diff --git a/cpp/include/milvus-storage/packed/reader.h b/cpp/include/milvus-storage/packed/reader.h
index c808af0..3c3b400 100644
--- a/cpp/include/milvus-storage/packed/reader.h
+++ b/cpp/include/milvus-storage/packed/reader.h
@@ -17,6 +17,7 @@
 #include <packed/chunk_manager.h>
 #include <packed/column_group.h>
 #include "common/config.h"
+#include "common/result.h"
 #include <parquet/arrow/reader.h>
 #include <arrow/filesystem/filesystem.h>
 #include <arrow/record_batch.h>
@@ -57,6 +58,8 @@ class PackedRecordBatchReader : public arrow::RecordBatchReader {
 
   arrow::Status ReadNext(std::shared_ptr<arrow::RecordBatch>* batch) override;
 
+  Result<std::shared_ptr<arrow::Table>> ReadRowGroup(int file_index, int row_group_index);
+
   arrow::Status Close() override;
 
   private:
diff --git a/cpp/src/packed/reader.cpp b/cpp/src/packed/reader.cpp
index c6aa969..d02103a 100644
--- a/cpp/src/packed/reader.cpp
+++ b/cpp/src/packed/reader.cpp
@@ -192,6 +192,21 @@ arrow::Status PackedRecordBatchReader::ReadNext(std::shared_ptr<arrow::RecordBat
   return arrow::Status::OK();
 }
 
+Result<std::shared_ptr<arrow::Table>> PackedRecordBatchReader::ReadRowGroup(int file_index, int row_group_index) {
+  if (file_index < 0 || file_index >= file_readers_.size()) {
+    throw std::out_of_range("Invalid file index");
+  }
+
+  auto reader = file_readers_[file_index]->parquet_reader();
+  if (row_group_index < 0 || row_group_index >= reader->metadata()->num_row_groups()) {
+    throw std::out_of_range("Invalid row group index");
+  }
+
+  std::shared_ptr<arrow::Table> table;
+  RETURN_ARROW_NOT_OK(file_readers_[file_index]->ReadRowGroup(row_group_index, &table));
+  return std::move(table);
+}
+
 arrow::Status PackedRecordBatchReader::Close() {
   LOG_STORAGE_DEBUG_ << "PackedRecordBatchReader::Close(), total read " << read_count_ << " times";
   for (int i = 0; i < column_group_states_.size(); ++i) {
diff --git a/cpp/test/packed/packed_test_base.h b/cpp/test/packed/packed_test_base.h
index 506e1e4..9ea7de2 100644
--- a/cpp/test/packed/packed_test_base.h
+++ b/cpp/test/packed/packed_test_base.h
@@ -100,6 +100,13 @@ class PackedTestBase : public ::testing::Test {
 
     PackedRecordBatchReader pr(*fs_, paths, new_schema, column_offsets, needed_columns, reader_memory_);
     ASSERT_AND_ARROW_ASSIGN(auto table, pr.ToTable());
+
+    auto res = pr.ReadRowGroup(0, 0);
+    if (!res.ok()) {
+      ASSERT_FALSE(res.ok());
+    }
+    auto row_group = res.value();
+    ASSERT_TRUE(row_group->num_rows() > 0);
     ASSERT_STATUS_OK(pr.Close());
 
     ValidateTableData(table);