diff --git a/be/src/exec/es/es_scroll_parser.cpp b/be/src/exec/es/es_scroll_parser.cpp
index d49edbd2abce1d..983d980e66d126 100644
--- a/be/src/exec/es/es_scroll_parser.cpp
+++ b/be/src/exec/es/es_scroll_parser.cpp
@@ -190,7 +190,7 @@ Status get_int_value(const rapidjson::Value& col, PrimitiveType type, void* slot
 
 template <PrimitiveType T>
 Status get_date_value_int(const rapidjson::Value& col, PrimitiveType type, bool is_date_str,
-                          typename PrimitiveTypeTraits<T>::ColumnItemType* slot,
+                          typename PrimitiveTypeTraits<T>::CppType* slot,
                           const cctz::time_zone& time_zone) {
     constexpr bool is_datetime_v1 = T == TYPE_DATE || T == TYPE_DATETIME;
     typename PrimitiveTypeTraits<T>::CppType dt_val;
@@ -271,16 +271,13 @@ Status get_date_value_int(const rapidjson::Value& col, PrimitiveType type, bool
         }
     }
 
-    *reinterpret_cast<typename PrimitiveTypeTraits<T>::ColumnItemType*>(slot) =
-            binary_cast<typename PrimitiveTypeTraits<T>::CppType,
-                        typename PrimitiveTypeTraits<T>::ColumnItemType>(
-                    *reinterpret_cast<typename PrimitiveTypeTraits<T>::CppType*>(&dt_val));
+    *slot = *reinterpret_cast<typename PrimitiveTypeTraits<T>::CppType*>(&dt_val);
     return Status::OK();
 }
 
 template <PrimitiveType T>
 Status get_date_int(const rapidjson::Value& col, PrimitiveType type, bool pure_doc_value,
-                    typename PrimitiveTypeTraits<T>::ColumnItemType* slot,
+                    typename PrimitiveTypeTraits<T>::CppType* slot,
                     const cctz::time_zone& time_zone) {
     // this would happend just only when `enable_docvalue_scan = false`, and field has timestamp format date from _source
     if (col.IsNumber()) {
@@ -309,7 +306,7 @@ Status get_date_int(const rapidjson::Value& col, PrimitiveType type, bool pure_d
 template <PrimitiveType T>
 Status fill_date_int(const rapidjson::Value& col, PrimitiveType type, bool pure_doc_value,
                      vectorized::IColumn* col_ptr, const cctz::time_zone& time_zone) {
-    typename PrimitiveTypeTraits<T>::ColumnItemType data;
+    typename PrimitiveTypeTraits<T>::CppType data;
     RETURN_IF_ERROR((get_date_int<T>(col, type, pure_doc_value, &data, time_zone)));
     col_ptr->insert_data(const_cast<const char*>(reinterpret_cast<char*>(&data)), 0);
     return Status::OK();
@@ -426,11 +423,11 @@ Status insert_int_value(const rapidjson::Value& col, PrimitiveType type,
 
 template <PrimitiveType T>
 Status handle_value(const rapidjson::Value& col, PrimitiveType sub_type, bool pure_doc_value,
-                    typename PrimitiveTypeTraits<T>::ColumnItemType& val) {
+                    typename PrimitiveTypeTraits<T>::CppType& val) {
     if constexpr (T == TYPE_TINYINT || T == TYPE_SMALLINT || T == TYPE_INT || T == TYPE_BIGINT ||
                   T == TYPE_LARGEINT) {
-        RETURN_IF_ERROR(get_int_value<typename PrimitiveTypeTraits<T>::ColumnItemType>(
-                col, sub_type, &val, pure_doc_value));
+        RETURN_IF_ERROR(get_int_value<typename PrimitiveTypeTraits<T>::CppType>(col, sub_type, &val,
+                                                                                pure_doc_value));
         return Status::OK();
     }
     if constexpr (T == TYPE_FLOAT) {
@@ -457,7 +454,7 @@ Status handle_value(const rapidjson::Value& col, PrimitiveType sub_type, bool pu
         }
 
         if (col.IsNumber()) {
-            val = static_cast<typename PrimitiveTypeTraits<T>::ColumnItemType>(col.GetInt());
+            val = static_cast<typename PrimitiveTypeTraits<T>::CppType>(col.GetInt());
             return Status::OK();
         }
 
@@ -485,7 +482,7 @@ Status handle_value(const rapidjson::Value& col, PrimitiveType sub_type, bool pu
 template <PrimitiveType T>
 Status process_single_column(const rapidjson::Value& col, PrimitiveType sub_type,
                              bool pure_doc_value, vectorized::Array& array) {
-    typename PrimitiveTypeTraits<T>::ColumnItemType val;
+    typename PrimitiveTypeTraits<T>::CppType val;
     RETURN_IF_ERROR(handle_value<T>(col, sub_type, pure_doc_value, val));
     array.push_back(vectorized::Field::create_field<T>(val));
     return Status::OK();
@@ -514,12 +511,12 @@ template <PrimitiveType T>
 Status process_date_column(const rapidjson::Value& col, PrimitiveType sub_type, bool pure_doc_value,
                            vectorized::Array& array, const cctz::time_zone& time_zone) {
     if (!col.IsArray()) {
-        typename PrimitiveTypeTraits<T>::ColumnItemType data;
+        typename PrimitiveTypeTraits<T>::CppType data;
         RETURN_IF_ERROR((get_date_int<T>(col, sub_type, pure_doc_value, &data, time_zone)));
         array.push_back(vectorized::Field::create_field<T>(data));
     } else {
         for (const auto& sub_col : col.GetArray()) {
-            typename PrimitiveTypeTraits<T>::ColumnItemType data;
+            typename PrimitiveTypeTraits<T>::CppType data;
             RETURN_IF_ERROR((get_date_int<T>(sub_col, sub_type, pure_doc_value, &data, time_zone)));
             array.push_back(vectorized::Field::create_field<T>(data));
         }
@@ -533,7 +530,7 @@ Status process_jsonb_column(const rapidjson::Value& col, PrimitiveType sub_type,
         JsonBinaryValue jsonb_value;
         RETURN_IF_ERROR(jsonb_value.from_json_string(json_value_to_string(col)));
         vectorized::JsonbField json(jsonb_value.value(), jsonb_value.size());
-        array.push_back(vectorized::Field::create_field<TYPE_JSONB>(json));
+        array.push_back(vectorized::Field::create_field<TYPE_JSONB>(std::move(json)));
     } else {
         for (const auto& sub_col : col.GetArray()) {
             JsonBinaryValue jsonb_value;
diff --git a/be/src/exec/olap_common.h b/be/src/exec/olap_common.h
index ac6ed60848b8d2..a0c672d707abf5 100644
--- a/be/src/exec/olap_common.h
+++ b/be/src/exec/olap_common.h
@@ -96,8 +96,9 @@ std::string cast_to_string(T value, int scale) {
 template <PrimitiveType primitive_type>
 class ColumnValueRange {
 public:
-    using CppType = std::conditional_t<primitive_type == TYPE_HLL, StringRef,
-                                       typename PrimitiveTypeTraits<primitive_type>::CppType>;
+    using CppType =
+            std::conditional_t<primitive_type == TYPE_HLL || is_string_type(primitive_type),
+                               StringRef, typename PrimitiveTypeTraits<primitive_type>::CppType>;
     using SetType = std::set<CppType, doris::Less<CppType>>;
     using IteratorType = typename SetType::iterator;
 
@@ -814,8 +815,9 @@ template <PrimitiveType primitive_type>
 Status OlapScanKeys::extend_scan_key(ColumnValueRange<primitive_type>& range,
                                      int32_t max_scan_key_num, bool* exact_value, bool* eos,
                                      bool* should_break) {
-    using CppType = std::conditional_t<primitive_type == TYPE_HLL, StringRef,
-                                       typename PrimitiveTypeTraits<primitive_type>::CppType>;
+    using CppType =
+            std::conditional_t<primitive_type == TYPE_HLL || is_string_type(primitive_type),
+                               StringRef, typename PrimitiveTypeTraits<primitive_type>::CppType>;
     using ConstIterator = typename ColumnValueRange<primitive_type>::SetType::const_iterator;
 
     // 1. clear ScanKey if some column range is empty
diff --git a/be/src/exprs/create_predicate_function.h b/be/src/exprs/create_predicate_function.h
index 2c79566a013f4c..c50c792fea2c4f 100644
--- a/be/src/exprs/create_predicate_function.h
+++ b/be/src/exprs/create_predicate_function.h
@@ -48,16 +48,15 @@ class HybridSetTraits {
     using BasePtr = HybridSetBase*;
     template <PrimitiveType type, size_t N>
     static BasePtr get_function(bool null_aware) {
-        using CppType = typename PrimitiveTypeTraits<type>::CppType;
         if constexpr (N >= 1 && N <= FIXED_CONTAINER_MAX_SIZE) {
             using Set = std::conditional_t<
-                    std::is_same_v<CppType, StringRef>, StringSet<>,
+                    is_string_type(type), StringSet<>,
                     HybridSet<type,
                               FixedContainer<typename PrimitiveTypeTraits<type>::CppType, N>>>;
             return new Set(null_aware);
         } else {
             using Set = std::conditional_t<
-                    std::is_same_v<CppType, StringRef>, StringSet<>,
+                    is_string_type(type), StringSet<>,
                     HybridSet<type, DynamicContainer<typename PrimitiveTypeTraits<type>::CppType>>>;
             return new Set(null_aware);
         }
diff --git a/be/src/olap/comparison_predicate.h b/be/src/olap/comparison_predicate.h
index e146ea40df945e..534c9f12a661f1 100644
--- a/be/src/olap/comparison_predicate.h
+++ b/be/src/olap/comparison_predicate.h
@@ -34,7 +34,8 @@ template <PrimitiveType Type, PredicateType PT>
 class ComparisonPredicateBase final : public ColumnPredicate {
 public:
     ENABLE_FACTORY_CREATOR(ComparisonPredicateBase);
-    using T = typename PrimitiveTypeTraits<Type>::CppType;
+    using T = std::conditional_t<is_string_type(Type), StringRef,
+                                 typename PrimitiveTypeTraits<Type>::CppType>;
     ComparisonPredicateBase(uint32_t column_id, std::string col_name, const T& value,
                             bool opposite = false)
             : ColumnPredicate(column_id, col_name, Type, opposite), _value(value) {}
@@ -169,16 +170,14 @@ class ComparisonPredicateBase final : public ColumnPredicate {
     bool camp_field(const vectorized::Field& min_field, const vectorized::Field& max_field) const {
         T min_value;
         T max_value;
-        if constexpr (is_int_or_bool(Type) || is_float_or_double(Type)) {
-            min_value =
-                    (typename PrimitiveTypeTraits<Type>::CppType)min_field
-                            .template get<typename PrimitiveTypeTraits<Type>::NearestFieldType>();
-            max_value =
-                    (typename PrimitiveTypeTraits<Type>::CppType)max_field
-                            .template get<typename PrimitiveTypeTraits<Type>::NearestFieldType>();
+        if constexpr (is_string_type(Type)) {
+            auto& tmp_min = min_field.template get<std::string>();
+            auto& tmp_max = max_field.template get<std::string>();
+            min_value = StringRef(tmp_min.data(), tmp_min.size());
+            max_value = StringRef(tmp_max.data(), tmp_max.size());
         } else {
-            min_value = min_field.template get<typename PrimitiveTypeTraits<Type>::CppType>();
-            max_value = max_field.template get<typename PrimitiveTypeTraits<Type>::CppType>();
+            min_value = min_field.template get<T>();
+            max_value = max_field.template get<T>();
         }
 
         if constexpr (PT == PredicateType::EQ) {
diff --git a/be/src/olap/delete_handler.cpp b/be/src/olap/delete_handler.cpp
index 2b40351296ddca..7c521aadfe12c5 100644
--- a/be/src/olap/delete_handler.cpp
+++ b/be/src/olap/delete_handler.cpp
@@ -317,7 +317,7 @@ Status parse_to_predicate(const uint32_t index, const std::string col_name,
     case TYPE_CHAR:
     case TYPE_VARCHAR:
     case TYPE_STRING: {
-        RETURN_IF_ERROR(convert<TYPE_STRING>(type, res.value_str.front(), arena, v));
+        v = {res.value_str.front().data(), res.value_str.front().size()};
         switch (res.condition_op) {
         case PredicateType::EQ:
             predicate = create_comparison_predicate0<PredicateType::EQ>(index, col_name, type, v,
diff --git a/be/src/olap/in_list_predicate.h b/be/src/olap/in_list_predicate.h
index 193a024855eb71..1d10cb213b7521 100644
--- a/be/src/olap/in_list_predicate.h
+++ b/be/src/olap/in_list_predicate.h
@@ -66,7 +66,8 @@ template <PrimitiveType Type, PredicateType PT, int N>
 class InListPredicateBase final : public ColumnPredicate {
 public:
     ENABLE_FACTORY_CREATOR(InListPredicateBase);
-    using T = typename PrimitiveTypeTraits<Type>::CppType;
+    using T = std::conditional_t<is_string_type(Type), StringRef,
+                                 typename PrimitiveTypeTraits<Type>::CppType>;
     using HybridSetType = std::conditional_t<
             N >= 1 && N <= FIXED_CONTAINER_MAX_SIZE,
             std::conditional_t<
@@ -256,16 +257,14 @@ class InListPredicateBase final : public ColumnPredicate {
     bool camp_field(const vectorized::Field& min_field, const vectorized::Field& max_field) const {
         T min_value;
         T max_value;
-        if constexpr (is_int_or_bool(Type) || is_float_or_double(Type)) {
-            min_value =
-                    (typename PrimitiveTypeTraits<Type>::CppType)min_field
-                            .template get<typename PrimitiveTypeTraits<Type>::NearestFieldType>();
-            max_value =
-                    (typename PrimitiveTypeTraits<Type>::CppType)max_field
-                            .template get<typename PrimitiveTypeTraits<Type>::NearestFieldType>();
+        if constexpr (is_string_type(Type)) {
+            auto& tmp_min = min_field.template get<std::string>();
+            auto& tmp_max = max_field.template get<std::string>();
+            min_value = StringRef(tmp_min.data(), tmp_min.size());
+            max_value = StringRef(tmp_max.data(), tmp_max.size());
         } else {
-            min_value = min_field.template get<typename PrimitiveTypeTraits<Type>::CppType>();
-            max_value = max_field.template get<typename PrimitiveTypeTraits<Type>::CppType>();
+            min_value = min_field.template get<T>();
+            max_value = max_field.template get<T>();
         }
 
         if constexpr (PT == PredicateType::IN_LIST) {
diff --git a/be/src/olap/rowset/segment_v2/bloom_filter_index_writer.cpp b/be/src/olap/rowset/segment_v2/bloom_filter_index_writer.cpp
index c3b4eb1ed13bb2..2977ef4a41e6c5 100644
--- a/be/src/olap/rowset/segment_v2/bloom_filter_index_writer.cpp
+++ b/be/src/olap/rowset/segment_v2/bloom_filter_index_writer.cpp
@@ -317,6 +317,8 @@ Status BloomFilterIndexWriter::create(const BloomFilterOptions& bf_options,
     case TYPE:                                                                   \
         res->reset(new BloomFilterIndexWriterImpl<TYPE>(bf_options, type_info)); \
         break;
+        M(FieldType::OLAP_FIELD_TYPE_BOOL)
+        M(FieldType::OLAP_FIELD_TYPE_TINYINT)
         M(FieldType::OLAP_FIELD_TYPE_SMALLINT)
         M(FieldType::OLAP_FIELD_TYPE_INT)
         M(FieldType::OLAP_FIELD_TYPE_UNSIGNED_INT)
diff --git a/be/src/olap/rowset/segment_v2/inverted_index_reader.h b/be/src/olap/rowset/segment_v2/inverted_index_reader.h
index 2d0911b0adc5df..28184cd03b8e88 100644
--- a/be/src/olap/rowset/segment_v2/inverted_index_reader.h
+++ b/be/src/olap/rowset/segment_v2/inverted_index_reader.h
@@ -405,9 +405,7 @@ class InvertedIndexQueryParamFactory {
         } else {
             CPP_TYPE cpp_val;
             if constexpr (std::is_same_v<ValueType, doris::vectorized::Field>) {
-                auto field_val =
-                        doris::vectorized::get<doris::vectorized::NearestFieldType<CPP_TYPE>>(
-                                *value);
+                auto field_val = value->template get<typename PrimitiveTypeTraits<PT>::CppType>();
                 cpp_val = static_cast<CPP_TYPE>(field_val);
             } else {
                 cpp_val = static_cast<CPP_TYPE>(*value);
diff --git a/be/src/olap/rowset/segment_v2/zone_map_index.cpp b/be/src/olap/rowset/segment_v2/zone_map_index.cpp
index 533b2356653b4e..b9e9850f9e7dc7 100644
--- a/be/src/olap/rowset/segment_v2/zone_map_index.cpp
+++ b/be/src/olap/rowset/segment_v2/zone_map_index.cpp
@@ -58,7 +58,8 @@ void TypedZoneMapIndexWriter<Type>::add_values(const void* values, size_t count)
     if (count > 0) {
         _page_zone_map.has_not_null = true;
     }
-    using ValType = PrimitiveTypeTraits<Type>::StorageFieldType;
+    using ValType = std::conditional_t<is_string_type(Type), StringRef,
+                                       typename PrimitiveTypeTraits<Type>::StorageFieldType>;
     const auto* vals = reinterpret_cast<const ValType*>(values);
     if constexpr (Type == TYPE_FLOAT || Type == TYPE_DOUBLE) {
         ValType min = std::numeric_limits<ValType>::max();
diff --git a/be/src/pipeline/exec/scan_operator.cpp b/be/src/pipeline/exec/scan_operator.cpp
index 122ca9dd444160..5a216c8d7a526c 100644
--- a/be/src/pipeline/exec/scan_operator.cpp
+++ b/be/src/pipeline/exec/scan_operator.cpp
@@ -954,17 +954,15 @@ Status ScanLocalState<Derived>::_change_value_range(ColumnValueRange<PrimitiveTy
             func(temp_range, to_olap_filter_type(fn_name),
                  reinterpret_cast<const StringRef*>(value));
         }
-    } else if constexpr ((PrimitiveType == TYPE_DECIMALV2) || (PrimitiveType == TYPE_CHAR) ||
-                         (PrimitiveType == TYPE_VARCHAR) || (PrimitiveType == TYPE_DATETIMEV2) ||
+    } else if constexpr ((PrimitiveType == TYPE_DECIMALV2) || (PrimitiveType == TYPE_DATETIMEV2) ||
                          (PrimitiveType == TYPE_TINYINT) || (PrimitiveType == TYPE_SMALLINT) ||
                          (PrimitiveType == TYPE_INT) || (PrimitiveType == TYPE_BIGINT) ||
                          (PrimitiveType == TYPE_LARGEINT) || (PrimitiveType == TYPE_FLOAT) ||
                          (PrimitiveType == TYPE_DOUBLE) || (PrimitiveType == TYPE_IPV4) ||
                          (PrimitiveType == TYPE_IPV6) || (PrimitiveType == TYPE_DECIMAL32) ||
                          (PrimitiveType == TYPE_DECIMAL64) || (PrimitiveType == TYPE_DECIMAL128I) ||
-                         (PrimitiveType == TYPE_DECIMAL256) || (PrimitiveType == TYPE_STRING) ||
-                         (PrimitiveType == TYPE_BOOLEAN) || (PrimitiveType == TYPE_DATEV2) ||
-                         (PrimitiveType == TYPE_TIMESTAMPTZ)) {
+                         (PrimitiveType == TYPE_DECIMAL256) || (PrimitiveType == TYPE_BOOLEAN) ||
+                         (PrimitiveType == TYPE_DATEV2) || (PrimitiveType == TYPE_TIMESTAMPTZ)) {
         if constexpr (IsFixed) {
             func(temp_range,
                  reinterpret_cast<const typename PrimitiveTypeTraits<PrimitiveType>::CppType*>(
@@ -974,6 +972,13 @@ Status ScanLocalState<Derived>::_change_value_range(ColumnValueRange<PrimitiveTy
                  reinterpret_cast<const typename PrimitiveTypeTraits<PrimitiveType>::CppType*>(
                          value));
         }
+    } else if constexpr (is_string_type(PrimitiveType)) {
+        if constexpr (IsFixed) {
+            func(temp_range, reinterpret_cast<const StringRef*>(value));
+        } else {
+            func(temp_range, to_olap_filter_type(fn_name),
+                 reinterpret_cast<const StringRef*>(value));
+        }
     } else {
         static_assert(always_false_v<PrimitiveType>);
     }
diff --git a/be/src/runtime/primitive_type.h b/be/src/runtime/primitive_type.h
index 4686bdbab7d209..c33f446e2cfa0e 100644
--- a/be/src/runtime/primitive_type.h
+++ b/be/src/runtime/primitive_type.h
@@ -47,8 +47,6 @@ class ColumnStruct;
 class ColumnVarbinary;
 using ColumnString = ColumnStr<UInt32>;
 class JsonbField;
-template <typename T>
-class DecimalField;
 template <DecimalNativeTypeConcept T>
 struct Decimal;
 template <PrimitiveType T>
@@ -127,7 +125,6 @@ class ColumnArray;
 } // namespace vectorized
 
 class DecimalV2Value;
-struct StringRef;
 
 constexpr bool is_enumeration_type(PrimitiveType type) {
     switch (type) {
@@ -273,7 +270,6 @@ struct PrimitiveTypeTraits;
  * ColumnItemType: Data item type in column
  * DataType: DataType which is mapping to this PrimitiveType
  * ColumnType: ColumnType which is mapping to this PrimitiveType
- * NearestFieldType: Nearest Doris type in execution engine
  * NearestPrimitiveType: Nearest primitive type
  */
 template <>
@@ -284,7 +280,6 @@ struct PrimitiveTypeTraits<TYPE_BOOLEAN> {
     using ColumnItemType = vectorized::UInt8;
     using DataType = vectorized::DataTypeBool;
     using ColumnType = vectorized::ColumnUInt8;
-    using NearestFieldType = vectorized::Int64;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_BIGINT;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_BIGINT;
 };
@@ -296,7 +291,6 @@ struct PrimitiveTypeTraits<TYPE_TINYINT> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeInt8;
     using ColumnType = vectorized::ColumnInt8;
-    using NearestFieldType = vectorized::Int64;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_BIGINT;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_BIGINT;
 };
@@ -308,7 +302,6 @@ struct PrimitiveTypeTraits<TYPE_SMALLINT> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeInt16;
     using ColumnType = vectorized::ColumnInt16;
-    using NearestFieldType = vectorized::Int64;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_BIGINT;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_BIGINT;
 };
@@ -320,7 +313,6 @@ struct PrimitiveTypeTraits<TYPE_INT> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeInt32;
     using ColumnType = vectorized::ColumnInt32;
-    using NearestFieldType = vectorized::Int64;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_BIGINT;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_BIGINT;
 };
@@ -332,7 +324,6 @@ struct PrimitiveTypeTraits<TYPE_BIGINT> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeInt64;
     using ColumnType = vectorized::ColumnInt64;
-    using NearestFieldType = vectorized::Int64;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_BIGINT;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_LARGEINT;
 };
@@ -344,7 +335,6 @@ struct PrimitiveTypeTraits<TYPE_LARGEINT> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeInt128;
     using ColumnType = vectorized::ColumnInt128;
-    using NearestFieldType = vectorized::Int128;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_LARGEINT;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_LARGEINT;
 };
@@ -356,7 +346,6 @@ struct PrimitiveTypeTraits<TYPE_NULL> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeNothing;
     using ColumnType = vectorized::IColumnDummy;
-    using NearestFieldType = vectorized::Null;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_NULL;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_NULL;
 };
@@ -368,7 +357,6 @@ struct PrimitiveTypeTraits<TYPE_FLOAT> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeFloat32;
     using ColumnType = vectorized::ColumnFloat32;
-    using NearestFieldType = vectorized::Float64;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_DOUBLE;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_DOUBLE;
 };
@@ -380,7 +368,6 @@ struct PrimitiveTypeTraits<TYPE_DOUBLE> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeFloat64;
     using ColumnType = vectorized::ColumnFloat64;
-    using NearestFieldType = vectorized::Float64;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_DOUBLE;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_DOUBLE;
 };
@@ -392,7 +379,6 @@ struct PrimitiveTypeTraits<TYPE_TIMEV2> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeTimeV2;
     using ColumnType = vectorized::ColumnTimeV2;
-    using NearestFieldType = vectorized::Float64;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_DOUBLE;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_DOUBLE;
 };
@@ -404,7 +390,6 @@ struct PrimitiveTypeTraits<TYPE_TIME> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeTimeV2;
     using ColumnType = vectorized::ColumnTime;
-    using NearestFieldType = vectorized::Float64;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_DOUBLE;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_DOUBLE;
 };
@@ -417,7 +402,6 @@ struct PrimitiveTypeTraits<TYPE_DATE> {
     using ColumnItemType = vectorized::Int64;
     using DataType = vectorized::DataTypeDate;
     using ColumnType = vectorized::ColumnDate;
-    using NearestFieldType = vectorized::Int64;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_DATE;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_DATE;
 };
@@ -429,7 +413,6 @@ struct PrimitiveTypeTraits<TYPE_DATETIME> {
     using ColumnItemType = vectorized::Int64;
     using DataType = vectorized::DataTypeDateTime;
     using ColumnType = vectorized::ColumnDateTime;
-    using NearestFieldType = vectorized::Int64;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_DATETIME;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_DATETIME;
 };
@@ -441,7 +424,6 @@ struct PrimitiveTypeTraits<TYPE_DATETIMEV2> {
     using ColumnItemType = vectorized::UInt64;
     using DataType = vectorized::DataTypeDateTimeV2;
     using ColumnType = vectorized::ColumnDateTimeV2;
-    using NearestFieldType = vectorized::UInt64;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_DATETIMEV2;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_DATETIMEV2;
 };
@@ -453,7 +435,6 @@ struct PrimitiveTypeTraits<TYPE_DATEV2> {
     using ColumnItemType = vectorized::UInt32;
     using DataType = vectorized::DataTypeDateV2;
     using ColumnType = vectorized::ColumnDateV2;
-    using NearestFieldType = vectorized::UInt64;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_DATEV2;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_DATEV2;
 };
@@ -466,9 +447,6 @@ struct PrimitiveTypeTraits<TYPE_TIMESTAMPTZ> {
     using ColumnItemType = vectorized::UInt64;
     using DataType = vectorized::DataTypeTimeStampTz;
     using ColumnType = vectorized::ColumnTimeStampTz;
-    using NearestFieldType = vectorized::UInt64;
-    using AvgNearestFieldType = vectorized::UInt64;
-    using AvgNearestFieldType256 = vectorized::UInt64;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_TIMESTAMPTZ;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_TIMESTAMPTZ;
     static constexpr PrimitiveType AvgNearestPrimitiveType256 = TYPE_TIMESTAMPTZ;
@@ -483,7 +461,6 @@ struct PrimitiveTypeTraits<TYPE_DECIMALV2> {
     using ColumnItemType = vectorized::Decimal128V2;
     using DataType = vectorized::DataTypeDecimalV2;
     using ColumnType = vectorized::ColumnDecimal128V2;
-    using NearestFieldType = vectorized::DecimalField<vectorized::Decimal128V2>;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_DECIMALV2;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_DECIMALV2;
 };
@@ -495,7 +472,6 @@ struct PrimitiveTypeTraits<TYPE_DECIMAL32> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeDecimal32;
     using ColumnType = vectorized::ColumnDecimal32;
-    using NearestFieldType = vectorized::DecimalField<vectorized::Decimal32>;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_DECIMAL32;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_DECIMAL128I;
 };
@@ -507,7 +483,6 @@ struct PrimitiveTypeTraits<TYPE_DECIMAL64> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeDecimal64;
     using ColumnType = vectorized::ColumnDecimal64;
-    using NearestFieldType = vectorized::DecimalField<vectorized::Decimal64>;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_DECIMAL64;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_DECIMAL128I;
 };
@@ -519,7 +494,6 @@ struct PrimitiveTypeTraits<TYPE_DECIMAL128I> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeDecimal128;
     using ColumnType = vectorized::ColumnDecimal128V3;
-    using NearestFieldType = vectorized::DecimalField<vectorized::Decimal128V3>;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_DECIMAL128I;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_DECIMAL128I;
 };
@@ -531,7 +505,6 @@ struct PrimitiveTypeTraits<TYPE_DECIMAL256> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeDecimal256;
     using ColumnType = vectorized::ColumnDecimal256;
-    using NearestFieldType = vectorized::DecimalField<vectorized::Decimal256>;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_DECIMAL256;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_DECIMAL256;
 };
@@ -543,7 +516,6 @@ struct PrimitiveTypeTraits<TYPE_IPV4> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeIPv4;
     using ColumnType = vectorized::ColumnIPv4;
-    using NearestFieldType = IPv4;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_IPV4;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_IPV4;
 };
@@ -555,43 +527,39 @@ struct PrimitiveTypeTraits<TYPE_IPV6> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeIPv6;
     using ColumnType = vectorized::ColumnIPv6;
-    using NearestFieldType = IPv6;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_IPV6;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_IPV6;
 };
 template <>
 struct PrimitiveTypeTraits<TYPE_CHAR> {
-    using CppType = StringRef;
+    using CppType = vectorized::String;
     using StorageFieldType = CppType;
-    using CppNativeType = vectorized::String;
-    using ColumnItemType = vectorized::String;
+    using CppNativeType = CppType;
+    using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeString;
     using ColumnType = vectorized::ColumnString;
-    using NearestFieldType = vectorized::String;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_CHAR;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_CHAR;
 };
 template <>
 struct PrimitiveTypeTraits<TYPE_VARCHAR> {
-    using CppType = StringRef;
+    using CppType = vectorized::String;
     using StorageFieldType = CppType;
-    using CppNativeType = vectorized::String;
-    using ColumnItemType = vectorized::String;
+    using CppNativeType = CppType;
+    using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeString;
     using ColumnType = vectorized::ColumnString;
-    using NearestFieldType = vectorized::String;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_VARCHAR;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_VARCHAR;
 };
 template <>
 struct PrimitiveTypeTraits<TYPE_STRING> {
-    using CppType = StringRef;
+    using CppType = vectorized::String;
     using StorageFieldType = CppType;
-    using CppNativeType = vectorized::String;
-    using ColumnItemType = vectorized::String;
+    using CppNativeType = CppType;
+    using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeString;
     using ColumnType = vectorized::ColumnString;
-    using NearestFieldType = vectorized::String;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_STRING;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_STRING;
 };
@@ -599,12 +567,11 @@ template <>
 struct PrimitiveTypeTraits<TYPE_VARBINARY> {
     using CppType = doris::StringView;
     using StorageFieldType = CppType;
-    using CppNativeType = doris::StringView;
-    using ColumnItemType = doris::StringView;
+    using CppNativeType = CppType;
+    using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeVarbinary;
     using ColumnType = vectorized::ColumnVarbinary;
     // StringView is non-owning, but StringViewField wraps it with String for ownership
-    using NearestFieldType = vectorized::StringViewField;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_VARBINARY;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_VARBINARY;
 };
@@ -613,10 +580,9 @@ struct PrimitiveTypeTraits<TYPE_HLL> {
     using CppType = HyperLogLog;
     using StorageFieldType = CppType;
     using CppNativeType = CppType;
-    using ColumnItemType = HyperLogLog;
+    using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeHLL;
     using ColumnType = vectorized::ColumnHLL;
-    using NearestFieldType = HyperLogLog;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_HLL;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_HLL;
 };
@@ -628,7 +594,6 @@ struct PrimitiveTypeTraits<TYPE_JSONB> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeJsonb;
     using ColumnType = vectorized::ColumnString;
-    using NearestFieldType = vectorized::JsonbField;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_JSONB;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_JSONB;
 };
@@ -640,7 +605,6 @@ struct PrimitiveTypeTraits<TYPE_ARRAY> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeArray;
     using ColumnType = vectorized::ColumnArray;
-    using NearestFieldType = vectorized::Array;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_ARRAY;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_ARRAY;
 };
@@ -652,7 +616,6 @@ struct PrimitiveTypeTraits<TYPE_MAP> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeMap;
     using ColumnType = vectorized::ColumnMap;
-    using NearestFieldType = vectorized::Map;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_MAP;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_MAP;
 };
@@ -664,7 +627,6 @@ struct PrimitiveTypeTraits<TYPE_STRUCT> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeStruct;
     using ColumnType = vectorized::ColumnStruct;
-    using NearestFieldType = vectorized::Tuple;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_STRUCT;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_STRUCT;
 };
@@ -676,7 +638,6 @@ struct PrimitiveTypeTraits<TYPE_VARIANT> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeVariant;
     using ColumnType = vectorized::ColumnVariant;
-    using NearestFieldType = vectorized::VariantMap;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_VARIANT;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_VARIANT;
 };
@@ -688,7 +649,6 @@ struct PrimitiveTypeTraits<TYPE_BITMAP> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeBitMap;
     using ColumnType = vectorized::ColumnBitmap;
-    using NearestFieldType = BitmapValue;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_BITMAP;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_BITMAP;
 };
@@ -700,7 +660,6 @@ struct PrimitiveTypeTraits<TYPE_QUANTILE_STATE> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeQuantileState;
     using ColumnType = vectorized::ColumnQuantileState;
-    using NearestFieldType = QuantileState;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_QUANTILE_STATE;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_QUANTILE_STATE;
 };
@@ -712,7 +671,6 @@ struct PrimitiveTypeTraits<TYPE_UINT32> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeNothing;
     using ColumnType = vectorized::ColumnOffset32;
-    using NearestFieldType = vectorized::UInt64;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_UINT32;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_UINT32;
 };
@@ -724,7 +682,6 @@ struct PrimitiveTypeTraits<TYPE_UINT64> {
     using ColumnItemType = CppType;
     using DataType = vectorized::DataTypeNothing;
     using ColumnType = vectorized::ColumnOffset64;
-    using NearestFieldType = vectorized::UInt64;
     static constexpr PrimitiveType NearestPrimitiveType = TYPE_UINT64;
     static constexpr PrimitiveType AvgNearestPrimitiveType = TYPE_DOUBLE;
 };
diff --git a/be/src/vec/columns/column_const.h b/be/src/vec/columns/column_const.h
index 741a457215926c..9a24201df27ac7 100644
--- a/be/src/vec/columns/column_const.h
+++ b/be/src/vec/columns/column_const.h
@@ -274,10 +274,10 @@ class ColumnConst final : public COWHelper<IColumn, ColumnConst> {
 
     Field get_field() const { return get_data_column()[0]; }
 
-    template <typename T>
-    T get_value() const {
+    template <PrimitiveType T>
+    typename PrimitiveTypeTraits<T>::CppType get_value() const {
         // Here the cast is correct, relevant code is rather tricky.
-        return static_cast<T>(get_field().get<NearestFieldType<T>>());
+        return get_field().get<typename PrimitiveTypeTraits<T>::CppType>();
     }
 
     void replace_column_data(const IColumn& rhs, size_t row, size_t self_row = 0) override {
diff --git a/be/src/vec/columns/column_decimal.cpp b/be/src/vec/columns/column_decimal.cpp
index 95b3291e4d0ee7..099dce3c5b9d0f 100644
--- a/be/src/vec/columns/column_decimal.cpp
+++ b/be/src/vec/columns/column_decimal.cpp
@@ -53,9 +53,19 @@ int ColumnDecimal<T>::compare_at(size_t n, size_t m, const IColumn& rhs_, int) c
     if (scale == other.scale) {
         return a > b ? 1 : (a < b ? -1 : 0);
     }
-    return decimal_less<value_type>(b, a, other.scale, scale)
-                   ? 1
-                   : (decimal_less<value_type>(a, b, scale, other.scale) ? -1 : 0);
+    if constexpr (T == TYPE_DECIMALV2) {
+        return decimal_less<DecimalV2Value>(*(DecimalV2Value*)&b, *(DecimalV2Value*)&a, other.scale,
+                                            scale)
+                       ? 1
+                       : (decimal_less<DecimalV2Value>(*(DecimalV2Value*)&a, *(DecimalV2Value*)&b,
+                                                       scale, other.scale)
+                                  ? -1
+                                  : 0);
+    } else {
+        return decimal_less<value_type>(b, a, other.scale, scale)
+                       ? 1
+                       : (decimal_less<value_type>(a, b, scale, other.scale) ? -1 : 0);
+    }
 }
 
 template <PrimitiveType T>
@@ -282,7 +292,7 @@ void ColumnDecimal<T>::update_hashes_with_value(uint64_t* __restrict hashes,
 
 template <PrimitiveType T>
 Field ColumnDecimal<T>::operator[](size_t n) const {
-    return Field::create_field<T>(DecimalField<value_type>(data[n], scale));
+    return Field::create_field<T>(*(typename PrimitiveTypeTraits<T>::CppType*)(&data[n]));
 }
 
 template <PrimitiveType T>
diff --git a/be/src/vec/columns/column_decimal.h b/be/src/vec/columns/column_decimal.h
index 44d193d8e9ebe9..8471efd835936f 100644
--- a/be/src/vec/columns/column_decimal.h
+++ b/be/src/vec/columns/column_decimal.h
@@ -142,8 +142,7 @@ class ColumnDecimal final : public COWHelper<IColumn, ColumnDecimal<T>> {
     void insert_data(const char* pos, size_t /*length*/) override;
     void insert_default() override { data.push_back(value_type()); }
     void insert(const Field& x) override {
-        data.push_back(
-                doris::vectorized::get<typename PrimitiveTypeTraits<T>::NearestFieldType>(x));
+        data.push_back(x.template get<typename PrimitiveTypeTraits<T>::ColumnItemType>());
     }
     void insert_range_from(const IColumn& src, size_t start, size_t length) override;
 
diff --git a/be/src/vec/columns/column_varbinary.h b/be/src/vec/columns/column_varbinary.h
index 7b3688c2bece8f..9fe928fe08c97d 100644
--- a/be/src/vec/columns/column_varbinary.h
+++ b/be/src/vec/columns/column_varbinary.h
@@ -77,7 +77,8 @@ class ColumnVarbinary final : public COWHelper<IColumn, ColumnVarbinary> {
     char* alloc(size_t length) { return _arena.alloc(length); }
 
     void insert(const Field& x) override {
-        const auto& value = vectorized::get<const StringViewField&>(x);
+        const auto& value =
+                vectorized::get<const typename PrimitiveTypeTraits<TYPE_VARBINARY>::CppType&>(x);
         insert_data(value.data(), value.size());
     }
 
diff --git a/be/src/vec/columns/column_variant.cpp b/be/src/vec/columns/column_variant.cpp
index 1eb789b1c8216c..ecad7bb6b71d63 100644
--- a/be/src/vec/columns/column_variant.cpp
+++ b/be/src/vec/columns/column_variant.cpp
@@ -2213,7 +2213,7 @@ class FieldVisitorReplaceScalars : public StaticVisitor<Field> {
             : replacement(replacement_), num_dimensions_to_keep(num_dimensions_to_keep_) {}
 
     template <PrimitiveType T>
-    Field apply(const typename PrimitiveTypeTraits<T>::NearestFieldType& x) const {
+    Field apply(const typename PrimitiveTypeTraits<T>::CppType& x) const {
         if constexpr (T == TYPE_ARRAY) {
             if (num_dimensions_to_keep == 0) {
                 return replacement;
diff --git a/be/src/vec/columns/column_vector.cpp b/be/src/vec/columns/column_vector.cpp
index 8bc629c444b289..945da9e83d91c1 100644
--- a/be/src/vec/columns/column_vector.cpp
+++ b/be/src/vec/columns/column_vector.cpp
@@ -191,7 +191,7 @@ void ColumnVector<T>::compare_internal(size_t rhs_row_id, const IColumn& rhs,
 
 template <PrimitiveType T>
 Field ColumnVector<T>::operator[](size_t n) const {
-    return Field::create_field<T>((typename PrimitiveTypeTraits<T>::NearestFieldType)data[n]);
+    return Field::create_field<T>(*(typename PrimitiveTypeTraits<T>::CppType*)(&data[n]));
 }
 
 template <PrimitiveType T>
@@ -354,6 +354,75 @@ MutableColumnPtr ColumnVector<T>::clone_resized(size_t size) const {
     return res;
 }
 
+template <PrimitiveType T>
+void ColumnVector<T>::insert(const Field& x) {
+    value_type tmp;
+    switch (x.get_type()) {
+    case TYPE_NULL:
+        tmp = default_value();
+        break;
+    case TYPE_BOOLEAN:
+        tmp = doris::vectorized::get<typename PrimitiveTypeTraits<TYPE_BOOLEAN>::CppType>(x);
+        break;
+    case TYPE_TINYINT:
+        tmp = doris::vectorized::get<typename PrimitiveTypeTraits<TYPE_TINYINT>::CppType>(x);
+        break;
+    case TYPE_SMALLINT:
+        tmp = (value_type)
+                doris::vectorized::get<typename PrimitiveTypeTraits<TYPE_SMALLINT>::CppType>(x);
+        break;
+    case TYPE_INT:
+        tmp = (value_type)doris::vectorized::get<typename PrimitiveTypeTraits<TYPE_INT>::CppType>(
+                x);
+        break;
+    case TYPE_BIGINT:
+        tmp = (value_type)
+                doris::vectorized::get<typename PrimitiveTypeTraits<TYPE_BIGINT>::CppType>(x);
+        break;
+    case TYPE_LARGEINT:
+        tmp = (value_type)
+                doris::vectorized::get<typename PrimitiveTypeTraits<TYPE_LARGEINT>::CppType>(x);
+        break;
+    case TYPE_IPV4:
+        tmp = (value_type)doris::vectorized::get<typename PrimitiveTypeTraits<TYPE_IPV4>::CppType>(
+                x);
+        break;
+    case TYPE_IPV6:
+        tmp = (value_type)doris::vectorized::get<typename PrimitiveTypeTraits<TYPE_IPV6>::CppType>(
+                x);
+        break;
+    case TYPE_FLOAT:
+        tmp = (value_type)doris::vectorized::get<typename PrimitiveTypeTraits<TYPE_FLOAT>::CppType>(
+                x);
+        break;
+    case TYPE_DOUBLE:
+        tmp = (value_type)
+                doris::vectorized::get<typename PrimitiveTypeTraits<TYPE_DOUBLE>::CppType>(x);
+        break;
+    case TYPE_TIME:
+        tmp = (value_type)doris::vectorized::get<typename PrimitiveTypeTraits<TYPE_TIME>::CppType>(
+                x);
+        break;
+    case TYPE_TIMEV2:
+        tmp = (value_type)
+                doris::vectorized::get<typename PrimitiveTypeTraits<TYPE_TIMEV2>::CppType>(x);
+        break;
+    case TYPE_DATE:
+    case TYPE_DATETIME:
+    case TYPE_DATEV2:
+    case TYPE_DATETIMEV2:
+    case TYPE_TIMESTAMPTZ:
+        tmp = doris::vectorized::get<typename PrimitiveTypeTraits<T>::ColumnItemType>(x);
+        break;
+    default:
+        throw doris::Exception(ErrorCode::INTERNAL_ERROR,
+                               "Unsupported type {} to insert into {} type column",
+                               type_to_string(x.get_type()), type_to_string(T));
+        break;
+    }
+    data.push_back(tmp);
+}
+
 template <PrimitiveType T>
 void ColumnVector<T>::insert_range_from(const IColumn& src, size_t start, size_t length) {
     const ColumnVector& src_vec = assert_cast<const ColumnVector&>(src);
diff --git a/be/src/vec/columns/column_vector.h b/be/src/vec/columns/column_vector.h
index e1062e83c3ea8b..9b03eeae637f72 100644
--- a/be/src/vec/columns/column_vector.h
+++ b/be/src/vec/columns/column_vector.h
@@ -305,10 +305,7 @@ class ColumnVector final : public COWHelper<IColumn, ColumnVector<T>> {
     // but its type is different from column's data type (int64 vs uint64), so that during column
     // insert method, should use NearestFieldType<T> to get the Field and get it actual
     // uint8 value and then insert into column.
-    void insert(const Field& x) override {
-        data.push_back(
-                doris::vectorized::get<typename PrimitiveTypeTraits<T>::NearestFieldType>(x));
-    }
+    void insert(const Field& x) override;
 
     void insert_range_from(const IColumn& src, size_t start, size_t length) override;
 
diff --git a/be/src/vec/columns/predicate_column.h b/be/src/vec/columns/predicate_column.h
index 73a61ea1aae38c..abcf3287fe4501 100644
--- a/be/src/vec/columns/predicate_column.h
+++ b/be/src/vec/columns/predicate_column.h
@@ -46,7 +46,8 @@ class PredicateColumnType final : public COWHelper<IColumn, PredicateColumnType<
     PredicateColumnType(const size_t n) : data(n) {}
     PredicateColumnType(const PredicateColumnType& src) : data(src.data.begin(), src.data.end()) {}
     friend class COWHelper<IColumn, PredicateColumnType<Type>>;
-    using T = typename PrimitiveTypeTraits<Type>::CppType;
+    using T = std::conditional_t<is_string_type(Type), StringRef,
+                                 typename PrimitiveTypeTraits<Type>::CppType>;
     using ColumnType = typename PrimitiveTypeTraits<Type>::ColumnType;
 
     void insert_string_to_res_column(const uint16_t* sel, size_t sel_size, ColumnString* res_ptr) {
diff --git a/be/src/vec/common/field_visitors.h b/be/src/vec/common/field_visitors.h
index 1e80249cb4d194..e287b54155e17b 100644
--- a/be/src/vec/common/field_visitors.h
+++ b/be/src/vec/common/field_visitors.h
@@ -44,73 +44,79 @@ typename std::decay_t<Visitor>::ResultType apply_visitor(Visitor&& visitor, F&&
     switch (field.get_type()) {
     case PrimitiveType::TYPE_NULL:
         return visitor.template apply<PrimitiveType::TYPE_NULL>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_NULL>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_NULL>::CppType>());
     case PrimitiveType::TYPE_DATETIMEV2:
         return visitor.template apply<PrimitiveType::TYPE_DATETIMEV2>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::CppType>());
     case PrimitiveType::TYPE_TIMESTAMPTZ:
         return visitor.template apply<PrimitiveType::TYPE_TIMESTAMPTZ>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_TIMESTAMPTZ>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_TIMESTAMPTZ>::CppType>());
     case PrimitiveType::TYPE_LARGEINT:
         return visitor.template apply<PrimitiveType::TYPE_LARGEINT>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_LARGEINT>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_LARGEINT>::CppType>());
     case PrimitiveType::TYPE_DATETIME:
         return visitor.template apply<PrimitiveType::TYPE_DATETIME>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_DATETIME>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DATETIME>::CppType>());
     case PrimitiveType::TYPE_DATE:
         return visitor.template apply<PrimitiveType::TYPE_DATE>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_DATE>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DATE>::CppType>());
+    case PrimitiveType::TYPE_BOOLEAN:
+        return visitor.template apply<PrimitiveType::TYPE_BOOLEAN>(
+                field.template get<typename PrimitiveTypeTraits<TYPE_BOOLEAN>::CppType>());
+    case PrimitiveType::TYPE_TINYINT:
+        return visitor.template apply<PrimitiveType::TYPE_TINYINT>(
+                field.template get<typename PrimitiveTypeTraits<TYPE_TINYINT>::CppType>());
+    case PrimitiveType::TYPE_SMALLINT:
+        return visitor.template apply<PrimitiveType::TYPE_SMALLINT>(
+                field.template get<typename PrimitiveTypeTraits<TYPE_SMALLINT>::CppType>());
+    case PrimitiveType::TYPE_INT:
+        return visitor.template apply<PrimitiveType::TYPE_INT>(
+                field.template get<typename PrimitiveTypeTraits<TYPE_INT>::CppType>());
     case PrimitiveType::TYPE_BIGINT:
         return visitor.template apply<PrimitiveType::TYPE_BIGINT>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_BIGINT>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_BIGINT>::CppType>());
+    case PrimitiveType::TYPE_FLOAT:
+        return visitor.template apply<PrimitiveType::TYPE_FLOAT>(
+                field.template get<typename PrimitiveTypeTraits<TYPE_FLOAT>::CppType>());
     case PrimitiveType::TYPE_DOUBLE:
         return visitor.template apply<PrimitiveType::TYPE_DOUBLE>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_DOUBLE>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DOUBLE>::CppType>());
     case PrimitiveType::TYPE_STRING:
         return visitor.template apply<PrimitiveType::TYPE_STRING>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_STRING>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_STRING>::CppType>());
     case PrimitiveType::TYPE_CHAR:
         return visitor.template apply<PrimitiveType::TYPE_CHAR>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_CHAR>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_CHAR>::CppType>());
     case PrimitiveType::TYPE_VARCHAR:
         return visitor.template apply<PrimitiveType::TYPE_VARCHAR>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_VARCHAR>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_VARCHAR>::CppType>());
     case PrimitiveType::TYPE_ARRAY:
         return visitor.template apply<PrimitiveType::TYPE_ARRAY>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_ARRAY>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_ARRAY>::CppType>());
     case PrimitiveType::TYPE_STRUCT:
         return visitor.template apply<PrimitiveType::TYPE_STRUCT>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_STRUCT>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_STRUCT>::CppType>());
     case PrimitiveType::TYPE_VARIANT:
         return visitor.template apply<PrimitiveType::TYPE_VARIANT>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_VARIANT>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_VARIANT>::CppType>());
     case PrimitiveType::TYPE_DECIMAL32:
         return visitor.template apply<PrimitiveType::TYPE_DECIMAL32>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_DECIMAL32>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL32>::CppType>());
     case PrimitiveType::TYPE_DECIMAL64:
         return visitor.template apply<PrimitiveType::TYPE_DECIMAL64>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_DECIMAL64>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL64>::CppType>());
     case PrimitiveType::TYPE_DECIMALV2:
         return visitor.template apply<PrimitiveType::TYPE_DECIMALV2>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_DECIMALV2>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMALV2>::CppType>());
     case PrimitiveType::TYPE_DECIMAL128I:
         return visitor.template apply<PrimitiveType::TYPE_DECIMAL128I>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_DECIMAL128I>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL128I>::CppType>());
     case PrimitiveType::TYPE_DECIMAL256:
         return visitor.template apply<PrimitiveType::TYPE_DECIMAL256>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_DECIMAL256>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL256>::CppType>());
     case PrimitiveType::TYPE_JSONB:
         return visitor.template apply<PrimitiveType::TYPE_JSONB>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_JSONB>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_JSONB>::CppType>());
     default:
         throw doris::Exception(ErrorCode::INTERNAL_ERROR, "Bad type of Field {}",
                                static_cast<int>(field.get_type()));
diff --git a/be/src/vec/common/schema_util.cpp b/be/src/vec/common/schema_util.cpp
index 3a3fa01490168d..e4481511a9cb77 100644
--- a/be/src/vec/common/schema_util.cpp
+++ b/be/src/vec/common/schema_util.cpp
@@ -1177,7 +1177,7 @@ class FieldVisitorToNumberOfDimensions : public StaticVisitor<size_t> {
 public:
     FieldVisitorToNumberOfDimensions() = default;
     template <PrimitiveType T>
-    size_t apply(const typename PrimitiveTypeTraits<T>::NearestFieldType& x) {
+    size_t apply(const typename PrimitiveTypeTraits<T>::CppType& x) {
         if constexpr (T == TYPE_ARRAY) {
             const size_t size = x.size();
             size_t dimensions = 0;
@@ -1198,7 +1198,7 @@ class FieldVisitorToNumberOfDimensions : public StaticVisitor<size_t> {
 class SimpleFieldVisitorToScalarType : public StaticVisitor<size_t> {
 public:
     template <PrimitiveType T>
-    size_t apply(const typename PrimitiveTypeTraits<T>::NearestFieldType& x) {
+    size_t apply(const typename PrimitiveTypeTraits<T>::CppType& x) {
         if constexpr (T == TYPE_ARRAY) {
             throw doris::Exception(ErrorCode::INVALID_ARGUMENT, "Array type is not supported");
         } else if constexpr (T == TYPE_BIGINT) {
@@ -1238,7 +1238,7 @@ class SimpleFieldVisitorToScalarType : public StaticVisitor<size_t> {
 class FieldVisitorToScalarType : public StaticVisitor<size_t> {
 public:
     template <PrimitiveType T>
-    size_t apply(const typename PrimitiveTypeTraits<T>::NearestFieldType& x) {
+    size_t apply(const typename PrimitiveTypeTraits<T>::CppType& x) {
         if constexpr (T == TYPE_ARRAY) {
             size_t size = x.size();
             for (size_t i = 0; i < size; ++i) {
diff --git a/be/src/vec/core/decimal_comparison.h b/be/src/vec/core/decimal_comparison.h
index 8483f8fe0efa75..6d8923ea3ea53d 100644
--- a/be/src/vec/core/decimal_comparison.h
+++ b/be/src/vec/core/decimal_comparison.h
@@ -32,17 +32,6 @@
 
 namespace doris::vectorized {
 
-inline bool allow_decimal_comparison(const DataTypePtr& left_type, const DataTypePtr& right_type) {
-    if (is_decimal(left_type->get_primitive_type())) {
-        if (is_decimal(right_type->get_primitive_type()) ||
-            is_int_or_bool(right_type->get_primitive_type()))
-            return true;
-    } else if (is_int_or_bool(left_type->get_primitive_type()) &&
-               is_decimal(right_type->get_primitive_type()))
-        return true;
-    return false;
-}
-
 template <size_t>
 struct ConstructDecInt {
     static constexpr PrimitiveType Type = TYPE_INT;
@@ -64,10 +53,10 @@ template <PrimitiveType T, PrimitiveType U>
 struct DecCompareInt {
     static constexpr PrimitiveType Type =
             ConstructDecInt < (!is_decimal(U) ||
-                               sizeof(typename PrimitiveTypeTraits<T>::ColumnItemType) >
-                                       sizeof(typename PrimitiveTypeTraits<U>::ColumnItemType))
-                    ? sizeof(typename PrimitiveTypeTraits<T>::ColumnItemType)
-                    : sizeof(typename PrimitiveTypeTraits<U>::ColumnItemType) > ::Type;
+                               sizeof(typename PrimitiveTypeTraits<T>::CppType) >
+                                       sizeof(typename PrimitiveTypeTraits<U>::CppType))
+                    ? sizeof(typename PrimitiveTypeTraits<T>::CppType)
+                    : sizeof(typename PrimitiveTypeTraits<U>::CppType) > ::Type;
 };
 
 ///
@@ -108,8 +97,8 @@ class DecimalComparison {
         return false;
     }
 
-    static bool compare(typename PrimitiveTypeTraits<A>::ColumnItemType a,
-                        typename PrimitiveTypeTraits<B>::ColumnItemType b, UInt32 scale_a,
+    static bool compare(typename PrimitiveTypeTraits<A>::CppType a,
+                        typename PrimitiveTypeTraits<B>::CppType b, UInt32 scale_a,
                         UInt32 scale_b) {
         static const UInt32 max_scale = max_decimal_precision<TYPE_DECIMAL256>();
         if (scale_a > max_scale || scale_b > max_scale) {
@@ -157,8 +146,8 @@ class DecimalComparison {
         Shift shift;
         if (decimal0 && decimal1) {
             constexpr PrimitiveType Type =
-                    sizeof(typename PrimitiveTypeTraits<T>::ColumnItemType) >=
-                                    sizeof(typename PrimitiveTypeTraits<U>::ColumnItemType)
+                    sizeof(typename PrimitiveTypeTraits<T>::CppType) >=
+                                    sizeof(typename PrimitiveTypeTraits<U>::CppType)
                             ? T
                             : U;
             auto type_ptr = decimal_result_type(*decimal0, *decimal1, false, false, false);
@@ -207,10 +196,8 @@ class DecimalComparison {
                 const ColumnConst* c0_const = check_and_get_column_const<ColVecA>(c0.get());
                 const ColumnConst* c1_const = check_and_get_column_const<ColVecB>(c1.get());
 
-                typename PrimitiveTypeTraits<A>::ColumnItemType a = c0_const->template get_value<
-                        typename PrimitiveTypeTraits<A>::ColumnItemType>();
-                typename PrimitiveTypeTraits<B>::ColumnItemType b = c1_const->template get_value<
-                        typename PrimitiveTypeTraits<B>::ColumnItemType>();
+                const auto& a = c0_const->template get_value<A>();
+                const auto& b = c1_const->template get_value<B>();
                 UInt8 res = apply<scale_left, scale_right>(a, b, scale);
                 return DataTypeUInt8().create_column_const(c0->size(), to_field<TYPE_BOOLEAN>(res));
             }
@@ -220,8 +207,7 @@ class DecimalComparison {
 
             if (c0_is_const) {
                 const ColumnConst* c0_const = check_and_get_column_const<ColVecA>(c0.get());
-                typename PrimitiveTypeTraits<A>::ColumnItemType a = c0_const->template get_value<
-                        typename PrimitiveTypeTraits<A>::ColumnItemType>();
+                const auto& a = c0_const->template get_value<A>();
                 if (const ColVecB* c1_vec = check_and_get_column<ColVecB>(c1.get()))
                     constant_vector<scale_left, scale_right>(a, c1_vec->get_data(), vec_res, scale);
                 else {
@@ -229,8 +215,7 @@ class DecimalComparison {
                 }
             } else if (c1_is_const) {
                 const ColumnConst* c1_const = check_and_get_column_const<ColVecB>(c1.get());
-                typename PrimitiveTypeTraits<B>::ColumnItemType b = c1_const->template get_value<
-                        typename PrimitiveTypeTraits<B>::ColumnItemType>();
+                const auto& b = c1_const->template get_value<B>();
                 if (const ColVecA* c0_vec = check_and_get_column<ColVecA>(c0.get()))
                     vector_constant<scale_left, scale_right>(c0_vec->get_data(), b, vec_res, scale);
                 else {
@@ -255,8 +240,8 @@ class DecimalComparison {
     }
 
     template <bool scale_left, bool scale_right>
-    static UInt8 apply(typename PrimitiveTypeTraits<A>::ColumnItemType a,
-                       typename PrimitiveTypeTraits<B>::ColumnItemType b,
+    static UInt8 apply(typename PrimitiveTypeTraits<A>::CppType a,
+                       typename PrimitiveTypeTraits<B>::CppType b,
                        CompareInt scale [[maybe_unused]]) {
         CompareInt x = a;
         CompareInt y = b;
@@ -264,15 +249,13 @@ class DecimalComparison {
         if constexpr (_check_overflow) {
             bool overflow = false;
 
-            if constexpr (sizeof(typename PrimitiveTypeTraits<A>::ColumnItemType) >
-                          sizeof(CompareInt))
-                overflow |= (typename PrimitiveTypeTraits<A>::ColumnItemType(x) != a);
-            if constexpr (sizeof(typename PrimitiveTypeTraits<B>::ColumnItemType) >
-                          sizeof(CompareInt))
-                overflow |= (typename PrimitiveTypeTraits<B>::ColumnItemType(y) != b);
-            if constexpr (IsUnsignedV<typename PrimitiveTypeTraits<A>::ColumnItemType>)
+            if constexpr (sizeof(typename PrimitiveTypeTraits<A>::CppType) > sizeof(CompareInt))
+                overflow |= (typename PrimitiveTypeTraits<A>::CppType(x) != a);
+            if constexpr (sizeof(typename PrimitiveTypeTraits<B>::CppType) > sizeof(CompareInt))
+                overflow |= (typename PrimitiveTypeTraits<B>::CppType(y) != b);
+            if constexpr (IsUnsignedV<typename PrimitiveTypeTraits<A>::CppType>)
                 overflow |= (x < 0);
-            if constexpr (IsUnsignedV<typename PrimitiveTypeTraits<B>::ColumnItemType>)
+            if constexpr (IsUnsignedV<typename PrimitiveTypeTraits<B>::CppType>)
                 overflow |= (y < 0);
 
             if constexpr (scale_left) overflow |= common::mul_overflow(x, scale, x);
@@ -293,10 +276,10 @@ class DecimalComparison {
     static void NO_INLINE vector_vector(const ArrayA& a, const ArrayB& b, PaddedPODArray<UInt8>& c,
                                         CompareInt scale) {
         size_t size = a.size();
-        const typename PrimitiveTypeTraits<A>::ColumnItemType* a_pos = a.data();
-        const typename PrimitiveTypeTraits<B>::ColumnItemType* b_pos = b.data();
+        const auto* a_pos = (const typename PrimitiveTypeTraits<A>::CppType*)a.data();
+        const auto* b_pos = (const typename PrimitiveTypeTraits<B>::CppType*)b.data();
         UInt8* c_pos = c.data();
-        const typename PrimitiveTypeTraits<A>::ColumnItemType* a_end = a_pos + size;
+        const auto* a_end = a_pos + size;
 
         while (a_pos < a_end) {
             *c_pos = apply<scale_left, scale_right>(*a_pos, *b_pos, scale);
@@ -308,12 +291,12 @@ class DecimalComparison {
 
     template <bool scale_left, bool scale_right>
     static void NO_INLINE vector_constant(const ArrayA& a,
-                                          typename PrimitiveTypeTraits<B>::ColumnItemType b,
+                                          typename PrimitiveTypeTraits<B>::CppType b,
                                           PaddedPODArray<UInt8>& c, CompareInt scale) {
         size_t size = a.size();
-        const typename PrimitiveTypeTraits<A>::ColumnItemType* a_pos = a.data();
+        const auto* a_pos = (const typename PrimitiveTypeTraits<A>::CppType*)a.data();
         UInt8* c_pos = c.data();
-        const typename PrimitiveTypeTraits<A>::ColumnItemType* a_end = a_pos + size;
+        const auto* a_end = a_pos + size;
 
         while (a_pos < a_end) {
             *c_pos = apply<scale_left, scale_right>(*a_pos, b, scale);
@@ -323,13 +306,13 @@ class DecimalComparison {
     }
 
     template <bool scale_left, bool scale_right>
-    static void NO_INLINE constant_vector(typename PrimitiveTypeTraits<A>::ColumnItemType a,
+    static void NO_INLINE constant_vector(typename PrimitiveTypeTraits<A>::CppType a,
                                           const ArrayB& b, PaddedPODArray<UInt8>& c,
                                           CompareInt scale) {
         size_t size = b.size();
-        const typename PrimitiveTypeTraits<B>::ColumnItemType* b_pos = b.data();
+        const auto* b_pos = (const typename PrimitiveTypeTraits<B>::CppType*)b.data();
         UInt8* c_pos = c.data();
-        const typename PrimitiveTypeTraits<B>::ColumnItemType* b_end = b_pos + size;
+        const auto* b_end = b_pos + size;
 
         while (b_pos < b_end) {
             *c_pos = apply<scale_left, scale_right>(a, *b_pos, scale);
diff --git a/be/src/vec/core/field.cpp b/be/src/vec/core/field.cpp
index 4567fa20905097..35723e4acf1a62 100644
--- a/be/src/vec/core/field.cpp
+++ b/be/src/vec/core/field.cpp
@@ -38,23 +38,22 @@ class BufferReadable;
 class BufferWritable;
 
 template <PrimitiveType T>
-bool dec_equal(typename PrimitiveTypeTraits<T>::ColumnItemType x,
-               typename PrimitiveTypeTraits<T>::ColumnItemType y, UInt32 x_scale, UInt32 y_scale) {
+bool dec_equal(typename PrimitiveTypeTraits<T>::CppType x,
+               typename PrimitiveTypeTraits<T>::CppType y, UInt32 x_scale, UInt32 y_scale) {
     using Comparator = DecimalComparison<T, T, EqualsOp>;
     return Comparator::compare(x, y, x_scale, y_scale);
 }
 
 template <PrimitiveType T>
-bool dec_less(typename PrimitiveTypeTraits<T>::ColumnItemType x,
-              typename PrimitiveTypeTraits<T>::ColumnItemType y, UInt32 x_scale, UInt32 y_scale) {
+bool dec_less(typename PrimitiveTypeTraits<T>::CppType x,
+              typename PrimitiveTypeTraits<T>::CppType y, UInt32 x_scale, UInt32 y_scale) {
     using Comparator = DecimalComparison<T, T, LessOp>;
     return Comparator::compare(x, y, x_scale, y_scale);
 }
 
 template <PrimitiveType T>
-bool dec_less_or_equal(typename PrimitiveTypeTraits<T>::ColumnItemType x,
-                       typename PrimitiveTypeTraits<T>::ColumnItemType y, UInt32 x_scale,
-                       UInt32 y_scale) {
+bool dec_less_or_equal(typename PrimitiveTypeTraits<T>::CppType x,
+                       typename PrimitiveTypeTraits<T>::CppType y, UInt32 x_scale, UInt32 y_scale) {
     using Comparator = DecimalComparison<T, T, LessOrEqualsOp>;
     return Comparator::compare(x, y, x_scale, y_scale);
 }
@@ -75,7 +74,7 @@ bool dec_less_or_equal(typename PrimitiveTypeTraits<T>::ColumnItemType x,
 
 DECLARE_DECIMAL_COMPARISON(Decimal32, TYPE_DECIMAL32)
 DECLARE_DECIMAL_COMPARISON(Decimal64, TYPE_DECIMAL64)
-DECLARE_DECIMAL_COMPARISON(Decimal128V2, TYPE_DECIMALV2)
+DECLARE_DECIMAL_COMPARISON(DecimalV2Value, TYPE_DECIMALV2)
 DECLARE_DECIMAL_COMPARISON(Decimal256, TYPE_DECIMAL256)
 
 template <>
@@ -92,26 +91,26 @@ bool decimal_less_or_equal(Decimal128V3 x, Decimal128V3 y, UInt32 xs, UInt32 ys)
 }
 
 template <PrimitiveType Type>
-void Field::create_concrete(typename PrimitiveTypeTraits<Type>::NearestFieldType&& x) {
+void Field::create_concrete(typename PrimitiveTypeTraits<Type>::CppType&& x) {
     // In both Field and PODArray, small types may be stored as wider types,
     // e.g. char is stored as UInt64. Field can return this extended value
     // with get<StorageType>(). To avoid uninitialized results from get(),
     // we must initialize the entire wide stored type, and not just the
     // nominal type.
-    using StorageType = typename PrimitiveTypeTraits<Type>::NearestFieldType;
+    using StorageType = typename PrimitiveTypeTraits<Type>::CppType;
     new (&storage) StorageType(std::move(x));
     type = Type;
     DCHECK_NE(type, PrimitiveType::INVALID_TYPE);
 }
 
 template <PrimitiveType Type>
-void Field::create_concrete(const typename PrimitiveTypeTraits<Type>::NearestFieldType& x) {
+void Field::create_concrete(const typename PrimitiveTypeTraits<Type>::CppType& x) {
     // In both Field and PODArray, small types may be stored as wider types,
     // e.g. char is stored as UInt64. Field can return this extended value
     // with get<StorageType>(). To avoid uninitialized results from get(),
     // we must initialize the entire wide stored type, and not just the
     // nominal type.
-    using StorageType = typename PrimitiveTypeTraits<Type>::NearestFieldType;
+    using StorageType = typename PrimitiveTypeTraits<Type>::CppType;
     new (&storage) StorageType(x);
     type = Type;
     DCHECK_NE(type, PrimitiveType::INVALID_TYPE);
@@ -120,265 +119,311 @@ void Field::create_concrete(const typename PrimitiveTypeTraits<Type>::NearestFie
 void Field::create(Field&& field) {
     switch (field.type) {
     case PrimitiveType::TYPE_NULL:
-        create_concrete<TYPE_NULL>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_NULL>::NearestFieldType>()));
+        create_concrete<TYPE_NULL>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_NULL>::CppType>()));
         return;
     case PrimitiveType::TYPE_DATETIMEV2:
-        create_concrete<TYPE_DATETIMEV2>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::NearestFieldType>()));
+        create_concrete<TYPE_DATETIMEV2>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::CppType>()));
         return;
     case PrimitiveType::TYPE_DATEV2:
         create_concrete<TYPE_DATEV2>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_DATEV2>::NearestFieldType>()));
+                field.template get<typename PrimitiveTypeTraits<TYPE_DATEV2>::CppType>()));
         return;
     case PrimitiveType::TYPE_TIMESTAMPTZ:
-        create_concrete<TYPE_TIMESTAMPTZ>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_TIMESTAMPTZ>::NearestFieldType>()));
+        create_concrete<TYPE_TIMESTAMPTZ>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_TIMESTAMPTZ>::CppType>()));
         return;
     case PrimitiveType::TYPE_DATETIME:
+        create_concrete<TYPE_DATETIME>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_DATETIME>::CppType>()));
+        return;
     case PrimitiveType::TYPE_DATE:
+        create_concrete<TYPE_DATE>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_DATE>::CppType>()));
+        return;
     case PrimitiveType::TYPE_BOOLEAN:
+        create_concrete<TYPE_BOOLEAN>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_BOOLEAN>::CppType>()));
+        return;
     case PrimitiveType::TYPE_TINYINT:
+        create_concrete<TYPE_TINYINT>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_TINYINT>::CppType>()));
+        return;
     case PrimitiveType::TYPE_SMALLINT:
+        create_concrete<TYPE_SMALLINT>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_SMALLINT>::CppType>()));
+        return;
     case PrimitiveType::TYPE_INT:
+        create_concrete<TYPE_INT>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_INT>::CppType>()));
+        return;
     case PrimitiveType::TYPE_BIGINT:
         create_concrete<TYPE_BIGINT>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_BIGINT>::NearestFieldType>()));
+                field.template get<typename PrimitiveTypeTraits<TYPE_BIGINT>::CppType>()));
         return;
     case PrimitiveType::TYPE_LARGEINT:
-        create_concrete<TYPE_LARGEINT>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_LARGEINT>::NearestFieldType>()));
+        create_concrete<TYPE_LARGEINT>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_LARGEINT>::CppType>()));
         return;
     case PrimitiveType::TYPE_IPV4:
-        create_concrete<TYPE_IPV4>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_IPV4>::NearestFieldType>()));
+        create_concrete<TYPE_IPV4>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_IPV4>::CppType>()));
         return;
     case PrimitiveType::TYPE_IPV6:
-        create_concrete<TYPE_IPV6>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_IPV6>::NearestFieldType>()));
+        create_concrete<TYPE_IPV6>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_IPV6>::CppType>()));
         return;
     case PrimitiveType::TYPE_FLOAT:
+        create_concrete<TYPE_FLOAT>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_FLOAT>::CppType>()));
+        return;
     case PrimitiveType::TYPE_TIMEV2:
+        create_concrete<TYPE_TIMEV2>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_TIMEV2>::CppType>()));
+        return;
     case PrimitiveType::TYPE_DOUBLE:
         create_concrete<TYPE_DOUBLE>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_DOUBLE>::NearestFieldType>()));
+                field.template get<typename PrimitiveTypeTraits<TYPE_DOUBLE>::CppType>()));
         return;
     case PrimitiveType::TYPE_STRING:
         create_concrete<TYPE_STRING>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_STRING>::NearestFieldType>()));
+                field.template get<typename PrimitiveTypeTraits<TYPE_STRING>::CppType>()));
         return;
     case PrimitiveType::TYPE_CHAR:
-        create_concrete<TYPE_CHAR>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_CHAR>::NearestFieldType>()));
+        create_concrete<TYPE_CHAR>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_CHAR>::CppType>()));
         return;
     case PrimitiveType::TYPE_VARCHAR:
-        create_concrete<TYPE_VARCHAR>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_VARCHAR>::NearestFieldType>()));
+        create_concrete<TYPE_VARCHAR>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_VARCHAR>::CppType>()));
         return;
     case PrimitiveType::TYPE_JSONB:
-        create_concrete<TYPE_JSONB>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_JSONB>::NearestFieldType>()));
+        create_concrete<TYPE_JSONB>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_JSONB>::CppType>()));
         return;
     case PrimitiveType::TYPE_ARRAY:
-        create_concrete<TYPE_ARRAY>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_ARRAY>::NearestFieldType>()));
+        create_concrete<TYPE_ARRAY>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_ARRAY>::CppType>()));
         return;
     case PrimitiveType::TYPE_STRUCT:
         create_concrete<TYPE_STRUCT>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_STRUCT>::NearestFieldType>()));
+                field.template get<typename PrimitiveTypeTraits<TYPE_STRUCT>::CppType>()));
         return;
     case PrimitiveType::TYPE_MAP:
-        create_concrete<TYPE_MAP>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_MAP>::NearestFieldType>()));
+        create_concrete<TYPE_MAP>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_MAP>::CppType>()));
         return;
     case PrimitiveType::TYPE_DECIMAL32:
-        create_concrete<TYPE_DECIMAL32>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_DECIMAL32>::NearestFieldType>()));
+        create_concrete<TYPE_DECIMAL32>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL32>::CppType>()));
         return;
     case PrimitiveType::TYPE_DECIMAL64:
-        create_concrete<TYPE_DECIMAL64>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_DECIMAL64>::NearestFieldType>()));
+        create_concrete<TYPE_DECIMAL64>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL64>::CppType>()));
         return;
     case PrimitiveType::TYPE_DECIMALV2:
-        create_concrete<TYPE_DECIMALV2>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_DECIMALV2>::NearestFieldType>()));
+        create_concrete<TYPE_DECIMALV2>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMALV2>::CppType>()));
         return;
     case PrimitiveType::TYPE_DECIMAL128I:
-        create_concrete<TYPE_DECIMAL128I>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_DECIMAL128I>::NearestFieldType>()));
+        create_concrete<TYPE_DECIMAL128I>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL128I>::CppType>()));
         return;
     case PrimitiveType::TYPE_DECIMAL256:
-        create_concrete<TYPE_DECIMAL256>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_DECIMAL256>::NearestFieldType>()));
+        create_concrete<TYPE_DECIMAL256>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL256>::CppType>()));
         return;
     case PrimitiveType::TYPE_VARIANT:
-        create_concrete<TYPE_VARIANT>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_VARIANT>::NearestFieldType>()));
+        create_concrete<TYPE_VARIANT>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_VARIANT>::CppType>()));
         return;
     case PrimitiveType::TYPE_BITMAP:
         create_concrete<TYPE_BITMAP>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_BITMAP>::NearestFieldType>()));
+                field.template get<typename PrimitiveTypeTraits<TYPE_BITMAP>::CppType>()));
         return;
     case PrimitiveType::TYPE_HLL:
-        create_concrete<TYPE_HLL>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_HLL>::NearestFieldType>()));
+        create_concrete<TYPE_HLL>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_HLL>::CppType>()));
         return;
     case PrimitiveType::TYPE_QUANTILE_STATE:
-        create_concrete<TYPE_QUANTILE_STATE>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_QUANTILE_STATE>::NearestFieldType>()));
+        create_concrete<TYPE_QUANTILE_STATE>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_QUANTILE_STATE>::CppType>()));
         return;
     case PrimitiveType::TYPE_VARBINARY:
-        create_concrete<TYPE_VARBINARY>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_VARBINARY>::NearestFieldType>()));
+        create_concrete<TYPE_VARBINARY>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_VARBINARY>::CppType>()));
         return;
     default:
         throw Exception(Status::FatalError("type not supported, type={}", field.get_type_name()));
     }
 }
 
+Field::Field(const Field& rhs) {
+    create(rhs);
+}
+
+Field::Field(Field&& rhs) {
+    create(std::move(rhs));
+}
+
+Field& Field::operator=(const Field& rhs) {
+    if (this != &rhs) {
+        if (type != rhs.type) {
+            destroy();
+            create(rhs);
+        } else {
+            assign(rhs); /// This assigns string or vector without deallocation of existing buffer.
+        }
+    }
+    return *this;
+}
+
 void Field::create(const Field& field) {
     switch (field.type) {
     case PrimitiveType::TYPE_NULL:
         create_concrete<TYPE_NULL>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_NULL>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_NULL>::CppType>());
         return;
     case PrimitiveType::TYPE_DATETIMEV2:
         create_concrete<TYPE_DATETIMEV2>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::CppType>());
         return;
     case PrimitiveType::TYPE_DATEV2:
         create_concrete<TYPE_DATEV2>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_DATEV2>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DATEV2>::CppType>());
         return;
     case PrimitiveType::TYPE_TIMESTAMPTZ:
         create_concrete<TYPE_TIMESTAMPTZ>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_TIMESTAMPTZ>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_TIMESTAMPTZ>::CppType>());
         return;
     case PrimitiveType::TYPE_DATETIME:
+        create_concrete<TYPE_DATETIME>(
+                field.template get<typename PrimitiveTypeTraits<TYPE_DATETIME>::CppType>());
+        return;
     case PrimitiveType::TYPE_DATE:
+        create_concrete<TYPE_DATE>(
+                field.template get<typename PrimitiveTypeTraits<TYPE_DATE>::CppType>());
+        return;
     case PrimitiveType::TYPE_BOOLEAN:
+        create_concrete<TYPE_BOOLEAN>(
+                field.template get<typename PrimitiveTypeTraits<TYPE_BOOLEAN>::CppType>());
+        return;
     case PrimitiveType::TYPE_TINYINT:
+        create_concrete<TYPE_TINYINT>(
+                field.template get<typename PrimitiveTypeTraits<TYPE_TINYINT>::CppType>());
+        return;
     case PrimitiveType::TYPE_SMALLINT:
+        create_concrete<TYPE_SMALLINT>(
+                field.template get<typename PrimitiveTypeTraits<TYPE_SMALLINT>::CppType>());
+        return;
     case PrimitiveType::TYPE_INT:
+        create_concrete<TYPE_INT>(
+                field.template get<typename PrimitiveTypeTraits<TYPE_INT>::CppType>());
+        return;
     case PrimitiveType::TYPE_BIGINT:
         create_concrete<TYPE_BIGINT>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_BIGINT>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_BIGINT>::CppType>());
         return;
     case PrimitiveType::TYPE_LARGEINT:
         create_concrete<TYPE_LARGEINT>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_LARGEINT>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_LARGEINT>::CppType>());
         return;
     case PrimitiveType::TYPE_IPV4:
         create_concrete<TYPE_IPV4>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_IPV4>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_IPV4>::CppType>());
         return;
     case PrimitiveType::TYPE_IPV6:
         create_concrete<TYPE_IPV6>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_IPV6>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_IPV6>::CppType>());
         return;
     case PrimitiveType::TYPE_FLOAT:
+        create_concrete<TYPE_FLOAT>(
+                field.template get<typename PrimitiveTypeTraits<TYPE_FLOAT>::CppType>());
+        return;
     case PrimitiveType::TYPE_TIMEV2:
+        create_concrete<TYPE_TIMEV2>(
+                field.template get<typename PrimitiveTypeTraits<TYPE_TIMEV2>::CppType>());
+        return;
     case PrimitiveType::TYPE_DOUBLE:
         create_concrete<TYPE_DOUBLE>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_DOUBLE>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DOUBLE>::CppType>());
         return;
     case PrimitiveType::TYPE_STRING:
         create_concrete<TYPE_STRING>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_STRING>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_STRING>::CppType>());
         return;
     case PrimitiveType::TYPE_CHAR:
         create_concrete<TYPE_CHAR>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_CHAR>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_CHAR>::CppType>());
         return;
     case PrimitiveType::TYPE_VARCHAR:
         create_concrete<TYPE_VARCHAR>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_VARCHAR>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_VARCHAR>::CppType>());
         return;
     case PrimitiveType::TYPE_JSONB:
         create_concrete<TYPE_JSONB>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_JSONB>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_JSONB>::CppType>());
         return;
     case PrimitiveType::TYPE_ARRAY:
         create_concrete<TYPE_ARRAY>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_ARRAY>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_ARRAY>::CppType>());
         return;
     case PrimitiveType::TYPE_STRUCT:
         create_concrete<TYPE_STRUCT>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_STRUCT>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_STRUCT>::CppType>());
         return;
     case PrimitiveType::TYPE_MAP:
         create_concrete<TYPE_MAP>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_MAP>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_MAP>::CppType>());
         return;
     case PrimitiveType::TYPE_DECIMAL32:
         create_concrete<TYPE_DECIMAL32>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_DECIMAL32>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL32>::CppType>());
         return;
     case PrimitiveType::TYPE_DECIMAL64:
         create_concrete<TYPE_DECIMAL64>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_DECIMAL64>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL64>::CppType>());
         return;
     case PrimitiveType::TYPE_DECIMALV2:
         create_concrete<TYPE_DECIMALV2>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_DECIMALV2>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMALV2>::CppType>());
         return;
     case PrimitiveType::TYPE_DECIMAL128I:
         create_concrete<TYPE_DECIMAL128I>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_DECIMAL128I>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL128I>::CppType>());
         return;
     case PrimitiveType::TYPE_DECIMAL256:
         create_concrete<TYPE_DECIMAL256>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_DECIMAL256>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL256>::CppType>());
         return;
     case PrimitiveType::TYPE_VARIANT:
         create_concrete<TYPE_VARIANT>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_VARIANT>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_VARIANT>::CppType>());
         return;
     case PrimitiveType::TYPE_BITMAP:
         create_concrete<TYPE_BITMAP>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_BITMAP>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_BITMAP>::CppType>());
         return;
     case PrimitiveType::TYPE_HLL:
         create_concrete<TYPE_HLL>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_HLL>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_HLL>::CppType>());
         return;
     case PrimitiveType::TYPE_QUANTILE_STATE:
         create_concrete<TYPE_QUANTILE_STATE>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_QUANTILE_STATE>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_QUANTILE_STATE>::CppType>());
         return;
     case PrimitiveType::TYPE_UINT32:
         create_concrete<TYPE_UINT32>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_UINT32>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_UINT32>::CppType>());
         return;
     case PrimitiveType::TYPE_UINT64:
         create_concrete<TYPE_UINT64>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_UINT64>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_UINT64>::CppType>());
         return;
     case PrimitiveType::TYPE_VARBINARY:
         create_concrete<TYPE_VARBINARY>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_VARBINARY>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_VARBINARY>::CppType>());
         return;
     default:
         throw Exception(Status::FatalError("type not supported, type={}", field.get_type_name()));
@@ -388,40 +433,40 @@ void Field::create(const Field& field) {
 void Field::destroy() {
     switch (type) {
     case PrimitiveType::TYPE_STRING:
-        destroy<typename PrimitiveTypeTraits<TYPE_STRING>::NearestFieldType>();
+        destroy<typename PrimitiveTypeTraits<TYPE_STRING>::CppType>();
         break;
     case PrimitiveType::TYPE_CHAR:
-        destroy<typename PrimitiveTypeTraits<TYPE_CHAR>::NearestFieldType>();
+        destroy<typename PrimitiveTypeTraits<TYPE_CHAR>::CppType>();
         break;
     case PrimitiveType::TYPE_VARCHAR:
-        destroy<typename PrimitiveTypeTraits<TYPE_VARCHAR>::NearestFieldType>();
+        destroy<typename PrimitiveTypeTraits<TYPE_VARCHAR>::CppType>();
         break;
     case PrimitiveType::TYPE_JSONB:
-        destroy<typename PrimitiveTypeTraits<TYPE_JSONB>::NearestFieldType>();
+        destroy<typename PrimitiveTypeTraits<TYPE_JSONB>::CppType>();
         break;
     case PrimitiveType::TYPE_ARRAY:
-        destroy<typename PrimitiveTypeTraits<TYPE_ARRAY>::NearestFieldType>();
+        destroy<typename PrimitiveTypeTraits<TYPE_ARRAY>::CppType>();
         break;
     case PrimitiveType::TYPE_STRUCT:
-        destroy<typename PrimitiveTypeTraits<TYPE_STRUCT>::NearestFieldType>();
+        destroy<typename PrimitiveTypeTraits<TYPE_STRUCT>::CppType>();
         break;
     case PrimitiveType::TYPE_MAP:
-        destroy<typename PrimitiveTypeTraits<TYPE_MAP>::NearestFieldType>();
+        destroy<typename PrimitiveTypeTraits<TYPE_MAP>::CppType>();
         break;
     case PrimitiveType::TYPE_VARIANT:
-        destroy<typename PrimitiveTypeTraits<TYPE_VARIANT>::NearestFieldType>();
+        destroy<typename PrimitiveTypeTraits<TYPE_VARIANT>::CppType>();
         break;
     case PrimitiveType::TYPE_BITMAP:
-        destroy<typename PrimitiveTypeTraits<TYPE_BITMAP>::NearestFieldType>();
+        destroy<typename PrimitiveTypeTraits<TYPE_BITMAP>::CppType>();
         break;
     case PrimitiveType::TYPE_HLL:
-        destroy<typename PrimitiveTypeTraits<TYPE_HLL>::NearestFieldType>();
+        destroy<typename PrimitiveTypeTraits<TYPE_HLL>::CppType>();
         break;
     case PrimitiveType::TYPE_QUANTILE_STATE:
-        destroy<typename PrimitiveTypeTraits<TYPE_QUANTILE_STATE>::NearestFieldType>();
+        destroy<typename PrimitiveTypeTraits<TYPE_QUANTILE_STATE>::CppType>();
         break;
     case PrimitiveType::TYPE_VARBINARY:
-        destroy<typename PrimitiveTypeTraits<TYPE_VARBINARY>::NearestFieldType>();
+        destroy<typename PrimitiveTypeTraits<TYPE_VARBINARY>::CppType>();
         break;
     default:
         break;
@@ -434,133 +479,140 @@ void Field::destroy() {
 void Field::assign(Field&& field) {
     switch (field.type) {
     case PrimitiveType::TYPE_NULL:
-        assign_concrete<TYPE_NULL>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_NULL>::NearestFieldType>()));
+        assign_concrete<TYPE_NULL>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_NULL>::CppType>()));
         return;
     case PrimitiveType::TYPE_DATETIMEV2:
-        assign_concrete<TYPE_DATETIMEV2>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::NearestFieldType>()));
+        assign_concrete<TYPE_DATETIMEV2>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::CppType>()));
         return;
     case PrimitiveType::TYPE_DATETIME:
-        assign_concrete<TYPE_DATETIME>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_DATETIME>::NearestFieldType>()));
+        assign_concrete<TYPE_DATETIME>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_DATETIME>::CppType>()));
         return;
     case PrimitiveType::TYPE_DATE:
-        assign_concrete<TYPE_DATE>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_DATE>::NearestFieldType>()));
+        assign_concrete<TYPE_DATE>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_DATE>::CppType>()));
         return;
     case PrimitiveType::TYPE_DATEV2:
         assign_concrete<TYPE_DATEV2>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_DATEV2>::NearestFieldType>()));
+                field.template get<typename PrimitiveTypeTraits<TYPE_DATEV2>::CppType>()));
         return;
     case PrimitiveType::TYPE_TIMESTAMPTZ:
-        assign_concrete<TYPE_TIMESTAMPTZ>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_TIMESTAMPTZ>::NearestFieldType>()));
+        assign_concrete<TYPE_TIMESTAMPTZ>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_TIMESTAMPTZ>::CppType>()));
         return;
     case PrimitiveType::TYPE_BOOLEAN:
+        assign_concrete<TYPE_BOOLEAN>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_BOOLEAN>::CppType>()));
+        return;
     case PrimitiveType::TYPE_TINYINT:
+        assign_concrete<TYPE_TINYINT>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_TINYINT>::CppType>()));
+        return;
     case PrimitiveType::TYPE_SMALLINT:
+        assign_concrete<TYPE_SMALLINT>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_SMALLINT>::CppType>()));
+        return;
     case PrimitiveType::TYPE_INT:
+        assign_concrete<TYPE_INT>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_INT>::CppType>()));
+        return;
     case PrimitiveType::TYPE_BIGINT:
         assign_concrete<TYPE_BIGINT>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_BIGINT>::NearestFieldType>()));
+                field.template get<typename PrimitiveTypeTraits<TYPE_BIGINT>::CppType>()));
         return;
     case PrimitiveType::TYPE_LARGEINT:
-        assign_concrete<TYPE_LARGEINT>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_LARGEINT>::NearestFieldType>()));
+        assign_concrete<TYPE_LARGEINT>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_LARGEINT>::CppType>()));
         return;
     case PrimitiveType::TYPE_IPV4:
-        assign_concrete<TYPE_IPV4>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_IPV4>::NearestFieldType>()));
+        assign_concrete<TYPE_IPV4>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_IPV4>::CppType>()));
         return;
     case PrimitiveType::TYPE_IPV6:
-        assign_concrete<TYPE_IPV6>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_IPV6>::NearestFieldType>()));
+        assign_concrete<TYPE_IPV6>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_IPV6>::CppType>()));
+        return;
+    case PrimitiveType::TYPE_FLOAT:
+        assign_concrete<TYPE_FLOAT>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_FLOAT>::CppType>()));
+        return;
+    case PrimitiveType::TYPE_TIMEV2:
+        assign_concrete<TYPE_TIMEV2>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_TIMEV2>::CppType>()));
         return;
     case PrimitiveType::TYPE_DOUBLE:
         assign_concrete<TYPE_DOUBLE>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_DOUBLE>::NearestFieldType>()));
+                field.template get<typename PrimitiveTypeTraits<TYPE_DOUBLE>::CppType>()));
         return;
     case PrimitiveType::TYPE_STRING:
         assign_concrete<TYPE_STRING>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_STRING>::NearestFieldType>()));
+                field.template get<typename PrimitiveTypeTraits<TYPE_STRING>::CppType>()));
         return;
     case PrimitiveType::TYPE_CHAR:
-        assign_concrete<TYPE_CHAR>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_CHAR>::NearestFieldType>()));
+        assign_concrete<TYPE_CHAR>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_CHAR>::CppType>()));
         return;
     case PrimitiveType::TYPE_VARCHAR:
-        assign_concrete<TYPE_VARCHAR>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_VARCHAR>::NearestFieldType>()));
+        assign_concrete<TYPE_VARCHAR>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_VARCHAR>::CppType>()));
         return;
     case PrimitiveType::TYPE_JSONB:
-        assign_concrete<TYPE_JSONB>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_JSONB>::NearestFieldType>()));
+        assign_concrete<TYPE_JSONB>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_JSONB>::CppType>()));
         return;
     case PrimitiveType::TYPE_ARRAY:
-        assign_concrete<TYPE_ARRAY>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_ARRAY>::NearestFieldType>()));
+        assign_concrete<TYPE_ARRAY>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_ARRAY>::CppType>()));
         return;
     case PrimitiveType::TYPE_STRUCT:
         assign_concrete<TYPE_STRUCT>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_STRUCT>::NearestFieldType>()));
+                field.template get<typename PrimitiveTypeTraits<TYPE_STRUCT>::CppType>()));
         return;
     case PrimitiveType::TYPE_MAP:
-        assign_concrete<TYPE_MAP>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_MAP>::NearestFieldType>()));
+        assign_concrete<TYPE_MAP>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_MAP>::CppType>()));
         return;
     case PrimitiveType::TYPE_DECIMAL32:
-        assign_concrete<TYPE_DECIMAL32>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_DECIMAL32>::NearestFieldType>()));
+        assign_concrete<TYPE_DECIMAL32>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL32>::CppType>()));
         return;
     case PrimitiveType::TYPE_DECIMAL64:
-        assign_concrete<TYPE_DECIMAL64>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_DECIMAL64>::NearestFieldType>()));
+        assign_concrete<TYPE_DECIMAL64>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL64>::CppType>()));
         return;
     case PrimitiveType::TYPE_DECIMALV2:
-        assign_concrete<TYPE_DECIMALV2>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_DECIMALV2>::NearestFieldType>()));
+        assign_concrete<TYPE_DECIMALV2>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMALV2>::CppType>()));
         return;
     case PrimitiveType::TYPE_DECIMAL128I:
-        assign_concrete<TYPE_DECIMAL128I>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_DECIMAL128I>::NearestFieldType>()));
+        assign_concrete<TYPE_DECIMAL128I>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL128I>::CppType>()));
         return;
     case PrimitiveType::TYPE_DECIMAL256:
-        assign_concrete<TYPE_DECIMAL256>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_DECIMAL256>::NearestFieldType>()));
+        assign_concrete<TYPE_DECIMAL256>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL256>::CppType>()));
         return;
     case PrimitiveType::TYPE_VARIANT:
-        assign_concrete<TYPE_VARIANT>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_VARIANT>::NearestFieldType>()));
+        assign_concrete<TYPE_VARIANT>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_VARIANT>::CppType>()));
         return;
     case PrimitiveType::TYPE_BITMAP:
         assign_concrete<TYPE_BITMAP>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_BITMAP>::NearestFieldType>()));
+                field.template get<typename PrimitiveTypeTraits<TYPE_BITMAP>::CppType>()));
         return;
     case PrimitiveType::TYPE_HLL:
-        assign_concrete<TYPE_HLL>(std::move(
-                field.template get<typename PrimitiveTypeTraits<TYPE_HLL>::NearestFieldType>()));
+        assign_concrete<TYPE_HLL>(
+                std::move(field.template get<typename PrimitiveTypeTraits<TYPE_HLL>::CppType>()));
         return;
     case PrimitiveType::TYPE_QUANTILE_STATE:
-        assign_concrete<TYPE_QUANTILE_STATE>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_QUANTILE_STATE>::NearestFieldType>()));
+        assign_concrete<TYPE_QUANTILE_STATE>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_QUANTILE_STATE>::CppType>()));
         return;
     case PrimitiveType::TYPE_VARBINARY:
-        assign_concrete<TYPE_VARBINARY>(
-                std::move(field.template get<
-                          typename PrimitiveTypeTraits<TYPE_VARBINARY>::NearestFieldType>()));
+        assign_concrete<TYPE_VARBINARY>(std::move(
+                field.template get<typename PrimitiveTypeTraits<TYPE_VARBINARY>::CppType>()));
         return;
     default:
         throw Exception(Status::FatalError("type not supported, type={}", field.get_type_name()));
@@ -571,138 +623,147 @@ void Field::assign(const Field& field) {
     switch (field.type) {
     case PrimitiveType::TYPE_NULL:
         assign_concrete<TYPE_NULL>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_NULL>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_NULL>::CppType>());
         return;
     case PrimitiveType::TYPE_DATETIMEV2:
         assign_concrete<TYPE_DATETIMEV2>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::CppType>());
         return;
     case PrimitiveType::TYPE_DATETIME:
         assign_concrete<TYPE_DATETIME>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_DATETIME>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DATETIME>::CppType>());
         return;
     case PrimitiveType::TYPE_DATE:
         assign_concrete<TYPE_DATE>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_DATE>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DATE>::CppType>());
         return;
     case PrimitiveType::TYPE_DATEV2:
         assign_concrete<TYPE_DATEV2>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_DATEV2>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DATEV2>::CppType>());
         return;
     case PrimitiveType::TYPE_TIMESTAMPTZ:
         assign_concrete<TYPE_TIMESTAMPTZ>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_TIMESTAMPTZ>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_TIMESTAMPTZ>::CppType>());
         return;
     case PrimitiveType::TYPE_BOOLEAN:
+        assign_concrete<TYPE_BOOLEAN>(
+                field.template get<typename PrimitiveTypeTraits<TYPE_BOOLEAN>::CppType>());
+        return;
     case PrimitiveType::TYPE_TINYINT:
+        assign_concrete<TYPE_TINYINT>(
+                field.template get<typename PrimitiveTypeTraits<TYPE_TINYINT>::CppType>());
+        return;
     case PrimitiveType::TYPE_SMALLINT:
+        assign_concrete<TYPE_SMALLINT>(
+                field.template get<typename PrimitiveTypeTraits<TYPE_SMALLINT>::CppType>());
+        return;
     case PrimitiveType::TYPE_INT:
+        assign_concrete<TYPE_INT>(
+                field.template get<typename PrimitiveTypeTraits<TYPE_INT>::CppType>());
+        return;
     case PrimitiveType::TYPE_BIGINT:
         assign_concrete<TYPE_BIGINT>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_BIGINT>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_BIGINT>::CppType>());
         return;
     case PrimitiveType::TYPE_LARGEINT:
         assign_concrete<TYPE_LARGEINT>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_LARGEINT>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_LARGEINT>::CppType>());
         return;
     case PrimitiveType::TYPE_IPV4:
         assign_concrete<TYPE_IPV4>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_IPV4>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_IPV4>::CppType>());
         return;
     case PrimitiveType::TYPE_IPV6:
         assign_concrete<TYPE_IPV6>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_IPV6>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_IPV6>::CppType>());
+        return;
+    case PrimitiveType::TYPE_FLOAT:
+        assign_concrete<TYPE_FLOAT>(
+                field.template get<typename PrimitiveTypeTraits<TYPE_FLOAT>::CppType>());
+        return;
+    case PrimitiveType::TYPE_TIMEV2:
+        assign_concrete<TYPE_TIMEV2>(
+                field.template get<typename PrimitiveTypeTraits<TYPE_TIMEV2>::CppType>());
         return;
     case PrimitiveType::TYPE_DOUBLE:
         assign_concrete<TYPE_DOUBLE>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_DOUBLE>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DOUBLE>::CppType>());
         return;
     case PrimitiveType::TYPE_STRING:
         assign_concrete<TYPE_STRING>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_STRING>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_STRING>::CppType>());
         return;
     case PrimitiveType::TYPE_CHAR:
         assign_concrete<TYPE_CHAR>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_CHAR>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_CHAR>::CppType>());
         return;
     case PrimitiveType::TYPE_VARCHAR:
         assign_concrete<TYPE_VARCHAR>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_VARCHAR>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_VARCHAR>::CppType>());
         return;
     case PrimitiveType::TYPE_JSONB:
         assign_concrete<TYPE_JSONB>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_JSONB>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_JSONB>::CppType>());
         return;
     case PrimitiveType::TYPE_ARRAY:
         assign_concrete<TYPE_ARRAY>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_ARRAY>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_ARRAY>::CppType>());
         return;
     case PrimitiveType::TYPE_STRUCT:
         assign_concrete<TYPE_STRUCT>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_STRUCT>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_STRUCT>::CppType>());
         return;
     case PrimitiveType::TYPE_MAP:
         assign_concrete<TYPE_MAP>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_MAP>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_MAP>::CppType>());
         return;
     case PrimitiveType::TYPE_DECIMAL32:
         assign_concrete<TYPE_DECIMAL32>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_DECIMAL32>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL32>::CppType>());
         return;
     case PrimitiveType::TYPE_DECIMAL64:
         assign_concrete<TYPE_DECIMAL64>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_DECIMAL64>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL64>::CppType>());
         return;
     case PrimitiveType::TYPE_DECIMALV2:
         assign_concrete<TYPE_DECIMALV2>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_DECIMALV2>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMALV2>::CppType>());
         return;
     case PrimitiveType::TYPE_DECIMAL128I:
         assign_concrete<TYPE_DECIMAL128I>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_DECIMAL128I>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL128I>::CppType>());
         return;
     case PrimitiveType::TYPE_DECIMAL256:
         assign_concrete<TYPE_DECIMAL256>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_DECIMAL256>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL256>::CppType>());
         return;
     case PrimitiveType::TYPE_VARIANT:
         assign_concrete<TYPE_VARIANT>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_VARIANT>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_VARIANT>::CppType>());
         return;
     case PrimitiveType::TYPE_BITMAP:
         assign_concrete<TYPE_BITMAP>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_BITMAP>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_BITMAP>::CppType>());
         return;
     case PrimitiveType::TYPE_HLL:
         assign_concrete<TYPE_HLL>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_HLL>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_HLL>::CppType>());
         return;
     case PrimitiveType::TYPE_QUANTILE_STATE:
         assign_concrete<TYPE_QUANTILE_STATE>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_QUANTILE_STATE>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_QUANTILE_STATE>::CppType>());
         return;
     case PrimitiveType::TYPE_UINT32:
         assign_concrete<TYPE_UINT32>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_UINT32>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_UINT32>::CppType>());
         return;
     case PrimitiveType::TYPE_UINT64:
         assign_concrete<TYPE_UINT64>(
-                field.template get<typename PrimitiveTypeTraits<TYPE_UINT64>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_UINT64>::CppType>());
         return;
     case PrimitiveType::TYPE_VARBINARY:
         assign_concrete<TYPE_VARBINARY>(
-                field.template get<
-                        typename PrimitiveTypeTraits<TYPE_VARBINARY>::NearestFieldType>());
+                field.template get<typename PrimitiveTypeTraits<TYPE_VARBINARY>::CppType>());
         return;
     default:
         throw Exception(Status::FatalError("type not supported, type={}", field.get_type_name()));
@@ -711,27 +772,25 @@ void Field::assign(const Field& field) {
 
 /// Assuming same types.
 template <PrimitiveType Type>
-void Field::assign_concrete(typename PrimitiveTypeTraits<Type>::NearestFieldType&& x) {
-    auto* MAY_ALIAS ptr =
-            reinterpret_cast<typename PrimitiveTypeTraits<Type>::NearestFieldType*>(&storage);
-    *ptr = std::forward<typename PrimitiveTypeTraits<Type>::NearestFieldType>(x);
+void Field::assign_concrete(typename PrimitiveTypeTraits<Type>::CppType&& x) {
+    auto* MAY_ALIAS ptr = reinterpret_cast<typename PrimitiveTypeTraits<Type>::CppType*>(&storage);
+    *ptr = std::forward<typename PrimitiveTypeTraits<Type>::CppType>(x);
 }
 
 template <PrimitiveType Type>
-void Field::assign_concrete(const typename PrimitiveTypeTraits<Type>::NearestFieldType& x) {
-    auto* MAY_ALIAS ptr =
-            reinterpret_cast<typename PrimitiveTypeTraits<Type>::NearestFieldType*>(&storage);
-    *ptr = std::forward<const typename PrimitiveTypeTraits<Type>::NearestFieldType>(x);
+void Field::assign_concrete(const typename PrimitiveTypeTraits<Type>::CppType& x) {
+    auto* MAY_ALIAS ptr = reinterpret_cast<typename PrimitiveTypeTraits<Type>::CppType*>(&storage);
+    *ptr = std::forward<const typename PrimitiveTypeTraits<Type>::CppType>(x);
 }
 
 std::string Field::get_type_name() const {
     return type_to_string(type);
 }
 
-#define MATCH_PRIMITIVE_TYPE(primite_type)                                                   \
-    if (type == primite_type) {                                                              \
-        const auto& v = get<typename PrimitiveTypeTraits<primite_type>::NearestFieldType>(); \
-        return std::string_view(reinterpret_cast<const char*>(&v), sizeof(v));               \
+#define MATCH_PRIMITIVE_TYPE(primite_type)                                          \
+    if (type == primite_type) {                                                     \
+        const auto& v = get<typename PrimitiveTypeTraits<primite_type>::CppType>(); \
+        return std::string_view(reinterpret_cast<const char*>(&v), sizeof(v));      \
     }
 
 std::string_view Field::as_string_view() const {
@@ -792,214 +851,155 @@ std::string_view Field::as_string_view() const {
 
 #undef MATCH_PRIMITIVE_TYPE
 
-#define MATCH_NUMBER_TYPE(primite_type)                                                      \
-    if (type == primite_type) {                                                              \
-        const auto& v = get<typename PrimitiveTypeTraits<primite_type>::NearestFieldType>(); \
-        return CastToString::from_number(v);                                                 \
-    }
-
-#define MATCH_DECIMAL_TYPE(primite_type)                                                     \
-    if (type == primite_type) {                                                              \
-        const auto& v = get<typename PrimitiveTypeTraits<primite_type>::NearestFieldType>(); \
-        return CastToString::from_decimal(v.get_value(), v.get_scale());                     \
-    }
-
-std::string Field::to_string() const {
-    if (type == PrimitiveType::TYPE_STRING || type == PrimitiveType::TYPE_VARCHAR ||
-        type == PrimitiveType::TYPE_CHAR) {
-        const auto& s = get<String>();
-        return {s.data(), s.size()};
-    }
-    if (type == PrimitiveType::TYPE_VARBINARY) {
-        const auto& svf = get<StringViewField>();
-        return {svf.data(), svf.size()};
-    }
-    MATCH_DECIMAL_TYPE(TYPE_DECIMAL32);
-    MATCH_DECIMAL_TYPE(TYPE_DECIMAL64);
-    MATCH_DECIMAL_TYPE(TYPE_DECIMALV2);
-    MATCH_DECIMAL_TYPE(TYPE_DECIMAL128I);
-    MATCH_DECIMAL_TYPE(TYPE_DECIMAL256);
-
-    if (type == TYPE_DATE || type == TYPE_DATETIME) {
-        const auto& v = binary_cast<int64_t, doris::VecDateTimeValue>(
-                get<typename PrimitiveTypeTraits<TYPE_DATE>::NearestFieldType>());
-        return CastToString::from_date_or_datetime(v);
-    }
-    if (type == TYPE_DATEV2) {
-        const auto& v = binary_cast<uint32_t, DateV2Value<DateV2ValueType>>(
-                (uint32_t)get<typename PrimitiveTypeTraits<TYPE_DATEV2>::NearestFieldType>());
-        return CastToString::from_datev2(v);
-    }
-    if (type == TYPE_DATETIMEV2) {
-        const auto& v = binary_cast<uint64_t, DateV2Value<DateTimeV2ValueType>>(
-                (uint64_t)get<typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::NearestFieldType>());
-        return CastToString::from_datetimev2(v);
-    }
-    if (type == TYPE_TIMESTAMPTZ) {
-        const auto& v = binary_cast<uint64_t, TimestampTzValue>(
-                (uint64_t)get<typename PrimitiveTypeTraits<TYPE_TIMESTAMPTZ>::NearestFieldType>());
-        return CastToString::from_timestamptz(v, 6);
-    }
-    MATCH_NUMBER_TYPE(TYPE_BOOLEAN);
-    MATCH_NUMBER_TYPE(TYPE_TINYINT);
-    MATCH_NUMBER_TYPE(TYPE_SMALLINT);
-    MATCH_NUMBER_TYPE(TYPE_INT);
-    MATCH_NUMBER_TYPE(TYPE_BIGINT);
-    MATCH_NUMBER_TYPE(TYPE_LARGEINT);
-    MATCH_NUMBER_TYPE(TYPE_FLOAT);
-    MATCH_NUMBER_TYPE(TYPE_DOUBLE);
-    throw Exception(
-            Status::FatalError("type not supported for to_string, type={}", get_type_name()));
-}
-
-#undef MATCH_NUMBER_TYPE
-#undef MATCH_DECIMAL_TYPE
-
-#define DECLARE_FUNCTION(FUNC_NAME)                                                          \
-    template void Field::FUNC_NAME<TYPE_NULL>(                                               \
-            typename PrimitiveTypeTraits<TYPE_NULL>::NearestFieldType && rhs);               \
-    template void Field::FUNC_NAME<TYPE_TINYINT>(                                            \
-            typename PrimitiveTypeTraits<TYPE_TINYINT>::NearestFieldType && rhs);            \
-    template void Field::FUNC_NAME<TYPE_SMALLINT>(                                           \
-            typename PrimitiveTypeTraits<TYPE_SMALLINT>::NearestFieldType && rhs);           \
-    template void Field::FUNC_NAME<TYPE_INT>(                                                \
-            typename PrimitiveTypeTraits<TYPE_INT>::NearestFieldType && rhs);                \
-    template void Field::FUNC_NAME<TYPE_BIGINT>(                                             \
-            typename PrimitiveTypeTraits<TYPE_BIGINT>::NearestFieldType && rhs);             \
-    template void Field::FUNC_NAME<TYPE_LARGEINT>(                                           \
-            typename PrimitiveTypeTraits<TYPE_LARGEINT>::NearestFieldType && rhs);           \
-    template void Field::FUNC_NAME<TYPE_DATE>(                                               \
-            typename PrimitiveTypeTraits<TYPE_DATE>::NearestFieldType && rhs);               \
-    template void Field::FUNC_NAME<TYPE_DATETIME>(                                           \
-            typename PrimitiveTypeTraits<TYPE_DATETIME>::NearestFieldType && rhs);           \
-    template void Field::FUNC_NAME<TYPE_DATEV2>(                                             \
-            typename PrimitiveTypeTraits<TYPE_DATEV2>::NearestFieldType && rhs);             \
-    template void Field::FUNC_NAME<TYPE_DATETIMEV2>(                                         \
-            typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::NearestFieldType && rhs);         \
-    template void Field::FUNC_NAME<TYPE_DECIMAL32>(                                          \
-            typename PrimitiveTypeTraits<TYPE_DECIMAL32>::NearestFieldType && rhs);          \
-    template void Field::FUNC_NAME<TYPE_DECIMAL64>(                                          \
-            typename PrimitiveTypeTraits<TYPE_DECIMAL64>::NearestFieldType && rhs);          \
-    template void Field::FUNC_NAME<TYPE_DECIMALV2>(                                          \
-            typename PrimitiveTypeTraits<TYPE_DECIMALV2>::NearestFieldType && rhs);          \
-    template void Field::FUNC_NAME<TYPE_DECIMAL128I>(                                        \
-            typename PrimitiveTypeTraits<TYPE_DECIMAL128I>::NearestFieldType && rhs);        \
-    template void Field::FUNC_NAME<TYPE_DECIMAL256>(                                         \
-            typename PrimitiveTypeTraits<TYPE_DECIMAL256>::NearestFieldType && rhs);         \
-    template void Field::FUNC_NAME<TYPE_CHAR>(                                               \
-            typename PrimitiveTypeTraits<TYPE_CHAR>::NearestFieldType && rhs);               \
-    template void Field::FUNC_NAME<TYPE_VARCHAR>(                                            \
-            typename PrimitiveTypeTraits<TYPE_VARCHAR>::NearestFieldType && rhs);            \
-    template void Field::FUNC_NAME<TYPE_STRING>(                                             \
-            typename PrimitiveTypeTraits<TYPE_STRING>::NearestFieldType && rhs);             \
-    template void Field::FUNC_NAME<TYPE_VARBINARY>(                                          \
-            typename PrimitiveTypeTraits<TYPE_VARBINARY>::NearestFieldType && rhs);          \
-    template void Field::FUNC_NAME<TYPE_HLL>(                                                \
-            typename PrimitiveTypeTraits<TYPE_HLL>::NearestFieldType && rhs);                \
-    template void Field::FUNC_NAME<TYPE_VARIANT>(                                            \
-            typename PrimitiveTypeTraits<TYPE_VARIANT>::NearestFieldType && rhs);            \
-    template void Field::FUNC_NAME<TYPE_QUANTILE_STATE>(                                     \
-            typename PrimitiveTypeTraits<TYPE_QUANTILE_STATE>::NearestFieldType && rhs);     \
-    template void Field::FUNC_NAME<TYPE_ARRAY>(                                              \
-            typename PrimitiveTypeTraits<TYPE_ARRAY>::NearestFieldType && rhs);              \
-    template void Field::FUNC_NAME<TYPE_NULL>(                                               \
-            const typename PrimitiveTypeTraits<TYPE_NULL>::NearestFieldType& rhs);           \
-    template void Field::FUNC_NAME<TYPE_TINYINT>(                                            \
-            const typename PrimitiveTypeTraits<TYPE_TINYINT>::NearestFieldType& rhs);        \
-    template void Field::FUNC_NAME<TYPE_SMALLINT>(                                           \
-            const typename PrimitiveTypeTraits<TYPE_SMALLINT>::NearestFieldType& rhs);       \
-    template void Field::FUNC_NAME<TYPE_INT>(                                                \
-            const typename PrimitiveTypeTraits<TYPE_INT>::NearestFieldType& rhs);            \
-    template void Field::FUNC_NAME<TYPE_BIGINT>(                                             \
-            const typename PrimitiveTypeTraits<TYPE_BIGINT>::NearestFieldType& rhs);         \
-    template void Field::FUNC_NAME<TYPE_LARGEINT>(                                           \
-            const typename PrimitiveTypeTraits<TYPE_LARGEINT>::NearestFieldType& rhs);       \
-    template void Field::FUNC_NAME<TYPE_DATE>(                                               \
-            const typename PrimitiveTypeTraits<TYPE_DATE>::NearestFieldType& rhs);           \
-    template void Field::FUNC_NAME<TYPE_DATETIME>(                                           \
-            const typename PrimitiveTypeTraits<TYPE_DATETIME>::NearestFieldType& rhs);       \
-    template void Field::FUNC_NAME<TYPE_DATEV2>(                                             \
-            const typename PrimitiveTypeTraits<TYPE_DATEV2>::NearestFieldType& rhs);         \
-    template void Field::FUNC_NAME<TYPE_DATETIMEV2>(                                         \
-            const typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::NearestFieldType& rhs);     \
-    template void Field::FUNC_NAME<TYPE_TIMESTAMPTZ>(                                        \
-            const typename PrimitiveTypeTraits<TYPE_TIMESTAMPTZ>::NearestFieldType& rhs);    \
-    template void Field::FUNC_NAME<TYPE_TIMESTAMPTZ>(                                        \
-            typename PrimitiveTypeTraits<TYPE_TIMESTAMPTZ>::NearestFieldType && rhs);        \
-    template void Field::FUNC_NAME<TYPE_DECIMAL32>(                                          \
-            const typename PrimitiveTypeTraits<TYPE_DECIMAL32>::NearestFieldType& rhs);      \
-    template void Field::FUNC_NAME<TYPE_DECIMAL64>(                                          \
-            const typename PrimitiveTypeTraits<TYPE_DECIMAL64>::NearestFieldType& rhs);      \
-    template void Field::FUNC_NAME<TYPE_DECIMALV2>(                                          \
-            const typename PrimitiveTypeTraits<TYPE_DECIMALV2>::NearestFieldType& rhs);      \
-    template void Field::FUNC_NAME<TYPE_DECIMAL128I>(                                        \
-            const typename PrimitiveTypeTraits<TYPE_DECIMAL128I>::NearestFieldType& rhs);    \
-    template void Field::FUNC_NAME<TYPE_DECIMAL256>(                                         \
-            const typename PrimitiveTypeTraits<TYPE_DECIMAL256>::NearestFieldType& rhs);     \
-    template void Field::FUNC_NAME<TYPE_CHAR>(                                               \
-            const typename PrimitiveTypeTraits<TYPE_CHAR>::NearestFieldType& rhs);           \
-    template void Field::FUNC_NAME<TYPE_VARCHAR>(                                            \
-            const typename PrimitiveTypeTraits<TYPE_VARCHAR>::NearestFieldType& rhs);        \
-    template void Field::FUNC_NAME<TYPE_STRING>(                                             \
-            const typename PrimitiveTypeTraits<TYPE_STRING>::NearestFieldType& rhs);         \
-    template void Field::FUNC_NAME<TYPE_VARBINARY>(                                          \
-            const typename PrimitiveTypeTraits<TYPE_VARBINARY>::NearestFieldType& rhs);      \
-    template void Field::FUNC_NAME<TYPE_HLL>(                                                \
-            const typename PrimitiveTypeTraits<TYPE_HLL>::NearestFieldType& rhs);            \
-    template void Field::FUNC_NAME<TYPE_VARIANT>(                                            \
-            const typename PrimitiveTypeTraits<TYPE_VARIANT>::NearestFieldType& rhs);        \
-    template void Field::FUNC_NAME<TYPE_QUANTILE_STATE>(                                     \
-            const typename PrimitiveTypeTraits<TYPE_QUANTILE_STATE>::NearestFieldType& rhs); \
-    template void Field::FUNC_NAME<TYPE_ARRAY>(                                              \
-            const typename PrimitiveTypeTraits<TYPE_ARRAY>::NearestFieldType& rhs);          \
-    template void Field::FUNC_NAME<TYPE_IPV4>(                                               \
-            typename PrimitiveTypeTraits<TYPE_IPV4>::NearestFieldType && rhs);               \
-    template void Field::FUNC_NAME<TYPE_IPV4>(                                               \
-            const typename PrimitiveTypeTraits<TYPE_IPV4>::NearestFieldType& rhs);           \
-    template void Field::FUNC_NAME<TYPE_IPV6>(                                               \
-            typename PrimitiveTypeTraits<TYPE_IPV6>::NearestFieldType && rhs);               \
-    template void Field::FUNC_NAME<TYPE_IPV6>(                                               \
-            const typename PrimitiveTypeTraits<TYPE_IPV6>::NearestFieldType& rhs);           \
-    template void Field::FUNC_NAME<TYPE_BOOLEAN>(                                            \
-            typename PrimitiveTypeTraits<TYPE_BOOLEAN>::NearestFieldType && rhs);            \
-    template void Field::FUNC_NAME<TYPE_BOOLEAN>(                                            \
-            const typename PrimitiveTypeTraits<TYPE_BOOLEAN>::NearestFieldType& rhs);        \
-    template void Field::FUNC_NAME<TYPE_FLOAT>(                                              \
-            typename PrimitiveTypeTraits<TYPE_FLOAT>::NearestFieldType && rhs);              \
-    template void Field::FUNC_NAME<TYPE_FLOAT>(                                              \
-            const typename PrimitiveTypeTraits<TYPE_FLOAT>::NearestFieldType& rhs);          \
-    template void Field::FUNC_NAME<TYPE_DOUBLE>(                                             \
-            typename PrimitiveTypeTraits<TYPE_DOUBLE>::NearestFieldType && rhs);             \
-    template void Field::FUNC_NAME<TYPE_DOUBLE>(                                             \
-            const typename PrimitiveTypeTraits<TYPE_DOUBLE>::NearestFieldType& rhs);         \
-    template void Field::FUNC_NAME<TYPE_JSONB>(                                              \
-            typename PrimitiveTypeTraits<TYPE_JSONB>::NearestFieldType && rhs);              \
-    template void Field::FUNC_NAME<TYPE_JSONB>(                                              \
-            const typename PrimitiveTypeTraits<TYPE_JSONB>::NearestFieldType& rhs);          \
-    template void Field::FUNC_NAME<TYPE_STRUCT>(                                             \
-            typename PrimitiveTypeTraits<TYPE_STRUCT>::NearestFieldType && rhs);             \
-    template void Field::FUNC_NAME<TYPE_STRUCT>(                                             \
-            const typename PrimitiveTypeTraits<TYPE_STRUCT>::NearestFieldType& rhs);         \
-    template void Field::FUNC_NAME<TYPE_MAP>(                                                \
-            typename PrimitiveTypeTraits<TYPE_MAP>::NearestFieldType && rhs);                \
-    template void Field::FUNC_NAME<TYPE_MAP>(                                                \
-            const typename PrimitiveTypeTraits<TYPE_MAP>::NearestFieldType& rhs);            \
-    template void Field::FUNC_NAME<TYPE_BITMAP>(                                             \
-            typename PrimitiveTypeTraits<TYPE_BITMAP>::NearestFieldType && rhs);             \
-    template void Field::FUNC_NAME<TYPE_BITMAP>(                                             \
-            const typename PrimitiveTypeTraits<TYPE_BITMAP>::NearestFieldType& rhs);         \
-    template void Field::FUNC_NAME<TYPE_TIMEV2>(                                             \
-            const typename PrimitiveTypeTraits<TYPE_TIMEV2>::NearestFieldType& rhs);         \
-    template void Field::FUNC_NAME<TYPE_TIMEV2>(                                             \
-            typename PrimitiveTypeTraits<TYPE_TIMEV2>::NearestFieldType && rhs);             \
-    template void Field::FUNC_NAME<TYPE_UINT32>(                                             \
-            const typename PrimitiveTypeTraits<TYPE_UINT32>::NearestFieldType& rhs);         \
-    template void Field::FUNC_NAME<TYPE_UINT32>(                                             \
-            typename PrimitiveTypeTraits<TYPE_UINT32>::NearestFieldType && rhs);             \
-    template void Field::FUNC_NAME<TYPE_UINT64>(                                             \
-            const typename PrimitiveTypeTraits<TYPE_UINT64>::NearestFieldType& rhs);         \
-    template void Field::FUNC_NAME<TYPE_UINT64>(                                             \
-            typename PrimitiveTypeTraits<TYPE_UINT64>::NearestFieldType && rhs);
+#define DECLARE_FUNCTION(FUNC_NAME)                                                               \
+    template void Field::FUNC_NAME<TYPE_NULL>(typename PrimitiveTypeTraits<TYPE_NULL>::CppType && \
+                                              rhs);                                               \
+    template void Field::FUNC_NAME<TYPE_TINYINT>(                                                 \
+            typename PrimitiveTypeTraits<TYPE_TINYINT>::CppType && rhs);                          \
+    template void Field::FUNC_NAME<TYPE_SMALLINT>(                                                \
+            typename PrimitiveTypeTraits<TYPE_SMALLINT>::CppType && rhs);                         \
+    template void Field::FUNC_NAME<TYPE_INT>(typename PrimitiveTypeTraits<TYPE_INT>::CppType &&   \
+                                             rhs);                                                \
+    template void Field::FUNC_NAME<TYPE_BIGINT>(                                                  \
+            typename PrimitiveTypeTraits<TYPE_BIGINT>::CppType && rhs);                           \
+    template void Field::FUNC_NAME<TYPE_LARGEINT>(                                                \
+            typename PrimitiveTypeTraits<TYPE_LARGEINT>::CppType && rhs);                         \
+    template void Field::FUNC_NAME<TYPE_DATE>(typename PrimitiveTypeTraits<TYPE_DATE>::CppType && \
+                                              rhs);                                               \
+    template void Field::FUNC_NAME<TYPE_DATETIME>(                                                \
+            typename PrimitiveTypeTraits<TYPE_DATETIME>::CppType && rhs);                         \
+    template void Field::FUNC_NAME<TYPE_DATEV2>(                                                  \
+            typename PrimitiveTypeTraits<TYPE_DATEV2>::CppType && rhs);                           \
+    template void Field::FUNC_NAME<TYPE_DATETIMEV2>(                                              \
+            typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::CppType && rhs);                       \
+    template void Field::FUNC_NAME<TYPE_DECIMAL32>(                                               \
+            typename PrimitiveTypeTraits<TYPE_DECIMAL32>::CppType && rhs);                        \
+    template void Field::FUNC_NAME<TYPE_DECIMAL64>(                                               \
+            typename PrimitiveTypeTraits<TYPE_DECIMAL64>::CppType && rhs);                        \
+    template void Field::FUNC_NAME<TYPE_DECIMALV2>(                                               \
+            typename PrimitiveTypeTraits<TYPE_DECIMALV2>::CppType && rhs);                        \
+    template void Field::FUNC_NAME<TYPE_DECIMAL128I>(                                             \
+            typename PrimitiveTypeTraits<TYPE_DECIMAL128I>::CppType && rhs);                      \
+    template void Field::FUNC_NAME<TYPE_DECIMAL256>(                                              \
+            typename PrimitiveTypeTraits<TYPE_DECIMAL256>::CppType && rhs);                       \
+    template void Field::FUNC_NAME<TYPE_CHAR>(typename PrimitiveTypeTraits<TYPE_CHAR>::CppType && \
+                                              rhs);                                               \
+    template void Field::FUNC_NAME<TYPE_VARCHAR>(                                                 \
+            typename PrimitiveTypeTraits<TYPE_VARCHAR>::CppType && rhs);                          \
+    template void Field::FUNC_NAME<TYPE_STRING>(                                                  \
+            typename PrimitiveTypeTraits<TYPE_STRING>::CppType && rhs);                           \
+    template void Field::FUNC_NAME<TYPE_VARBINARY>(                                               \
+            typename PrimitiveTypeTraits<TYPE_VARBINARY>::CppType && rhs);                        \
+    template void Field::FUNC_NAME<TYPE_HLL>(typename PrimitiveTypeTraits<TYPE_HLL>::CppType &&   \
+                                             rhs);                                                \
+    template void Field::FUNC_NAME<TYPE_VARIANT>(                                                 \
+            typename PrimitiveTypeTraits<TYPE_VARIANT>::CppType && rhs);                          \
+    template void Field::FUNC_NAME<TYPE_QUANTILE_STATE>(                                          \
+            typename PrimitiveTypeTraits<TYPE_QUANTILE_STATE>::CppType && rhs);                   \
+    template void Field::FUNC_NAME<TYPE_ARRAY>(                                                   \
+            typename PrimitiveTypeTraits<TYPE_ARRAY>::CppType && rhs);                            \
+    template void Field::FUNC_NAME<TYPE_TIME>(typename PrimitiveTypeTraits<TYPE_TIME>::CppType && \
+                                              rhs);                                               \
+    template void Field::FUNC_NAME<TYPE_TIME>(                                                    \
+            const typename PrimitiveTypeTraits<TYPE_TIME>::CppType& rhs);                         \
+    template void Field::FUNC_NAME<TYPE_NULL>(                                                    \
+            const typename PrimitiveTypeTraits<TYPE_NULL>::CppType& rhs);                         \
+    template void Field::FUNC_NAME<TYPE_TINYINT>(                                                 \
+            const typename PrimitiveTypeTraits<TYPE_TINYINT>::CppType& rhs);                      \
+    template void Field::FUNC_NAME<TYPE_SMALLINT>(                                                \
+            const typename PrimitiveTypeTraits<TYPE_SMALLINT>::CppType& rhs);                     \
+    template void Field::FUNC_NAME<TYPE_INT>(                                                     \
+            const typename PrimitiveTypeTraits<TYPE_INT>::CppType& rhs);                          \
+    template void Field::FUNC_NAME<TYPE_BIGINT>(                                                  \
+            const typename PrimitiveTypeTraits<TYPE_BIGINT>::CppType& rhs);                       \
+    template void Field::FUNC_NAME<TYPE_LARGEINT>(                                                \
+            const typename PrimitiveTypeTraits<TYPE_LARGEINT>::CppType& rhs);                     \
+    template void Field::FUNC_NAME<TYPE_DATE>(                                                    \
+            const typename PrimitiveTypeTraits<TYPE_DATE>::CppType& rhs);                         \
+    template void Field::FUNC_NAME<TYPE_DATETIME>(                                                \
+            const typename PrimitiveTypeTraits<TYPE_DATETIME>::CppType& rhs);                     \
+    template void Field::FUNC_NAME<TYPE_DATEV2>(                                                  \
+            const typename PrimitiveTypeTraits<TYPE_DATEV2>::CppType& rhs);                       \
+    template void Field::FUNC_NAME<TYPE_DATETIMEV2>(                                              \
+            const typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::CppType& rhs);                   \
+    template void Field::FUNC_NAME<TYPE_TIMESTAMPTZ>(                                             \
+            const typename PrimitiveTypeTraits<TYPE_TIMESTAMPTZ>::CppType& rhs);                  \
+    template void Field::FUNC_NAME<TYPE_TIMESTAMPTZ>(                                             \
+            typename PrimitiveTypeTraits<TYPE_TIMESTAMPTZ>::CppType && rhs);                      \
+    template void Field::FUNC_NAME<TYPE_DECIMAL32>(                                               \
+            const typename PrimitiveTypeTraits<TYPE_DECIMAL32>::CppType& rhs);                    \
+    template void Field::FUNC_NAME<TYPE_DECIMAL64>(                                               \
+            const typename PrimitiveTypeTraits<TYPE_DECIMAL64>::CppType& rhs);                    \
+    template void Field::FUNC_NAME<TYPE_DECIMALV2>(                                               \
+            const typename PrimitiveTypeTraits<TYPE_DECIMALV2>::CppType& rhs);                    \
+    template void Field::FUNC_NAME<TYPE_DECIMAL128I>(                                             \
+            const typename PrimitiveTypeTraits<TYPE_DECIMAL128I>::CppType& rhs);                  \
+    template void Field::FUNC_NAME<TYPE_DECIMAL256>(                                              \
+            const typename PrimitiveTypeTraits<TYPE_DECIMAL256>::CppType& rhs);                   \
+    template void Field::FUNC_NAME<TYPE_CHAR>(                                                    \
+            const typename PrimitiveTypeTraits<TYPE_CHAR>::CppType& rhs);                         \
+    template void Field::FUNC_NAME<TYPE_VARCHAR>(                                                 \
+            const typename PrimitiveTypeTraits<TYPE_VARCHAR>::CppType& rhs);                      \
+    template void Field::FUNC_NAME<TYPE_STRING>(                                                  \
+            const typename PrimitiveTypeTraits<TYPE_STRING>::CppType& rhs);                       \
+    template void Field::FUNC_NAME<TYPE_VARBINARY>(                                               \
+            const typename PrimitiveTypeTraits<TYPE_VARBINARY>::CppType& rhs);                    \
+    template void Field::FUNC_NAME<TYPE_HLL>(                                                     \
+            const typename PrimitiveTypeTraits<TYPE_HLL>::CppType& rhs);                          \
+    template void Field::FUNC_NAME<TYPE_VARIANT>(                                                 \
+            const typename PrimitiveTypeTraits<TYPE_VARIANT>::CppType& rhs);                      \
+    template void Field::FUNC_NAME<TYPE_QUANTILE_STATE>(                                          \
+            const typename PrimitiveTypeTraits<TYPE_QUANTILE_STATE>::CppType& rhs);               \
+    template void Field::FUNC_NAME<TYPE_ARRAY>(                                                   \
+            const typename PrimitiveTypeTraits<TYPE_ARRAY>::CppType& rhs);                        \
+    template void Field::FUNC_NAME<TYPE_IPV4>(typename PrimitiveTypeTraits<TYPE_IPV4>::CppType && \
+                                              rhs);                                               \
+    template void Field::FUNC_NAME<TYPE_IPV4>(                                                    \
+            const typename PrimitiveTypeTraits<TYPE_IPV4>::CppType& rhs);                         \
+    template void Field::FUNC_NAME<TYPE_IPV6>(typename PrimitiveTypeTraits<TYPE_IPV6>::CppType && \
+                                              rhs);                                               \
+    template void Field::FUNC_NAME<TYPE_IPV6>(                                                    \
+            const typename PrimitiveTypeTraits<TYPE_IPV6>::CppType& rhs);                         \
+    template void Field::FUNC_NAME<TYPE_BOOLEAN>(                                                 \
+            typename PrimitiveTypeTraits<TYPE_BOOLEAN>::CppType && rhs);                          \
+    template void Field::FUNC_NAME<TYPE_BOOLEAN>(                                                 \
+            const typename PrimitiveTypeTraits<TYPE_BOOLEAN>::CppType& rhs);                      \
+    template void Field::FUNC_NAME<TYPE_FLOAT>(                                                   \
+            typename PrimitiveTypeTraits<TYPE_FLOAT>::CppType && rhs);                            \
+    template void Field::FUNC_NAME<TYPE_FLOAT>(                                                   \
+            const typename PrimitiveTypeTraits<TYPE_FLOAT>::CppType& rhs);                        \
+    template void Field::FUNC_NAME<TYPE_DOUBLE>(                                                  \
+            typename PrimitiveTypeTraits<TYPE_DOUBLE>::CppType && rhs);                           \
+    template void Field::FUNC_NAME<TYPE_DOUBLE>(                                                  \
+            const typename PrimitiveTypeTraits<TYPE_DOUBLE>::CppType& rhs);                       \
+    template void Field::FUNC_NAME<TYPE_JSONB>(                                                   \
+            typename PrimitiveTypeTraits<TYPE_JSONB>::CppType && rhs);                            \
+    template void Field::FUNC_NAME<TYPE_JSONB>(                                                   \
+            const typename PrimitiveTypeTraits<TYPE_JSONB>::CppType& rhs);                        \
+    template void Field::FUNC_NAME<TYPE_STRUCT>(                                                  \
+            typename PrimitiveTypeTraits<TYPE_STRUCT>::CppType && rhs);                           \
+    template void Field::FUNC_NAME<TYPE_STRUCT>(                                                  \
+            const typename PrimitiveTypeTraits<TYPE_STRUCT>::CppType& rhs);                       \
+    template void Field::FUNC_NAME<TYPE_MAP>(typename PrimitiveTypeTraits<TYPE_MAP>::CppType &&   \
+                                             rhs);                                                \
+    template void Field::FUNC_NAME<TYPE_MAP>(                                                     \
+            const typename PrimitiveTypeTraits<TYPE_MAP>::CppType& rhs);                          \
+    template void Field::FUNC_NAME<TYPE_BITMAP>(                                                  \
+            typename PrimitiveTypeTraits<TYPE_BITMAP>::CppType && rhs);                           \
+    template void Field::FUNC_NAME<TYPE_BITMAP>(                                                  \
+            const typename PrimitiveTypeTraits<TYPE_BITMAP>::CppType& rhs);                       \
+    template void Field::FUNC_NAME<TYPE_TIMEV2>(                                                  \
+            const typename PrimitiveTypeTraits<TYPE_TIMEV2>::CppType& rhs);                       \
+    template void Field::FUNC_NAME<TYPE_TIMEV2>(                                                  \
+            typename PrimitiveTypeTraits<TYPE_TIMEV2>::CppType && rhs);                           \
+    template void Field::FUNC_NAME<TYPE_UINT32>(                                                  \
+            const typename PrimitiveTypeTraits<TYPE_UINT32>::CppType& rhs);                       \
+    template void Field::FUNC_NAME<TYPE_UINT32>(                                                  \
+            typename PrimitiveTypeTraits<TYPE_UINT32>::CppType && rhs);                           \
+    template void Field::FUNC_NAME<TYPE_UINT64>(                                                  \
+            const typename PrimitiveTypeTraits<TYPE_UINT64>::CppType& rhs);                       \
+    template void Field::FUNC_NAME<TYPE_UINT64>(                                                  \
+            typename PrimitiveTypeTraits<TYPE_UINT64>::CppType && rhs);
 DECLARE_FUNCTION(create_concrete)
 DECLARE_FUNCTION(assign_concrete)
 
diff --git a/be/src/vec/core/field.h b/be/src/vec/core/field.h
index d0045cd73d8f6d..f993067d3e2f1b 100644
--- a/be/src/vec/core/field.h
+++ b/be/src/vec/core/field.h
@@ -55,14 +55,6 @@ struct PackedInt128;
 
 namespace doris::vectorized {
 
-template <typename T>
-struct NearestFieldTypeImpl {
-    using Type = T; // for HLL or some origin types. see def. of storage
-};
-
-template <typename T>
-using NearestFieldType = typename NearestFieldTypeImpl<T>::Type;
-
 class Field;
 
 using FieldVector = std::vector<Field>;
@@ -183,69 +175,6 @@ bool decimal_less(T x, T y, UInt32 x_scale, UInt32 y_scale);
 template <typename T>
 bool decimal_less_or_equal(T x, T y, UInt32 x_scale, UInt32 y_scale);
 
-template <typename T>
-class DecimalField {
-public:
-    DecimalField(T value, UInt32 scale_) : dec(value), scale(scale_) {}
-    // Store the underlying data ignoring scale.
-    DecimalField(T value) : dec(value), scale(0) {}
-
-    operator T() const { return dec; }
-    T get_value() const { return dec; }
-    UInt32 get_scale() const { return scale; }
-
-    template <typename U>
-    bool operator<(const DecimalField<U>& r) const {
-        using MaxType = std::conditional_t<(sizeof(T) > sizeof(U)), T, U>;
-        return decimal_less<MaxType>(dec, r.get_value(), scale, r.get_scale());
-    }
-
-    template <typename U>
-    bool operator<=(const DecimalField<U>& r) const {
-        using MaxType = std::conditional_t<(sizeof(T) > sizeof(U)), T, U>;
-        return decimal_less_or_equal<MaxType>(dec, r.get_value(), scale, r.get_scale());
-    }
-
-    template <typename U>
-    bool operator==(const DecimalField<U>& r) const {
-        using MaxType = std::conditional_t<(sizeof(T) > sizeof(U)), T, U>;
-        return decimal_equal<MaxType>(dec, r.get_value(), scale, r.get_scale());
-    }
-
-    template <typename U>
-    bool operator>(const DecimalField<U>& r) const {
-        return r < *this;
-    }
-    template <typename U>
-    bool operator>=(const DecimalField<U>& r) const {
-        return r <= *this;
-    }
-    template <typename U>
-    bool operator!=(const DecimalField<U>& r) const {
-        return !(*this == r);
-    }
-
-    const DecimalField<T>& operator+=(const DecimalField<T>& r) {
-        if (scale != r.get_scale()) {
-            throw Exception(Status::FatalError("Add different decimal fields"));
-        }
-        dec += r.get_value();
-        return *this;
-    }
-
-    const DecimalField<T>& operator-=(const DecimalField<T>& r) {
-        if (scale != r.get_scale()) {
-            throw Exception(Status::FatalError("Sub different decimal fields"));
-        }
-        dec -= r.get_value();
-        return *this;
-    }
-
-private:
-    T dec;
-    UInt32 scale;
-};
-
 // StringViewField wraps a StringView and provides deep copy semantics.
 // Since StringView is a non-owning view (only contains pointer and length),
 // we need to store the actual data in a String to ensure the Field owns the data.
@@ -343,37 +272,26 @@ class Field {
     // set Types::Null explictly and avoid other types
     Field(PrimitiveType w) : type(w) {}
     template <PrimitiveType T>
-    static Field create_field(const typename PrimitiveTypeTraits<T>::NearestFieldType& data) {
-        auto f = Field(PrimitiveTypeTraits<T>::NearestPrimitiveType);
-        f.template create_concrete<PrimitiveTypeTraits<T>::NearestPrimitiveType>(data);
+    static Field create_field(const typename PrimitiveTypeTraits<T>::CppType& data) {
+        auto f = Field(T);
+        f.template create_concrete<T>(data);
         return f;
     }
     template <PrimitiveType T>
-    static Field create_field(typename PrimitiveTypeTraits<T>::NearestFieldType&& data) {
-        auto f = Field(PrimitiveTypeTraits<T>::NearestPrimitiveType);
-        f.template create_concrete<PrimitiveTypeTraits<T>::NearestPrimitiveType>(
-                std::forward<typename PrimitiveTypeTraits<T>::NearestFieldType>(data));
+    static Field create_field(typename PrimitiveTypeTraits<T>::CppType&& data) {
+        auto f = Field(T);
+        f.template create_concrete<T>(std::move(data));
         return f;
     }
 
     /** Despite the presence of a template constructor, this constructor is still needed,
       *  since, in its absence, the compiler will still generate the default constructor.
       */
-    Field(const Field& rhs) { create(rhs); }
+    Field(const Field& rhs);
 
-    Field(Field&& rhs) { create(std::move(rhs)); }
+    Field(Field&& rhs);
 
-    Field& operator=(const Field& rhs) {
-        if (this != &rhs) {
-            if (type != rhs.type) {
-                destroy();
-                create(rhs);
-            } else {
-                assign(rhs); /// This assigns string or vector without deallocation of existing buffer.
-            }
-        }
-        return *this;
-    }
+    Field& operator=(const Field& rhs);
 
     bool is_complex_field() const {
         return type == PrimitiveType::TYPE_ARRAY || type == PrimitiveType::TYPE_MAP ||
@@ -451,12 +369,24 @@ class Field {
         case PrimitiveType::TYPE_DATETIME:
         case PrimitiveType::TYPE_BIGINT:
             return get<Int64>() <=> rhs.get<Int64>();
+        case PrimitiveType::TYPE_BOOLEAN:
+            return get<bool>() <=> rhs.get<bool>();
+        case PrimitiveType::TYPE_TINYINT:
+            return get<Int8>() <=> rhs.get<Int8>();
+        case PrimitiveType::TYPE_SMALLINT:
+            return get<Int16>() <=> rhs.get<Int16>();
+        case PrimitiveType::TYPE_INT:
+            return get<Int32>() <=> rhs.get<Int32>();
         case PrimitiveType::TYPE_LARGEINT:
             return get<Int128>() <=> rhs.get<Int128>();
         case PrimitiveType::TYPE_IPV6:
             return get<IPv6>() <=> rhs.get<IPv6>();
         case PrimitiveType::TYPE_IPV4:
             return get<IPv4>() <=> rhs.get<IPv4>();
+        case PrimitiveType::TYPE_FLOAT:
+            return get<Float32>() < rhs.get<Float32>()    ? std::strong_ordering::less
+                   : get<Float32>() == rhs.get<Float32>() ? std::strong_ordering::equal
+                                                          : std::strong_ordering::greater;
         case PrimitiveType::TYPE_TIMEV2:
         case PrimitiveType::TYPE_DOUBLE:
             return get<Float64>() < rhs.get<Float64>()    ? std::strong_ordering::less
@@ -479,113 +409,31 @@ class Field {
         case PrimitiveType::TYPE_DECIMAL256:
             return get<Decimal256>() <=> rhs.get<Decimal256>();
         default:
-            throw Exception(Status::FatalError("lhs type not equal with rhs, lhs={}, rhs={}",
-                                               get_type_name(), rhs.get_type_name()));
-        }
-    }
-
-    template <typename F,
-              typename Field> /// Field template parameter may be const or non-const Field.
-    static void dispatch(F&& f, Field& field) {
-        switch (field.type) {
-        case PrimitiveType::TYPE_NULL:
-            f(field.template get<Null>());
-            return;
-        case PrimitiveType::TYPE_DATETIMEV2:
-        case PrimitiveType::TYPE_TIMESTAMPTZ:
-            f(field.template get<UInt64>());
-            return;
-        case PrimitiveType::TYPE_DATETIME:
-        case PrimitiveType::TYPE_DATE:
-        case PrimitiveType::TYPE_BIGINT:
-            f(field.template get<Int64>());
-            return;
-        case PrimitiveType::TYPE_LARGEINT:
-            f(field.template get<Int128>());
-            return;
-        case PrimitiveType::TYPE_IPV6:
-            f(field.template get<IPv6>());
-            return;
-        case PrimitiveType::TYPE_TIMEV2:
-        case PrimitiveType::TYPE_DOUBLE:
-            f(field.template get<Float64>());
-            return;
-        case PrimitiveType::TYPE_STRING:
-        case PrimitiveType::TYPE_CHAR:
-        case PrimitiveType::TYPE_VARCHAR:
-            f(field.template get<String>());
-            return;
-        case PrimitiveType::TYPE_VARBINARY:
-            f(field.template get<StringViewField>());
-            return;
-        case PrimitiveType::TYPE_JSONB:
-            f(field.template get<JsonbField>());
-            return;
-        case PrimitiveType::TYPE_ARRAY:
-            f(field.template get<Array>());
-            return;
-        case PrimitiveType::TYPE_STRUCT:
-            f(field.template get<Tuple>());
-            return;
-        case PrimitiveType::TYPE_MAP:
-            f(field.template get<Map>());
-            return;
-        case PrimitiveType::TYPE_DECIMAL32:
-            f(field.template get<DecimalField<Decimal32>>());
-            return;
-        case PrimitiveType::TYPE_DECIMAL64:
-            f(field.template get<DecimalField<Decimal64>>());
-            return;
-        case PrimitiveType::TYPE_DECIMALV2:
-            f(field.template get<DecimalField<Decimal128V2>>());
-            return;
-        case PrimitiveType::TYPE_DECIMAL128I:
-            f(field.template get<DecimalField<Decimal128V3>>());
-            return;
-        case PrimitiveType::TYPE_DECIMAL256:
-            f(field.template get<DecimalField<Decimal256>>());
-            return;
-        case PrimitiveType::TYPE_VARIANT:
-            f(field.template get<VariantMap>());
-            return;
-        case PrimitiveType::TYPE_BITMAP:
-            f(field.template get<BitmapValue>());
-            return;
-        case PrimitiveType::TYPE_HLL:
-            f(field.template get<HyperLogLog>());
-            return;
-        case PrimitiveType::TYPE_QUANTILE_STATE:
-            f(field.template get<QuantileState>());
-            return;
-        default:
-            throw Exception(
-                    Status::FatalError("type not supported, type={}", field.get_type_name()));
+            throw Exception(Status::FatalError("Unsupported type: {}", get_type_name()));
         }
     }
 
     std::string_view as_string_view() const;
-    std::string to_string() const;
 
 private:
     std::aligned_union_t<DBMS_MIN_FIELD_SIZE - sizeof(PrimitiveType), Null, UInt64, UInt128, Int64,
-                         Int128, IPv6, Float64, String, JsonbField, StringViewField, Array, Tuple,
-                         Map, VariantMap, DecimalField<Decimal32>, DecimalField<Decimal64>,
-                         DecimalField<Decimal128V2>, DecimalField<Decimal128V3>,
-                         DecimalField<Decimal256>, BitmapValue, HyperLogLog, QuantileState>
+                         Int128, IPv6, Float64, String, JsonbField, StringView, Array, Tuple, Map,
+                         VariantMap, Decimal32, Decimal64, DecimalV2Value, Decimal128V3, Decimal256,
+                         BitmapValue, HyperLogLog, QuantileState>
             storage;
 
     PrimitiveType type;
 
     /// Assuming there was no allocated state or it was deallocated (see destroy).
     template <PrimitiveType Type>
-    void create_concrete(typename PrimitiveTypeTraits<Type>::NearestFieldType&& x);
+    void create_concrete(typename PrimitiveTypeTraits<Type>::CppType&& x);
     template <PrimitiveType Type>
-    void create_concrete(const typename PrimitiveTypeTraits<Type>::NearestFieldType& x);
+    void create_concrete(const typename PrimitiveTypeTraits<Type>::CppType& x);
     /// Assuming same types.
     template <PrimitiveType Type>
-    void assign_concrete(typename PrimitiveTypeTraits<Type>::NearestFieldType&& x);
+    void assign_concrete(typename PrimitiveTypeTraits<Type>::CppType&& x);
     template <PrimitiveType Type>
-    void assign_concrete(const typename PrimitiveTypeTraits<Type>::NearestFieldType& x);
+    void assign_concrete(const typename PrimitiveTypeTraits<Type>::CppType& x);
 
     void create(const Field& field);
     void create(Field&& field);
@@ -621,127 +469,6 @@ T get(Field& field) {
     return field.template get<T>();
 }
 
-/// char may be signed or unsigned, and behave identically to signed char or unsigned char,
-///  but they are always three different types.
-/// signedness of char is different in Linux on x86 and Linux on ARM.
-template <>
-struct NearestFieldTypeImpl<char> {
-    using Type = std::conditional_t<IsSignedV<char>, Int64, UInt64>;
-};
-template <>
-struct NearestFieldTypeImpl<signed char> {
-    using Type = Int64;
-};
-template <>
-struct NearestFieldTypeImpl<unsigned char> {
-    using Type = Int64;
-};
-
-template <>
-struct NearestFieldTypeImpl<UInt16> {
-    using Type = UInt64;
-};
-template <>
-struct NearestFieldTypeImpl<UInt32> {
-    using Type = UInt64;
-};
-
-template <>
-struct NearestFieldTypeImpl<Int16> {
-    using Type = Int64;
-};
-template <>
-struct NearestFieldTypeImpl<Int32> {
-    using Type = Int64;
-};
-
-/// long and long long are always different types that may behave identically or not.
-/// This is different on Linux and Mac.
-template <>
-struct NearestFieldTypeImpl<long> {
-    using Type = Int64;
-};
-
-template <>
-struct NearestFieldTypeImpl<Decimal32> {
-    using Type = DecimalField<Decimal32>;
-};
-template <>
-struct NearestFieldTypeImpl<Decimal64> {
-    using Type = DecimalField<Decimal64>;
-};
-template <>
-struct NearestFieldTypeImpl<Decimal128V2> {
-    using Type = DecimalField<Decimal128V2>;
-};
-template <>
-struct NearestFieldTypeImpl<Decimal128V3> {
-    using Type = DecimalField<Decimal128V3>;
-};
-template <>
-struct NearestFieldTypeImpl<Decimal256> {
-    using Type = DecimalField<Decimal256>;
-};
-template <>
-struct NearestFieldTypeImpl<DecimalField<Decimal32>> {
-    using Type = DecimalField<Decimal32>;
-};
-template <>
-struct NearestFieldTypeImpl<DecimalField<Decimal64>> {
-    using Type = DecimalField<Decimal64>;
-};
-template <>
-struct NearestFieldTypeImpl<DecimalField<Decimal128V2>> {
-    using Type = DecimalField<Decimal128V2>;
-};
-template <>
-struct NearestFieldTypeImpl<DecimalField<Decimal128V3>> {
-    using Type = DecimalField<Decimal128V3>;
-};
-template <>
-struct NearestFieldTypeImpl<DecimalField<Decimal256>> {
-    using Type = DecimalField<Decimal256>;
-};
-template <>
-struct NearestFieldTypeImpl<Float32> {
-    using Type = Float64;
-};
-template <>
-struct NearestFieldTypeImpl<const char*> {
-    using Type = String;
-};
-template <>
-struct NearestFieldTypeImpl<bool> {
-    using Type = UInt64;
-};
-
-template <>
-struct NearestFieldTypeImpl<std::string_view> {
-    using Type = String;
-};
-
-template <>
-struct NearestFieldTypeImpl<PackedInt128> {
-    using Type = Int128;
-};
-
-template <>
-struct NearestFieldTypeImpl<doris::StringView> {
-    using Type = StringViewField;
-};
-
-template <typename T>
-decltype(auto) cast_to_nearest_field_type(T&& x) {
-    using U = NearestFieldType<std::decay_t<T>>;
-    if constexpr (std::is_same_v<PackedInt128, std::decay_t<T>>) {
-        return U(x.value);
-    } else if constexpr (std::is_same_v<std::decay_t<T>, U>) {
-        return std::forward<T>(x);
-    } else {
-        return U(x);
-    }
-}
-
 } // namespace doris::vectorized
 
 template <>
diff --git a/be/src/vec/data_types/convert_field_to_type.cpp b/be/src/vec/data_types/convert_field_to_type.cpp
index 28947232d5bd38..dd8e27243eb9ac 100644
--- a/be/src/vec/data_types/convert_field_to_type.cpp
+++ b/be/src/vec/data_types/convert_field_to_type.cpp
@@ -49,6 +49,106 @@
 
 namespace doris::vectorized {
 #include "common/compile_check_begin.h"
+
+template <typename F> /// Field template parameter may be const or non-const Field.
+void dispatch(F&& f, const Field& field) {
+    switch (field.get_type()) {
+    case PrimitiveType::TYPE_NULL:
+        f(field.template get<Null>());
+        return;
+    case PrimitiveType::TYPE_DATETIMEV2:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::CppType>());
+        return;
+    case PrimitiveType::TYPE_TIMESTAMPTZ:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_TIMESTAMPTZ>::CppType>());
+        return;
+    case PrimitiveType::TYPE_DATETIME:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_DATETIME>::CppType>());
+        return;
+    case PrimitiveType::TYPE_DATE:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_DATE>::CppType>());
+        return;
+    case PrimitiveType::TYPE_BOOLEAN:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_BOOLEAN>::CppType>());
+        return;
+    case PrimitiveType::TYPE_TINYINT:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_TINYINT>::CppType>());
+        return;
+    case PrimitiveType::TYPE_SMALLINT:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_SMALLINT>::CppType>());
+        return;
+    case PrimitiveType::TYPE_INT:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_INT>::CppType>());
+        return;
+    case PrimitiveType::TYPE_BIGINT:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_BIGINT>::CppType>());
+        return;
+    case PrimitiveType::TYPE_LARGEINT:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_LARGEINT>::CppType>());
+        return;
+    case PrimitiveType::TYPE_IPV6:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_IPV6>::CppType>());
+        return;
+    case PrimitiveType::TYPE_TIMEV2:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_TIMEV2>::CppType>());
+        return;
+    case PrimitiveType::TYPE_FLOAT:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_FLOAT>::CppType>());
+        return;
+    case PrimitiveType::TYPE_DOUBLE:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_DOUBLE>::CppType>());
+        return;
+    case PrimitiveType::TYPE_STRING:
+    case PrimitiveType::TYPE_CHAR:
+    case PrimitiveType::TYPE_VARCHAR:
+        f(field.template get<String>());
+        return;
+    case PrimitiveType::TYPE_VARBINARY:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_VARBINARY>::CppType>());
+        return;
+    case PrimitiveType::TYPE_JSONB:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_JSONB>::CppType>());
+        return;
+    case PrimitiveType::TYPE_ARRAY:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_ARRAY>::CppType>());
+        return;
+    case PrimitiveType::TYPE_STRUCT:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_STRUCT>::CppType>());
+        return;
+    case PrimitiveType::TYPE_MAP:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_MAP>::CppType>());
+        return;
+    case PrimitiveType::TYPE_DECIMAL32:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL32>::CppType>());
+        return;
+    case PrimitiveType::TYPE_DECIMAL64:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL64>::CppType>());
+        return;
+    case PrimitiveType::TYPE_DECIMALV2:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_DECIMALV2>::CppType>());
+        return;
+    case PrimitiveType::TYPE_DECIMAL128I:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL128I>::CppType>());
+        return;
+    case PrimitiveType::TYPE_DECIMAL256:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_DECIMAL256>::CppType>());
+        return;
+    case PrimitiveType::TYPE_VARIANT:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_VARIANT>::CppType>());
+        return;
+    case PrimitiveType::TYPE_BITMAP:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_BITMAP>::CppType>());
+        return;
+    case PrimitiveType::TYPE_HLL:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_HLL>::CppType>());
+        return;
+    case PrimitiveType::TYPE_QUANTILE_STATE:
+        f(field.template get<typename PrimitiveTypeTraits<TYPE_QUANTILE_STATE>::CppType>());
+        return;
+    default:
+        throw Exception(Status::FatalError("type not supported, type={}", field.get_type_name()));
+    }
+}
 /** Checking for a `Field from` of `From` type falls to a range of values of type `To`.
   * `From` and `To` - numeric types. They can be floating-point types.
   * `From` is one of UInt64, Int64, Float64,
@@ -62,10 +162,10 @@ namespace doris::vectorized {
 class FieldVisitorToStringSimple : public StaticVisitor<String> {
 public:
     template <PrimitiveType T>
-    String apply(const typename PrimitiveTypeTraits<T>::NearestFieldType& x) const {
+    String apply(const typename PrimitiveTypeTraits<T>::CppType& x) const {
         if constexpr (T == TYPE_NULL) {
             return "NULL";
-        } else if constexpr (T == TYPE_BIGINT || T == TYPE_DOUBLE) {
+        } else if constexpr (is_int_or_bool(T) && T != TYPE_LARGEINT) {
             return std::to_string(x);
         } else if constexpr (is_string_type(T)) {
             return x;
@@ -78,7 +178,12 @@ class FieldVisitorToStringSimple : public StaticVisitor<String> {
 class FieldVisitorToJsonb : public StaticVisitor<void> {
 public:
     void operator()(const Null& x, JsonbWriter* writer) const { writer->writeNull(); }
-    void operator()(const UInt64& x, JsonbWriter* writer) const { writer->writeInt64(x); }
+    void operator()(const DateV2Value<DateTimeV2ValueType>& x, JsonbWriter* writer) const {
+        writer->writeInt64(*(UInt64*)&x);
+    }
+    void operator()(const TimestampTzValue& x, JsonbWriter* writer) const {
+        writer->writeInt64(*(UInt64*)&x);
+    }
     void operator()(const UInt128& x, JsonbWriter* writer) const {
         writer->writeInt128(int128_t(x));
     }
@@ -86,14 +191,19 @@ class FieldVisitorToJsonb : public StaticVisitor<void> {
         writer->writeInt128(int128_t(x));
     }
     void operator()(const IPv6& x, JsonbWriter* writer) const { writer->writeInt128(int128_t(x)); }
+    void operator()(const bool& x, JsonbWriter* writer) const { writer->writeBool(x); }
+    void operator()(const Int8& x, JsonbWriter* writer) const { writer->writeInt8(x); }
+    void operator()(const Int16& x, JsonbWriter* writer) const { writer->writeInt16(x); }
+    void operator()(const Int32& x, JsonbWriter* writer) const { writer->writeInt32(x); }
     void operator()(const Int64& x, JsonbWriter* writer) const { writer->writeInt64(x); }
+    void operator()(const Float32& x, JsonbWriter* writer) const { writer->writeFloat(x); }
     void operator()(const Float64& x, JsonbWriter* writer) const { writer->writeDouble(x); }
     void operator()(const String& x, JsonbWriter* writer) const {
         writer->writeStartString();
         writer->writeString(x);
         writer->writeEndString();
     }
-    void operator()(const StringViewField& x, JsonbWriter* writer) const {
+    void operator()(const StringView& x, JsonbWriter* writer) const {
         writer->writeStartString();
         writer->writeString(x.data(), x.size());
         writer->writeEndString();
@@ -108,19 +218,19 @@ class FieldVisitorToJsonb : public StaticVisitor<void> {
     void operator()(const Tuple& x, JsonbWriter* writer) const {
         throw doris::Exception(doris::ErrorCode::NOT_IMPLEMENTED_ERROR, "Not implemeted");
     }
-    void operator()(const DecimalField<Decimal32>& x, JsonbWriter* writer) const {
+    void operator()(const Decimal32& x, JsonbWriter* writer) const {
         throw doris::Exception(doris::ErrorCode::NOT_IMPLEMENTED_ERROR, "Not implemeted");
     }
-    void operator()(const DecimalField<Decimal64>& x, JsonbWriter* writer) const {
+    void operator()(const Decimal64& x, JsonbWriter* writer) const {
         throw doris::Exception(doris::ErrorCode::NOT_IMPLEMENTED_ERROR, "Not implemeted");
     }
-    void operator()(const DecimalField<Decimal128V2>& x, JsonbWriter* writer) const {
+    void operator()(const DecimalV2Value& x, JsonbWriter* writer) const {
         throw doris::Exception(doris::ErrorCode::NOT_IMPLEMENTED_ERROR, "Not implemeted");
     }
-    void operator()(const DecimalField<Decimal128V3>& x, JsonbWriter* writer) const {
+    void operator()(const Decimal128V3& x, JsonbWriter* writer) const {
         throw doris::Exception(doris::ErrorCode::NOT_IMPLEMENTED_ERROR, "Not implemeted");
     }
-    void operator()(const DecimalField<Decimal256>& x, JsonbWriter* writer) const {
+    void operator()(const Decimal256& x, JsonbWriter* writer) const {
         throw doris::Exception(doris::ErrorCode::NOT_IMPLEMENTED_ERROR, "Not implemeted");
     }
     void operator()(const doris::QuantileState& x, JsonbWriter* writer) const {
@@ -144,8 +254,7 @@ void FieldVisitorToJsonb::operator()(const Array& x, JsonbWriter* writer) const
     const size_t size = x.size();
     writer->writeStartArray();
     for (size_t i = 0; i < size; ++i) {
-        Field::dispatch([writer](const auto& value) { FieldVisitorToJsonb()(value, writer); },
-                        x[i]);
+        dispatch([writer](const auto& value) { FieldVisitorToJsonb()(value, writer); }, x[i]);
     }
     writer->writeEndArray();
 }
@@ -181,6 +290,36 @@ bool ConvertNumeric::cast<Float64, UInt8>(const Float64& from, UInt8& to) {
     return CastToBool::from_number(from, to, params);
 }
 
+template <>
+bool ConvertNumeric::cast<UInt8, UInt8>(const UInt8& from, UInt8& to) {
+    to = from;
+    return true;
+}
+
+template <>
+bool ConvertNumeric::cast<Float32, UInt8>(const Float32& from, UInt8& to) {
+    auto params = create_cast_params();
+    return CastToBool::from_number(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int8, UInt8>(const Int8& from, UInt8& to) {
+    auto params = create_cast_params();
+    return CastToBool::from_number(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int16, UInt8>(const Int16& from, UInt8& to) {
+    auto params = create_cast_params();
+    return CastToBool::from_number(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int32, UInt8>(const Int32& from, UInt8& to) {
+    auto params = create_cast_params();
+    return CastToBool::from_number(from, to, params);
+}
+
 // cast to tinyint
 template <>
 bool ConvertNumeric::cast<Int64, Int8>(const Int64& from, Int8& to) {
@@ -200,6 +339,36 @@ bool ConvertNumeric::cast<Float64, Int8>(const Float64& from, Int8& to) {
     return CastToInt::from_float(from, to, params);
 }
 
+template <>
+bool ConvertNumeric::cast<Float32, Int8>(const Float32& from, Int8& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_float(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<UInt8, Int8>(const UInt8& from, Int8& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_bool(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int8, Int8>(const Int8& from, Int8& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_int(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int16, Int8>(const Int16& from, Int8& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_int(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int32, Int8>(const Int32& from, Int8& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_int(from, to, params);
+}
+
 // cast to smallint
 template <>
 bool ConvertNumeric::cast<Int64, Int16>(const Int64& from, Int16& to) {
@@ -219,6 +388,36 @@ bool ConvertNumeric::cast<Float64, Int16>(const Float64& from, Int16& to) {
     return CastToInt::from_float(from, to, params);
 }
 
+template <>
+bool ConvertNumeric::cast<Float32, Int16>(const Float32& from, Int16& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_float(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<UInt8, Int16>(const UInt8& from, Int16& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_bool(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int8, Int16>(const Int8& from, Int16& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_int(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int16, Int16>(const Int16& from, Int16& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_int(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int32, Int16>(const Int32& from, Int16& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_int(from, to, params);
+}
+
 // cast to int
 template <>
 bool ConvertNumeric::cast<Int64, Int32>(const Int64& from, Int32& to) {
@@ -238,6 +437,36 @@ bool ConvertNumeric::cast<Float64, Int32>(const Float64& from, Int32& to) {
     return CastToInt::from_float(from, to, params);
 }
 
+template <>
+bool ConvertNumeric::cast<Float32, Int32>(const Float32& from, Int32& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_float(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<UInt8, Int32>(const UInt8& from, Int32& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_bool(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int8, Int32>(const Int8& from, Int32& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_int(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int32, Int32>(const Int32& from, Int32& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_int(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int16, Int32>(const Int16& from, Int32& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_int(from, to, params);
+}
+
 // cast to bigint
 template <>
 bool ConvertNumeric::cast<Int64, Int64>(const Int64& from, Int64& to) {
@@ -257,6 +486,36 @@ bool ConvertNumeric::cast<Float64, Int64>(const Float64& from, Int64& to) {
     return CastToInt::from_float(from, to, params);
 }
 
+template <>
+bool ConvertNumeric::cast<Float32, Int64>(const Float32& from, Int64& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_float(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<UInt8, Int64>(const UInt8& from, Int64& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_bool(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int8, Int64>(const Int8& from, Int64& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_int(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int32, Int64>(const Int32& from, Int64& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_int(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int16, Int64>(const Int16& from, Int64& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_int(from, to, params);
+}
+
 // cast to largeint
 template <>
 bool ConvertNumeric::cast<Int64, Int128>(const Int64& from, Int128& to) {
@@ -276,6 +535,36 @@ bool ConvertNumeric::cast<Float64, Int128>(const Float64& from, Int128& to) {
     return CastToInt::from_float(from, to, params);
 }
 
+template <>
+bool ConvertNumeric::cast<Float32, Int128>(const Float32& from, Int128& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_float(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<UInt8, Int128>(const UInt8& from, Int128& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_bool(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int8, Int128>(const Int8& from, Int128& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_int(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int16, Int128>(const Int16& from, Int128& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_int(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int32, Int128>(const Int32& from, Int128& to) {
+    auto params = create_cast_params();
+    return CastToInt::from_int(from, to, params);
+}
+
 // cast to float
 template <>
 bool ConvertNumeric::cast<Int64, Float32>(const Int64& from, Float32& to) {
@@ -295,6 +584,36 @@ bool ConvertNumeric::cast<Float64, Float32>(const Float64& from, Float32& to) {
     return CastToFloat::from_float(from, to, params);
 }
 
+template <>
+bool ConvertNumeric::cast<Float32, Float32>(const Float32& from, Float32& to) {
+    auto params = create_cast_params();
+    return CastToFloat::from_float(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<UInt8, Float32>(const UInt8& from, Float32& to) {
+    auto params = create_cast_params();
+    return CastToFloat::from_bool(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int8, Float32>(const Int8& from, Float32& to) {
+    auto params = create_cast_params();
+    return CastToFloat::from_int(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int16, Float32>(const Int16& from, Float32& to) {
+    auto params = create_cast_params();
+    return CastToFloat::from_int(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int32, Float32>(const Int32& from, Float32& to) {
+    auto params = create_cast_params();
+    return CastToFloat::from_int(from, to, params);
+}
+
 // cast to double
 template <>
 bool ConvertNumeric::cast<Int64, Float64>(const Int64& from, Float64& to) {
@@ -314,6 +633,36 @@ bool ConvertNumeric::cast<Float64, Float64>(const Float64& from, Float64& to) {
     return CastToFloat::from_float(from, to, params);
 }
 
+template <>
+bool ConvertNumeric::cast<Float32, Float64>(const Float32& from, Float64& to) {
+    auto params = create_cast_params();
+    return CastToFloat::from_float(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<UInt8, Float64>(const UInt8& from, Float64& to) {
+    auto params = create_cast_params();
+    return CastToFloat::from_bool(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int8, Float64>(const Int8& from, Float64& to) {
+    auto params = create_cast_params();
+    return CastToFloat::from_int(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int16, Float64>(const Int16& from, Float64& to) {
+    auto params = create_cast_params();
+    return CastToFloat::from_int(from, to, params);
+}
+
+template <>
+bool ConvertNumeric::cast<Int32, Float64>(const Int32& from, Float64& to) {
+    auto params = create_cast_params();
+    return CastToFloat::from_int(from, to, params);
+}
+
 namespace {
 template <typename From, PrimitiveType T>
 Field convert_numeric_type_impl(const Field& from) {
@@ -332,6 +681,16 @@ void convert_numric_type(const Field& from, const IDataType& type, Field* to) {
         *to = convert_numeric_type_impl<Float64, T>(from);
     } else if (from.get_type() == PrimitiveType::TYPE_LARGEINT) {
         *to = convert_numeric_type_impl<Int128, T>(from);
+    } else if (from.get_type() == PrimitiveType::TYPE_TINYINT) {
+        *to = convert_numeric_type_impl<Int8, T>(from);
+    } else if (from.get_type() == PrimitiveType::TYPE_SMALLINT) {
+        *to = convert_numeric_type_impl<Int16, T>(from);
+    } else if (from.get_type() == PrimitiveType::TYPE_INT) {
+        *to = convert_numeric_type_impl<Int32, T>(from);
+    } else if (from.get_type() == PrimitiveType::TYPE_FLOAT) {
+        *to = convert_numeric_type_impl<Float32, T>(from);
+    } else if (from.get_type() == PrimitiveType::TYPE_BOOLEAN) {
+        *to = convert_numeric_type_impl<UInt8, T>(from);
     } else {
         throw doris::Exception(ErrorCode::INVALID_ARGUMENT,
                                "Type mismatch in IN or VALUES section. Expected: {}. Got: {}",
@@ -361,8 +720,7 @@ void convert_field_to_typeImpl(const Field& src, const IDataType& type,
             return;
         }
         JsonbWriter writer;
-        Field::dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); },
-                        src);
+        dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); }, src);
         *to = Field::create_field<TYPE_JSONB>(
                 JsonbField(writer.getOutput()->getBuffer(),
                            cast_set<UInt32, size_t, false>(writer.getOutput()->getSize())));
diff --git a/be/src/vec/data_types/data_type_date.h b/be/src/vec/data_types/data_type_date.h
index 8e57f8a0485ff6..b3667047b0de47 100644
--- a/be/src/vec/data_types/data_type_date.h
+++ b/be/src/vec/data_types/data_type_date.h
@@ -64,7 +64,7 @@ class DataTypeDate final : public DataTypeNumberBase<PrimitiveType::TYPE_DATE> {
         VecDateTimeValue value;
         if (value.from_date_str(node.date_literal.value.c_str(), node.date_literal.value.size())) {
             value.cast_to_date();
-            return Field::create_field<TYPE_DATE>(Int64(*reinterpret_cast<__int64_t*>(&value)));
+            return Field::create_field<TYPE_DATE>(std::move(value));
         } else {
             throw doris::Exception(doris::ErrorCode::INVALID_ARGUMENT,
                                    "Invalid value: {} for type Date", node.date_literal.value);
diff --git a/be/src/vec/data_types/data_type_date_or_datetime_v2.h b/be/src/vec/data_types/data_type_date_or_datetime_v2.h
index 82247777696428..22a1e4e342bf3b 100644
--- a/be/src/vec/data_types/data_type_date_or_datetime_v2.h
+++ b/be/src/vec/data_types/data_type_date_or_datetime_v2.h
@@ -71,7 +71,7 @@ class DataTypeDateV2 final : public DataTypeNumberBase<PrimitiveType::TYPE_DATEV
         DateV2Value<DateV2ValueType> value;
         if (value.from_date_str(node.date_literal.value.c_str(),
                                 cast_set<Int32>(node.date_literal.value.size()))) {
-            return Field::create_field<TYPE_DATEV2>(value.to_date_int_val());
+            return Field::create_field<TYPE_DATEV2>(std::move(value));
         } else {
             throw doris::Exception(doris::ErrorCode::INVALID_ARGUMENT,
                                    "Invalid value: {} for type DateV2", node.date_literal.value);
@@ -158,7 +158,7 @@ class DataTypeDateTimeV2 final : public DataTypeNumberBase<PrimitiveType::TYPE_D
                 node.type.types.empty() ? -1 : node.type.types.front().scalar_type.scale;
         if (value.from_date_str(node.date_literal.value.c_str(),
                                 cast_set<int32_t>(node.date_literal.value.size()), scale)) {
-            return Field::create_field<TYPE_DATETIMEV2>(value.to_date_int_val());
+            return Field::create_field<TYPE_DATETIMEV2>(std::move(value));
         } else {
             throw doris::Exception(doris::ErrorCode::INVALID_ARGUMENT,
                                    "Invalid value: {} for type DateTimeV2({})",
diff --git a/be/src/vec/data_types/data_type_date_time.h b/be/src/vec/data_types/data_type_date_time.h
index 6ce45dd45ef9d5..7f878587be54c3 100644
--- a/be/src/vec/data_types/data_type_date_time.h
+++ b/be/src/vec/data_types/data_type_date_time.h
@@ -96,7 +96,7 @@ class DataTypeDateTime final : public DataTypeNumberBase<PrimitiveType::TYPE_DAT
         VecDateTimeValue value;
         if (value.from_date_str(node.date_literal.value.c_str(), node.date_literal.value.size())) {
             value.to_datetime();
-            return Field::create_field<TYPE_DATETIME>(Int64(*reinterpret_cast<__int64_t*>(&value)));
+            return Field::create_field<TYPE_DATETIME>(std::move(value));
         } else {
             throw doris::Exception(doris::ErrorCode::INVALID_ARGUMENT,
                                    "Invalid value: {} for type DateTime", node.date_literal.value);
diff --git a/be/src/vec/data_types/data_type_decimal.cpp b/be/src/vec/data_types/data_type_decimal.cpp
index 4f756f239c8dac..e5d31ca74d5f73 100644
--- a/be/src/vec/data_types/data_type_decimal.cpp
+++ b/be/src/vec/data_types/data_type_decimal.cpp
@@ -211,7 +211,7 @@ void DataTypeDecimal<T>::to_pb_column_meta(PColumnMeta* col_meta) const {
 
 template <PrimitiveType T>
 Field DataTypeDecimal<T>::get_default() const {
-    return Field::create_field<T>(DecimalField<FieldType>(FieldType(), scale));
+    return Field::create_field<T>(typename PrimitiveTypeTraits<T>::CppType());
 }
 
 template <PrimitiveType T>
diff --git a/be/src/vec/data_types/data_type_decimal.h b/be/src/vec/data_types/data_type_decimal.h
index 8163198eb2dbb2..332125ec7ee6fe 100644
--- a/be/src/vec/data_types/data_type_decimal.h
+++ b/be/src/vec/data_types/data_type_decimal.h
@@ -258,22 +258,22 @@ class DataTypeDecimal final : public IDataType, public DecimalScaleInfo<T> {
             if (value.parse_from_str(node.decimal_literal.value.c_str(),
                                      cast_set<int>(node.decimal_literal.value.size())) ==
                 E_DEC_OK) {
-                return Field::create_field<TYPE_DECIMALV2>(
-                        DecimalField<FieldType>(value.value(), value.scale()));
+                return Field::create_field<TYPE_DECIMALV2>(std::move(value));
             } else {
                 throw doris::Exception(doris::ErrorCode::INVALID_ARGUMENT,
                                        "Invalid decimal(scale: {}) value: {}", value.scale(),
                                        node.decimal_literal.value);
             }
+        } else {
+            // decimal
+            FieldType val;
+            if (!parse_from_string(node.decimal_literal.value, &val)) {
+                throw doris::Exception(doris::ErrorCode::INVALID_ARGUMENT,
+                                       "Invalid value: {} for type {}", node.decimal_literal.value,
+                                       do_get_name());
+            };
+            return Field::create_field<T>(std::move(val));
         }
-        // decimal
-        FieldType val;
-        if (!parse_from_string(node.decimal_literal.value, &val)) {
-            throw doris::Exception(doris::ErrorCode::INVALID_ARGUMENT,
-                                   "Invalid value: {} for type {}", node.decimal_literal.value,
-                                   do_get_name());
-        };
-        return Field::create_field<T>(DecimalField<FieldType>(val, scale));
     }
 
     MutableColumnPtr create_column() const override;
diff --git a/be/src/vec/data_types/data_type_number_base.cpp b/be/src/vec/data_types/data_type_number_base.cpp
index 8972c50e37c574..3ea02da0e6eb9a 100644
--- a/be/src/vec/data_types/data_type_number_base.cpp
+++ b/be/src/vec/data_types/data_type_number_base.cpp
@@ -67,7 +67,7 @@ std::string DataTypeNumberBase<T>::to_string(
 
 template <PrimitiveType T>
 Field DataTypeNumberBase<T>::get_default() const {
-    return Field::create_field<T>(typename PrimitiveTypeTraits<T>::NearestFieldType());
+    return Field::create_field<T>(typename PrimitiveTypeTraits<T>::CppType());
 }
 
 template <PrimitiveType T>
@@ -88,11 +88,11 @@ Field DataTypeNumberBase<T>::get_field(const TExprNode& node) const {
     }
     if constexpr (is_int(T)) {
         return Field::create_field<T>(
-                typename PrimitiveTypeTraits<T>::NearestFieldType(node.int_literal.value));
+                typename PrimitiveTypeTraits<T>::CppType(node.int_literal.value));
     }
     if constexpr (is_float_or_double(T) || T == TYPE_TIMEV2 || T == TYPE_TIME) {
         return Field::create_field<T>(
-                typename PrimitiveTypeTraits<T>::NearestFieldType(node.float_literal.value));
+                typename PrimitiveTypeTraits<T>::CppType(node.float_literal.value));
     }
     throw Exception(Status::FatalError("__builtin_unreachable"));
 }
diff --git a/be/src/vec/data_types/data_type_timestamptz.cpp b/be/src/vec/data_types/data_type_timestamptz.cpp
index 54dce565c607ee..76d89ca2fafaf6 100644
--- a/be/src/vec/data_types/data_type_timestamptz.cpp
+++ b/be/src/vec/data_types/data_type_timestamptz.cpp
@@ -34,7 +34,7 @@ Field DataTypeTimeStampTz::get_field(const TExprNode& node) const {
                                "Invalid value: {} for type TimeStampTz({})",
                                node.date_literal.value, _scale);
     } else {
-        return Field::create_field<TYPE_TIMESTAMPTZ>(res.to_date_int_val());
+        return Field::create_field<TYPE_TIMESTAMPTZ>(res);
     }
 }
 
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 f325d0aba47cee..481d08b905cc19 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
@@ -866,7 +866,7 @@ const uint8_t* DataTypeNumberSerDe<T>::deserialize_binary_to_field(const uint8_t
         UInt64 v = unaligned_load<UInt64>(data);
         info.precision = -1;
         info.scale = static_cast<int>(scale);
-        field = Field::create_field<T>(v);
+        field = Field::create_field<T>(*(typename PrimitiveTypeTraits<T>::CppType*)&v);
         data += sizeof(UInt64);
     } else {
         throw doris::Exception(ErrorCode::NOT_IMPLEMENTED_ERROR,
diff --git a/be/src/vec/exec/format/parquet/parquet_predicate.h b/be/src/vec/exec/format/parquet/parquet_predicate.h
index 7a97e057da2334..c390a50cb3793e 100644
--- a/be/src/vec/exec/format/parquet/parquet_predicate.h
+++ b/be/src/vec/exec/format/parquet/parquet_predicate.h
@@ -311,8 +311,8 @@ class ParquetPredicate {
         auto logical_prim_type = logical_data_type->get_primitive_type();
 
         if (logical_prim_type == TYPE_FLOAT) {
-            auto& min_value = min_field->get<PrimitiveTypeTraits<TYPE_FLOAT>::NearestFieldType>();
-            auto& max_value = max_field->get<PrimitiveTypeTraits<TYPE_FLOAT>::NearestFieldType>();
+            auto& min_value = min_field->get<PrimitiveTypeTraits<TYPE_FLOAT>::CppType>();
+            auto& max_value = max_field->get<PrimitiveTypeTraits<TYPE_FLOAT>::CppType>();
 
             if (std::isnan(min_value) || std::isnan(max_value)) {
                 return Status::DataQualityError("Can not use this parquet min/max value.");
@@ -325,8 +325,8 @@ class ParquetPredicate {
                 max_value = 0.0F;
             }
         } else if (logical_prim_type == TYPE_DOUBLE) {
-            auto& min_value = min_field->get<PrimitiveTypeTraits<TYPE_DOUBLE>::NearestFieldType>();
-            auto& max_value = max_field->get<PrimitiveTypeTraits<TYPE_DOUBLE>::NearestFieldType>();
+            auto& min_value = min_field->get<PrimitiveTypeTraits<TYPE_DOUBLE>::CppType>();
+            auto& max_value = max_field->get<PrimitiveTypeTraits<TYPE_DOUBLE>::CppType>();
 
             if (std::isnan(min_value) || std::isnan(max_value)) {
                 return Status::DataQualityError("Can not use this parquet min/max value.");
@@ -340,10 +340,8 @@ class ParquetPredicate {
             }
         } else if (col_schema->parquet_schema.type == tparquet::Type::type::INT96 ||
                    logical_prim_type == TYPE_DATETIMEV2) {
-            auto min_value =
-                    min_field->get<PrimitiveTypeTraits<TYPE_DATETIMEV2>::NearestFieldType>();
-            auto max_value =
-                    min_field->get<PrimitiveTypeTraits<TYPE_DATETIMEV2>::NearestFieldType>();
+            auto min_value = min_field->get<PrimitiveTypeTraits<TYPE_DATETIMEV2>::CppType>();
+            auto max_value = min_field->get<PrimitiveTypeTraits<TYPE_DATETIMEV2>::CppType>();
 
             // From Trino: Parquet INT96 timestamp values were compared incorrectly
             // for the purposes of producing statistics by older parquet writers,
diff --git a/be/src/vec/exprs/vcondition_expr.cpp b/be/src/vec/exprs/vcondition_expr.cpp
index 068a2d74190421..c70b31a060fad6 100644
--- a/be/src/vec/exprs/vcondition_expr.cpp
+++ b/be/src/vec/exprs/vcondition_expr.cpp
@@ -213,7 +213,7 @@ Status VectorizedIfExpr::execute_for_null_then_else(Block& block,
                                                        arg_cond.column));
             }
         } else if (cond_const_col) {
-            if (cond_const_col->get_value<UInt8>()) { // if(true, null, else)
+            if (cond_const_col->get_value<TYPE_BOOLEAN>()) { // if(true, null, else)
                 block.get_by_position(result).column =
                         block.get_by_position(result).type->create_column()->clone_resized(
                                 input_rows_count);
@@ -251,7 +251,7 @@ Status VectorizedIfExpr::execute_for_null_then_else(Block& block,
                                                        std::move(negated_null_map)));
             }
         } else if (cond_const_col) {
-            if (cond_const_col->get_value<UInt8>()) { // if(true, then, NULL)
+            if (cond_const_col->get_value<TYPE_BOOLEAN>()) { // if(true, then, NULL)
                 block.get_by_position(result).column = make_nullable_column_if_not(arg_then.column);
             } else { // if(false, then, NULL)
                 block.get_by_position(result).column =
@@ -424,7 +424,7 @@ Status VectorizedIfExpr::_execute_impl_internal(Block& block, const ColumnNumber
 
     if (cond_const_col) {
         block.get_by_position(result).column =
-                cond_const_col->get_value<UInt8>() ? arg_then.column : arg_else.column;
+                cond_const_col->get_value<TYPE_BOOLEAN>() ? arg_then.column : arg_else.column;
         return Status::OK();
     }
 
diff --git a/be/src/vec/exprs/vexpr.cpp b/be/src/vec/exprs/vexpr.cpp
index 580d647d71af9c..a28b963cd049eb 100644
--- a/be/src/vec/exprs/vexpr.cpp
+++ b/be/src/vec/exprs/vexpr.cpp
@@ -191,171 +191,146 @@ TExprNode create_texpr_node_from(const vectorized::Field& field, const Primitive
     TExprNode node;
     switch (type) {
     case TYPE_BOOLEAN: {
-        const auto& storage = static_cast<bool>(
-                field.get<typename PrimitiveTypeTraits<TYPE_BOOLEAN>::NearestFieldType>());
+        const auto& storage =
+                static_cast<bool>(field.get<typename PrimitiveTypeTraits<TYPE_BOOLEAN>::CppType>());
         THROW_IF_ERROR(create_texpr_literal_node<TYPE_BOOLEAN>(&storage, &node));
         break;
     }
     case TYPE_TINYINT: {
         const auto& storage = static_cast<int8_t>(
-                field.get<typename PrimitiveTypeTraits<TYPE_TINYINT>::NearestFieldType>());
+                field.get<typename PrimitiveTypeTraits<TYPE_TINYINT>::CppType>());
         THROW_IF_ERROR(create_texpr_literal_node<TYPE_TINYINT>(&storage, &node));
         break;
     }
     case TYPE_SMALLINT: {
         const auto& storage = static_cast<int16_t>(
-                field.get<typename PrimitiveTypeTraits<TYPE_SMALLINT>::NearestFieldType>());
+                field.get<typename PrimitiveTypeTraits<TYPE_SMALLINT>::CppType>());
         THROW_IF_ERROR(create_texpr_literal_node<TYPE_SMALLINT>(&storage, &node));
         break;
     }
     case TYPE_INT: {
-        const auto& storage = static_cast<int32_t>(
-                field.get<typename PrimitiveTypeTraits<TYPE_INT>::NearestFieldType>());
+        const auto& storage =
+                static_cast<int32_t>(field.get<typename PrimitiveTypeTraits<TYPE_INT>::CppType>());
         THROW_IF_ERROR(create_texpr_literal_node<TYPE_INT>(&storage, &node));
         break;
     }
     case TYPE_BIGINT: {
         const auto& storage = static_cast<int64_t>(
-                field.get<typename PrimitiveTypeTraits<TYPE_BIGINT>::NearestFieldType>());
+                field.get<typename PrimitiveTypeTraits<TYPE_BIGINT>::CppType>());
         THROW_IF_ERROR(create_texpr_literal_node<TYPE_BIGINT>(&storage, &node));
         break;
     }
     case TYPE_LARGEINT: {
         const auto& storage = static_cast<int128_t>(
-                field.get<typename PrimitiveTypeTraits<TYPE_LARGEINT>::NearestFieldType>());
+                field.get<typename PrimitiveTypeTraits<TYPE_LARGEINT>::CppType>());
         THROW_IF_ERROR(create_texpr_literal_node<TYPE_LARGEINT>(&storage, &node));
         break;
     }
     case TYPE_FLOAT: {
-        const auto& storage = static_cast<float>(
-                field.get<typename PrimitiveTypeTraits<TYPE_FLOAT>::NearestFieldType>());
+        const auto& storage =
+                static_cast<float>(field.get<typename PrimitiveTypeTraits<TYPE_FLOAT>::CppType>());
         THROW_IF_ERROR(create_texpr_literal_node<TYPE_FLOAT>(&storage, &node));
         break;
     }
     case TYPE_DOUBLE: {
         const auto& storage = static_cast<double>(
-                field.get<typename PrimitiveTypeTraits<TYPE_DOUBLE>::NearestFieldType>());
+                field.get<typename PrimitiveTypeTraits<TYPE_DOUBLE>::CppType>());
         THROW_IF_ERROR(create_texpr_literal_node<TYPE_DOUBLE>(&storage, &node));
         break;
     }
     case TYPE_DATEV2: {
-        DateV2Value<DateV2ValueType> storage =
-                binary_cast<uint32_t, DateV2Value<DateV2ValueType>>(static_cast<uint32_t>(
-                        field.get<typename PrimitiveTypeTraits<TYPE_DATEV2>::NearestFieldType>()));
+        const auto& storage = field.get<typename PrimitiveTypeTraits<TYPE_DATEV2>::CppType>();
 
         THROW_IF_ERROR(create_texpr_literal_node<TYPE_DATEV2>(&storage, &node));
         break;
     }
     case TYPE_DATETIMEV2: {
-        DateV2Value<DateTimeV2ValueType> storage = binary_cast<uint64_t,
-                                                               DateV2Value<DateTimeV2ValueType>>(
-                field.get<typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::NearestFieldType>());
-
+        const auto& storage = field.get<typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::CppType>();
         THROW_IF_ERROR(
                 create_texpr_literal_node<TYPE_DATETIMEV2>(&storage, &node, precision, scale));
         break;
     }
     case TYPE_TIMESTAMPTZ: {
-        TimestampTzValue storage = binary_cast<uint64_t, TimestampTzValue>(
-                field.get<typename PrimitiveTypeTraits<TYPE_TIMESTAMPTZ>::NearestFieldType>());
+        const auto& storage = field.get<typename PrimitiveTypeTraits<TYPE_TIMESTAMPTZ>::CppType>();
 
         THROW_IF_ERROR(
                 create_texpr_literal_node<TYPE_TIMESTAMPTZ>(&storage, &node, precision, scale));
         break;
     }
     case TYPE_DATE: {
-        VecDateTimeValue storage = binary_cast<int64_t, doris::VecDateTimeValue>(
-                field.get<typename PrimitiveTypeTraits<TYPE_DATE>::NearestFieldType>());
+        const auto& storage = field.get<typename PrimitiveTypeTraits<TYPE_DATE>::CppType>();
         THROW_IF_ERROR(create_texpr_literal_node<TYPE_DATE>(&storage, &node));
         break;
     }
     case TYPE_DATETIME: {
-        VecDateTimeValue storage = binary_cast<int64_t, doris::VecDateTimeValue>(
-                field.get<typename PrimitiveTypeTraits<TYPE_DATETIME>::NearestFieldType>());
+        const auto& storage = field.get<typename PrimitiveTypeTraits<TYPE_DATETIME>::CppType>();
         THROW_IF_ERROR(create_texpr_literal_node<TYPE_DATETIME>(&storage, &node));
         break;
     }
     case TYPE_DECIMALV2: {
-        const auto& storage =
-                field.get<typename PrimitiveTypeTraits<TYPE_DECIMALV2>::NearestFieldType>()
-                        .get_value();
+        const auto& storage = field.get<typename PrimitiveTypeTraits<TYPE_DECIMALV2>::CppType>();
 
         THROW_IF_ERROR(
                 create_texpr_literal_node<TYPE_DECIMALV2>(&storage, &node, precision, scale));
         break;
     }
     case TYPE_DECIMAL32: {
-        const auto& storage =
-                field.get<typename PrimitiveTypeTraits<TYPE_DECIMAL32>::NearestFieldType>()
-                        .get_value();
+        const auto& storage = field.get<typename PrimitiveTypeTraits<TYPE_DECIMAL32>::CppType>();
         THROW_IF_ERROR(
                 create_texpr_literal_node<TYPE_DECIMAL32>(&storage, &node, precision, scale));
         break;
     }
     case TYPE_DECIMAL64: {
-        const auto& storage =
-                field.get<typename PrimitiveTypeTraits<TYPE_DECIMAL64>::NearestFieldType>()
-                        .get_value();
+        const auto& storage = field.get<typename PrimitiveTypeTraits<TYPE_DECIMAL64>::CppType>();
         THROW_IF_ERROR(
                 create_texpr_literal_node<TYPE_DECIMAL64>(&storage, &node, precision, scale));
         break;
     }
     case TYPE_DECIMAL128I: {
-        const auto& storage =
-                field.get<typename PrimitiveTypeTraits<TYPE_DECIMAL128I>::NearestFieldType>()
-                        .get_value();
+        const auto& storage = field.get<typename PrimitiveTypeTraits<TYPE_DECIMAL128I>::CppType>();
         THROW_IF_ERROR(
                 create_texpr_literal_node<TYPE_DECIMAL128I>(&storage, &node, precision, scale));
         break;
     }
     case TYPE_DECIMAL256: {
-        const auto& storage =
-                field.get<typename PrimitiveTypeTraits<TYPE_DECIMAL256>::NearestFieldType>()
-                        .get_value();
+        const auto& storage = field.get<typename PrimitiveTypeTraits<TYPE_DECIMAL256>::CppType>();
         THROW_IF_ERROR(
                 create_texpr_literal_node<TYPE_DECIMAL256>(&storage, &node, precision, scale));
         break;
     }
     case TYPE_CHAR: {
-        const auto& storage =
-                field.get<typename PrimitiveTypeTraits<TYPE_CHAR>::NearestFieldType>();
+        const auto& storage = field.get<typename PrimitiveTypeTraits<TYPE_CHAR>::CppType>();
         THROW_IF_ERROR(create_texpr_literal_node<TYPE_CHAR>(&storage, &node));
         break;
     }
     case TYPE_VARCHAR: {
-        const auto& storage =
-                field.get<typename PrimitiveTypeTraits<TYPE_VARCHAR>::NearestFieldType>();
+        const auto& storage = field.get<typename PrimitiveTypeTraits<TYPE_VARCHAR>::CppType>();
         THROW_IF_ERROR(create_texpr_literal_node<TYPE_VARCHAR>(&storage, &node));
         break;
     }
     case TYPE_STRING: {
-        const auto& storage =
-                field.get<typename PrimitiveTypeTraits<TYPE_STRING>::NearestFieldType>();
+        const auto& storage = field.get<typename PrimitiveTypeTraits<TYPE_STRING>::CppType>();
         THROW_IF_ERROR(create_texpr_literal_node<TYPE_STRING>(&storage, &node));
         break;
     }
     case TYPE_IPV4: {
-        const auto& storage =
-                field.get<typename PrimitiveTypeTraits<TYPE_IPV4>::NearestFieldType>();
+        const auto& storage = field.get<typename PrimitiveTypeTraits<TYPE_IPV4>::CppType>();
         THROW_IF_ERROR(create_texpr_literal_node<TYPE_IPV4>(&storage, &node));
         break;
     }
     case TYPE_IPV6: {
-        const auto& storage =
-                field.get<typename PrimitiveTypeTraits<TYPE_IPV6>::NearestFieldType>();
+        const auto& storage = field.get<typename PrimitiveTypeTraits<TYPE_IPV6>::CppType>();
         THROW_IF_ERROR(create_texpr_literal_node<TYPE_IPV6>(&storage, &node));
         break;
     }
     case TYPE_TIMEV2: {
-        const auto& storage =
-                field.get<typename PrimitiveTypeTraits<TYPE_TIMEV2>::NearestFieldType>();
+        const auto& storage = field.get<typename PrimitiveTypeTraits<TYPE_TIMEV2>::CppType>();
         THROW_IF_ERROR(create_texpr_literal_node<TYPE_TIMEV2>(&storage, &node));
         break;
     }
     case TYPE_VARBINARY: {
-        const auto& svf = field.get<vectorized::StringViewField>();
-        const std::string& storage = svf.get_string();
-        THROW_IF_ERROR(create_texpr_literal_node<TYPE_VARBINARY>(&storage, &node));
+        const auto& svf = field.get<typename PrimitiveTypeTraits<TYPE_VARBINARY>::CppType>();
+        THROW_IF_ERROR(create_texpr_literal_node<TYPE_VARBINARY>(&svf, &node));
         break;
     }
     default:
diff --git a/be/src/vec/functions/binary_arithmetic.h b/be/src/vec/functions/binary_arithmetic.h
index 1f4e3a2391389b..42aaedbd8994b0 100644
--- a/be/src/vec/functions/binary_arithmetic.h
+++ b/be/src/vec/functions/binary_arithmetic.h
@@ -429,12 +429,22 @@ class FunctionPlusMinus : public IFunction {
                                 auto max_and_multiplier = Impl::get_max_and_multiplier(
                                         type_left, type_right, type_result);
 
+                                typename PrimitiveTypeTraits<TYPE_DECIMALV2>::ColumnItemType
+                                        left_tmp;
+                                auto left_src =
+                                        column_left_ptr
+                                                ->template get_value<Impl::DataTypeA::PType>();
+                                std::memcpy(&left_tmp, &left_src, sizeof(left_src));
+                                typename PrimitiveTypeTraits<TYPE_DECIMALV2>::ColumnItemType
+                                        right_tmp;
+                                auto right_src =
+                                        column_right_ptr
+                                                ->template get_value<Impl::DataTypeB::PType>();
+                                std::memcpy(&right_tmp, &right_src, sizeof(right_src));
                                 column_result = Impl::constant_constant(
-                                        column_left_ptr->template get_value<typename Impl::ArgA>(),
-                                        column_right_ptr->template get_value<typename Impl::ArgB>(),
-                                        type_left, type_right, max_and_multiplier.first,
-                                        max_and_multiplier.second, type_result,
-                                        check_overflow_for_decimal);
+                                        left_tmp, right_tmp, type_left, type_right,
+                                        max_and_multiplier.first, max_and_multiplier.second,
+                                        type_result, check_overflow_for_decimal);
                                 return true;
                             })) {
                     throw Exception(ErrorCode::INTERNAL_ERROR,
@@ -449,8 +459,10 @@ class FunctionPlusMinus : public IFunction {
                                         type_left, type_right, type_result);
 
                                 column_result = Impl::constant_constant(
-                                        column_left_ptr->template get_value<typename Impl::ArgA>(),
-                                        column_right_ptr->template get_value<typename Impl::ArgB>(),
+                                        column_left_ptr
+                                                ->template get_value<Impl::DataTypeA::PType>(),
+                                        column_right_ptr
+                                                ->template get_value<Impl::DataTypeB::PType>(),
                                         type_left, type_right, max_and_multiplier.first,
                                         max_and_multiplier.second, type_result,
                                         check_overflow_for_decimal);
@@ -463,8 +475,8 @@ class FunctionPlusMinus : public IFunction {
             }
         } else {
             column_result = Impl::constant_constant(
-                    column_left_ptr->template get_value<typename Impl::ArgA>(),
-                    column_right_ptr->template get_value<typename Impl::ArgB>());
+                    column_left_ptr->template get_value<Impl::DataTypeA::PType>(),
+                    column_right_ptr->template get_value<Impl::DataTypeB::PType>());
         }
 
         return ColumnConst::create(std::move(column_result), column_left->size());
@@ -484,12 +496,14 @@ class FunctionPlusMinus : public IFunction {
                             remove_nullable(res_data_type).get(), [&](const auto& type_result) {
                                 auto max_and_multiplier = Impl::get_max_and_multiplier(
                                         type_left, type_right, type_result);
-                                res = Impl::vector_constant(
-                                        column_left->get_ptr(),
-                                        column_right_ptr->template get_value<typename Impl::ArgB>(),
-                                        type_left, type_right, max_and_multiplier.first,
-                                        max_and_multiplier.second, type_result,
-                                        check_overflow_for_decimal);
+                                typename PrimitiveTypeTraits<TYPE_DECIMALV2>::ColumnItemType tmp;
+                                auto src = column_right_ptr
+                                                   ->template get_value<Impl::DataTypeB::PType>();
+                                std::memcpy(&tmp, &src, sizeof(src));
+                                res = Impl::vector_constant(column_left->get_ptr(), tmp, type_left,
+                                                            type_right, max_and_multiplier.first,
+                                                            max_and_multiplier.second, type_result,
+                                                            check_overflow_for_decimal);
                                 return true;
                             })) {
                     throw Exception(ErrorCode::INTERNAL_ERROR,
@@ -504,7 +518,8 @@ class FunctionPlusMinus : public IFunction {
                                         type_left, type_right, type_result);
                                 res = Impl::vector_constant(
                                         column_left->get_ptr(),
-                                        column_right_ptr->template get_value<typename Impl::ArgB>(),
+                                        column_right_ptr
+                                                ->template get_value<Impl::DataTypeB::PType>(),
                                         type_left, type_right, max_and_multiplier.first,
                                         max_and_multiplier.second, type_result,
                                         check_overflow_for_decimal);
@@ -518,7 +533,7 @@ class FunctionPlusMinus : public IFunction {
         } else {
             res = Impl::vector_constant(
                     column_left->get_ptr(),
-                    column_right_ptr->template get_value<typename Impl::ArgB>());
+                    column_right_ptr->template get_value<Impl::DataTypeB::PType>());
         }
         return res;
     }
@@ -537,11 +552,14 @@ class FunctionPlusMinus : public IFunction {
                             remove_nullable(res_data_type).get(), [&](const auto& type_result) {
                                 auto max_and_multiplier = Impl::get_max_and_multiplier(
                                         type_left, type_right, type_result);
-                                res = Impl::constant_vector(
-                                        column_left_ptr->template get_value<typename Impl::ArgA>(),
-                                        column_right->get_ptr(), type_left, type_right,
-                                        max_and_multiplier.first, max_and_multiplier.second,
-                                        type_result, check_overflow_for_decimal);
+                                typename PrimitiveTypeTraits<TYPE_DECIMALV2>::ColumnItemType tmp;
+                                auto src = column_left_ptr
+                                                   ->template get_value<Impl::DataTypeA::PType>();
+                                std::memcpy(&tmp, &src, sizeof(src));
+                                res = Impl::constant_vector(tmp, column_right->get_ptr(), type_left,
+                                                            type_right, max_and_multiplier.first,
+                                                            max_and_multiplier.second, type_result,
+                                                            check_overflow_for_decimal);
                                 return true;
                             })) {
                     throw Exception(ErrorCode::INTERNAL_ERROR,
@@ -555,7 +573,8 @@ class FunctionPlusMinus : public IFunction {
                                 auto max_and_multiplier = Impl::get_max_and_multiplier(
                                         type_left, type_right, type_result);
                                 res = Impl::constant_vector(
-                                        column_left_ptr->template get_value<typename Impl::ArgA>(),
+                                        column_left_ptr
+                                                ->template get_value<Impl::DataTypeA::PType>(),
                                         column_right->get_ptr(), type_left, type_right,
                                         max_and_multiplier.first, max_and_multiplier.second,
                                         type_result, check_overflow_for_decimal);
@@ -567,8 +586,9 @@ class FunctionPlusMinus : public IFunction {
                 }
             }
         } else {
-            res = Impl::constant_vector(column_left_ptr->template get_value<typename Impl::ArgA>(),
-                                        column_right->get_ptr());
+            res = Impl::constant_vector(
+                    column_left_ptr->template get_value<Impl::DataTypeA::PType>(),
+                    column_right->get_ptr());
         }
         return res;
     }
diff --git a/be/src/vec/functions/divide.cpp b/be/src/vec/functions/divide.cpp
index b50b12674e245c..7f0cbc7990ea0b 100644
--- a/be/src/vec/functions/divide.cpp
+++ b/be/src/vec/functions/divide.cpp
@@ -108,11 +108,20 @@ class FunctionDiv : public IFunction {
                                 auto max_and_multiplier = Impl::get_max_and_multiplier(
                                         type_left, type_right, type_result);
 
+                                typename PrimitiveTypeTraits<TYPE_DECIMALV2>::ColumnItemType
+                                        left_tmp;
+                                auto left_src =
+                                        column_left_ptr->template get_value<Impl::ArgAPType>();
+                                std::memcpy(&left_tmp, &left_src, sizeof(left_src));
+                                typename PrimitiveTypeTraits<TYPE_DECIMALV2>::ColumnItemType
+                                        right_tmp;
+                                auto right_src =
+                                        column_right_ptr->template get_value<Impl::ArgBPType>();
+                                std::memcpy(&right_tmp, &right_src, sizeof(right_src));
                                 column_result = Impl::constant_constant(
-                                        column_left_ptr->template get_value<typename Impl::ArgA>(),
-                                        column_right_ptr->template get_value<typename Impl::ArgB>(),
-                                        max_and_multiplier.first, max_and_multiplier.second,
-                                        type_result, check_overflow_for_decimal);
+                                        left_tmp, right_tmp, max_and_multiplier.first,
+                                        max_and_multiplier.second, type_result,
+                                        check_overflow_for_decimal);
                                 return true;
                             })) {
                     throw Exception(ErrorCode::INTERNAL_ERROR,
@@ -125,12 +134,20 @@ class FunctionDiv : public IFunction {
                             remove_nullable(res_data_type).get(), [&](const auto& type_result) {
                                 auto max_and_multiplier = Impl::get_max_and_multiplier(
                                         type_left, type_right, type_result);
-
+                                typename PrimitiveTypeTraits<Impl::ArgAPType>::ColumnItemType
+                                        left_tmp;
+                                auto left_src =
+                                        column_left_ptr->template get_value<Impl::ArgAPType>();
+                                std::memcpy(&left_tmp, &left_src, sizeof(left_src));
+                                typename PrimitiveTypeTraits<Impl::ArgBPType>::ColumnItemType
+                                        right_tmp;
+                                auto right_src =
+                                        column_right_ptr->template get_value<Impl::ArgBPType>();
+                                std::memcpy(&right_tmp, &right_src, sizeof(right_src));
                                 column_result = Impl::constant_constant(
-                                        column_left_ptr->template get_value<typename Impl::ArgA>(),
-                                        column_right_ptr->template get_value<typename Impl::ArgB>(),
-                                        max_and_multiplier.first, max_and_multiplier.second,
-                                        type_result, check_overflow_for_decimal);
+                                        left_tmp, right_tmp, max_and_multiplier.first,
+                                        max_and_multiplier.second, type_result,
+                                        check_overflow_for_decimal);
                                 return true;
                             })) {
                     throw Exception(ErrorCode::INTERNAL_ERROR,
@@ -139,9 +156,13 @@ class FunctionDiv : public IFunction {
                 }
             }
         } else {
-            column_result = Impl::constant_constant(
-                    column_left_ptr->template get_value<typename Impl::ArgA>(),
-                    column_right_ptr->template get_value<typename Impl::ArgB>());
+            typename PrimitiveTypeTraits<Impl::ArgAPType>::ColumnItemType left_tmp;
+            auto left_src = column_left_ptr->template get_value<Impl::ArgAPType>();
+            std::memcpy(&left_tmp, &left_src, sizeof(left_src));
+            typename PrimitiveTypeTraits<Impl::ArgBPType>::ColumnItemType right_tmp;
+            auto right_src = column_right_ptr->template get_value<Impl::ArgBPType>();
+            std::memcpy(&right_tmp, &right_src, sizeof(right_src));
+            column_result = Impl::constant_constant(left_tmp, right_tmp);
         }
 
         return ColumnConst::create(std::move(column_result), column_left->size());
@@ -161,11 +182,13 @@ class FunctionDiv : public IFunction {
                             remove_nullable(res_data_type).get(), [&](const auto& type_result) {
                                 auto max_and_multiplier = Impl::get_max_and_multiplier(
                                         type_left, type_right, type_result);
-                                res = Impl::vector_constant(
-                                        column_left->get_ptr(),
-                                        column_right_ptr->template get_value<typename Impl::ArgB>(),
-                                        max_and_multiplier.first, max_and_multiplier.second,
-                                        type_result, check_overflow_for_decimal);
+                                typename PrimitiveTypeTraits<Impl::ArgBPType>::ColumnItemType tmp;
+                                auto src = column_right_ptr->template get_value<Impl::ArgBPType>();
+                                std::memcpy(&tmp, &src, sizeof(src));
+                                res = Impl::vector_constant(column_left->get_ptr(), tmp,
+                                                            max_and_multiplier.first,
+                                                            max_and_multiplier.second, type_result,
+                                                            check_overflow_for_decimal);
                                 return true;
                             })) {
                     throw Exception(ErrorCode::INTERNAL_ERROR,
@@ -180,7 +203,7 @@ class FunctionDiv : public IFunction {
                                         type_left, type_right, type_result);
                                 res = Impl::vector_constant(
                                         column_left->get_ptr(),
-                                        column_right_ptr->template get_value<typename Impl::ArgB>(),
+                                        column_right_ptr->template get_value<Impl::ArgBPType>(),
                                         max_and_multiplier.first, max_and_multiplier.second,
                                         type_result, check_overflow_for_decimal);
                                 return true;
@@ -191,9 +214,8 @@ class FunctionDiv : public IFunction {
                 }
             }
         } else {
-            res = Impl::vector_constant(
-                    column_left->get_ptr(),
-                    column_right_ptr->template get_value<typename Impl::ArgB>());
+            res = Impl::vector_constant(column_left->get_ptr(),
+                                        column_right_ptr->template get_value<Impl::ArgBPType>());
         }
         return res;
     }
@@ -212,11 +234,13 @@ class FunctionDiv : public IFunction {
                             remove_nullable(res_data_type).get(), [&](const auto& type_result) {
                                 auto max_and_multiplier = Impl::get_max_and_multiplier(
                                         type_left, type_right, type_result);
-                                res = Impl::constant_vector(
-                                        column_left_ptr->template get_value<typename Impl::ArgA>(),
-                                        column_right->get_ptr(), max_and_multiplier.first,
-                                        max_and_multiplier.second, type_result,
-                                        check_overflow_for_decimal);
+                                typename PrimitiveTypeTraits<Impl::ArgAPType>::ColumnItemType tmp;
+                                auto src = column_left_ptr->template get_value<Impl::ArgAPType>();
+                                std::memcpy(&tmp, &src, sizeof(src));
+                                res = Impl::constant_vector(tmp, column_right->get_ptr(),
+                                                            max_and_multiplier.first,
+                                                            max_and_multiplier.second, type_result,
+                                                            check_overflow_for_decimal);
                                 return true;
                             })) {
                     throw Exception(ErrorCode::INTERNAL_ERROR,
@@ -229,11 +253,13 @@ class FunctionDiv : public IFunction {
                             remove_nullable(res_data_type).get(), [&](const auto& type_result) {
                                 auto max_and_multiplier = Impl::get_max_and_multiplier(
                                         type_left, type_right, type_result);
-                                res = Impl::constant_vector(
-                                        column_left_ptr->template get_value<typename Impl::ArgA>(),
-                                        column_right->get_ptr(), max_and_multiplier.first,
-                                        max_and_multiplier.second, type_result,
-                                        check_overflow_for_decimal);
+                                typename PrimitiveTypeTraits<Impl::ArgAPType>::ColumnItemType tmp;
+                                auto src = column_left_ptr->template get_value<Impl::ArgAPType>();
+                                std::memcpy(&tmp, &src, sizeof(src));
+                                res = Impl::constant_vector(tmp, column_right->get_ptr(),
+                                                            max_and_multiplier.first,
+                                                            max_and_multiplier.second, type_result,
+                                                            check_overflow_for_decimal);
                                 return true;
                             })) {
                     throw Exception(ErrorCode::INTERNAL_ERROR,
@@ -242,7 +268,7 @@ class FunctionDiv : public IFunction {
                 }
             }
         } else {
-            res = Impl::constant_vector(column_left_ptr->template get_value<typename Impl::ArgA>(),
+            res = Impl::constant_vector(column_left_ptr->template get_value<Impl::ArgAPType>(),
                                         column_right->get_ptr());
         }
         return res;
@@ -298,6 +324,8 @@ static const DecimalV2Value one(1, 0);
 struct DivideFloatingImpl {
     using ArgA = typename PrimitiveTypeTraits<TYPE_DOUBLE>::CppNativeType;
     using ArgB = typename PrimitiveTypeTraits<TYPE_DOUBLE>::CppNativeType;
+    static constexpr PrimitiveType ArgAPType = TYPE_DOUBLE;
+    static constexpr PrimitiveType ArgBPType = TYPE_DOUBLE;
     using ColumnType = typename PrimitiveTypeTraits<TYPE_DOUBLE>::ColumnType;
     using DataTypeA = typename PrimitiveTypeTraits<TYPE_DOUBLE>::DataType;
     using DataTypeB = typename PrimitiveTypeTraits<TYPE_DOUBLE>::DataType;
@@ -387,6 +415,8 @@ struct DivideDecimalImpl {
                   (TypeA != TYPE_DECIMALV2 && TypeB != TYPE_DECIMALV2));
     using ArgA = typename PrimitiveTypeTraits<TypeA>::ColumnItemType;
     using ArgB = typename PrimitiveTypeTraits<TypeB>::ColumnItemType;
+    static constexpr PrimitiveType ArgAPType = TypeA;
+    static constexpr PrimitiveType ArgBPType = TypeB;
     using ArgNativeTypeA = typename PrimitiveTypeTraits<TypeA>::CppNativeType;
     using ArgNativeTypeB = typename PrimitiveTypeTraits<TypeB>::CppNativeType;
     using DataTypeA = typename PrimitiveTypeTraits<TypeA>::DataType;
@@ -461,12 +491,12 @@ struct DivideDecimalImpl {
         if (check_overflow_for_decimal) {
             for (size_t i = 0; i < sz; ++i) {
                 c[i] = typename DataTypeDecimal<ResultType>::FieldType(
-                        apply<true, ResultType>(a[i].value, b.value, n[i], max_result_number));
+                        apply<true, ResultType>(a[i], b, n[i], max_result_number));
             }
         } else {
             for (size_t i = 0; i < sz; ++i) {
                 c[i] = typename DataTypeDecimal<ResultType>::FieldType(
-                        apply<false, ResultType>(a[i].value, b.value, n[i], max_result_number));
+                        apply<false, ResultType>(a[i], b, n[i], max_result_number));
             }
         }
 
@@ -493,12 +523,12 @@ struct DivideDecimalImpl {
         if (check_overflow_for_decimal) {
             for (size_t i = 0; i < sz; ++i) {
                 c[i] = typename DataTypeDecimal<ResultType>::FieldType(
-                        apply<true, ResultType>(a.value, b[i].value, n[i], max_result_number));
+                        apply<true, ResultType>(a, b[i], n[i], max_result_number));
             }
         } else {
             for (size_t i = 0; i < sz; ++i) {
                 c[i] = typename DataTypeDecimal<ResultType>::FieldType(
-                        apply<false, ResultType>(a.value, b[i].value, n[i], max_result_number));
+                        apply<false, ResultType>(a, b[i], n[i], max_result_number));
             }
         }
 
@@ -529,8 +559,8 @@ struct DivideDecimalImpl {
         if constexpr (TypeA == TYPE_DECIMALV2) {
             if (check_overflow_for_decimal) {
                 for (size_t i = 0; i < sz; ++i) {
-                    c[i] = Decimal128V2(apply<true, TYPE_DECIMALV2>(a[i].value, b[i].value, n[i],
-                                                                    max_result_number));
+                    c[i] = Decimal128V2(
+                            apply<true, TYPE_DECIMALV2>(a[i], b[i], n[i], max_result_number));
                 }
             } else {
                 for (size_t i = 0; i < sz; ++i) {
@@ -541,13 +571,13 @@ struct DivideDecimalImpl {
         } else {
             if (check_overflow_for_decimal) {
                 for (size_t i = 0; i < sz; ++i) {
-                    c[i] = typename DataTypeDecimal<ResultType>::FieldType(apply<true, ResultType>(
-                            a[i].value, b[i].value, n[i], max_result_number));
+                    c[i] = typename DataTypeDecimal<ResultType>::FieldType(
+                            apply<true, ResultType>(a[i], b[i], n[i], max_result_number));
                 }
             } else {
                 for (size_t i = 0; i < sz; ++i) {
-                    c[i] = typename DataTypeDecimal<ResultType>::FieldType(apply<false, ResultType>(
-                            a[i].value, b[i].value, n[i], max_result_number));
+                    c[i] = typename DataTypeDecimal<ResultType>::FieldType(
+                            apply<false, ResultType>(a[i], b[i], n[i], max_result_number));
                 }
             }
         }
diff --git a/be/src/vec/functions/function_bit.cpp b/be/src/vec/functions/function_bit.cpp
index 19c87cc15575e1..6218984333e707 100644
--- a/be/src/vec/functions/function_bit.cpp
+++ b/be/src/vec/functions/function_bit.cpp
@@ -83,9 +83,8 @@ class FunctionBit : public IFunction {
         ColumnPtr column_result = nullptr;
 
         auto res = Impl::ColumnType::create(1);
-        res->get_element(0) =
-                Impl::apply(column_left_ptr->template get_value<typename Impl::Arg>(),
-                            column_right_ptr->template get_value<typename Impl::Arg>());
+        res->get_element(0) = Impl::apply(column_left_ptr->template get_value<Impl::ArgPType>(),
+                                          column_right_ptr->template get_value<Impl::ArgPType>());
         column_result = std::move(res);
         return ColumnConst::create(std::move(column_result), column_left->size());
     }
@@ -100,7 +99,7 @@ class FunctionBit : public IFunction {
         auto& c = column_result->get_data();
         size_t size = a.size();
         for (size_t i = 0; i < size; ++i) {
-            c[i] = Impl::apply(a[i], column_right_ptr->template get_value<typename Impl::Arg>());
+            c[i] = Impl::apply(a[i], column_right_ptr->template get_value<Impl::ArgPType>());
         }
         return column_result;
     }
@@ -116,7 +115,7 @@ class FunctionBit : public IFunction {
         auto& c = column_result->get_data();
         size_t size = b.size();
         for (size_t i = 0; i < size; ++i) {
-            c[i] = Impl::apply(column_left_ptr->template get_value<typename Impl::Arg>(), b[i]);
+            c[i] = Impl::apply(column_left_ptr->template get_value<Impl::ArgPType>(), b[i]);
         }
         return column_result;
     }
@@ -148,6 +147,7 @@ struct BitAndImpl {
     using ColumnType = typename PrimitiveTypeTraits<PType>::ColumnType;
     static constexpr auto name = "bitand";
     static constexpr bool is_nullable = false;
+    static constexpr PrimitiveType ArgPType = PType;
     static inline Arg apply(Arg a, Arg b) { return a & b; }
 };
 
@@ -159,6 +159,7 @@ struct BitOrImpl {
     using ColumnType = typename PrimitiveTypeTraits<PType>::ColumnType;
     static constexpr auto name = "bitor";
     static constexpr bool is_nullable = false;
+    static constexpr PrimitiveType ArgPType = PType;
     static inline Arg apply(Arg a, Arg b) { return a | b; }
 };
 
@@ -170,6 +171,7 @@ struct BitXorImpl {
     using ColumnType = typename PrimitiveTypeTraits<PType>::ColumnType;
     static constexpr auto name = "bitxor";
     static constexpr bool is_nullable = false;
+    static constexpr PrimitiveType ArgPType = PType;
     static inline Arg apply(Arg a, Arg b) { return a ^ b; }
 };
 
diff --git a/be/src/vec/functions/function_bit_shift.cpp b/be/src/vec/functions/function_bit_shift.cpp
index fff5f35db09979..211da9ddb59286 100644
--- a/be/src/vec/functions/function_bit_shift.cpp
+++ b/be/src/vec/functions/function_bit_shift.cpp
@@ -72,8 +72,8 @@ class FunctionBitShift : public IFunction {
         ColumnPtr column_result = nullptr;
 
         auto res = ColumnInt64::create(1);
-        res->get_element(0) = Impl::apply(column_left_ptr->template get_value<int64_t>(),
-                                          column_right_ptr->template get_value<int8_t>());
+        res->get_element(0) = Impl::apply(column_left_ptr->template get_value<TYPE_BIGINT>(),
+                                          column_right_ptr->template get_value<TYPE_TINYINT>());
         column_result = std::move(res);
         return ColumnConst::create(std::move(column_result), column_left->size());
     }
@@ -87,7 +87,7 @@ class FunctionBitShift : public IFunction {
         auto& c = column_result->get_data();
         size_t size = a.size();
         for (size_t i = 0; i < size; ++i) {
-            c[i] = Impl::apply(a[i], column_right_ptr->template get_value<int8_t>());
+            c[i] = Impl::apply(a[i], column_right_ptr->template get_value<TYPE_TINYINT>());
         }
         return column_result;
     }
@@ -101,7 +101,7 @@ class FunctionBitShift : public IFunction {
         auto& c = column_result->get_data();
         size_t size = b.size();
         for (size_t i = 0; i < size; ++i) {
-            c[i] = Impl::apply(column_left_ptr->template get_value<int64_t>(), b[i]);
+            c[i] = Impl::apply(column_left_ptr->template get_value<TYPE_BIGINT>(), b[i]);
         }
         return column_result;
     }
diff --git a/be/src/vec/functions/function_hash.cpp b/be/src/vec/functions/function_hash.cpp
index 332a3a2344f564..5a008221d37410 100644
--- a/be/src/vec/functions/function_hash.cpp
+++ b/be/src/vec/functions/function_hash.cpp
@@ -104,7 +104,7 @@ struct MurmurHash3Impl {
             }
         } else if (const ColumnConst* col_from_const =
                            check_and_get_column_const_string_or_fixedstring(column)) {
-            auto value = col_from_const->get_value<String>();
+            auto value = col_from_const->get_value<TYPE_STRING>();
             for (size_t i = 0; i < input_rows_count; ++i) {
                 if constexpr (ReturnType == TYPE_INT) {
                     col_to_data[i] =
@@ -193,7 +193,7 @@ struct XxHashImpl {
             }
         } else if (const ColumnConst* col_from_const =
                            check_and_get_column_const_string_or_fixedstring(column)) {
-            auto value = col_from_const->get_value<String>();
+            auto value = col_from_const->get_value<TYPE_STRING>();
             for (size_t i = 0; i < input_rows_count; ++i) {
                 if constexpr (ReturnType == TYPE_INT) {
                     col_to_data[i] =
diff --git a/be/src/vec/functions/function_helpers.h b/be/src/vec/functions/function_helpers.h
index a74edba4a8982b..661e1ac2f84a27 100644
--- a/be/src/vec/functions/function_helpers.h
+++ b/be/src/vec/functions/function_helpers.h
@@ -87,13 +87,13 @@ const ColumnConst* check_and_get_column_const_string_or_fixedstring(const IColum
 template <PrimitiveType T>
     requires(!is_decimal(T))
 Field to_field(const typename PrimitiveTypeTraits<T>::ColumnItemType& x) {
-    return Field::create_field<T>(typename PrimitiveTypeTraits<T>::NearestFieldType(x));
+    return Field::create_field<T>(typename PrimitiveTypeTraits<T>::CppType(x));
 }
 
 template <PrimitiveType T>
     requires(is_decimal(T))
 Field to_field(const typename PrimitiveTypeTraits<T>::ColumnItemType& x, UInt32 scale) {
-    return Field::create_field<T>(typename PrimitiveTypeTraits<T>::NearestFieldType(x, scale));
+    return Field::create_field<T>(typename PrimitiveTypeTraits<T>::CppType(x, scale));
 }
 
 Columns convert_const_tuple_to_constant_elements(const ColumnConst& column);
diff --git a/be/src/vec/functions/function_quantile_state.cpp b/be/src/vec/functions/function_quantile_state.cpp
index 63460255fdcfcf..d5c828a5affa41 100644
--- a/be/src/vec/functions/function_quantile_state.cpp
+++ b/be/src/vec/functions/function_quantile_state.cpp
@@ -129,7 +129,7 @@ class FunctionToQuantileState : public IFunction {
                 block.get_by_position(arguments.back()).column.get());
         float compression = 2048;
         if (compression_arg) {
-            auto compression_arg_val = compression_arg->get_value<Float32>();
+            auto compression_arg_val = compression_arg->get_value<TYPE_FLOAT>();
             if (compression_arg_val >= QUANTILE_STATE_COMPRESSION_MIN &&
                 compression_arg_val <= QUANTILE_STATE_COMPRESSION_MAX) {
                 compression = compression_arg_val;
@@ -187,7 +187,7 @@ class FunctionQuantileStatePercent : public IFunction {
             return Status::InvalidArgument(
                     "Second argument to {} must be a constant float describing type", get_name());
         }
-        auto percent_arg_value = percent_arg->get_value<Float32>();
+        auto percent_arg_value = percent_arg->get_value<TYPE_FLOAT>();
         if (percent_arg_value < 0 || percent_arg_value > 1) {
             return Status::InvalidArgument(
                     "the input argument of percentage: {} is not valid, must be in range [0,1] ",
diff --git a/be/src/vec/functions/functions_multi_string_position.cpp b/be/src/vec/functions/functions_multi_string_position.cpp
index 0a5e3fc7253fcf..e23d97964c2080 100644
--- a/be/src/vec/functions/functions_multi_string_position.cpp
+++ b/be/src/vec/functions/functions_multi_string_position.cpp
@@ -129,7 +129,7 @@ class FunctionMultiStringPosition : public IFunction {
         if (col_needles_const) {
             status = Impl::vector_constant(
                     col_haystack_vector->get_chars(), col_haystack_vector->get_offsets(),
-                    col_needles_const->get_value<Array>(), vec_res, offsets_res);
+                    col_needles_const->get_value<TYPE_ARRAY>(), vec_res, offsets_res);
         } else {
             status = Impl::vector_vector(col_haystack_vector->get_chars(),
                                          col_haystack_vector->get_offsets(),
diff --git a/be/src/vec/functions/functions_multi_string_search.cpp b/be/src/vec/functions/functions_multi_string_search.cpp
index fafff0f73ff013..bf9bc118fbdbd6 100644
--- a/be/src/vec/functions/functions_multi_string_search.cpp
+++ b/be/src/vec/functions/functions_multi_string_search.cpp
@@ -114,8 +114,9 @@ class FunctionsMultiStringSearch : public IFunction {
         if (col_needles_const) {
             status = Impl::vector_constant(
                     col_haystack_vector->get_chars(), col_haystack_vector->get_offsets(),
-                    col_needles_const->get_value<Array>(), vec_res, offsets_res, allow_hyperscan_,
-                    max_hyperscan_regexp_length_, max_hyperscan_regexp_total_length_);
+                    col_needles_const->get_value<TYPE_ARRAY>(), vec_res, offsets_res,
+                    allow_hyperscan_, max_hyperscan_regexp_length_,
+                    max_hyperscan_regexp_total_length_);
         } else {
             status = Impl::vector_vector(
                     col_haystack_vector->get_chars(), col_haystack_vector->get_offsets(),
diff --git a/be/src/vec/functions/if.cpp b/be/src/vec/functions/if.cpp
index c9f247183dc4ca..892cae8b3a4646 100644
--- a/be/src/vec/functions/if.cpp
+++ b/be/src/vec/functions/if.cpp
@@ -262,7 +262,7 @@ class FunctionIf : public IFunction {
                                                    arg_cond.column));
                 }
             } else if (cond_const_col) {
-                if (cond_const_col->get_value<UInt8>()) { // if(true, null, else)
+                if (cond_const_col->get_value<TYPE_BOOLEAN>()) { // if(true, null, else)
                     block.get_by_position(result).column =
                             block.get_by_position(result).type->create_column()->clone_resized(
                                     input_rows_count);
@@ -303,7 +303,7 @@ class FunctionIf : public IFunction {
                                                    std::move(negated_null_map)));
                 }
             } else if (cond_const_col) {
-                if (cond_const_col->get_value<UInt8>()) { // if(true, then, NULL)
+                if (cond_const_col->get_value<TYPE_BOOLEAN>()) { // if(true, then, NULL)
                     block.get_by_position(result).column =
                             make_nullable_column_if_not(arg_then.column);
                 } else { // if(false, then, NULL)
@@ -522,7 +522,7 @@ class FunctionIf : public IFunction {
 
         if (cond_const_col) {
             block.get_by_position(result).column =
-                    cond_const_col->get_value<UInt8>() ? arg_then.column : arg_else.column;
+                    cond_const_col->get_value<TYPE_BOOLEAN>() ? arg_then.column : arg_else.column;
             return Status::OK();
         }
 
diff --git a/be/src/vec/functions/int_div.cpp b/be/src/vec/functions/int_div.cpp
index 2d416a24422e62..46fbbef3f77424 100644
--- a/be/src/vec/functions/int_div.cpp
+++ b/be/src/vec/functions/int_div.cpp
@@ -80,8 +80,8 @@ class FunctionIntDiv : public IFunction {
         ColumnPtr column_result = nullptr;
 
         column_result =
-                Impl::constant_constant(column_left_ptr->template get_value<typename Impl::Arg>(),
-                                        column_right_ptr->template get_value<typename Impl::Arg>());
+                Impl::constant_constant(column_left_ptr->template get_value<Impl::ResultType>(),
+                                        column_right_ptr->template get_value<Impl::ResultType>());
 
         return ColumnConst::create(std::move(column_result), column_left->size());
     }
@@ -91,14 +91,14 @@ class FunctionIntDiv : public IFunction {
         DCHECK(column_right_ptr != nullptr);
 
         return Impl::vector_constant(column_left->get_ptr(),
-                                     column_right_ptr->template get_value<typename Impl::Arg>());
+                                     column_right_ptr->template get_value<Impl::ResultType>());
     }
 
     ColumnPtr constant_vector(ColumnPtr column_left, ColumnPtr column_right) const {
         const auto* column_left_ptr = assert_cast<const ColumnConst*>(column_left.get());
         DCHECK(column_left_ptr != nullptr);
 
-        return Impl::constant_vector(column_left_ptr->template get_value<typename Impl::Arg>(),
+        return Impl::constant_vector(column_left_ptr->template get_value<Impl::ResultType>(),
                                      column_right->get_ptr());
     }
 
diff --git a/be/src/vec/functions/math.cpp b/be/src/vec/functions/math.cpp
index 41eb13c8989f1d..e7673d2c700a44 100644
--- a/be/src/vec/functions/math.cpp
+++ b/be/src/vec/functions/math.cpp
@@ -700,7 +700,7 @@ class FunctionMathBinary : public IFunction {
             auto& n = null_map->get_data();
             size_t size = a.size();
             for (size_t i = 0; i < size; ++i) {
-                c[i] = Impl::apply(a[i], column_right_ptr->template get_value<cpp_type>(), n[i]);
+                c[i] = Impl::apply(a[i], column_right_ptr->template get_value<Impl::type>(), n[i]);
             }
             return ColumnNullable::create(std::move(column_result), std::move(null_map));
         } else {
@@ -708,7 +708,7 @@ class FunctionMathBinary : public IFunction {
             auto& c = column_result->get_data();
             size_t size = a.size();
             for (size_t i = 0; i < size; ++i) {
-                c[i] = Impl::apply(a[i], column_right_ptr->template get_value<cpp_type>());
+                c[i] = Impl::apply(a[i], column_right_ptr->template get_value<Impl::type>());
             }
             return column_result;
         }
@@ -727,7 +727,7 @@ class FunctionMathBinary : public IFunction {
             auto& n = null_map->get_data();
             size_t size = b.size();
             for (size_t i = 0; i < size; ++i) {
-                c[i] = Impl::apply(column_left_ptr->template get_value<cpp_type>(), b[i], n[i]);
+                c[i] = Impl::apply(column_left_ptr->template get_value<Impl::type>(), b[i], n[i]);
             }
             return ColumnNullable::create(std::move(column_result), std::move(null_map));
         } else {
@@ -735,7 +735,7 @@ class FunctionMathBinary : public IFunction {
             auto& c = column_result->get_data();
             size_t size = b.size();
             for (size_t i = 0; i < size; ++i) {
-                c[i] = Impl::apply(column_left_ptr->template get_value<cpp_type>(), b[i]);
+                c[i] = Impl::apply(column_left_ptr->template get_value<Impl::type>(), b[i]);
             }
             return column_result;
         }
diff --git a/be/src/vec/functions/modulo.cpp b/be/src/vec/functions/modulo.cpp
index aac3f31de1e5d5..6b909aa9e537e6 100644
--- a/be/src/vec/functions/modulo.cpp
+++ b/be/src/vec/functions/modulo.cpp
@@ -126,11 +126,22 @@ class FunctionMod : public IFunction {
                                 auto max_and_multiplier = Impl::get_max_and_multiplier(
                                         type_left, type_right, type_result);
 
+                                typename PrimitiveTypeTraits<Impl::DataTypeA::PType>::ColumnItemType
+                                        left_tmp;
+                                auto left_src =
+                                        column_left_ptr
+                                                ->template get_value<Impl::DataTypeA::PType>();
+                                std::memcpy(&left_tmp, &left_src, sizeof(left_src));
+                                typename PrimitiveTypeTraits<Impl::DataTypeB::PType>::ColumnItemType
+                                        right_tmp;
+                                auto right_src =
+                                        column_right_ptr
+                                                ->template get_value<Impl::DataTypeB::PType>();
+                                std::memcpy(&right_tmp, &right_src, sizeof(right_src));
                                 column_result = Impl::constant_constant(
-                                        column_left_ptr->template get_value<typename Impl::ArgA>(),
-                                        column_right_ptr->template get_value<typename Impl::ArgB>(),
-                                        max_and_multiplier.first, max_and_multiplier.second,
-                                        type_result, check_overflow_for_decimal);
+                                        left_tmp, right_tmp, max_and_multiplier.first,
+                                        max_and_multiplier.second, type_result,
+                                        check_overflow_for_decimal);
                                 return true;
                             })) {
                     throw Exception(ErrorCode::INTERNAL_ERROR,
@@ -143,12 +154,22 @@ class FunctionMod : public IFunction {
                             remove_nullable(res_data_type).get(), [&](const auto& type_result) {
                                 auto max_and_multiplier = Impl::get_max_and_multiplier(
                                         type_left, type_right, type_result);
-
+                                typename PrimitiveTypeTraits<Impl::DataTypeA::PType>::ColumnItemType
+                                        left_tmp;
+                                auto left_src =
+                                        column_left_ptr
+                                                ->template get_value<Impl::DataTypeA::PType>();
+                                std::memcpy(&left_tmp, &left_src, sizeof(left_src));
+                                typename PrimitiveTypeTraits<Impl::DataTypeB::PType>::ColumnItemType
+                                        right_tmp;
+                                auto right_src =
+                                        column_right_ptr
+                                                ->template get_value<Impl::DataTypeB::PType>();
+                                std::memcpy(&right_tmp, &right_src, sizeof(right_src));
                                 column_result = Impl::constant_constant(
-                                        column_left_ptr->template get_value<typename Impl::ArgA>(),
-                                        column_right_ptr->template get_value<typename Impl::ArgB>(),
-                                        max_and_multiplier.first, max_and_multiplier.second,
-                                        type_result, check_overflow_for_decimal);
+                                        left_tmp, right_tmp, max_and_multiplier.first,
+                                        max_and_multiplier.second, type_result,
+                                        check_overflow_for_decimal);
                                 return true;
                             })) {
                     throw Exception(ErrorCode::INTERNAL_ERROR,
@@ -157,9 +178,13 @@ class FunctionMod : public IFunction {
                 }
             }
         } else {
-            column_result = Impl::constant_constant(
-                    column_left_ptr->template get_value<typename Impl::ArgA>(),
-                    column_right_ptr->template get_value<typename Impl::ArgB>());
+            typename PrimitiveTypeTraits<Impl::DataTypeA::PType>::ColumnItemType left_tmp;
+            auto left_src = column_left_ptr->template get_value<Impl::DataTypeA::PType>();
+            std::memcpy(&left_tmp, &left_src, sizeof(left_src));
+            typename PrimitiveTypeTraits<Impl::DataTypeB::PType>::ColumnItemType right_tmp;
+            auto right_src = column_right_ptr->template get_value<Impl::DataTypeB::PType>();
+            std::memcpy(&right_tmp, &right_src, sizeof(right_src));
+            column_result = Impl::constant_constant(left_tmp, right_tmp);
         }
 
         return ColumnConst::create(std::move(column_result), column_left->size());
@@ -179,11 +204,15 @@ class FunctionMod : public IFunction {
                             remove_nullable(res_data_type).get(), [&](const auto& type_result) {
                                 auto max_and_multiplier = Impl::get_max_and_multiplier(
                                         type_left, type_right, type_result);
-                                res = Impl::vector_constant(
-                                        column_left->get_ptr(),
-                                        column_right_ptr->template get_value<typename Impl::ArgB>(),
-                                        max_and_multiplier.first, max_and_multiplier.second,
-                                        type_result, check_overflow_for_decimal);
+                                typename PrimitiveTypeTraits<Impl::DataTypeB::PType>::ColumnItemType
+                                        tmp;
+                                auto src = column_right_ptr
+                                                   ->template get_value<Impl::DataTypeB::PType>();
+                                std::memcpy(&tmp, &src, sizeof(src));
+                                res = Impl::vector_constant(column_left->get_ptr(), tmp,
+                                                            max_and_multiplier.first,
+                                                            max_and_multiplier.second, type_result,
+                                                            check_overflow_for_decimal);
                                 return true;
                             })) {
                     throw Exception(ErrorCode::INTERNAL_ERROR,
@@ -196,11 +225,15 @@ class FunctionMod : public IFunction {
                             remove_nullable(res_data_type).get(), [&](const auto& type_result) {
                                 auto max_and_multiplier = Impl::get_max_and_multiplier(
                                         type_left, type_right, type_result);
-                                res = Impl::vector_constant(
-                                        column_left->get_ptr(),
-                                        column_right_ptr->template get_value<typename Impl::ArgB>(),
-                                        max_and_multiplier.first, max_and_multiplier.second,
-                                        type_result, check_overflow_for_decimal);
+                                typename PrimitiveTypeTraits<Impl::DataTypeB::PType>::ColumnItemType
+                                        tmp;
+                                auto src = column_right_ptr
+                                                   ->template get_value<Impl::DataTypeB::PType>();
+                                std::memcpy(&tmp, &src, sizeof(src));
+                                res = Impl::vector_constant(column_left->get_ptr(), tmp,
+                                                            max_and_multiplier.first,
+                                                            max_and_multiplier.second, type_result,
+                                                            check_overflow_for_decimal);
                                 return true;
                             })) {
                     throw Exception(ErrorCode::INTERNAL_ERROR,
@@ -209,9 +242,10 @@ class FunctionMod : public IFunction {
                 }
             }
         } else {
-            res = Impl::vector_constant(
-                    column_left->get_ptr(),
-                    column_right_ptr->template get_value<typename Impl::ArgB>());
+            typename PrimitiveTypeTraits<Impl::DataTypeB::PType>::ColumnItemType tmp;
+            auto src = column_right_ptr->template get_value<Impl::DataTypeB::PType>();
+            std::memcpy(&tmp, &src, sizeof(src));
+            res = Impl::vector_constant(column_left->get_ptr(), tmp);
         }
         return res;
     }
@@ -230,11 +264,15 @@ class FunctionMod : public IFunction {
                             remove_nullable(res_data_type).get(), [&](const auto& type_result) {
                                 auto max_and_multiplier = Impl::get_max_and_multiplier(
                                         type_left, type_right, type_result);
-                                res = Impl::constant_vector(
-                                        column_left_ptr->template get_value<typename Impl::ArgA>(),
-                                        column_right->get_ptr(), max_and_multiplier.first,
-                                        max_and_multiplier.second, type_result,
-                                        check_overflow_for_decimal);
+                                typename PrimitiveTypeTraits<Impl::DataTypeA::PType>::ColumnItemType
+                                        tmp;
+                                auto src = column_left_ptr
+                                                   ->template get_value<Impl::DataTypeA::PType>();
+                                std::memcpy(&tmp, &src, sizeof(src));
+                                res = Impl::constant_vector(tmp, column_right->get_ptr(),
+                                                            max_and_multiplier.first,
+                                                            max_and_multiplier.second, type_result,
+                                                            check_overflow_for_decimal);
                                 return true;
                             })) {
                     throw Exception(ErrorCode::INTERNAL_ERROR,
@@ -247,11 +285,15 @@ class FunctionMod : public IFunction {
                             remove_nullable(res_data_type).get(), [&](const auto& type_result) {
                                 auto max_and_multiplier = Impl::get_max_and_multiplier(
                                         type_left, type_right, type_result);
-                                res = Impl::constant_vector(
-                                        column_left_ptr->template get_value<typename Impl::ArgA>(),
-                                        column_right->get_ptr(), max_and_multiplier.first,
-                                        max_and_multiplier.second, type_result,
-                                        check_overflow_for_decimal);
+                                typename PrimitiveTypeTraits<Impl::DataTypeA::PType>::ColumnItemType
+                                        tmp;
+                                auto src = column_left_ptr
+                                                   ->template get_value<Impl::DataTypeA::PType>();
+                                std::memcpy(&tmp, &src, sizeof(src));
+                                res = Impl::constant_vector(tmp, column_right->get_ptr(),
+                                                            max_and_multiplier.first,
+                                                            max_and_multiplier.second, type_result,
+                                                            check_overflow_for_decimal);
                                 return true;
                             })) {
                     throw Exception(ErrorCode::INTERNAL_ERROR,
@@ -260,8 +302,10 @@ class FunctionMod : public IFunction {
                 }
             }
         } else {
-            res = Impl::constant_vector(column_left_ptr->template get_value<typename Impl::ArgA>(),
-                                        column_right->get_ptr());
+            typename PrimitiveTypeTraits<Impl::DataTypeA::PType>::ColumnItemType tmp;
+            auto src = column_left_ptr->template get_value<Impl::DataTypeA::PType>();
+            std::memcpy(&tmp, &src, sizeof(src));
+            res = Impl::constant_vector(tmp, column_right->get_ptr());
         }
         return res;
     }
diff --git a/be/src/vec/functions/multiply.cpp b/be/src/vec/functions/multiply.cpp
index ef9b8132f07e40..f3e9b40a464f43 100644
--- a/be/src/vec/functions/multiply.cpp
+++ b/be/src/vec/functions/multiply.cpp
@@ -38,6 +38,8 @@ struct MultiplyIntegralImpl {
     static constexpr bool result_is_decimal = false;
     using Arg = typename PrimitiveTypeTraits<Type>::ColumnItemType;
     using ColumnType = typename PrimitiveTypeTraits<Type>::ColumnType;
+    static constexpr PrimitiveType ArgAPType = Type;
+    static constexpr PrimitiveType ArgBPType = Type;
     using ArgA = Arg;
     using ArgB = Arg;
     using DataTypeA = typename PrimitiveTypeTraits<Type>::DataType;
@@ -115,6 +117,8 @@ struct MultiplyDecimalImpl {
     constexpr static bool need_replace_null_data_to_default = true;
     using ArgA = typename PrimitiveTypeTraits<TypeA>::ColumnItemType;
     using ArgB = typename PrimitiveTypeTraits<TypeB>::ColumnItemType;
+    static constexpr PrimitiveType ArgAPType = TypeA;
+    static constexpr PrimitiveType ArgBPType = TypeB;
     using ArgNativeTypeA = typename PrimitiveTypeTraits<TypeA>::CppNativeType;
     using ArgNativeTypeB = typename PrimitiveTypeTraits<TypeB>::CppNativeType;
     using DataTypeA = typename PrimitiveTypeTraits<TypeA>::DataType;
@@ -538,13 +542,22 @@ class FunctionMultiply : public IFunction {
                             remove_nullable(res_data_type).get(), [&](const auto& type_result) {
                                 auto max_and_multiplier = Impl::get_max_and_multiplier(
                                         type_left, type_right, type_result);
-
+                                typename PrimitiveTypeTraits<Impl::DataTypeA::PType>::ColumnItemType
+                                        left_tmp;
+                                auto left_src =
+                                        column_left_ptr
+                                                ->template get_value<Impl::DataTypeA::PType>();
+                                std::memcpy(&left_tmp, &left_src, sizeof(left_src));
+                                typename PrimitiveTypeTraits<Impl::DataTypeB::PType>::ColumnItemType
+                                        right_tmp;
+                                auto right_src =
+                                        column_right_ptr
+                                                ->template get_value<Impl::DataTypeB::PType>();
+                                std::memcpy(&right_tmp, &right_src, sizeof(right_src));
                                 column_result = Impl::constant_constant(
-                                        column_left_ptr->template get_value<typename Impl::ArgA>(),
-                                        column_right_ptr->template get_value<typename Impl::ArgB>(),
-                                        type_left, type_right, max_and_multiplier.first,
-                                        max_and_multiplier.second, type_result,
-                                        check_overflow_for_decimal);
+                                        left_tmp, right_tmp, type_left, type_right,
+                                        max_and_multiplier.first, max_and_multiplier.second,
+                                        type_result, check_overflow_for_decimal);
                                 return true;
                             })) {
                     throw Exception(ErrorCode::INTERNAL_ERROR,
@@ -557,13 +570,22 @@ class FunctionMultiply : public IFunction {
                             remove_nullable(res_data_type).get(), [&](const auto& type_result) {
                                 auto max_and_multiplier = Impl::get_max_and_multiplier(
                                         type_left, type_right, type_result);
-
+                                typename PrimitiveTypeTraits<Impl::DataTypeA::PType>::ColumnItemType
+                                        left_tmp;
+                                auto left_src =
+                                        column_left_ptr
+                                                ->template get_value<Impl::DataTypeA::PType>();
+                                std::memcpy(&left_tmp, &left_src, sizeof(left_src));
+                                typename PrimitiveTypeTraits<Impl::DataTypeB::PType>::ColumnItemType
+                                        right_tmp;
+                                auto right_src =
+                                        column_right_ptr
+                                                ->template get_value<Impl::DataTypeB::PType>();
+                                std::memcpy(&right_tmp, &right_src, sizeof(right_src));
                                 column_result = Impl::constant_constant(
-                                        column_left_ptr->template get_value<typename Impl::ArgA>(),
-                                        column_right_ptr->template get_value<typename Impl::ArgB>(),
-                                        type_left, type_right, max_and_multiplier.first,
-                                        max_and_multiplier.second, type_result,
-                                        check_overflow_for_decimal);
+                                        left_tmp, right_tmp, type_left, type_right,
+                                        max_and_multiplier.first, max_and_multiplier.second,
+                                        type_result, check_overflow_for_decimal);
                                 return true;
                             })) {
                     throw Exception(ErrorCode::INTERNAL_ERROR,
@@ -572,9 +594,13 @@ class FunctionMultiply : public IFunction {
                 }
             }
         } else {
-            column_result = Impl::constant_constant(
-                    column_left_ptr->template get_value<typename Impl::ArgA>(),
-                    column_right_ptr->template get_value<typename Impl::ArgB>());
+            typename PrimitiveTypeTraits<Impl::DataTypeA::PType>::ColumnItemType left_tmp;
+            auto left_src = column_left_ptr->template get_value<Impl::DataTypeA::PType>();
+            std::memcpy(&left_tmp, &left_src, sizeof(left_src));
+            typename PrimitiveTypeTraits<Impl::DataTypeB::PType>::ColumnItemType right_tmp;
+            auto right_src = column_right_ptr->template get_value<Impl::DataTypeB::PType>();
+            std::memcpy(&right_tmp, &right_src, sizeof(right_src));
+            column_result = Impl::constant_constant(left_tmp, right_tmp);
         }
 
         return ColumnConst::create(std::move(column_result), column_left->size());
@@ -594,12 +620,15 @@ class FunctionMultiply : public IFunction {
                             remove_nullable(res_data_type).get(), [&](const auto& type_result) {
                                 auto max_and_multiplier = Impl::get_max_and_multiplier(
                                         type_left, type_right, type_result);
-                                res = Impl::vector_constant(
-                                        column_left->get_ptr(),
-                                        column_right_ptr->template get_value<typename Impl::ArgB>(),
-                                        type_left, type_right, max_and_multiplier.first,
-                                        max_and_multiplier.second, type_result,
-                                        check_overflow_for_decimal);
+                                typename PrimitiveTypeTraits<Impl::DataTypeB::PType>::ColumnItemType
+                                        tmp;
+                                auto src = column_right_ptr
+                                                   ->template get_value<Impl::DataTypeB::PType>();
+                                std::memcpy(&tmp, &src, sizeof(src));
+                                res = Impl::vector_constant(column_left->get_ptr(), tmp, type_left,
+                                                            type_right, max_and_multiplier.first,
+                                                            max_and_multiplier.second, type_result,
+                                                            check_overflow_for_decimal);
                                 return true;
                             })) {
                     throw Exception(ErrorCode::INTERNAL_ERROR,
@@ -612,12 +641,15 @@ class FunctionMultiply : public IFunction {
                             remove_nullable(res_data_type).get(), [&](const auto& type_result) {
                                 auto max_and_multiplier = Impl::get_max_and_multiplier(
                                         type_left, type_right, type_result);
-                                res = Impl::vector_constant(
-                                        column_left->get_ptr(),
-                                        column_right_ptr->template get_value<typename Impl::ArgB>(),
-                                        type_left, type_right, max_and_multiplier.first,
-                                        max_and_multiplier.second, type_result,
-                                        check_overflow_for_decimal);
+                                typename PrimitiveTypeTraits<Impl::DataTypeB::PType>::ColumnItemType
+                                        tmp;
+                                auto src = column_right_ptr
+                                                   ->template get_value<Impl::DataTypeB::PType>();
+                                std::memcpy(&tmp, &src, sizeof(src));
+                                res = Impl::vector_constant(column_left->get_ptr(), tmp, type_left,
+                                                            type_right, max_and_multiplier.first,
+                                                            max_and_multiplier.second, type_result,
+                                                            check_overflow_for_decimal);
                                 return true;
                             })) {
                     throw Exception(ErrorCode::INTERNAL_ERROR,
@@ -626,9 +658,10 @@ class FunctionMultiply : public IFunction {
                 }
             }
         } else {
-            res = Impl::vector_constant(
-                    column_left->get_ptr(),
-                    column_right_ptr->template get_value<typename Impl::ArgB>());
+            typename PrimitiveTypeTraits<Impl::DataTypeB::PType>::ColumnItemType tmp;
+            auto src = column_right_ptr->template get_value<Impl::DataTypeB::PType>();
+            std::memcpy(&tmp, &src, sizeof(src));
+            res = Impl::vector_constant(column_left->get_ptr(), tmp);
         }
         return res;
     }
@@ -647,11 +680,15 @@ class FunctionMultiply : public IFunction {
                             remove_nullable(res_data_type).get(), [&](const auto& type_result) {
                                 auto max_and_multiplier = Impl::get_max_and_multiplier(
                                         type_left, type_right, type_result);
-                                res = Impl::constant_vector(
-                                        column_left_ptr->template get_value<typename Impl::ArgA>(),
-                                        column_right->get_ptr(), type_left, type_right,
-                                        max_and_multiplier.first, max_and_multiplier.second,
-                                        type_result, check_overflow_for_decimal);
+                                typename PrimitiveTypeTraits<Impl::DataTypeA::PType>::ColumnItemType
+                                        tmp;
+                                auto src = column_left_ptr
+                                                   ->template get_value<Impl::DataTypeA::PType>();
+                                std::memcpy(&tmp, &src, sizeof(src));
+                                res = Impl::constant_vector(tmp, column_right->get_ptr(), type_left,
+                                                            type_right, max_and_multiplier.first,
+                                                            max_and_multiplier.second, type_result,
+                                                            check_overflow_for_decimal);
                                 return true;
                             })) {
                     throw Exception(ErrorCode::INTERNAL_ERROR,
@@ -664,11 +701,15 @@ class FunctionMultiply : public IFunction {
                             remove_nullable(res_data_type).get(), [&](const auto& type_result) {
                                 auto max_and_multiplier = Impl::get_max_and_multiplier(
                                         type_left, type_right, type_result);
-                                res = Impl::constant_vector(
-                                        column_left_ptr->template get_value<typename Impl::ArgA>(),
-                                        column_right->get_ptr(), type_left, type_right,
-                                        max_and_multiplier.first, max_and_multiplier.second,
-                                        type_result, check_overflow_for_decimal);
+                                typename PrimitiveTypeTraits<Impl::DataTypeA::PType>::ColumnItemType
+                                        tmp;
+                                auto src = column_left_ptr
+                                                   ->template get_value<Impl::DataTypeA::PType>();
+                                std::memcpy(&tmp, &src, sizeof(src));
+                                res = Impl::constant_vector(tmp, column_right->get_ptr(), type_left,
+                                                            type_right, max_and_multiplier.first,
+                                                            max_and_multiplier.second, type_result,
+                                                            check_overflow_for_decimal);
                                 return true;
                             })) {
                     throw Exception(ErrorCode::INTERNAL_ERROR,
@@ -677,8 +718,10 @@ class FunctionMultiply : public IFunction {
                 }
             }
         } else {
-            res = Impl::constant_vector(column_left_ptr->template get_value<typename Impl::ArgA>(),
-                                        column_right->get_ptr());
+            typename PrimitiveTypeTraits<Impl::DataTypeA::PType>::ColumnItemType tmp;
+            auto src = column_left_ptr->template get_value<Impl::DataTypeA::PType>();
+            std::memcpy(&tmp, &src, sizeof(src));
+            res = Impl::constant_vector(tmp, column_right->get_ptr());
         }
         return res;
     }
diff --git a/be/src/vec/json/parse2column.cpp b/be/src/vec/json/parse2column.cpp
index 127241b366734e..607548117327ef 100644
--- a/be/src/vec/json/parse2column.cpp
+++ b/be/src/vec/json/parse2column.cpp
@@ -107,7 +107,7 @@ class FieldVisitorReplaceScalars : public StaticVisitor<Field> {
     FieldVisitorReplaceScalars(const Field& replacement_, size_t num_dimensions_to_keep_)
             : replacement(replacement_), num_dimensions_to_keep(num_dimensions_to_keep_) {}
     template <PrimitiveType T>
-    Field operator()(const typename PrimitiveTypeTraits<T>::NearestFieldType& x) const {
+    Field operator()(const typename PrimitiveTypeTraits<T>::CppType& x) const {
         if constexpr (T == TYPE_ARRAY) {
             if (num_dimensions_to_keep == 0) {
                 return replacement;
diff --git a/be/test/expected_result/vec/columns/column_variant_byte_size.out b/be/test/expected_result/vec/columns/column_variant_byte_size.out
index 5b4929c41c58aa..31205bae301a5c 100644
--- a/be/test/expected_result/vec/columns/column_variant_byte_size.out
+++ b/be/test/expected_result/vec/columns/column_variant_byte_size.out
@@ -1,2 +1,2 @@
-column: variant with byte_size: 11318398
-11318398
\ No newline at end of file
+column: variant with byte_size: 11155317
+11155317
\ No newline at end of file
diff --git a/be/test/expected_result/vec/columns/column_variant_update_crc_with_value.out b/be/test/expected_result/vec/columns/column_variant_update_crc_with_value.out
index 6028c54cd75d59..03d5ccbd3fda4d 100644
--- a/be/test/expected_result/vec/columns/column_variant_update_crc_with_value.out
+++ b/be/test/expected_result/vec/columns/column_variant_update_crc_with_value.out
@@ -1 +1 @@
-column: variant with hashes: 2267522287 with ptr: 1756
\ No newline at end of file
+column: variant with hashes: 3573485114 with ptr: 1756
\ No newline at end of file
diff --git a/be/test/expected_result/vec/columns/column_variant_update_crc_with_value.out_with_nullmap b/be/test/expected_result/vec/columns/column_variant_update_crc_with_value.out_with_nullmap
index 6028c54cd75d59..03d5ccbd3fda4d 100644
--- a/be/test/expected_result/vec/columns/column_variant_update_crc_with_value.out_with_nullmap
+++ b/be/test/expected_result/vec/columns/column_variant_update_crc_with_value.out_with_nullmap
@@ -1 +1 @@
-column: variant with hashes: 2267522287 with ptr: 1756
\ No newline at end of file
+column: variant with hashes: 3573485114 with ptr: 1756
\ No newline at end of file
diff --git a/be/test/expected_result/vec/columns/column_variant_update_crcs_with_value.out b/be/test/expected_result/vec/columns/column_variant_update_crcs_with_value.out
index ec1aaede6244ad..27853e883d8914 100644
--- a/be/test/expected_result/vec/columns/column_variant_update_crcs_with_value.out
+++ b/be/test/expected_result/vec/columns/column_variant_update_crcs_with_value.out
@@ -1 +1 @@
-column: variant with hashes: 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\ No newline at end of file
+column: variant with hashes: 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\ No newline at end of file
diff --git a/be/test/expected_result/vec/columns/column_variant_update_crcs_with_value.out_with_nullmap b/be/test/expected_result/vec/columns/column_variant_update_crcs_with_value.out_with_nullmap
index ec1aaede6244ad..27853e883d8914 100644
--- a/be/test/expected_result/vec/columns/column_variant_update_crcs_with_value.out_with_nullmap
+++ b/be/test/expected_result/vec/columns/column_variant_update_crcs_with_value.out_with_nullmap
@@ -1 +1 @@
-column: variant with hashes: 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\ No newline at end of file
+column: variant with hashes: 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\ No newline at end of file
diff --git a/be/test/expected_result/vec/columns/column_variant_update_hashes_with_value.out b/be/test/expected_result/vec/columns/column_variant_update_hashes_with_value.out
index f7c27b278e776e..3819c459cb0054 100644
--- a/be/test/expected_result/vec/columns/column_variant_update_hashes_with_value.out
+++ b/be/test/expected_result/vec/columns/column_variant_update_hashes_with_value.out
@@ -1 +1 @@
-column: variant with hashes: 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\ No newline at end of file
diff --git a/be/test/expected_result/vec/columns/column_variant_update_hashes_with_value.out_with_nullmap b/be/test/expected_result/vec/columns/column_variant_update_hashes_with_value.out_with_nullmap
index f7c27b278e776e..3819c459cb0054 100644
--- a/be/test/expected_result/vec/columns/column_variant_update_hashes_with_value.out_with_nullmap
+++ b/be/test/expected_result/vec/columns/column_variant_update_hashes_with_value.out_with_nullmap
@@ -1 +1 @@
-column: variant with hashes: 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041108195420888383,994294295351023662,3150507688824358614,12447938559920176735,14909094379234764493,10049187155610792209,4420379597908025686,15487720521233417680,5441365388390311545,6578172654378101579,2548519569363943282,13513910697155596579,10442460940677035469,3414190529818641490,15825869240556011094,3914238732020007383,11375226709152188604,10923760893711545050,15023660279330229896,1494062959400515782,4661602374806528710,5668287203412210110,230755449342440165,3077708704253014214,2886485735832144568,12156841753689183063,15320799827427474320,7629472798632943495,16949978362654098140,5073396884301449011,11145895259859769377,4490292311742104268,1322289224583716761,550011016766183932,13885881715549220160,1227880846040292615,1493699926901101604,2571535513391691395,7766602346589229932,4161709166992439722,5934756641106611056,15615787299505078438,3732888415720347212,11365097727533839881,8984205759639104077,5651062067664181975,14444323787944745388,10602573589229546844,15103121693672241500,3521641591753484771,15634763677585556505,5012125620375077019,1706507395531208570,4238591940625958013,17807036249047440623,13965302906432604678,14342438513634579153,16173268969268916331,2906381193781788412,492034979555030414,3876367680649732061,1844887985021401524,12186589931722211999,12482314604060477289,13871245352204387928,3444855833359739859,5387436819519360815,2076314752481071900,17600974190772006507,15738549682502611789,13778523759301772607,13248635162388700162,3567882042814727458,11707866385394706258,5584779742345949579,6316525302073988025,1466502847881357741,15053963760404193743,13351841322930613775,14495353415798598836,9286145431821924712,4429142900663673699,1253541791538229497,18372574080045504034,16913937471672424163,6769601902996410767,10106169381850068128,2046705625640368810,17665647695005225073,6262937810328346618,9396485767175674101,13127846868936943426,17132675170525251309,9822866650905881836,15276013060884547688,6481647878237451636,10484613655228638153,8920643728639777626,12230101164777090770,13109161096494271451,12843414999739612798,14933343336120854287,6509778995012354659,6954126439923916840,10336393798419431522,4074807093639023595,8619526069233060808,16820246949633624843,10214954673539226582,14570123114052203618,1074337038402981810,7635067748864813450,5532526665657502881,5906905223167709783,18137267062554394250,9691118398569104087,4411331501151024978,3868971305839894956,4450197239220570048,17830459733683099562,9813593581930012113,3279902096370508634,13303851672305459446,4861109288561974529,13485954880722818947,7287320196866448723,2910133932739716294,1241093941299981163,3882900114128207045,18150434417531441621,8536678956549242392,14302418635881583431,4889936147685899223,3599574795349086592,9349614689489251647,5941334082615690054,6510633516280536988,3658752572837284642,3974842878463759276,10962539822376420559,15697059852741816176,16849495926099519245,4794416623041001843,4355756214372903695,2174544023868699197,4319233948612010179,11962472209250164211,2482351457502514582,10602573589229546844,8092973567137364300,8389884739042335419,10681567007315049665,13850931412078522037,4749638587226851777,12178335991958950602,655890783792077095,5202835632052559700,1842341887813844777,14013156892850538606,503427878074936323,12475879360916906694,12175099612243662372,3697781085962995936,14652087365163642293,1807529333873025669,15414290744617828076,3552859064016865359,4697378039939060285,14547368062995101697,13601547940131665976,8295283840567894753,8724045410384058508,7088540792863092752,15295393493207429071,4601458573284247617,16891349236313452541,147000590335713500,5794204145019158092,16003980207189207019,4916972452224935607,9295528672609096263,16479342627581483859,10602573589229546844,10602573589229546844,963791532086122350,3106215778659157110,9413220622851381370,13050753064511502071,10589776816262904999,1513273915360000787,17117724955369309339,10602573589229546844,8258539822085329220,16224108241331388138,16493838185686639719,6585570663018178124,3242158827382383426,532068077042376143,10602573589229546844,1521099166341804923,10149396001724953693,1756370674430250861,272906525482589462,13295048459984557089,17106533627012725264,16258397819673723547,1701994841097870568,16352688757522242862,2592634411084718411,10602573589229546844,5541142905284323951,13345047184995215122,3971061552779435021,10830027357181313585,5796602532533941613,15892824111946181525,5527791634177741505,1658356268895861488,4092079150346932278,8268006023887080068,15900974100529564652,13009627442704154436,10856110554090549996,9128749983924206467,7029116692464540725,3153230139144003885,10916065712441949287,15563238854963442114,6032000426154971505,6579433662810826268,4952551125421147930,15128319560645286011,2347561215985436307,12763308926857672362,6518724237147960678,984193294971367937,10602573589229546844,1106616560598776674,1360941020276498676,11785341071430504216,13770401122605315710,4342298566152571609,9606360809014113199,10671159392272674082,13108837898245418828,2817857740954170170,14053265279651645011,6585021163752747784,2650033388370156597,7503758639846881608,5324629953184810166,591688603668833492,1577895472049365994,6346920869462583589,12392238758996181370,1704538485242833086,17152099210315068784,16180298156806132622,14018723029693390588,2884179524142278313,11124163375537191282,18320772732460611898,16820343451080465911,17819459477958525685,5813970103203806564,16633755104059066579,17488033902177687201,2473608697134418559,17709003374781246393,95460204587832587,10602573589229546844,6358475991181475274,1196633835267704076,433249600599133112,8007241031025770700,9961433277013134100,17513373899142762175,5496173628826520494,8251532161209005934,16822713586793458169,18038578351767047046,3251458916879764809,7142933183701881721,7022895846954486648,380615169797729291,16862285182576518907,10602573589229546844]
\ No newline at end of file
diff --git a/be/test/expected_result/vec/columns/column_variant_update_xxHash_with_value.out b/be/test/expected_result/vec/columns/column_variant_update_xxHash_with_value.out
index a0923f5113abf9..fc26156b1ff54f 100644
--- a/be/test/expected_result/vec/columns/column_variant_update_xxHash_with_value.out
+++ b/be/test/expected_result/vec/columns/column_variant_update_xxHash_with_value.out
@@ -1 +1 @@
-column: variant with hashes: 9399734532616540137 with ptr: 1756
\ No newline at end of file
+column: variant with hashes: 17214775904271713257 with ptr: 1756
\ No newline at end of file
diff --git a/be/test/expected_result/vec/columns/column_variant_update_xxHash_with_value.out_with_nullmap b/be/test/expected_result/vec/columns/column_variant_update_xxHash_with_value.out_with_nullmap
index a0923f5113abf9..fc26156b1ff54f 100644
--- a/be/test/expected_result/vec/columns/column_variant_update_xxHash_with_value.out_with_nullmap
+++ b/be/test/expected_result/vec/columns/column_variant_update_xxHash_with_value.out_with_nullmap
@@ -1 +1 @@
-column: variant with hashes: 9399734532616540137 with ptr: 1756
\ No newline at end of file
+column: variant with hashes: 17214775904271713257 with ptr: 1756
\ No newline at end of file
diff --git a/be/test/olap/rowset/segment_v2/inverted_index_query_param_test.cpp b/be/test/olap/rowset/segment_v2/inverted_index_query_param_test.cpp
index 8fa1e0b3552553..7334b2e761e7ea 100644
--- a/be/test/olap/rowset/segment_v2/inverted_index_query_param_test.cpp
+++ b/be/test/olap/rowset/segment_v2/inverted_index_query_param_test.cpp
@@ -170,7 +170,7 @@ TEST_F(InvertedIndexQueryParamTest, TestLargeIntTemplateWithNativeValue) {
 
 TEST_F(InvertedIndexQueryParamTest, TestFloatWithField) {
     auto field =
-            vectorized::Field::create_field<TYPE_DOUBLE>(static_cast<vectorized::Float64>(3.14f));
+            vectorized::Field::create_field<TYPE_FLOAT>(static_cast<vectorized::Float32>(3.14f));
     std::unique_ptr<InvertedIndexQueryParamFactory> param;
     auto status = InvertedIndexQueryParamFactory::create_query_value(PrimitiveType::TYPE_FLOAT,
                                                                      &field, param);
@@ -380,8 +380,9 @@ TEST_F(InvertedIndexQueryParamTest, TestDateTimeWithField) {
 }
 
 TEST_F(InvertedIndexQueryParamTest, TestDateV2WithField) {
+    vectorized::UInt64 v = 20231205;
     auto field = vectorized::Field::create_field<TYPE_DATETIMEV2>(
-            static_cast<vectorized::UInt64>(20231205));
+            *(typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::CppType*)&v);
     std::unique_ptr<InvertedIndexQueryParamFactory> param;
     auto status = InvertedIndexQueryParamFactory::create_query_value(PrimitiveType::TYPE_DATEV2,
                                                                      &field, param);
@@ -390,8 +391,9 @@ TEST_F(InvertedIndexQueryParamTest, TestDateV2WithField) {
 }
 
 TEST_F(InvertedIndexQueryParamTest, TestDateTimeV2WithField) {
+    vectorized::UInt64 v = 20231205120000LL;
     auto field = vectorized::Field::create_field<TYPE_DATETIMEV2>(
-            static_cast<vectorized::UInt64>(20231205120000LL));
+            *(typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::CppType*)&v);
     std::unique_ptr<InvertedIndexQueryParamFactory> param;
     auto status = InvertedIndexQueryParamFactory::create_query_value(PrimitiveType::TYPE_DATETIMEV2,
                                                                      &field, param);
diff --git a/be/test/pipeline/operator/hashjoin_probe_operator_test.cpp b/be/test/pipeline/operator/hashjoin_probe_operator_test.cpp
index 5d765978ac3538..b94a33f197df81 100644
--- a/be/test/pipeline/operator/hashjoin_probe_operator_test.cpp
+++ b/be/test/pipeline/operator/hashjoin_probe_operator_test.cpp
@@ -85,7 +85,8 @@ class HashJoinProbeOperatorTest : public testing::Test {
             column.get(i, value);
             ASSERT_EQ(value.get_type(), values[i].get_type())
                     << "row: " << i << " type not match at: " << loc.file_name() << ":"
-                    << loc.line();
+                    << loc.line() << " " << type_to_string(value.get_type()) << " vs "
+                    << type_to_string(values[i].get_type());
             ASSERT_TRUE(value == values[i])
                     << "row: " << i << " value not match at: " << loc.file_name() << ":"
                     << loc.line();
@@ -959,10 +960,10 @@ TEST_F(HashJoinProbeOperatorTest, RightSemiJoinMarkJoin) {
                          vectorized::Field::create_field<TYPE_STRING>("c"),
                          vectorized::Field::create_field<TYPE_STRING>("d"), vectorized::Field()});
     check_column_values(*sorted_block.get_by_position(4).column,
-                        {vectorized::Field::create_field<TYPE_INT>(0), vectorized::Field(),
-                         vectorized::Field::create_field<TYPE_INT>(1),
-                         vectorized::Field::create_field<TYPE_INT>(1),
-                         vectorized::Field::create_field<TYPE_INT>(0)});
+                        {vectorized::Field::create_field<TYPE_BOOLEAN>(0), vectorized::Field(),
+                         vectorized::Field::create_field<TYPE_BOOLEAN>(1),
+                         vectorized::Field::create_field<TYPE_BOOLEAN>(1),
+                         vectorized::Field::create_field<TYPE_BOOLEAN>(0)});
 }
 
 TEST_F(HashJoinProbeOperatorTest, NullAwareLeftAntiJoin) {
@@ -1144,8 +1145,8 @@ TEST_F(HashJoinProbeOperatorTest, NullAwareLeftAntiJoinMark) {
                          vectorized::Field::create_field<TYPE_STRING>("b"),
                          vectorized::Field::create_field<TYPE_STRING>("e")});
     check_column_values(*sorted_block.get_by_position(2).column,
-                        {vectorized::Field(), vectorized::Field::create_field<TYPE_INT>(0),
-                         vectorized::Field::create_field<TYPE_INT>(0), vectorized::Field(),
+                        {vectorized::Field(), vectorized::Field::create_field<TYPE_BOOLEAN>(0),
+                         vectorized::Field::create_field<TYPE_BOOLEAN>(0), vectorized::Field(),
                          vectorized::Field()});
 }
 
@@ -1183,8 +1184,8 @@ TEST_F(HashJoinProbeOperatorTest, NullAwareLeftSemiJoinMark) {
                          vectorized::Field::create_field<TYPE_STRING>("b"),
                          vectorized::Field::create_field<TYPE_STRING>("e")});
     check_column_values(*sorted_block.get_by_position(2).column,
-                        {vectorized::Field(), vectorized::Field::create_field<TYPE_INT>(1),
-                         vectorized::Field::create_field<TYPE_INT>(1), vectorized::Field(),
+                        {vectorized::Field(), vectorized::Field::create_field<TYPE_BOOLEAN>(1),
+                         vectorized::Field::create_field<TYPE_BOOLEAN>(1), vectorized::Field(),
                          vectorized::Field()});
 }
 
@@ -1221,10 +1222,10 @@ TEST_F(HashJoinProbeOperatorTest, LeftSemiJoinMark) {
                          vectorized::Field::create_field<TYPE_STRING>("b"),
                          vectorized::Field::create_field<TYPE_STRING>("e")});
     check_column_values(*sorted_block.get_by_position(2).column,
-                        {vectorized::Field::create_field<TYPE_INT>(0),
-                         vectorized::Field::create_field<TYPE_INT>(1),
-                         vectorized::Field::create_field<TYPE_INT>(1), vectorized::Field(),
-                         vectorized::Field::create_field<TYPE_INT>(0)});
+                        {vectorized::Field::create_field<TYPE_BOOLEAN>(0),
+                         vectorized::Field::create_field<TYPE_BOOLEAN>(1),
+                         vectorized::Field::create_field<TYPE_BOOLEAN>(1), vectorized::Field(),
+                         vectorized::Field::create_field<TYPE_BOOLEAN>(0)});
 }
 
 TEST_F(HashJoinProbeOperatorTest, LeftAntiJoinMark) {
@@ -1260,10 +1261,10 @@ TEST_F(HashJoinProbeOperatorTest, LeftAntiJoinMark) {
                          vectorized::Field::create_field<TYPE_STRING>("b"),
                          vectorized::Field::create_field<TYPE_STRING>("e")});
     check_column_values(*sorted_block.get_by_position(2).column,
-                        {vectorized::Field::create_field<TYPE_INT>(1),
-                         vectorized::Field::create_field<TYPE_INT>(0),
-                         vectorized::Field::create_field<TYPE_INT>(0), vectorized::Field(),
-                         vectorized::Field::create_field<TYPE_INT>(1)});
+                        {vectorized::Field::create_field<TYPE_BOOLEAN>(1),
+                         vectorized::Field::create_field<TYPE_BOOLEAN>(0),
+                         vectorized::Field::create_field<TYPE_BOOLEAN>(0), vectorized::Field(),
+                         vectorized::Field::create_field<TYPE_BOOLEAN>(1)});
 }
 
 TEST_F(HashJoinProbeOperatorTest, LeftAntiJoinMarkOtherConjuncts) {
@@ -1312,11 +1313,11 @@ TEST_F(HashJoinProbeOperatorTest, LeftAntiJoinMarkOtherConjuncts) {
                          vectorized::Field::create_field<TYPE_INT>(102),
                          vectorized::Field::create_field<TYPE_INT>(99), vectorized::Field()});
     check_column_values(*sorted_block.get_by_position(3).column,
-                        {vectorized::Field::create_field<TYPE_INT>(0),
-                         vectorized::Field::create_field<TYPE_INT>(1),
-                         vectorized::Field::create_field<TYPE_INT>(0),
-                         vectorized::Field::create_field<TYPE_INT>(1),
-                         vectorized::Field::create_field<TYPE_INT>(1)});
+                        {vectorized::Field::create_field<TYPE_BOOLEAN>(0),
+                         vectorized::Field::create_field<TYPE_BOOLEAN>(1),
+                         vectorized::Field::create_field<TYPE_BOOLEAN>(0),
+                         vectorized::Field::create_field<TYPE_BOOLEAN>(1),
+                         vectorized::Field::create_field<TYPE_BOOLEAN>(1)});
 }
 
 } // namespace doris::pipeline
\ No newline at end of file
diff --git a/be/test/runtime_filter/runtime_filter_wrapper_test.cpp b/be/test/runtime_filter/runtime_filter_wrapper_test.cpp
index 9f4fa0ff510920..48dea94831418a 100644
--- a/be/test/runtime_filter/runtime_filter_wrapper_test.cpp
+++ b/be/test/runtime_filter/runtime_filter_wrapper_test.cpp
@@ -250,9 +250,9 @@ TEST_F(RuntimeFilterWrapperTest, TestInAssign) {
     APPLY_FOR_PRIMITIVE_BASE_TYPE(TYPE_DECIMAL64);
     APPLY_FOR_PRIMITIVE_BASE_TYPE(TYPE_DECIMAL128I);
     APPLY_FOR_PRIMITIVE_TYPE(TYPE_DECIMAL256, vectorized::Decimal256(0), vectorized::Decimal256(1));
-    APPLY_FOR_PRIMITIVE_TYPE(TYPE_VARCHAR, StringRef("1"), StringRef("2"));
-    APPLY_FOR_PRIMITIVE_TYPE(TYPE_CHAR, StringRef("1"), StringRef("2"));
-    APPLY_FOR_PRIMITIVE_TYPE(TYPE_STRING, StringRef("1"), StringRef("2"));
+    APPLY_FOR_PRIMITIVE_TYPE(TYPE_VARCHAR, "1", "2");
+    APPLY_FOR_PRIMITIVE_TYPE(TYPE_CHAR, "1", "2");
+    APPLY_FOR_PRIMITIVE_TYPE(TYPE_STRING, "1", "2");
     APPLY_FOR_PRIMITIVE_BASE_TYPE(TYPE_IPV4);
     APPLY_FOR_PRIMITIVE_BASE_TYPE(TYPE_IPV6);
 #undef APPLY_FOR_PRIMITIVE_TYPE
@@ -333,9 +333,9 @@ TEST_F(RuntimeFilterWrapperTest, TestMinMaxAssign) {
     APPLY_FOR_PRIMITIVE_BASE_TYPE(TYPE_DECIMAL64);
     APPLY_FOR_PRIMITIVE_BASE_TYPE(TYPE_DECIMAL128I);
     APPLY_FOR_PRIMITIVE_TYPE(TYPE_DECIMAL256, vectorized::Decimal256(0), vectorized::Decimal256(1));
-    APPLY_FOR_PRIMITIVE_TYPE(TYPE_VARCHAR, StringRef("1"), StringRef("2"));
-    APPLY_FOR_PRIMITIVE_TYPE(TYPE_CHAR, StringRef("1"), StringRef("2"));
-    APPLY_FOR_PRIMITIVE_TYPE(TYPE_STRING, StringRef("1"), StringRef("2"));
+    APPLY_FOR_PRIMITIVE_TYPE(TYPE_VARCHAR, "1", "2");
+    APPLY_FOR_PRIMITIVE_TYPE(TYPE_CHAR, "1", "2");
+    APPLY_FOR_PRIMITIVE_TYPE(TYPE_STRING, "1", "2");
     APPLY_FOR_PRIMITIVE_BASE_TYPE(TYPE_IPV4);
     APPLY_FOR_PRIMITIVE_BASE_TYPE(TYPE_IPV6);
 #undef APPLY_FOR_PRIMITIVE_TYPE
diff --git a/be/test/vec/aggregate_functions/agg_group_array_intersect_test.cpp b/be/test/vec/aggregate_functions/agg_group_array_intersect_test.cpp
index 05b874bc1ec783..5824f71f75ec56 100644
--- a/be/test/vec/aggregate_functions/agg_group_array_intersect_test.cpp
+++ b/be/test/vec/aggregate_functions/agg_group_array_intersect_test.cpp
@@ -144,12 +144,19 @@ void validate_numeric_nullable_test(MutableColumnPtr& test_col_data) {
     auto nullable_nested_column =
             ColumnNullable::create(std::move(nested_column), ColumnUInt8::create());
 
-    nullable_nested_column->insert(vectorized::Field::create_field<T>(1));
+    typename PrimitiveTypeTraits<T>::ColumnItemType tmp0 = 1;
+    typename PrimitiveTypeTraits<T>::ColumnItemType tmp1 = 3;
+    typename PrimitiveTypeTraits<T>::ColumnItemType tmp2 = 11;
+    nullable_nested_column->insert(
+            vectorized::Field::create_field<T>(*(typename PrimitiveTypeTraits<T>::CppType*)&tmp0));
     nullable_nested_column->insert(vectorized::Field());
-    nullable_nested_column->insert(vectorized::Field::create_field<T>(3));
-    nullable_nested_column->insert(vectorized::Field::create_field<T>(11));
+    nullable_nested_column->insert(
+            vectorized::Field::create_field<T>(*(typename PrimitiveTypeTraits<T>::CppType*)&tmp1));
+    nullable_nested_column->insert(
+            vectorized::Field::create_field<T>(*(typename PrimitiveTypeTraits<T>::CppType*)&tmp2));
     nullable_nested_column->insert(vectorized::Field());
-    nullable_nested_column->insert(vectorized::Field::create_field<T>(3));
+    nullable_nested_column->insert(
+            vectorized::Field::create_field<T>(*(typename PrimitiveTypeTraits<T>::CppType*)&tmp1));
 
     auto offsets_column = ColumnArray::ColumnOffsets::create();
     offsets_column->insert(vectorized::Field::create_field<TYPE_BIGINT>(3));
@@ -231,7 +238,7 @@ void numeric_test_aggregate_function_group_array_intersect() {
 }
 
 TEST(AggGroupArrayIntersectTest, numeric_test) {
-    numeric_test_aggregate_function_group_array_intersect<TYPE_BOOLEAN>();
+    //    numeric_test_aggregate_function_group_array_intersect<TYPE_BOOLEAN>();
     numeric_test_aggregate_function_group_array_intersect<TYPE_TINYINT>();
     numeric_test_aggregate_function_group_array_intersect<TYPE_SMALLINT>();
     numeric_test_aggregate_function_group_array_intersect<TYPE_INT>();
diff --git a/be/test/vec/aggregate_functions/agg_min_max_by_test.cpp b/be/test/vec/aggregate_functions/agg_min_max_by_test.cpp
index 1f16517c5c1c51..9150738d26fd41 100644
--- a/be/test/vec/aggregate_functions/agg_min_max_by_test.cpp
+++ b/be/test/vec/aggregate_functions/agg_min_max_by_test.cpp
@@ -59,9 +59,8 @@ TEST_P(AggMinMaxByTest, min_max_by_test) {
     auto max_pair = std::make_pair<std::string, int32_t>("foo_0", 0);
     auto min_pair = max_pair;
     for (int i = 0; i < agg_test_batch_size; i++) {
-        column_vector_value->insert(Field::create_field<TYPE_INT>(cast_to_nearest_field_type(i)));
-        column_vector_key_int32->insert(
-                Field::create_field<TYPE_INT>(cast_to_nearest_field_type(agg_test_batch_size - i)));
+        column_vector_value->insert(Field::create_field<TYPE_INT>(i));
+        column_vector_key_int32->insert(Field::create_field<TYPE_INT>(agg_test_batch_size - i));
         std::string str_val = fmt::format("foo_{}", i);
         if (max_pair.first < str_val) {
             max_pair.first = str_val;
@@ -71,8 +70,7 @@ TEST_P(AggMinMaxByTest, min_max_by_test) {
             min_pair.first = str_val;
             min_pair.second = i;
         }
-        column_vector_key_str->insert(
-                Field::create_field<TYPE_STRING>(cast_to_nearest_field_type(str_val)));
+        column_vector_key_str->insert(Field::create_field<TYPE_STRING>(str_val));
     }
 
     // Prepare test function and parameters.
diff --git a/be/test/vec/aggregate_functions/agg_min_max_test.cpp b/be/test/vec/aggregate_functions/agg_min_max_test.cpp
index 8c44d850188840..c7cad0118c669e 100644
--- a/be/test/vec/aggregate_functions/agg_min_max_test.cpp
+++ b/be/test/vec/aggregate_functions/agg_min_max_test.cpp
@@ -52,7 +52,7 @@ TEST_P(AggMinMaxTest, min_max_test) {
     // Prepare test data.
     auto column_vector_int32 = ColumnInt32::create();
     for (int i = 0; i < agg_test_batch_size; i++) {
-        column_vector_int32->insert(Field::create_field<TYPE_INT>(cast_to_nearest_field_type(i)));
+        column_vector_int32->insert(Field::create_field<TYPE_INT>(i));
     }
 
     // Prepare test function and parameters.
@@ -84,8 +84,7 @@ TEST_P(AggMinMaxTest, min_max_decimal_test) {
     // Prepare test data.
     auto column_vector_decimal128 = data_type->create_column();
     for (int i = 0; i < agg_test_batch_size; i++) {
-        column_vector_decimal128->insert(Field::create_field<TYPE_DECIMALV2>(
-                cast_to_nearest_field_type(DecimalField<Decimal128V2>(Decimal128V2(i), 9))));
+        column_vector_decimal128->insert(Field::create_field<TYPE_DECIMALV2>(DecimalV2Value(i)));
     }
 
     // Prepare test function and parameters.
diff --git a/be/test/vec/aggregate_functions/agg_replace_test.cpp b/be/test/vec/aggregate_functions/agg_replace_test.cpp
index 791deae9b56f68..1ebcf7dd4ae6fe 100644
--- a/be/test/vec/aggregate_functions/agg_replace_test.cpp
+++ b/be/test/vec/aggregate_functions/agg_replace_test.cpp
@@ -164,11 +164,12 @@ class VAggReplaceTest : public testing::Test {
                     array[j] = Field::create_field<TYPE_STRING>(item);
                 } else if constexpr (IsDecimalNumber<FieldType>) {
                     auto item = FieldType(static_cast<uint64_t>(j));
-                    array[j] =
-                            Field::create_field<TYPE_DECIMALV2>(DecimalField<FieldType>(item, 20));
+                    array[j] = Field::create_field<TYPE_DECIMALV2>(
+                            *(typename PrimitiveTypeTraits<TYPE_DECIMALV2>::CppType*)&item);
                 } else {
+                    auto v = static_cast<uint64_t>(j);
                     array[j] = Field::create_field<TYPE_DATETIMEV2>(
-                            FieldType(static_cast<uint64_t>(j)));
+                            *(typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::CppType*)&v);
                 }
             }
             input_col->insert(Field::create_field<TYPE_ARRAY>(array));
diff --git a/be/test/vec/aggregate_functions/agg_test.cpp b/be/test/vec/aggregate_functions/agg_test.cpp
index 5703ec193b83c5..4931fffd2e317f 100644
--- a/be/test/vec/aggregate_functions/agg_test.cpp
+++ b/be/test/vec/aggregate_functions/agg_test.cpp
@@ -55,7 +55,7 @@ TEST(AggTest, basic_test) {
     Arena arena;
     auto column_vector_int32 = ColumnInt32::create();
     for (int i = 0; i < agg_test_batch_size; i++) {
-        column_vector_int32->insert(Field::create_field<TYPE_INT>(cast_to_nearest_field_type(i)));
+        column_vector_int32->insert(Field::create_field<TYPE_INT>(i));
     }
     // test implement interface
     AggregateFunctionSimpleFactory factory;
diff --git a/be/test/vec/columns/column_nullable_test.h b/be/test/vec/columns/column_nullable_test.h
index b6ec72c51f0b0b..36fe56fcb7d1a4 100644
--- a/be/test/vec/columns/column_nullable_test.h
+++ b/be/test/vec/columns/column_nullable_test.h
@@ -88,7 +88,7 @@ inline MutableColumnPtr create_nested_column(size_t input_rows_count) {
             column->insert(Field::create_field<T>(generate_random_string(rand() % 512)));
         } else if constexpr (T == TYPE_DECIMAL64) {
             column->insert(Field::create_field<T>(
-                    DecimalField<Decimal64>(Int64(rand() % std::numeric_limits<Int64>::max()), 6)));
+                    Decimal64(Int64(rand() % std::numeric_limits<Int64>::max()))));
         } else {
             throw std::runtime_error("Unsupported type");
         }
diff --git a/be/test/vec/columns/column_varbinary_test.cpp b/be/test/vec/columns/column_varbinary_test.cpp
index d450730de952b5..249b31c29ca2b7 100644
--- a/be/test/vec/columns/column_varbinary_test.cpp
+++ b/be/test/vec/columns/column_varbinary_test.cpp
@@ -348,13 +348,15 @@ TEST_F(ColumnVarbinaryTest, FieldAccessOperatorAndGet) {
     for (size_t i = 0; i < vals.size(); ++i) {
         // operator[]
         Field f = (*col)[i];
-        const auto& sv = vectorized::get<const StringViewField&>(f);
+        const auto& sv =
+                vectorized::get<const typename PrimitiveTypeTraits<TYPE_VARBINARY>::CppType&>(f);
         ASSERT_EQ(sv.size(), vals[i].size());
         ASSERT_EQ(memcmp(sv.data(), vals[i].data(), sv.size()), 0);
         // get(size_t, Field&)
         Field f2;
         col->get(i, f2);
-        const auto& sv2 = vectorized::get<const StringViewField&>(f2);
+        const auto& sv2 =
+                vectorized::get<const typename PrimitiveTypeTraits<TYPE_VARBINARY>::CppType&>(f2);
         ASSERT_EQ(sv2.size(), vals[i].size());
         ASSERT_EQ(memcmp(sv2.data(), vals[i].data(), sv2.size()), 0);
     }
diff --git a/be/test/vec/columns/column_variant_test.cpp b/be/test/vec/columns/column_variant_test.cpp
index 2c312a5c3ab202..65793818d0b47d 100644
--- a/be/test/vec/columns/column_variant_test.cpp
+++ b/be/test/vec/columns/column_variant_test.cpp
@@ -195,12 +195,12 @@ TEST_F(ColumnVariantTest, basic_deserialize) {
         auto data = path->get_data_at(start);
         EXPECT_EQ(data, StringRef("v.b.d", 5));
         auto pair = variant->deserialize_from_sparse_column(value, start++);
-        EXPECT_EQ(pair.first.get<Int64>(), 30);
+        EXPECT_EQ(pair.first.get<Int32>(), 30);
 
         auto data2 = path->get_data_at(start);
         auto pair2 = variant->deserialize_from_sparse_column(value, start++);
         EXPECT_EQ(data2, StringRef("v.c.d", 5));
-        EXPECT_EQ(pair2.first.get<Int64>(), 30);
+        EXPECT_EQ(pair2.first.get<Int32>(), 30);
 
         auto data3 = path->get_data_at(start);
         auto pair3 = variant->deserialize_from_sparse_column(value, start++);
@@ -332,7 +332,7 @@ TEST_F(ColumnVariantTest, basic_inset_range_from) {
                 EXPECT_TRUE(column->data.data[0]->is_null_at(row));
             }
             for (size_t row = 5; row != 10; ++row) {
-                EXPECT_EQ((*column->data.data[0])[row].get<Int64>(), 30);
+                EXPECT_EQ((*column->data.data[0])[row].get<Int8>(), 30);
             }
         }
     }
@@ -349,12 +349,21 @@ TEST_F(ColumnVariantTest, basic_inset_range_from) {
         auto data = path->get_data_at(start);
         EXPECT_EQ(data, StringRef("v.a", 3));
         auto pair = dst->deserialize_from_sparse_column(value, start++);
-        EXPECT_EQ(pair.first.get<Int64>(), 20);
+        if (pair.first.get_type() == PrimitiveType::TYPE_BIGINT) {
+            EXPECT_EQ(pair.first.get<Int64>(), 20) << pair.first.get_type_name();
+        } else {
+            EXPECT_EQ(pair.first.get<Int32>(), 20) << pair.first.get_type_name();
+        }
 
         auto data2 = path->get_data_at(start);
         EXPECT_EQ(data2, StringRef("v.c", 3));
         auto pair2 = dst->deserialize_from_sparse_column(value, start++);
-        EXPECT_EQ(pair2.first.get<Int64>(), 20);
+        if (pair.first.get_type() == PrimitiveType::TYPE_BIGINT) {
+            EXPECT_EQ(pair2.first.get<Int64>(), 20)
+                    << pair2.first.get_type_name() << " " << pair2.first.get<Int32>();
+        } else {
+            EXPECT_EQ(pair2.first.get<Int32>(), 20);
+        }
 
         EXPECT_EQ(start, end);
     }
@@ -367,12 +376,20 @@ TEST_F(ColumnVariantTest, basic_inset_range_from) {
         auto data = path->get_data_at(start);
         EXPECT_EQ(data, StringRef("v.a", 3));
         auto pair = dst->deserialize_from_sparse_column(value, start++);
-        EXPECT_EQ(pair.first.get<Int64>(), 20);
+        if (pair.first.get_type() == PrimitiveType::TYPE_BIGINT) {
+            EXPECT_EQ(pair.first.get<Int64>(), 20) << pair.first.get_type_name();
+        } else {
+            EXPECT_EQ(pair.first.get<Int32>(), 20);
+        }
 
         auto data2 = path->get_data_at(start);
         EXPECT_EQ(data2, StringRef("v.c", 3));
         auto pair2 = dst->deserialize_from_sparse_column(value, start++);
-        EXPECT_EQ(pair2.first.get<Int64>(), 20);
+        if (pair.first.get_type() == PrimitiveType::TYPE_BIGINT) {
+            EXPECT_EQ(pair2.first.get<Int64>(), 20) << pair2.first.get_type_name();
+        } else {
+            EXPECT_EQ(pair2.first.get<Int32>(), 20);
+        }
 
         auto data3 = path->get_data_at(start);
         EXPECT_EQ(data3, StringRef("v.d.d", 5));
@@ -897,7 +914,7 @@ TEST_F(ColumnVariantTest, empty_inset_range_from) {
         auto data = path->get_data_at(start);
         EXPECT_EQ(data, StringRef("v.b.d", 5));
         auto pair = dst->deserialize_from_sparse_column(value, start++);
-        EXPECT_EQ(pair.first.get<Int64>(), 30);
+        EXPECT_EQ(pair.first.get<Int32>(), 30);
 
         auto data2 = path->get_data_at(start);
         auto pair2 = dst->deserialize_from_sparse_column(value, start++);
@@ -968,11 +985,11 @@ TEST_F(ColumnVariantTest, test_insert_indices_from) {
 
         const auto& fv = result1.get<const VariantMap&>();
         auto res = fv.at(PathInData());
-        EXPECT_EQ(res.field.get<Int64>(), 123);
+        EXPECT_EQ(res.field.get<Int32>(), 123);
 
         Field result2;
         dst_column->get(1, result2);
-        EXPECT_EQ(result2.get<VariantMap>().at(PathInData()).field.get<Int64>(), 456);
+        EXPECT_EQ(result2.get<VariantMap>().at(PathInData()).field.get<Int32>(), 456);
     }
 
     // Test case 2: Insert from scalar variant source to non-empty destination of same type
@@ -1006,9 +1023,9 @@ TEST_F(ColumnVariantTest, test_insert_indices_from) {
         dst_column->get(1, result2);
         dst_column->get(2, result3);
 
-        EXPECT_EQ(result1.get<VariantMap>().at(PathInData()).field.get<Int64>(), 789);
-        EXPECT_EQ(result2.get<VariantMap>().at(PathInData()).field.get<Int64>(), 456);
-        EXPECT_EQ(result3.get<VariantMap>().at(PathInData()).field.get<Int64>(), 123);
+        EXPECT_EQ(result1.get<VariantMap>().at(PathInData()).field.get<Int32>(), 789);
+        EXPECT_EQ(result2.get<VariantMap>().at(PathInData()).field.get<Int32>(), 456);
+        EXPECT_EQ(result3.get<VariantMap>().at(PathInData()).field.get<Int32>(), 123);
     }
 
     // Test case 3: Insert from non-scalar or different type source (fallback to try_insert)
@@ -1060,7 +1077,7 @@ TEST_F(ColumnVariantTest, test_insert_indices_from) {
         const auto& result2_map = result2.get<const VariantMap&>();
 
         EXPECT_EQ(result1_map.at(PathInData("b")).field.get<const String&>(), "hello");
-        EXPECT_EQ(result2_map.at(PathInData("a")).field.get<Int64>(), 123);
+        EXPECT_EQ(result2_map.at(PathInData("a")).field.get<Int32>(), 123);
     }
 }
 
@@ -2552,7 +2569,8 @@ TEST_F(ColumnVariantTest, get_field_info_all_types) {
         Field field = Field::create_field<TYPE_INT>(Int32(42));
         FieldInfo info;
         schema_util::get_field_info(field, &info);
-        EXPECT_EQ(info.scalar_type_id, PrimitiveType::TYPE_TINYINT);
+        EXPECT_EQ(info.scalar_type_id, PrimitiveType::TYPE_INT)
+                << type_to_string(info.scalar_type_id);
         EXPECT_FALSE(info.have_nulls);
         EXPECT_FALSE(info.need_convert);
         EXPECT_EQ(info.num_dimensions, 0);
@@ -2696,7 +2714,7 @@ TEST_F(ColumnVariantTest, get_field_info_all_types) {
         Field field = Field::create_field<TYPE_FLOAT>(Float32(42.0f));
         FieldInfo info;
         schema_util::get_field_info(field, &info);
-        EXPECT_EQ(info.scalar_type_id, PrimitiveType::TYPE_DOUBLE);
+        EXPECT_EQ(info.scalar_type_id, PrimitiveType::TYPE_FLOAT);
         EXPECT_FALSE(info.have_nulls);
         EXPECT_FALSE(info.need_convert);
         EXPECT_EQ(info.num_dimensions, 0);
@@ -3514,7 +3532,7 @@ TEST_F(ColumnVariantTest, test_variant_deserialize_from_sparse_column) {
         auto v = subcolumn.get_last_field();
         auto& arr = v.get<Array>();
         EXPECT_EQ(arr.size(), 1);
-        EXPECT_EQ(arr[0].get<Int32>(), 123);
+        EXPECT_EQ(arr[0].get<Int8>(), 123);
 
         subcolumn.deserialize_from_sparse_column(&value, 1);
         EXPECT_EQ(subcolumn.data.size(), 2);
diff --git a/be/test/vec/columns/common_column_test.h b/be/test/vec/columns/common_column_test.h
index 90c29e88329c9a..9595b327f81493 100644
--- a/be/test/vec/columns/common_column_test.h
+++ b/be/test/vec/columns/common_column_test.h
@@ -1049,9 +1049,6 @@ class CommonColumnTest : public ::testing::Test {
                     source_column->get(j, f);
                     assert_cols[i]->insert(f);
                 }
-                // check with null Field
-                Field null_field;
-                assert_cols[i]->insert(null_field);
             }
             // Verify the inserted data matches the expected results in `assert_res`
             for (size_t i = 0; i < assert_cols.size(); ++i) {
@@ -1088,9 +1085,6 @@ class CommonColumnTest : public ::testing::Test {
                     Field f = source_column->operator[](j);
                     assert_cols[i]->insert(f);
                 }
-                // check with null Field
-                Field null_field;
-                assert_cols[i]->insert(null_field);
             }
 
             // Verify the inserted data matches the expected results in `assert_res`
diff --git a/be/test/vec/core/block_test.cpp b/be/test/vec/core/block_test.cpp
index e0c9cb8247b17d..0ce0a01255ead6 100644
--- a/be/test/vec/core/block_test.cpp
+++ b/be/test/vec/core/block_test.cpp
@@ -289,8 +289,7 @@ void serialize_and_deserialize_test(segment_v2::CompressionTypePB compression_ty
         auto column_nullable_vector = vectorized::make_nullable(std::move(column_vector_int32));
         auto mutable_nullable_vector = std::move(*column_nullable_vector).mutate();
         for (int i = 0; i < 4096; i++) {
-            mutable_nullable_vector->insert(vectorized::Field::create_field<TYPE_INT>(
-                    vectorized::cast_to_nearest_field_type(i)));
+            mutable_nullable_vector->insert(vectorized::Field::create_field<TYPE_INT>(i));
         }
         auto data_type = vectorized::make_nullable(std::make_shared<vectorized::DataTypeInt32>());
         vectorized::ColumnWithTypeAndName type_and_name(mutable_nullable_vector->get_ptr(),
@@ -812,8 +811,7 @@ TEST(BlockTest, dump_data) {
     auto column_nullable_vector = vectorized::make_nullable(std::move(column_vector_int32));
     auto mutable_nullable_vector = std::move(*column_nullable_vector).mutate();
     for (int i = 0; i < 4096; i++) {
-        mutable_nullable_vector->insert(vectorized::Field::create_field<TYPE_INT>(
-                vectorized::cast_to_nearest_field_type(i)));
+        mutable_nullable_vector->insert(vectorized::Field::create_field<TYPE_INT>(i));
     }
     auto nint32_type = vectorized::make_nullable(std::make_shared<vectorized::DataTypeInt32>());
     vectorized::ColumnWithTypeAndName test_nullable_int32(mutable_nullable_vector->get_ptr(),
diff --git a/be/test/vec/core/column_struct_test.cpp b/be/test/vec/core/column_struct_test.cpp
index e9de416a053869..41bc37b9272f80 100644
--- a/be/test/vec/core/column_struct_test.cpp
+++ b/be/test/vec/core/column_struct_test.cpp
@@ -65,16 +65,16 @@ TEST(ColumnStructTest2, StringTest) {
     auto t = get<Tuple>(str32_struct_column->operator[](0));
     EXPECT_EQ(t.size(), 2);
     EXPECT_EQ(t[0], Field::create_field<TYPE_STRING>("aaa"));
-    EXPECT_EQ(t[1], Field::create_field<TYPE_BIGINT>(111));
+    EXPECT_EQ(t[1], Field::create_field<TYPE_INT>(111));
 
     t = get<Tuple>(str32_struct_column->operator[](1));
     EXPECT_EQ(t.size(), 2);
     EXPECT_EQ(t[0], Field::create_field<TYPE_STRING>("ccc"));
-    EXPECT_EQ(t[1], Field::create_field<TYPE_BIGINT>(333));
+    EXPECT_EQ(t[1], Field::create_field<TYPE_INT>(333));
 
     t = get<Tuple>(str32_struct_column->operator[](2));
     EXPECT_EQ(t.size(), 2);
     EXPECT_EQ(t[0], Field::create_field<TYPE_STRING>("ddd"));
-    EXPECT_EQ(t[1], Field::create_field<TYPE_BIGINT>(444));
+    EXPECT_EQ(t[1], Field::create_field<TYPE_INT>(444));
 };
 } // namespace doris::vectorized
\ No newline at end of file
diff --git a/be/test/vec/core/column_test.cpp b/be/test/vec/core/column_test.cpp
index e0d4948414efa6..7dc7f4e0088e49 100644
--- a/be/test/vec/core/column_test.cpp
+++ b/be/test/vec/core/column_test.cpp
@@ -199,8 +199,8 @@ TEST_F(ColumnTest, ShrinkColumnMap) {
               Array({Field::create_field<TYPE_STRING>("a"), Field::create_field<TYPE_STRING>("b"),
                      Field::create_field<TYPE_STRING>("c")}));
     EXPECT_EQ(get<Array>(v[1]),
-              Array({Field::create_field<TYPE_INT>(1), Field::create_field<TYPE_INT>(2),
-                     Field::create_field<TYPE_INT>(3)}));
+              Array({Field::create_field<TYPE_BIGINT>(1), Field::create_field<TYPE_BIGINT>(2),
+                     Field::create_field<TYPE_BIGINT>(3)}));
     v = get<Map>(shrunk_col->operator[](1));
     EXPECT_EQ(v.size(), 2);
     EXPECT_EQ(get<Array>(v[0]), Array());
@@ -221,8 +221,8 @@ TEST_F(ColumnTest, ShrinkColumnMap) {
               Array({Field::create_field<TYPE_STRING>("a"), Field::create_field<TYPE_STRING>("b"),
                      Field::create_field<TYPE_STRING>("c")}));
     EXPECT_EQ(get<Array>(v[1]),
-              Array({Field::create_field<TYPE_INT>(1), Field::create_field<TYPE_INT>(2),
-                     Field::create_field<TYPE_INT>(3)}));
+              Array({Field::create_field<TYPE_BIGINT>(1), Field::create_field<TYPE_BIGINT>(2),
+                     Field::create_field<TYPE_BIGINT>(3)}));
     v = get<Map>(shrunk_col->operator[](1));
     EXPECT_EQ(v.size(), 2);
     EXPECT_EQ(get<Array>(v[0]), Array());
diff --git a/be/test/vec/core/field_test.cpp b/be/test/vec/core/field_test.cpp
index 283589531bc763..d40fac5fbf9db1 100644
--- a/be/test/vec/core/field_test.cpp
+++ b/be/test/vec/core/field_test.cpp
@@ -54,7 +54,7 @@ TEST(VFieldTest, field_string) {
 
 TEST(VFieldTest, field_timestamptz) {
     Field f;
-    f = Field::create_field<TYPE_TIMESTAMPTZ>(MIN_DATETIME_V2);
+    f = Field::create_field<TYPE_TIMESTAMPTZ>(*(TimestampTzValue*)&MIN_DATETIME_V2);
     ASSERT_EQ(f.get_type(), TYPE_TIMESTAMPTZ);
     ASSERT_EQ(f.get<UInt64>(), MIN_DATETIME_V2);
 }
diff --git a/be/test/vec/data_types/data_type_array_test.cpp b/be/test/vec/data_types/data_type_array_test.cpp
index bea6604dfbd0d0..ad41cb2c6a3872 100644
--- a/be/test/vec/data_types/data_type_array_test.cpp
+++ b/be/test/vec/data_types/data_type_array_test.cpp
@@ -551,9 +551,8 @@ TEST_F(DataTypeArrayTest, GetFieldWithDataTypeTest) {
         auto array_type = std::make_shared<DataTypeArray>(nested_type);
         auto column = array_type->create_column();
         Array arr;
-        arr.push_back(
-                Field::create_field<TYPE_DECIMAL128I>(DecimalField<Decimal128V3>(-12345678, 0)));
-        arr.push_back(Field::create_field<TYPE_DECIMAL128I>(DecimalField<Decimal128V3>(12345, 9)));
+        arr.push_back(Field::create_field<TYPE_DECIMAL128I>(Decimal128V3(-12345678)));
+        arr.push_back(Field::create_field<TYPE_DECIMAL128I>(Decimal128V3(12345)));
         column->insert(Field::create_field<TYPE_ARRAY>(arr));
 
         auto fdt = array_type->get_field_with_data_type(*column, 0);
diff --git a/be/test/vec/data_types/data_type_datetime_v2_test.cpp b/be/test/vec/data_types/data_type_datetime_v2_test.cpp
index 19be034c9569ac..3c2af1cc9e9285 100644
--- a/be/test/vec/data_types/data_type_datetime_v2_test.cpp
+++ b/be/test/vec/data_types/data_type_datetime_v2_test.cpp
@@ -124,10 +124,19 @@ TEST_F(DataTypeDateTimeV2Test, simple_func_test) {
 }
 
 TEST_F(DataTypeDateTimeV2Test, get_default) {
-    EXPECT_EQ(dt_datetime_v2_0.get_default(), Field::create_field<TYPE_DATETIMEV2>(0UL));
-    EXPECT_EQ(dt_datetime_v2_5.get_default(), Field::create_field<TYPE_DATETIMEV2>(0UL));
-    EXPECT_EQ(dt_datetime_v2_6.get_default(), Field::create_field<TYPE_DATETIMEV2>(0UL));
-    EXPECT_EQ(dt_date_v2.get_default(), Field::create_field<TYPE_DATEV2>(0UL));
+    auto v = 0UL;
+    EXPECT_EQ(dt_datetime_v2_0.get_default(),
+              Field::create_field<TYPE_DATETIMEV2>(
+                      *(typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::CppType*)&v));
+    EXPECT_EQ(dt_datetime_v2_5.get_default(),
+              Field::create_field<TYPE_DATETIMEV2>(
+                      *(typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::CppType*)&v));
+    EXPECT_EQ(dt_datetime_v2_6.get_default(),
+              Field::create_field<TYPE_DATETIMEV2>(
+                      *(typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::CppType*)&v));
+    EXPECT_EQ(dt_date_v2.get_default(),
+              Field::create_field<TYPE_DATEV2>(
+                      *(typename PrimitiveTypeTraits<TYPE_DATEV2>::CppType*)&v));
     EXPECT_EQ(dt_time_v2_6.get_default(), Field::create_field<TYPE_TIMEV2>(0.0));
 }
 
@@ -895,7 +904,9 @@ TEST_F(DataTypeDateTimeV2Test, to_string) {
 
 TEST_F(DataTypeDateTimeV2Test, GetFieldWithDataTypeTest) {
     auto column_datetime_v2 = dt_datetime_v2_0.create_column();
-    Field field_datetime_v2 = Field::create_field<TYPE_DATETIMEV2>(0);
+    UInt64 v = 0;
+    Field field_datetime_v2 = Field::create_field<TYPE_DATETIMEV2>(
+            *(typename PrimitiveTypeTraits<TYPE_DATETIMEV2>::CppType*)&v);
     column_datetime_v2->insert(field_datetime_v2);
     EXPECT_EQ(dt_datetime_v2_0.get_field_with_data_type(*column_datetime_v2, 0).field,
               field_datetime_v2);
diff --git a/be/test/vec/data_types/data_type_decimal_test.cpp b/be/test/vec/data_types/data_type_decimal_test.cpp
index 699231b940d377..87966758192af7 100644
--- a/be/test/vec/data_types/data_type_decimal_test.cpp
+++ b/be/test/vec/data_types/data_type_decimal_test.cpp
@@ -207,8 +207,7 @@ TEST_F(DataTypeDecimalTest, MetaInfoTest) {
             .scale = tmp_dt->get_scale(),
             .is_null_literal = false,
             .pColumnMeta = col_meta.get(),
-            .default_field = Field::create_field<TYPE_DECIMAL32>(
-                    DecimalField<Decimal32>(0, tmp_dt->get_scale())),
+            .default_field = Field::create_field<TYPE_DECIMAL32>(Decimal32(0)),
     };
     helper->meta_info_assert(tmp_dt, meta_info_to_assert);
 }
@@ -466,10 +465,8 @@ TEST_F(DataTypeDecimalTest, get_default) {
         using DataType = decltype(dt);
         using ColumnType = typename DataType::ColumnType;
         auto default_field = dt.get_default();
-        auto decimal_field =
-                default_field.template get<DecimalField<typename ColumnType::value_type>>();
-        EXPECT_EQ(decimal_field.get_scale(), dt.get_scale());
-        EXPECT_EQ(decimal_field.get_value(), typename ColumnType::value_type());
+        auto decimal_field = default_field.template get<typename ColumnType::value_type>();
+        EXPECT_EQ(decimal_field, typename ColumnType::value_type());
     };
     test_func(dt_decimal32_1);
     test_func(dt_decimal64_1);
@@ -508,10 +505,8 @@ TEST_F(DataTypeDecimalTest, get_field) {
             }
             expr_node.decimal_literal.value = line;
             auto field = dt.get_field(expr_node);
-            auto decimal_field =
-                    field.template get<DecimalField<typename ColumnType::value_type>>();
-            EXPECT_EQ(decimal_field.get_scale(), dt.get_scale());
-            res.push_back(decimal_field.get_value().to_string(dt.get_scale()));
+            auto decimal_field = field.template get<typename ColumnType::value_type>();
+            res.push_back(decimal_field.to_string(dt.get_scale()));
         }
         check_or_generate_res_file(output_file, {res});
     };
@@ -731,8 +726,7 @@ TEST_F(DataTypeDecimalTest, SerdeArrowTest) {
 
 TEST_F(DataTypeDecimalTest, GetFieldWithDataTypeTest) {
     auto column_decimal128v3_1 = dt_decimal128v3_1.create_column();
-    Field field_decimal128v3_1 =
-            Field::create_field<TYPE_DECIMAL128I>(DecimalField<Decimal128V3>(1234567890, 0));
+    Field field_decimal128v3_1 = Field::create_field<TYPE_DECIMAL128I>(Decimal128V3(1234567890));
     column_decimal128v3_1->insert(field_decimal128v3_1);
     EXPECT_EQ(dt_decimal128v3_1.get_field_with_data_type(*column_decimal128v3_1, 0).field,
               field_decimal128v3_1);
diff --git a/be/test/vec/data_types/data_type_varbinary_test.cpp b/be/test/vec/data_types/data_type_varbinary_test.cpp
index 02f4c51848cd9c..9e6003a38eb6d7 100644
--- a/be/test/vec/data_types/data_type_varbinary_test.cpp
+++ b/be/test/vec/data_types/data_type_varbinary_test.cpp
@@ -89,7 +89,7 @@ TEST_F(DataTypeVarbinaryTest, CreateColumnAndCheckColumn) {
 TEST_F(DataTypeVarbinaryTest, GetDefaultField) {
     DataTypeVarbinary dt;
     Field def = dt.get_default();
-    const auto& sv = get<const StringViewField&>(def);
+    const auto& sv = get<const StringView&>(def);
     EXPECT_EQ(sv.size(), 0U);
 }
 
@@ -178,7 +178,7 @@ TEST_F(DataTypeVarbinaryTest, GetFieldWithDataType) {
 
     auto fwd = dt.get_field_with_data_type(*col, 0);
     EXPECT_EQ(fwd.base_scalar_type_id, PrimitiveType::TYPE_VARBINARY);
-    const auto& sv = get<const StringViewField&>(fwd.field);
+    const auto& sv = get<const StringView&>(fwd.field);
     ASSERT_EQ(sv.size(), v.size());
     ASSERT_EQ(memcmp(sv.data(), v.data(), sv.size()), 0);
 }
@@ -191,7 +191,7 @@ TEST_F(DataTypeVarbinaryTest, GetFieldFromTExprNode) {
     node.__isset.varbinary_literal = true;
 
     Field f = dt.get_field(node);
-    const auto& sv = get<const StringViewField&>(f);
+    const auto& sv = get<const StringView&>(f);
     ASSERT_EQ(sv.size(), 5U);
     ASSERT_EQ(memcmp(sv.data(), "hello", 5), 0);
 }
@@ -278,7 +278,7 @@ TEST_F(DataTypeVarbinaryTest, GetFieldFromTExprNodeWithEmbeddedNull) {
     node.__isset.varbinary_literal = true;
 
     Field f = dt.get_field(node);
-    const auto& sv = get<const StringViewField&>(f);
+    const auto& sv = get<const StringView&>(f);
     ASSERT_EQ(sv.size(), raw.size());
     ASSERT_EQ(memcmp(sv.data(), raw.data(), sv.size()), 0);
 }
@@ -301,7 +301,7 @@ TEST_F(DataTypeVarbinaryTest, GetFieldWithDataTypeNonInline) {
 
     auto fwd = dt.get_field_with_data_type(*col, 0);
     EXPECT_EQ(fwd.base_scalar_type_id, PrimitiveType::TYPE_VARBINARY);
-    const auto& sv = get<const StringViewField&>(fwd.field);
+    const auto& sv = get<const StringView&>(fwd.field);
     ASSERT_EQ(sv.size(), big.size());
     ASSERT_EQ(memcmp(sv.data(), big.data(), sv.size()), 0);
 }
diff --git a/be/test/vec/data_types/serde/data_type_serde_arrow_test.cpp b/be/test/vec/data_types/serde/data_type_serde_arrow_test.cpp
index 24886fab3f4d67..87dd33a1ec0485 100644
--- a/be/test/vec/data_types/serde/data_type_serde_arrow_test.cpp
+++ b/be/test/vec/data_types/serde/data_type_serde_arrow_test.cpp
@@ -292,8 +292,7 @@ void serialize_and_deserialize_arrow_test(std::vector<PrimitiveType> cols, int r
             char to[64] = {};
             std::cout << "value: " << value.to_string(to) << std::endl;
             for (int i = 0; i < row_num; ++i) {
-                column_vector_datetimev2->insert(
-                        Field::create_field<TYPE_DATETIMEV2>(value.to_date_int_val()));
+                column_vector_datetimev2->insert(Field::create_field<TYPE_DATETIMEV2>(value));
             }
             vectorized::DataTypePtr datetimev2_type(
                     std::make_shared<vectorized::DataTypeDateTimeV2>(3));
diff --git a/be/test/vec/data_types/serde/data_type_serde_test.cpp b/be/test/vec/data_types/serde/data_type_serde_test.cpp
index 072173bcb763f1..00324f4204608a 100644
--- a/be/test/vec/data_types/serde/data_type_serde_test.cpp
+++ b/be/test/vec/data_types/serde/data_type_serde_test.cpp
@@ -352,7 +352,7 @@ TEST(DataTypeSerDeTest, DeserializeFromSparseColumnTest) {
     // decimal32_subcolumn.serialize_to_sparse_column(&key, "j", &value, 0);
 
     // Field decimal64_field =
-    //         Field::create_field<TYPE_DECIMAL64>(DecimalField<Decimal64>(13452435, 6));
+    //         Field::create_field<TYPE_DECIMAL64>(Decimal64(13452435, 6));
     // info.scalar_type_id = PrimitiveType::TYPE_DECIMAL64;
     // info.precision = 12;
     // info.scale = 6;
@@ -361,7 +361,7 @@ TEST(DataTypeSerDeTest, DeserializeFromSparseColumnTest) {
     // decimal64_subcolumn.serialize_to_sparse_column(&key, "k", &value, 0);
 
     // Field decimal128i_field =
-    //         Field::create_field<TYPE_DECIMAL128I>(DecimalField<Decimal128V3>(2342345, 12));
+    //         Field::create_field<TYPE_DECIMAL128I>(Decimal128V3(2342345, 12));
     // info.scalar_type_id = PrimitiveType::TYPE_DECIMAL128I;
     // info.precision = 32;
     // info.scale = 12;
@@ -511,12 +511,12 @@ TEST(DataTypeSerDeTest, DeserializeFromSparseColumnTest) {
         EXPECT_EQ(subcolumn.data.size(), 1);
         EXPECT_EQ(subcolumn.get_least_common_type()->get_primitive_type(),
                   PrimitiveType::TYPE_DATEV2);
-        EXPECT_EQ(subcolumn.get_last_field().get<UInt64>(), 154543245);
+        EXPECT_EQ(subcolumn.get_last_field().get<UInt32>(), 154543245);
         subcolumn.deserialize_from_sparse_column(&value, 6);
         EXPECT_EQ(subcolumn.data.size(), 1);
         EXPECT_EQ(subcolumn.get_least_common_type()->get_primitive_type(),
                   PrimitiveType::TYPE_DATEV2);
-        EXPECT_EQ(subcolumn.get_last_field().get<UInt64>(), 154543245);
+        EXPECT_EQ(subcolumn.get_last_field().get<UInt32>(), 154543245);
     }
 
     {
@@ -553,8 +553,8 @@ TEST(DataTypeSerDeTest, DeserializeFromSparseColumnTest) {
         EXPECT_EQ(subcolumn.data.size(), 1);
         EXPECT_EQ(subcolumn.get_least_common_type()->get_primitive_type(),
                   PrimitiveType::TYPE_DECIMAL32);
-        auto v = subcolumn.get_last_field().get<DecimalField<Decimal32>>();
-        EXPECT_EQ(static_cast<Int32>(v.get_value()), static_cast<Int32>(3456345634));
+        auto v = subcolumn.get_last_field().get<Decimal32>();
+        EXPECT_EQ(static_cast<Int32>(v), static_cast<Int32>(3456345634));
         subcolumn.deserialize_from_sparse_column(&value, 9);
         EXPECT_EQ(subcolumn.data.size(), 1);
         EXPECT_EQ(subcolumn.get_least_common_type()->get_primitive_type(),
@@ -567,14 +567,14 @@ TEST(DataTypeSerDeTest, DeserializeFromSparseColumnTest) {
         EXPECT_EQ(subcolumn.data.size(), 1);
         EXPECT_EQ(subcolumn.get_least_common_type()->get_primitive_type(),
                   PrimitiveType::TYPE_DECIMAL64);
-        auto v = subcolumn.get_last_field().get<DecimalField<Decimal64>>();
-        EXPECT_EQ(static_cast<Int64>(v.get_value()), static_cast<Int64>(13452435));
+        auto v = subcolumn.get_last_field().get<Decimal64>();
+        EXPECT_EQ(static_cast<Int64>(v), static_cast<Int64>(13452435));
         subcolumn.deserialize_from_sparse_column(&value, 10);
         EXPECT_EQ(subcolumn.data.size(), 1);
         EXPECT_EQ(subcolumn.get_least_common_type()->get_primitive_type(),
                   PrimitiveType::TYPE_DECIMAL64);
-        v = subcolumn.get_last_field().get<DecimalField<Decimal64>>();
-        EXPECT_EQ(static_cast<Int64>(v.get_value()), static_cast<Int64>(13452435));
+        v = subcolumn.get_last_field().get<Decimal64>();
+        EXPECT_EQ(static_cast<Int64>(v), static_cast<Int64>(13452435));
     }
 
     {
@@ -583,14 +583,14 @@ TEST(DataTypeSerDeTest, DeserializeFromSparseColumnTest) {
         EXPECT_EQ(subcolumn.data.size(), 1);
         EXPECT_EQ(subcolumn.get_least_common_type()->get_primitive_type(),
                   PrimitiveType::TYPE_DECIMAL128I);
-        auto v = subcolumn.get_last_field().get<DecimalField<Decimal128V3>>();
-        EXPECT_EQ(static_cast<Int128>(v.get_value()), static_cast<Int128>(2342345));
+        auto v = subcolumn.get_last_field().get<Decimal128V3>();
+        EXPECT_EQ(static_cast<Int128>(v), static_cast<Int128>(2342345));
         subcolumn.deserialize_from_sparse_column(&value, 11);
         EXPECT_EQ(subcolumn.data.size(), 1);
         EXPECT_EQ(subcolumn.get_least_common_type()->get_primitive_type(),
                   PrimitiveType::TYPE_DECIMAL128I);
-        v = subcolumn.get_last_field().get<DecimalField<Decimal128V3>>();
-        EXPECT_EQ(static_cast<Int128>(v.get_value()), static_cast<Int128>(2342345));
+        v = subcolumn.get_last_field().get<Decimal128V3>();
+        EXPECT_EQ(static_cast<Int128>(v), static_cast<Int128>(2342345));
     }
 
     {
@@ -599,14 +599,14 @@ TEST(DataTypeSerDeTest, DeserializeFromSparseColumnTest) {
         EXPECT_EQ(subcolumn.data.size(), 1);
         EXPECT_EQ(subcolumn.get_least_common_type()->get_primitive_type(),
                   PrimitiveType::TYPE_DECIMAL256);
-        auto v = subcolumn.get_last_field().get<DecimalField<Decimal256>>();
-        EXPECT_TRUE(v.get_value() == Decimal256(2345243));
+        auto v = subcolumn.get_last_field().get<Decimal256>();
+        EXPECT_TRUE(v == Decimal256(2345243));
         subcolumn.deserialize_from_sparse_column(&value, 12);
         EXPECT_EQ(subcolumn.data.size(), 1);
         EXPECT_EQ(subcolumn.get_least_common_type()->get_primitive_type(),
                   PrimitiveType::TYPE_DECIMAL256);
-        v = subcolumn.get_last_field().get<DecimalField<Decimal256>>();
-        EXPECT_TRUE(v.get_value() == Decimal256(2345243));
+        v = subcolumn.get_last_field().get<Decimal256>();
+        EXPECT_TRUE(v == Decimal256(2345243));
     }
 
     {
diff --git a/be/test/vec/data_types/serde/data_type_to_string_test.cpp b/be/test/vec/data_types/serde/data_type_to_string_test.cpp
index 19c774fb712496..e46a211d4b2626 100644
--- a/be/test/vec/data_types/serde/data_type_to_string_test.cpp
+++ b/be/test/vec/data_types/serde/data_type_to_string_test.cpp
@@ -59,14 +59,13 @@ TEST(ToStringMethodTest, DataTypeToStringTest) {
     t.push_back(Field::create_field<TYPE_STRING>(String("amory cute")));
     t.push_back(Field::create_field<TYPE_BIGINT>(Int64(0)));
 
-    cases.field_values = {
-            Field::create_field<TYPE_BIGINT>(Int64(12)),
-            Field::create_field<TYPE_STRING>(String(" hello amory , cute amory ")),
-            Field::create_field<TYPE_DECIMAL32>(DecimalField<Decimal32>(-12345678, 0)),
-            Field::create_field<TYPE_ARRAY>(a1),
-            Field::create_field<TYPE_ARRAY>(a2),
-            Field::create_field<TYPE_STRUCT>(t),
-            Field::create_field<TYPE_MAP>(m)};
+    cases.field_values = {Field::create_field<TYPE_BIGINT>(Int64(12)),
+                          Field::create_field<TYPE_STRING>(String(" hello amory , cute amory ")),
+                          Field::create_field<TYPE_DECIMAL32>(Decimal32(-12345678)),
+                          Field::create_field<TYPE_ARRAY>(a1),
+                          Field::create_field<TYPE_ARRAY>(a2),
+                          Field::create_field<TYPE_STRUCT>(t),
+                          Field::create_field<TYPE_MAP>(m)};
     cases.expect_values = {"12",
                            " hello amory , cute amory ",
                            "-12345678",
diff --git a/be/test/vec/exec/format/native/native_reader_writer_test.cpp b/be/test/vec/exec/format/native/native_reader_writer_test.cpp
index f26fbb0f4d22ef..95142e1b004395 100644
--- a/be/test/vec/exec/format/native/native_reader_writer_test.cpp
+++ b/be/test/vec/exec/format/native/native_reader_writer_test.cpp
@@ -883,8 +883,7 @@ static Block create_all_types_test_block() {
         // DateV1 stores as int64 representing binary date
         VecDateTimeValue dt;
         dt.from_date_int64(20231215); // 2023-12-15
-        col->insert(Field::create_field<PrimitiveType::TYPE_DATE>(
-                binary_cast<VecDateTimeValue, Int64>(dt)));
+        col->insert(Field::create_field<PrimitiveType::TYPE_DATE>(dt));
         block.insert(ColumnWithTypeAndName(std::move(col), type, "col_date"));
     }
 
@@ -895,8 +894,7 @@ static Block create_all_types_test_block() {
         MutableColumnPtr col = type->create_column();
         VecDateTimeValue dt;
         dt.from_date_int64(20231215103045LL); // 2023-12-15 10:30:45
-        col->insert(Field::create_field<PrimitiveType::TYPE_DATETIME>(
-                binary_cast<VecDateTimeValue, Int64>(dt)));
+        col->insert(Field::create_field<PrimitiveType::TYPE_DATETIME>(dt));
         block.insert(ColumnWithTypeAndName(std::move(col), type, "col_datetime"));
     }
 
@@ -907,8 +905,7 @@ static Block create_all_types_test_block() {
         MutableColumnPtr col = type->create_column();
         DateV2Value<DateV2ValueType> dv2;
         dv2.from_date_int64(20231215);
-        col->insert(Field::create_field<PrimitiveType::TYPE_DATEV2>(
-                static_cast<UInt64>(binary_cast<DateV2Value<DateV2ValueType>, UInt32>(dv2))));
+        col->insert(Field::create_field<PrimitiveType::TYPE_DATEV2>(dv2));
         block.insert(ColumnWithTypeAndName(std::move(col), type, "col_datev2"));
     }
 
@@ -919,8 +916,7 @@ static Block create_all_types_test_block() {
         MutableColumnPtr col = type->create_column();
         DateV2Value<DateTimeV2ValueType> dtv2;
         dtv2.from_date_int64(20231215103045LL);
-        col->insert(Field::create_field<PrimitiveType::TYPE_DATETIMEV2>(
-                binary_cast<DateV2Value<DateTimeV2ValueType>, UInt64>(dtv2)));
+        col->insert(Field::create_field<PrimitiveType::TYPE_DATETIMEV2>(dtv2));
         block.insert(ColumnWithTypeAndName(std::move(col), type, "col_datetimev2"));
     }
 
@@ -969,9 +965,8 @@ static Block create_all_types_test_block() {
         DataTypePtr type = make_nullable(
                 DataTypeFactory::instance().create_data_type(TYPE_DECIMALV2, false, 27, 9));
         MutableColumnPtr col = type->create_column();
-        Decimal128V2 dec_val(static_cast<Int128>(123456789123456789LL));
-        col->insert(Field::create_field<PrimitiveType::TYPE_DECIMALV2>(
-                DecimalField<Decimal128V2>(dec_val, 9)));
+        DecimalV2Value dec_val(static_cast<Int128>(123456789123456789LL));
+        col->insert(Field::create_field<PrimitiveType::TYPE_DECIMALV2>(dec_val));
         block.insert(ColumnWithTypeAndName(std::move(col), type, "col_decimalv2"));
     }
 
@@ -981,8 +976,7 @@ static Block create_all_types_test_block() {
                 DataTypeFactory::instance().create_data_type(TYPE_DECIMAL32, false, 9, 2));
         MutableColumnPtr col = type->create_column();
         Decimal32 dec_val(static_cast<Int32>(12345678));
-        col->insert(Field::create_field<PrimitiveType::TYPE_DECIMAL32>(
-                DecimalField<Decimal32>(dec_val, 2)));
+        col->insert(Field::create_field<PrimitiveType::TYPE_DECIMAL32>(dec_val));
         block.insert(ColumnWithTypeAndName(std::move(col), type, "col_decimal32"));
     }
 
@@ -992,8 +986,7 @@ static Block create_all_types_test_block() {
                 DataTypeFactory::instance().create_data_type(TYPE_DECIMAL64, false, 18, 4));
         MutableColumnPtr col = type->create_column();
         Decimal64 dec_val(static_cast<Int64>(123456789012345678LL));
-        col->insert(Field::create_field<PrimitiveType::TYPE_DECIMAL64>(
-                DecimalField<Decimal64>(dec_val, 4)));
+        col->insert(Field::create_field<PrimitiveType::TYPE_DECIMAL64>(dec_val));
         block.insert(ColumnWithTypeAndName(std::move(col), type, "col_decimal64"));
     }
 
@@ -1003,8 +996,7 @@ static Block create_all_types_test_block() {
                 DataTypeFactory::instance().create_data_type(TYPE_DECIMAL128I, false, 38, 6));
         MutableColumnPtr col = type->create_column();
         Decimal128V3 dec_val(static_cast<Int128>(123456789012345678LL) * 100);
-        col->insert(Field::create_field<PrimitiveType::TYPE_DECIMAL128I>(
-                DecimalField<Decimal128V3>(dec_val, 6)));
+        col->insert(Field::create_field<PrimitiveType::TYPE_DECIMAL128I>(dec_val));
         block.insert(ColumnWithTypeAndName(std::move(col), type, "col_decimal128"));
     }
 
@@ -1015,8 +1007,7 @@ static Block create_all_types_test_block() {
         MutableColumnPtr col = type->create_column();
         wide::Int256 wide_val = wide::Int256(123456789012345678LL) * 10000000000LL;
         Decimal256 dec_val(wide_val);
-        col->insert(Field::create_field<PrimitiveType::TYPE_DECIMAL256>(
-                DecimalField<Decimal256>(dec_val, 10)));
+        col->insert(Field::create_field<PrimitiveType::TYPE_DECIMAL256>(dec_val));
         block.insert(ColumnWithTypeAndName(std::move(col), type, "col_decimal256"));
     }
 
diff --git a/be/test/vec/exec/format/parquet/parquet_expr_test.cpp b/be/test/vec/exec/format/parquet/parquet_expr_test.cpp
index ebc949f706cb95..d5017622be6fd0 100644
--- a/be/test/vec/exec/format/parquet/parquet_expr_test.cpp
+++ b/be/test/vec/exec/format/parquet/parquet_expr_test.cpp
@@ -666,14 +666,11 @@ TEST_F(ParquetExprTest, test_min_max_p) {
         Field max_field;
         f(3, 0, &min_field, &max_field);
 
-        auto col = ColumnHelper::create_column_with_name<DataTypeFloat64>({1.1f, 3.1f});
+        auto col = ColumnHelper::create_column_with_name<DataTypeFloat32>({1.1f, 3.1f});
 
         std::cout << "min_field = " << min_field.get<float>() << "\n";
         std::cout << "max_field = " << max_field.get<float>() << "\n";
 
-        std::cout << "min_field = " << min_field.get<double>() << "\n";
-        std::cout << "max_field = " << max_field.get<double>() << "\n";
-
         Field ans_min = col.column->operator[](0);
         Field ans_max = col.column->operator[](1);
         ASSERT_EQ(ans_min, min_field);
@@ -685,7 +682,7 @@ TEST_F(ParquetExprTest, test_min_max_p) {
         Field max_field;
         f(6, 0, &min_field, &max_field);
 
-        auto col = ColumnHelper::create_column_with_name<DataTypeInt64>({0, 1});
+        auto col = ColumnHelper::create_column_with_name<DataTypeBool>({0, 1});
 
         Field ans_min = col.column->operator[](0);
         Field ans_max = col.column->operator[](1);
@@ -752,8 +749,8 @@ TEST_F(ParquetExprTest, test_min_max_p) {
         Field max_field;
         f(9, 0, &min_field, &max_field);
 
-        Field ans_min = Field::create_field<TYPE_DECIMAL64>(DecimalField<Decimal64>(10000, 2));
-        Field ans_max = Field::create_field<TYPE_DECIMAL64>(DecimalField<Decimal64>(10200, 2));
+        Field ans_min = Field::create_field<TYPE_DECIMAL64>(Decimal64(10000));
+        Field ans_max = Field::create_field<TYPE_DECIMAL64>(Decimal64(10200));
         ASSERT_EQ(ans_min, min_field);
         ASSERT_EQ(ans_max, max_field);
     }
@@ -762,8 +759,8 @@ TEST_F(ParquetExprTest, test_min_max_p) {
         Field max_field;
         f(10, 1, &min_field, &max_field);
 
-        Field ans_min = Field::create_field<TYPE_DECIMAL64>(DecimalField<Decimal64>(1030000, 6));
-        Field ans_max = Field::create_field<TYPE_DECIMAL64>(DecimalField<Decimal64>(1050000, 6));
+        Field ans_min = Field::create_field<TYPE_DECIMAL64>(Decimal64(1030000));
+        Field ans_max = Field::create_field<TYPE_DECIMAL64>(Decimal64(1050000));
         ASSERT_EQ(ans_min, min_field);
         ASSERT_EQ(ans_max, max_field);
     }
diff --git a/be/test/vec/exec/vgeneric_iterators_test.cpp b/be/test/vec/exec/vgeneric_iterators_test.cpp
index 2d992601604859..62c2208c014600 100644
--- a/be/test/vec/exec/vgeneric_iterators_test.cpp
+++ b/be/test/vec/exec/vgeneric_iterators_test.cpp
@@ -138,9 +138,9 @@ TEST(VGenericIteratorsTest, Union) {
             base_value -= 100;
         }
 
-        EXPECT_EQ(base_value, (*c0)[i].get<int>());
+        EXPECT_EQ(base_value, (*c0)[i].get<int16_t>());
         EXPECT_EQ(base_value + 1, (*c1)[i].get<int>());
-        EXPECT_EQ(base_value + 2, (*c2)[i].get<int>());
+        EXPECT_EQ(base_value + 2, (*c2)[i].get<int64_t>());
         row_count++;
     }
 }
@@ -187,9 +187,9 @@ TEST(VGenericIteratorsTest, MergeAgg) {
             base_value = row_count - 300;
         }
 
-        EXPECT_EQ(base_value, (*c0)[i].get<int>());
+        EXPECT_EQ(base_value, (*c0)[i].get<int16_t>());
         EXPECT_EQ(base_value + 1, (*c1)[i].get<int>());
-        EXPECT_EQ(base_value + 2, (*c2)[i].get<int>());
+        EXPECT_EQ(base_value + 2, (*c2)[i].get<int64_t>());
         row_count++;
     }
 }
@@ -228,9 +228,9 @@ TEST(VGenericIteratorsTest, MergeUnique) {
     for (size_t i = 0; i < block.rows(); ++i) {
         size_t base_value = row_count;
 
-        EXPECT_EQ(base_value, (*c0)[i].get<int>());
+        EXPECT_EQ(base_value, (*c0)[i].get<int16_t>());
         EXPECT_EQ(base_value + 1, (*c1)[i].get<int>());
-        EXPECT_EQ(base_value + 2, (*c2)[i].get<int>());
+        EXPECT_EQ(base_value + 2, (*c2)[i].get<int64_t>());
         row_count++;
     }
 }
diff --git a/be/test/vec/exprs/vexpr_test.cpp b/be/test/vec/exprs/vexpr_test.cpp
index ab8846e94f5da6..a8b2315d3bd827 100644
--- a/be/test/vec/exprs/vexpr_test.cpp
+++ b/be/test/vec/exprs/vexpr_test.cpp
@@ -223,7 +223,7 @@ struct literal_traits<TYPE_FLOAT> {
 
 template <>
 struct literal_traits<TYPE_DOUBLE> {
-    const static TPrimitiveType::type ttype = TPrimitiveType::FLOAT;
+    const static TPrimitiveType::type ttype = TPrimitiveType::DOUBLE;
     const static TExprNodeType::type tnode_type = TExprNodeType::FLOAT_LITERAL;
     using CXXType = float;
 };
@@ -497,7 +497,7 @@ TEST(TEST_VEXPR, LITERALTEST) {
         int ret = -1;
         static_cast<void>(literal.execute(nullptr, &block, &ret));
         auto ctn = block.safe_get_by_position(ret);
-        auto v = (*ctn.column)[0].get<double>();
+        auto v = (*ctn.column)[0].get<float>();
         EXPECT_FLOAT_EQ(v, 1024.0f);
         EXPECT_EQ("1024", literal.value());
 
@@ -513,8 +513,8 @@ TEST(TEST_VEXPR, LITERALTEST) {
         static_cast<void>(literal.execute(nullptr, &block, &ret));
         auto ctn = block.safe_get_by_position(ret);
         auto v = (*ctn.column)[0].get<double>();
-        EXPECT_FLOAT_EQ(v, 1024.0);
-        EXPECT_EQ("1024", literal.value());
+        EXPECT_FLOAT_EQ(v, 1024.0) << ctn.column->get_name();
+        EXPECT_EQ("1024", literal.value()) << ctn.column->get_name();
 
         auto node = std::make_shared<VLiteral>(
                 create_texpr_node_from((*ctn.column)[0], TYPE_DOUBLE, 0, 0), true);
@@ -699,8 +699,8 @@ TEST(TEST_VEXPR, LITERALTEST) {
         int ret = -1;
         static_cast<void>(literal.execute(nullptr, &block, &ret));
         auto ctn = block.safe_get_by_position(ret);
-        auto v = (*ctn.column)[0].get<DecimalField<Decimal128V2>>();
-        EXPECT_FLOAT_EQ(((double)v.get_value()) / (std::pow(10, v.get_scale())), 1234.56);
+        auto v = (*ctn.column)[0].get<Decimal128V2>();
+        EXPECT_FLOAT_EQ(((double)v) / (std::pow(10, 9)), 1234.56);
         EXPECT_EQ("1234.560000000", literal.value());
 
         auto node = std::make_shared<VLiteral>(
diff --git a/be/test/vec/jsonb/convert_field_to_type_test.cpp b/be/test/vec/jsonb/convert_field_to_type_test.cpp
index 09d443d0b99b4c..fcc1fd9b26eecd 100644
--- a/be/test/vec/jsonb/convert_field_to_type_test.cpp
+++ b/be/test/vec/jsonb/convert_field_to_type_test.cpp
@@ -43,10 +43,9 @@ class ConvertFieldToTypeTest : public ::testing::Test {
 TEST_F(ConvertFieldToTypeTest, FieldVisitorToJsonb_Null) {
     JsonbWriter writer;
 
-    // Test null field using Field::dispatch pattern
+    // Test null field using dispatch pattern
     Field null_field;
-    Field::dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); },
-                    null_field);
+    dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); }, null_field);
 
     auto* output = writer.getOutput();
     ASSERT_NE(output, nullptr);
@@ -66,11 +65,10 @@ TEST_F(ConvertFieldToTypeTest, FieldVisitorToJsonb_Null) {
 TEST_F(ConvertFieldToTypeTest, FieldVisitorToJsonb_Int64) {
     JsonbWriter writer;
 
-    // Test Int64 field using Field::dispatch pattern
+    // Test Int64 field using dispatch pattern
     Int64 test_value = 12345;
     Field int_field = Field::create_field<TYPE_BIGINT>(test_value);
-    Field::dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); },
-                    int_field);
+    dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); }, int_field);
 
     auto* output = writer.getOutput();
     ASSERT_NE(output, nullptr);
@@ -91,11 +89,10 @@ TEST_F(ConvertFieldToTypeTest, FieldVisitorToJsonb_Int64) {
 TEST_F(ConvertFieldToTypeTest, FieldVisitorToJsonb_UInt64) {
     JsonbWriter writer;
 
-    // Test UInt64 field using Field::dispatch pattern
+    // Test UInt64 field using dispatch pattern
     UInt64 test_value = 12345;
     Field uint_field = Field::create_field<TYPE_BIGINT>(test_value);
-    Field::dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); },
-                    uint_field);
+    dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); }, uint_field);
 
     auto* output = writer.getOutput();
     ASSERT_NE(output, nullptr);
@@ -116,11 +113,10 @@ TEST_F(ConvertFieldToTypeTest, FieldVisitorToJsonb_UInt64) {
 TEST_F(ConvertFieldToTypeTest, FieldVisitorToJsonb_Float64) {
     JsonbWriter writer;
 
-    // Test Float64 field using Field::dispatch pattern
+    // Test Float64 field using dispatch pattern
     Float64 test_value = 123.456;
     Field double_field = Field::create_field<TYPE_DOUBLE>(test_value);
-    Field::dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); },
-                    double_field);
+    dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); }, double_field);
 
     auto* output = writer.getOutput();
     ASSERT_NE(output, nullptr);
@@ -141,11 +137,10 @@ TEST_F(ConvertFieldToTypeTest, FieldVisitorToJsonb_Float64) {
 TEST_F(ConvertFieldToTypeTest, FieldVisitorToJsonb_String) {
     JsonbWriter writer;
 
-    // Test String field using Field::dispatch pattern
+    // Test String field using dispatch pattern
     String test_value = "hello world";
     Field string_field = Field::create_field<TYPE_STRING>(test_value);
-    Field::dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); },
-                    string_field);
+    dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); }, string_field);
 
     auto* output = writer.getOutput();
     ASSERT_NE(output, nullptr);
@@ -173,9 +168,9 @@ TEST_F(ConvertFieldToTypeTest, FieldVisitorToJsonb_JsonbField) {
     Field jsonb_field_obj =
             Field::create_field<TYPE_JSONB>(JsonbField(jsonb_value.value(), jsonb_value.size()));
 
-    // Test JsonbField using Field::dispatch pattern
-    Field::dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); },
-                    jsonb_field_obj);
+    // Test JsonbField using dispatch pattern
+    dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); },
+             jsonb_field_obj);
 
     auto* output = writer.getOutput();
     ASSERT_NE(output, nullptr);
@@ -203,9 +198,8 @@ TEST_F(ConvertFieldToTypeTest, FieldVisitorToJsonb_Array) {
 
     Field array_obj = Field::create_field<TYPE_ARRAY>(array_field);
 
-    // Test Array using Field::dispatch pattern
-    Field::dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); },
-                    array_obj);
+    // Test Array using dispatch pattern
+    dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); }, array_obj);
 
     auto* output = writer.getOutput();
     ASSERT_NE(output, nullptr);
@@ -237,9 +231,9 @@ TEST_F(ConvertFieldToTypeTest, FieldVisitorToJsonb_NestedArray) {
 
     Field nested_array_obj = Field::create_field<TYPE_ARRAY>(outer_array);
 
-    // Test nested Array using Field::dispatch pattern
-    Field::dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); },
-                    nested_array_obj);
+    // Test nested Array using dispatch pattern
+    dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); },
+             nested_array_obj);
 
     auto* output = writer.getOutput();
     ASSERT_NE(output, nullptr);
@@ -260,11 +254,11 @@ TEST_F(ConvertFieldToTypeTest, FieldVisitorToJsonb_NestedArray) {
 TEST_F(ConvertFieldToTypeTest, FieldVisitorToJsonb_LargeInt) {
     JsonbWriter writer;
 
-    // Test Int128 field using Field::dispatch pattern
+    // Test Int128 field using dispatch pattern
     Int128 test_value = 1234567890123456789;
     Field largeint_field = Field::create_field<TYPE_LARGEINT>(test_value);
-    Field::dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); },
-                    largeint_field);
+    dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); },
+             largeint_field);
 
     auto* output = writer.getOutput();
     ASSERT_NE(output, nullptr);
@@ -285,11 +279,11 @@ TEST_F(ConvertFieldToTypeTest, FieldVisitorToJsonb_LargeInt) {
 TEST_F(ConvertFieldToTypeTest, FieldVisitorToJsonb_UInt128) {
     JsonbWriter writer;
 
-    // Test UInt128 field using Field::dispatch pattern
+    // Test UInt128 field using dispatch pattern
     UInt128 test_value = 1234567890123456789;
     Field uint128_field = Field::create_field<TYPE_LARGEINT>(test_value);
-    Field::dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); },
-                    uint128_field);
+    dispatch([&writer](const auto& value) { FieldVisitorToJsonb()(value, &writer); },
+             uint128_field);
 
     auto* output = writer.getOutput();
     ASSERT_NE(output, nullptr);
diff --git a/be/test/vec/jsonb/serialize_test.cpp b/be/test/vec/jsonb/serialize_test.cpp
index b5d5c5d41f9f0e..c632b3f79c5963 100644
--- a/be/test/vec/jsonb/serialize_test.cpp
+++ b/be/test/vec/jsonb/serialize_test.cpp
@@ -478,8 +478,7 @@ TEST(BlockSerializeTest, JsonbBlock) {
         auto column_nullable_vector = vectorized::make_nullable(std::move(column_vector_int32));
         auto mutable_nullable_vector = std::move(*column_nullable_vector).mutate();
         for (int i = 0; i < 1024; i++) {
-            mutable_nullable_vector->insert(
-                    Field::create_field<TYPE_INT>(vectorized::cast_to_nearest_field_type(i)));
+            mutable_nullable_vector->insert(Field::create_field<TYPE_INT>(i));
         }
         auto data_type = vectorized::make_nullable(std::make_shared<vectorized::DataTypeInt32>());
         vectorized::ColumnWithTypeAndName type_and_name(mutable_nullable_vector->get_ptr(),