diff --git a/internal/storage/serde.go b/internal/storage/serde.go
index 2df4e833c6074..5fe8ead242907 100644
--- a/internal/storage/serde.go
+++ b/internal/storage/serde.go
@@ -17,6 +17,7 @@
 package storage
 
 import (
+	"encoding/binary"
 	"fmt"
 	"io"
 	"math"
@@ -24,12 +25,10 @@ import (
 
 	"github.com/apache/arrow/go/v12/arrow"
 	"github.com/apache/arrow/go/v12/arrow/array"
-	"github.com/apache/arrow/go/v12/arrow/memory"
 	"github.com/apache/arrow/go/v12/parquet"
 	"github.com/apache/arrow/go/v12/parquet/compress"
 	"github.com/apache/arrow/go/v12/parquet/pqarrow"
 	"github.com/cockroachdb/errors"
-	"github.com/samber/lo"
 	"google.golang.org/protobuf/proto"
 
 	"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
@@ -616,12 +615,42 @@ func calculateArraySize(a arrow.Array) int {
 	if a == nil || a.Data() == nil || a.Data().Buffers() == nil {
 		return 0
 	}
-	return lo.SumBy[*memory.Buffer, int](a.Data().Buffers(), func(b *memory.Buffer) int {
-		if b == nil {
-			return 0
+
+	var totalSize int
+	offset := a.Data().Offset()
+	length := a.Len()
+
+	for i, buf := range a.Data().Buffers() {
+		if buf == nil {
+			continue
 		}
-		return b.Len()
-	})
+
+		switch i {
+		case 0:
+			// Handle bitmap buffer
+			totalSize += (length + 7) / 8
+		case 1:
+			switch a.DataType().ID() {
+			case arrow.STRING, arrow.BINARY:
+				// Handle variable-length types like STRING/BINARY
+				startOffset := int(binary.LittleEndian.Uint32(buf.Bytes()[offset*4:]))
+				endOffset := int(binary.LittleEndian.Uint32(buf.Bytes()[(offset+length)*4:]))
+				totalSize += endOffset - startOffset
+			case arrow.LIST:
+				// Handle nest types like list
+				for i := 0; i < length; i++ {
+					startOffset := int(binary.LittleEndian.Uint32(buf.Bytes()[i*4:]))
+					endOffset := int(binary.LittleEndian.Uint32(buf.Bytes()[(i+1)*4:]))
+					totalSize += endOffset - startOffset
+				}
+			default:
+				// Handle fixed-length types
+				elementSize := buf.Len() / a.Data().Len()
+				totalSize += elementSize * length
+			}
+		}
+	}
+	return totalSize
 }
 
 func newSelectiveRecord(r Record, selectedFieldId FieldID) *selectiveRecord {