+	log.Info("ShowCollections result", zap.Any("showCollectionsResp", showCollectionsResp))
+
+	pkFieldData := integration.NewInt64FieldData(integration.Int64Field, rowNum)
+	vecFieldData := integration.NewFloatVectorFieldData(integration.FloatVecField, rowNum, dim)
+	hashKeys := integration.GenerateHashKeys(rowNum)
+
+	// insert
+	insertResult, err := c.Proxy.Insert(ctx, &milvuspb.InsertRequest{
+		DbName:         dbName,
+		CollectionName: collectionName,
+		FieldsData:     []*schemapb.FieldData{pkFieldData, vecFieldData},
+		HashKeys:       hashKeys,
+		NumRows:        uint32(rowNum),
+	})
+	s.NoError(err)
+	s.True(merr.Ok(insertResult.GetStatus()))
+
+	// flush
+	flushResp, err := c.Proxy.Flush(ctx, &milvuspb.FlushRequest{
+		DbName:          dbName,
+		CollectionNames: []string{collectionName},
+	})
+	err = merr.CheckRPCCall(flushResp, err)
+	s.NoError(err)
+	segmentIDs, has := flushResp.GetCollSegIDs()[collectionName]
+	ids := segmentIDs.GetData()
+	s.Require().NotEmpty(segmentIDs)
+	s.Require().True(has)
+	flushTs, has := flushResp.GetCollFlushTs()[collectionName]
+	s.True(has)
+	s.WaitForFlush(ctx, ids, flushTs, dbName, collectionName)
+	segments, err := c.MetaWatcher.ShowSegments()
+	s.NoError(err)
+	s.NotEmpty(segments)
+	for _, segment := range segments {
+		if slices.Contains(ids, segment.ID) {
+			s.Equal(storage.StorageV2, segment.StorageVersion)
+		}
+	}
+}
+
 func TestInsert(t *testing.T) {
 	suite.Run(t, new(InsertSuite))
 }