diff --git a/be/src/vec/data_types/serde/data_type_bitmap_serde.cpp b/be/src/vec/data_types/serde/data_type_bitmap_serde.cpp
index 8c677425310138..5d024a418340e8 100644
--- a/be/src/vec/data_types/serde/data_type_bitmap_serde.cpp
+++ b/be/src/vec/data_types/serde/data_type_bitmap_serde.cpp
@@ -193,16 +193,7 @@ Status DataTypeBitMapSerDe::write_column_to_orc(const std::string& timezone, con
     auto& col_data = assert_cast<const ColumnBitmap&>(column);
     orc::StringVectorBatch* cur_batch = dynamic_cast<orc::StringVectorBatch*>(orc_col_batch);
 
-    char* ptr = (char*)malloc(BUFFER_UNIT_SIZE);
-    if (!ptr) {
-        return Status::InternalError(
-                "malloc memory error when write largeint column data to orc file.");
-    }
-    StringRef bufferRef;
-    bufferRef.data = ptr;
-    bufferRef.size = BUFFER_UNIT_SIZE;
-    size_t offset = 0;
-    buffer_list.emplace_back(bufferRef);
+    INIT_MEMORY_FOR_ORC_WRITER()
 
     for (size_t row_id = start; row_id < end; row_id++) {
         if (cur_batch->notNull[row_id] == 1) {
diff --git a/be/src/vec/data_types/serde/data_type_date64_serde.cpp b/be/src/vec/data_types/serde/data_type_date64_serde.cpp
index 48a4b2c16785e9..6cc83faf7a5b52 100644
--- a/be/src/vec/data_types/serde/data_type_date64_serde.cpp
+++ b/be/src/vec/data_types/serde/data_type_date64_serde.cpp
@@ -289,17 +289,7 @@ Status DataTypeDate64SerDe::write_column_to_orc(const std::string& timezone, con
     auto& col_data = static_cast<const ColumnVector<Int64>&>(column).get_data();
     orc::StringVectorBatch* cur_batch = dynamic_cast<orc::StringVectorBatch*>(orc_col_batch);
 
-    char* ptr = (char*)malloc(BUFFER_UNIT_SIZE);
-    if (!ptr) {
-        return Status::InternalError(
-                "malloc memory error when write largeint column data to orc file.");
-    }
-    StringRef bufferRef;
-    bufferRef.data = ptr;
-    bufferRef.size = BUFFER_UNIT_SIZE;
-    size_t offset = 0;
-    const size_t begin_off = offset;
-    buffer_list.emplace_back(bufferRef);
+    INIT_MEMORY_FOR_ORC_WRITER()
 
     for (size_t row_id = start; row_id < end; row_id++) {
         if (cur_batch->notNull[row_id] == 0) {
@@ -311,16 +301,10 @@ Status DataTypeDate64SerDe::write_column_to_orc(const std::string& timezone, con
 
         REALLOC_MEMORY_FOR_ORC_WRITER()
 
+        cur_batch->data[row_id] = const_cast<char*>(bufferRef.data) + offset;
         cur_batch->length[row_id] = len;
         offset += len;
     }
-    size_t data_off = 0;
-    for (size_t row_id = start; row_id < end; row_id++) {
-        if (cur_batch->notNull[row_id] == 1) {
-            cur_batch->data[row_id] = const_cast<char*>(bufferRef.data) + begin_off + data_off;
-            data_off += cur_batch->length[row_id];
-        }
-    }
 
     cur_batch->numElements = end - start;
     return Status::OK();
diff --git a/be/src/vec/data_types/serde/data_type_hll_serde.cpp b/be/src/vec/data_types/serde/data_type_hll_serde.cpp
index f63124f291219f..42260b092605e1 100644
--- a/be/src/vec/data_types/serde/data_type_hll_serde.cpp
+++ b/be/src/vec/data_types/serde/data_type_hll_serde.cpp
@@ -188,16 +188,7 @@ Status DataTypeHLLSerDe::write_column_to_orc(const std::string& timezone, const
     auto& col_data = assert_cast<const ColumnHLL&>(column);
     orc::StringVectorBatch* cur_batch = dynamic_cast<orc::StringVectorBatch*>(orc_col_batch);
 
-    char* ptr = (char*)malloc(BUFFER_UNIT_SIZE);
-    if (!ptr) {
-        return Status::InternalError(
-                "malloc memory error when write largeint column data to orc file.");
-    }
-    StringRef bufferRef;
-    bufferRef.data = ptr;
-    bufferRef.size = BUFFER_UNIT_SIZE;
-    size_t offset = 0;
-    buffer_list.emplace_back(bufferRef);
+    INIT_MEMORY_FOR_ORC_WRITER()
 
     for (size_t row_id = start; row_id < end; row_id++) {
         if (cur_batch->notNull[row_id] == 1) {
diff --git a/be/src/vec/data_types/serde/data_type_ipv6_serde.cpp b/be/src/vec/data_types/serde/data_type_ipv6_serde.cpp
index 643d136c22e0c6..e899de93c90ce0 100644
--- a/be/src/vec/data_types/serde/data_type_ipv6_serde.cpp
+++ b/be/src/vec/data_types/serde/data_type_ipv6_serde.cpp
@@ -187,38 +187,23 @@ Status DataTypeIPv6SerDe::write_column_to_orc(const std::string& timezone, const
                                               std::vector<StringRef>& buffer_list) const {
     const auto& col_data = assert_cast<const ColumnIPv6&>(column).get_data();
     orc::StringVectorBatch* cur_batch = assert_cast<orc::StringVectorBatch*>(orc_col_batch);
-    char* ptr = (char*)malloc(BUFFER_UNIT_SIZE);
-    if (!ptr) {
-        return Status::InternalError(
-                "malloc memory error when write largeint column data to orc file.");
-    }
-    StringRef bufferRef;
-    bufferRef.data = ptr;
-    bufferRef.size = BUFFER_UNIT_SIZE;
-    size_t offset = 0;
-    const size_t begin_off = offset;
-    buffer_list.emplace_back(bufferRef);
-
-    for (size_t row_id = start; row_id < end; row_id++) {
-        if (cur_batch->notNull[row_id] == 0) {
-            continue;
-        }
-        std::string ipv6_str = IPv6Value::to_string(col_data[row_id]);
-        size_t len = ipv6_str.size();
 
-        REALLOC_MEMORY_FOR_ORC_WRITER()
+    INIT_MEMORY_FOR_ORC_WRITER()
 
-        strcpy(const_cast<char*>(bufferRef.data) + offset, ipv6_str.c_str());
-        offset += len;
-        cur_batch->length[row_id] = len;
-    }
-    size_t data_off = 0;
     for (size_t row_id = start; row_id < end; row_id++) {
         if (cur_batch->notNull[row_id] == 1) {
-            cur_batch->data[row_id] = const_cast<char*>(bufferRef.data) + begin_off + data_off;
-            data_off += cur_batch->length[row_id];
+            std::string ipv6_str = IPv6Value::to_string(col_data[row_id]);
+            size_t len = ipv6_str.size();
+
+            REALLOC_MEMORY_FOR_ORC_WRITER()
+
+            strcpy(const_cast<char*>(bufferRef.data) + offset, ipv6_str.c_str());
+            cur_batch->data[row_id] = const_cast<char*>(bufferRef.data) + offset;
+            cur_batch->length[row_id] = len;
+            offset += len;
         }
     }
+
     cur_batch->numElements = end - start;
     return Status::OK();
 }
diff --git a/be/src/vec/data_types/serde/data_type_jsonb_serde.cpp b/be/src/vec/data_types/serde/data_type_jsonb_serde.cpp
index 75e89e9dcf3d41..adc041f511198e 100644
--- a/be/src/vec/data_types/serde/data_type_jsonb_serde.cpp
+++ b/be/src/vec/data_types/serde/data_type_jsonb_serde.cpp
@@ -146,16 +146,7 @@ Status DataTypeJsonbSerDe::write_column_to_orc(const std::string& timezone, cons
     auto* cur_batch = dynamic_cast<orc::StringVectorBatch*>(orc_col_batch);
     const auto& string_column = assert_cast<const ColumnString&>(column);
 
-    char* ptr = (char*)malloc(BUFFER_UNIT_SIZE);
-    if (!ptr) {
-        return Status::InternalError(
-                "malloc memory error when write largeint column data to orc file.");
-    }
-    StringRef bufferRef;
-    bufferRef.data = ptr;
-    bufferRef.size = BUFFER_UNIT_SIZE;
-    size_t offset = 0;
-    buffer_list.emplace_back(bufferRef);
+    INIT_MEMORY_FOR_ORC_WRITER()
 
     for (size_t row_id = start; row_id < end; row_id++) {
         if (cur_batch->notNull[row_id] == 1) {
diff --git a/be/src/vec/data_types/serde/data_type_number_serde.cpp b/be/src/vec/data_types/serde/data_type_number_serde.cpp
index 9b2ad5676f8a58..55c7b2c9505dae 100644
--- a/be/src/vec/data_types/serde/data_type_number_serde.cpp
+++ b/be/src/vec/data_types/serde/data_type_number_serde.cpp
@@ -342,38 +342,22 @@ Status DataTypeNumberSerDe<T>::write_column_to_orc(const std::string& timezone,
     if constexpr (std::is_same_v<T, Int128>) { // largeint
         orc::StringVectorBatch* cur_batch = dynamic_cast<orc::StringVectorBatch*>(orc_col_batch);
 
-        char* ptr = (char*)malloc(BUFFER_UNIT_SIZE);
-        if (!ptr) {
-            return Status::InternalError(
-                    "malloc memory error when write largeint column data to orc file.");
-        }
-        StringRef bufferRef;
-        bufferRef.data = ptr;
-        bufferRef.size = BUFFER_UNIT_SIZE;
-        size_t offset = 0;
-        const size_t begin_off = offset;
-        buffer_list.emplace_back(bufferRef);
+        INIT_MEMORY_FOR_ORC_WRITER()
 
         for (size_t row_id = start; row_id < end; row_id++) {
-            if (cur_batch->notNull[row_id] == 0) {
-                continue;
-            }
-            std::string value_str = fmt::format("{}", col_data[row_id]);
-            size_t len = value_str.size();
+            if (cur_batch->notNull[row_id] == 1) {
+                std::string value_str = fmt::format("{}", col_data[row_id]);
+                size_t len = value_str.size();
 
-            REALLOC_MEMORY_FOR_ORC_WRITER()
+                REALLOC_MEMORY_FOR_ORC_WRITER()
 
-            strcpy(const_cast<char*>(bufferRef.data) + offset, value_str.c_str());
-            offset += len;
-            cur_batch->length[row_id] = len;
-        }
-        size_t data_off = 0;
-        for (size_t row_id = start; row_id < end; row_id++) {
-            if (cur_batch->notNull[row_id] == 1) {
-                cur_batch->data[row_id] = const_cast<char*>(bufferRef.data) + begin_off + data_off;
-                data_off += cur_batch->length[row_id];
+                strcpy(const_cast<char*>(bufferRef.data) + offset, value_str.c_str());
+                cur_batch->data[row_id] = const_cast<char*>(bufferRef.data) + offset;
+                cur_batch->length[row_id] = len;
+                offset += len;
             }
         }
+
         cur_batch->numElements = end - start;
     } else if constexpr (std::is_same_v<T, Int8> || std::is_same_v<T, UInt8>) { // tinyint/boolean
         WRITE_INTEGRAL_COLUMN_TO_ORC(orc::ByteVectorBatch)
diff --git a/be/src/vec/data_types/serde/data_type_object_serde.cpp b/be/src/vec/data_types/serde/data_type_object_serde.cpp
index d489739c622a00..fc536d9ef0df7b 100644
--- a/be/src/vec/data_types/serde/data_type_object_serde.cpp
+++ b/be/src/vec/data_types/serde/data_type_object_serde.cpp
@@ -173,16 +173,7 @@ Status DataTypeObjectSerDe::write_column_to_orc(const std::string& timezone, con
     const auto* var = check_and_get_column<ColumnObject>(column);
     orc::StringVectorBatch* cur_batch = dynamic_cast<orc::StringVectorBatch*>(orc_col_batch);
 
-    char* ptr = (char*)malloc(BUFFER_UNIT_SIZE);
-    if (!ptr) {
-        return Status::InternalError(
-                "malloc memory error when write largeint column data to orc file.");
-    }
-    StringRef bufferRef;
-    bufferRef.data = ptr;
-    bufferRef.size = BUFFER_UNIT_SIZE;
-    size_t offset = 0;
-    buffer_list.emplace_back(bufferRef);
+    INIT_MEMORY_FOR_ORC_WRITER()
 
     for (size_t row_id = start; row_id < end; row_id++) {
         if (cur_batch->notNull[row_id] == 1) {
diff --git a/be/src/vec/data_types/serde/data_type_quantilestate_serde.h b/be/src/vec/data_types/serde/data_type_quantilestate_serde.h
index d64552e46a87d6..d3526ba389925f 100644
--- a/be/src/vec/data_types/serde/data_type_quantilestate_serde.h
+++ b/be/src/vec/data_types/serde/data_type_quantilestate_serde.h
@@ -155,16 +155,7 @@ class DataTypeQuantileStateSerDe : public DataTypeSerDe {
         auto& col_data = assert_cast<const ColumnQuantileState&>(column);
         orc::StringVectorBatch* cur_batch = dynamic_cast<orc::StringVectorBatch*>(orc_col_batch);
 
-        char* ptr = (char*)malloc(BUFFER_UNIT_SIZE);
-        if (!ptr) {
-            return Status::InternalError(
-                    "malloc memory error when write largeint column data to orc file.");
-        }
-        StringRef bufferRef;
-        bufferRef.data = ptr;
-        bufferRef.size = BUFFER_UNIT_SIZE;
-        size_t offset = 0;
-        buffer_list.emplace_back(bufferRef);
+        INIT_MEMORY_FOR_ORC_WRITER()
 
         for (size_t row_id = start; row_id < end; row_id++) {
             if (cur_batch->notNull[row_id] == 1) {
diff --git a/be/src/vec/data_types/serde/data_type_serde.h b/be/src/vec/data_types/serde/data_type_serde.h
index f0e9eb27961439..a9200d1fccf316 100644
--- a/be/src/vec/data_types/serde/data_type_serde.h
+++ b/be/src/vec/data_types/serde/data_type_serde.h
@@ -77,6 +77,18 @@ struct ColumnVectorBatch;
         ++*num_deserialized;                                                             \
     }
 
+#define INIT_MEMORY_FOR_ORC_WRITER()                                                 \
+    char* ptr = (char*)malloc(BUFFER_UNIT_SIZE);                                     \
+    if (!ptr) {                                                                      \
+        return Status::InternalError(                                                \
+                "malloc memory error when write largeint column data to orc file."); \
+    }                                                                                \
+    StringRef bufferRef;                                                             \
+    bufferRef.data = ptr;                                                            \
+    bufferRef.size = BUFFER_UNIT_SIZE;                                               \
+    size_t offset = 0;                                                               \
+    buffer_list.emplace_back(bufferRef);
+
 #define REALLOC_MEMORY_FOR_ORC_WRITER()                                                  \
     while (bufferRef.size - BUFFER_RESERVED_SIZE < offset + len) {                       \
         char* new_ptr = (char*)malloc(bufferRef.size + BUFFER_UNIT_SIZE);                \