be/src/exprs/function/multiply.cpp

Source
// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements.  See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership.  The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License.  You may obtain a copy of the License at
//
//   http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied.  See the License for the
// specific language governing permissions and limitations
// under the License.
// This file is copied from
// https://github.com/ClickHouse/ClickHouse/blob/master/src/Functions/Multiply.cpp
// and modified by Doris

#include <stddef.h>

#include "core/column/column_decimal.h"
#include "core/column/column_vector.h"
#include "core/data_type/data_type_decimal.h"
#include "core/data_type/data_type_number.h"
#include "core/data_type/number_traits.h"
#include "core/types.h"
#include "core/value/decimalv2_value.h"
#include "exec/common/arithmetic_overflow.h"
#include "exprs/function/cast_type_to_either.h"
#include "exprs/function/simple_function_factory.h"

namespace doris {
template <PrimitiveType Type>
struct MultiplyIntegralImpl {
    static constexpr bool result_is_decimal = false;
    using Arg = typename PrimitiveTypeTraits<Type>::CppType;
    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;
    using DataTypeB = typename PrimitiveTypeTraits<Type>::DataType;
    static constexpr PrimitiveType ResultType = Type;
    constexpr static bool need_replace_null_data_to_default = false;

    static DataTypes get_variadic_argument_types() {
        return {std::make_shared<typename PrimitiveTypeTraits<Type>::DataType>(),
                std::make_shared<typename PrimitiveTypeTraits<Type>::DataType>()};
    }

    NO_SANITIZE_UNDEFINED static inline typename PrimitiveTypeTraits<Type>::CppType apply(Arg a,
                                                                                          Arg b) {
        return a * b;
    }

    static ColumnPtr constant_constant(Arg a, Arg b) {
        auto column_result = ColumnType ::create(1);
        column_result->get_element(0) = apply(a, b);
        return column_result;
    }

    static ColumnPtr vector_constant(ColumnPtr column_left, Arg b) {
        const auto* column_left_ptr = assert_cast<const ColumnType*>(column_left.get());
        auto column_result = ColumnType::create(column_left->size());

        auto& a = column_left_ptr->get_data();
        auto& c = column_result->get_data();
        size_t size = a.size();
        for (size_t i = 0; i < size; ++i) {
            c[i] = apply(a[i], b);
        }
        return column_result;
    }

    static ColumnPtr constant_vector(Arg a, ColumnPtr column_right) {
        const auto* column_right_ptr = assert_cast<const ColumnType*>(column_right.get());
        auto column_result = ColumnType::create(column_right->size());
        DCHECK(column_right_ptr != nullptr);

        auto& b = column_right_ptr->get_data();
        auto& c = column_result->get_data();
        size_t size = b.size();
        for (size_t i = 0; i < size; ++i) {
            c[i] = apply(a, b[i]);
        }
        return column_result;
    }

    static ColumnPtr vector_vector(ColumnPtr column_left, ColumnPtr column_right) {
        const auto* column_left_ptr = assert_cast<const ColumnType*>(column_left.get());
        const auto* column_right_ptr = assert_cast<const ColumnType*>(column_right.get());

        auto column_result = ColumnType::create(column_left->size());

        auto& a = column_left_ptr->get_data();
        auto& b = column_right_ptr->get_data();
        auto& c = column_result->get_data();
        size_t size = a.size();
        for (size_t i = 0; i < size; ++i) {
            c[i] = apply(a[i], b[i]);
        }
        return column_result;
    }
};

template <PrimitiveType TypeA, PrimitiveType TypeB>
struct MultiplyDecimalImpl {
    static constexpr bool result_is_decimal = true;
    static_assert(is_decimal(TypeA) && is_decimal(TypeB));
    static_assert((TypeA == TYPE_DECIMALV2 && TypeB == TYPE_DECIMALV2) ||
                  (TypeA != TYPE_DECIMALV2 && TypeB != TYPE_DECIMALV2));

    constexpr static bool need_replace_null_data_to_default = true;
    using ArgA = typename PrimitiveTypeTraits<TypeA>::CppType;
    using ArgB = typename PrimitiveTypeTraits<TypeB>::CppType;
    static constexpr PrimitiveType ArgAPType = TypeA;
    static constexpr PrimitiveType ArgBPType = TypeB;
    using ArgNativeTypeA = typename PrimitiveTypeTraits<TypeA>::CppType::NativeType;
    using ArgNativeTypeB = typename PrimitiveTypeTraits<TypeB>::CppType::NativeType;
    using DataTypeA = typename PrimitiveTypeTraits<TypeA>::DataType;
    using DataTypeB = typename PrimitiveTypeTraits<TypeB>::DataType;
    using ColumnTypeA = typename PrimitiveTypeTraits<TypeA>::ColumnType;
    using ColumnTypeB = typename PrimitiveTypeTraits<TypeB>::ColumnType;

    static DataTypes get_variadic_argument_types() {
        return {std::make_shared<typename PrimitiveTypeTraits<TypeA>::DataType>(),
                std::make_shared<typename PrimitiveTypeTraits<TypeB>::DataType>()};
    }

    template <PrimitiveType Result>
        requires(is_decimal(Result) && Result != TYPE_DECIMALV2)
    static inline typename PrimitiveTypeTraits<Result>::CppType::NativeType apply(
            ArgNativeTypeA a, ArgNativeTypeB b) {
        return static_cast<typename PrimitiveTypeTraits<Result>::CppType::NativeType>(
                static_cast<typename PrimitiveTypeTraits<Result>::CppType::NativeType>(a) * b);
    }

    template <PrimitiveType Result = TYPE_DECIMALV2>
    static inline DecimalV2Value apply(const DecimalV2Value& a, const DecimalV2Value& b) {
        return a * b;
    }

    /// Apply operation and check overflow. It's used for Decimal operations. @returns true if overflowed, false otherwise.
    template <PrimitiveType Result>
        requires(is_decimal(Result))
    static inline bool apply(ArgNativeTypeA a, ArgNativeTypeB b,
                             typename PrimitiveTypeTraits<Result>::CppType::NativeType& c) {
        return common::mul_overflow(
                static_cast<typename PrimitiveTypeTraits<Result>::CppType::NativeType>(a),
                static_cast<typename PrimitiveTypeTraits<Result>::CppType::NativeType>(b), c);
    }

    template <PrimitiveType ResultType>
        requires(is_decimal(ResultType) && ResultType != TYPE_DECIMALV2)
    static ColumnPtr constant_constant(
            ArgA a, ArgB b, const DataTypeA* type_left, const DataTypeB* type_right,
            const typename PrimitiveTypeTraits<ResultType>::CppType& max_result_number,
            const typename PrimitiveTypeTraits<ResultType>::CppType& scale_diff_multiplier,
            const DataTypeDecimal<ResultType>& res_data_type, bool check_overflow_for_decimal) {
        auto column_result = ColumnDecimal<ResultType>::create(1, res_data_type.get_scale());

        if (check_overflow_for_decimal) {
            column_result->get_element(0) = typename PrimitiveTypeTraits<ResultType>::CppType(
                    apply<true, true>(a, b, *type_left, *type_right, res_data_type,
                                      max_result_number, scale_diff_multiplier));
        } else {
            column_result->get_element(0) = typename PrimitiveTypeTraits<ResultType>::CppType(
                    apply<true, false>(a, b, *type_left, *type_right, res_data_type,
                                       max_result_number, scale_diff_multiplier));
        }

        return column_result;
    }

    template <PrimitiveType ResultType>
        requires(ResultType == TYPE_DECIMALV2)
    static ColumnPtr constant_constant(
            ArgA a, ArgB b, const DataTypeA* type_left, const DataTypeB* type_right,
            const typename PrimitiveTypeTraits<ResultType>::CppType& max_result_number,
            const typename PrimitiveTypeTraits<ResultType>::CppType& scale_diff_multiplier,
            const DataTypeDecimal<ResultType>& res_data_type, bool check_overflow_for_decimal) {
        auto column_result = ColumnDecimal<ResultType>::create(1, res_data_type.get_scale());

        if (check_overflow_for_decimal) {
            column_result->get_element(0) = typename PrimitiveTypeTraits<ResultType>::CppType(
                    apply<true, true>(a.value(), b.value(), *type_left, *type_right, res_data_type,
                                      max_result_number, scale_diff_multiplier));
        } else {
            column_result->get_element(0) = typename PrimitiveTypeTraits<ResultType>::CppType(
                    apply<true, false>(a.value(), b.value(), *type_left, *type_right, res_data_type,
                                       max_result_number, scale_diff_multiplier));
        }

        return column_result;
    }

    template <PrimitiveType ResultType>
        requires(is_decimal(ResultType) && ResultType != TYPE_DECIMALV2)
    static ColumnPtr vector_constant(
            ColumnPtr column_left, ArgB b, const DataTypeA* type_left, const DataTypeB* type_right,
            const typename PrimitiveTypeTraits<ResultType>::CppType& max_result_number,
            const typename PrimitiveTypeTraits<ResultType>::CppType& scale_diff_multiplier,
            const DataTypeDecimal<ResultType>& res_data_type, bool check_overflow_for_decimal) {
        const auto* column_left_ptr = assert_cast<const ColumnTypeA*>(column_left.get());
        auto column_result =
                ColumnDecimal<ResultType>::create(column_left->size(), res_data_type.get_scale());
        DCHECK(column_left_ptr != nullptr);

        bool need_adjust_scale = scale_diff_multiplier.value > 1;
        const auto& a = column_left_ptr->get_data();
        auto& c = column_result->get_data();
        std::visit(
                [&](auto need_adjust_scale, auto check_overflow_for_decimal) {
                    for (size_t i = 0; i < column_left->size(); ++i) {
                        c[i] = typename DataTypeDecimal<ResultType>::FieldType(
                                apply<need_adjust_scale, check_overflow_for_decimal>(
                                        a[i], b, *type_left, *type_right, res_data_type,
                                        max_result_number, scale_diff_multiplier));
                    }
                },
                make_bool_variant(need_adjust_scale),
                make_bool_variant(check_overflow_for_decimal));

        return column_result;
    }

    template <PrimitiveType ResultType>
        requires(ResultType == TYPE_DECIMALV2)
    static ColumnPtr vector_constant(
            ColumnPtr column_left, ArgB b, const DataTypeA* type_left, const DataTypeB* type_right,
            const typename PrimitiveTypeTraits<ResultType>::CppType& max_result_number,
            const typename PrimitiveTypeTraits<ResultType>::CppType& scale_diff_multiplier,
            const DataTypeDecimal<ResultType>& res_data_type, bool check_overflow_for_decimal) {
        const auto* column_left_ptr = assert_cast<const ColumnTypeA*>(column_left.get());
        auto column_result =
                ColumnDecimal<ResultType>::create(column_left->size(), res_data_type.get_scale());
        DCHECK(column_left_ptr != nullptr);

        bool need_adjust_scale = scale_diff_multiplier.value() > 1;
        const auto& a = column_left_ptr->get_data();
        auto& c = column_result->get_data();
        std::visit(
                [&](auto need_adjust_scale, auto check_overflow_for_decimal) {
                    for (size_t i = 0; i < column_left->size(); ++i) {
                        c[i] = typename DataTypeDecimal<ResultType>::FieldType(
                                apply<need_adjust_scale, check_overflow_for_decimal>(
                                        a[i].value(), b.value(), *type_left, *type_right,
                                        res_data_type, max_result_number, scale_diff_multiplier));
                    }
                },
                make_bool_variant(need_adjust_scale),
                make_bool_variant(check_overflow_for_decimal));

        return column_result;
    }

    template <PrimitiveType ResultType>
        requires(is_decimal(ResultType) && ResultType != TYPE_DECIMALV2)
    static ColumnPtr constant_vector(
            ArgA a, ColumnPtr column_right, const DataTypeA* type_left, const DataTypeB* type_right,
            const typename PrimitiveTypeTraits<ResultType>::CppType& max_result_number,
            const typename PrimitiveTypeTraits<ResultType>::CppType& scale_diff_multiplier,
            const DataTypeDecimal<ResultType>& res_data_type, bool check_overflow_for_decimal) {
        const auto* column_right_ptr = assert_cast<const ColumnTypeB*>(column_right.get());
        auto column_result =
                ColumnDecimal<ResultType>::create(column_right->size(), res_data_type.get_scale());

        bool need_adjust_scale = scale_diff_multiplier.value > 1;
        auto& b = column_right_ptr->get_data();
        auto& c = column_result->get_data();
        std::visit(
                [&](auto need_adjust_scale, auto check_overflow_for_decimal) {
                    for (size_t i = 0; i < column_right->size(); ++i) {
                        c[i] = typename DataTypeDecimal<ResultType>::FieldType(
                                apply<need_adjust_scale, check_overflow_for_decimal>(
                                        a, b[i], *type_left, *type_right, res_data_type,
                                        max_result_number, scale_diff_multiplier));
                    }
                },
                make_bool_variant(need_adjust_scale),
                make_bool_variant(check_overflow_for_decimal));
        return column_result;
    }

    template <PrimitiveType ResultType>
        requires(ResultType == TYPE_DECIMALV2)
    static ColumnPtr constant_vector(
            ArgA a, ColumnPtr column_right, const DataTypeA* type_left, const DataTypeB* type_right,
            const typename PrimitiveTypeTraits<ResultType>::CppType& max_result_number,
            const typename PrimitiveTypeTraits<ResultType>::CppType& scale_diff_multiplier,
            const DataTypeDecimal<ResultType>& res_data_type, bool check_overflow_for_decimal) {
        const auto* column_right_ptr = assert_cast<const ColumnTypeB*>(column_right.get());
        auto column_result =
                ColumnDecimal<ResultType>::create(column_right->size(), res_data_type.get_scale());

        bool need_adjust_scale = scale_diff_multiplier.value() > 1;
        auto& b = column_right_ptr->get_data();
        auto& c = column_result->get_data();
        std::visit(
                [&](auto need_adjust_scale, auto check_overflow_for_decimal) {
                    for (size_t i = 0; i < column_right->size(); ++i) {
                        c[i] = typename DataTypeDecimal<ResultType>::FieldType(
                                apply<need_adjust_scale, check_overflow_for_decimal>(
                                        a.value(), b[i].value(), *type_left, *type_right,
                                        res_data_type, max_result_number, scale_diff_multiplier));
                    }
                },
                make_bool_variant(need_adjust_scale),
                make_bool_variant(check_overflow_for_decimal));
        return column_result;
    }

    /*
    select 999999999999999999999999999 * 999999999999999999999999999;
    999999999999999999999999998000000000.000000000000000001 54 digits
    */
    template <bool check_overflow>
    NO_SANITIZE_UNDEFINED static void vector_vector(
            const ColumnDecimal128V2::Container::value_type* __restrict a,
            const ColumnDecimal128V2::Container::value_type* __restrict b,
            ColumnDecimal128V2::Container::value_type* c, size_t size) {
        auto sng_uptr = std::unique_ptr<int8_t[]>(new int8_t[size]);
        int8_t* sgn = sng_uptr.get();
        auto max = DecimalV2Value::get_max_decimal();
        auto min = DecimalV2Value::get_min_decimal();

        for (int i = 0; i < size; i++) {
            sgn[i] = ((DecimalV2Value(a[i]).value() > 0) && (DecimalV2Value(b[i]).value() > 0)) ||
                                     ((DecimalV2Value(a[i]).value() < 0) &&
                                      (DecimalV2Value(b[i]).value() < 0))
                             ? 1
                     : ((DecimalV2Value(a[i]).value() == 0) || (DecimalV2Value(b[i]).value() == 0))
                             ? 0
                             : -1;
        }

        for (int i = 0; i < size; i++) {
            if constexpr (check_overflow) {
                int128_t i128_mul_result;
                if (common::mul_overflow(DecimalV2Value(a[i]).value(), DecimalV2Value(b[i]).value(),
                                         i128_mul_result)) {
                    throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR,
                                    "Arithmetic overflow: {} {} {} = {}, result type: {}",
                                    DecimalV2Value(a[i]).to_string(), "multiply",
                                    DecimalV2Value(b[i]).to_string(),
                                    DecimalV2Value(i128_mul_result).to_string(), "decimalv2");
                }
                c[i] = DecimalV2Value((i128_mul_result - sgn[i]) / DecimalV2Value::ONE_BILLION +
                                      sgn[i]);
                if (c[i].value() > max.value() || c[i].value() < min.value()) {
                    throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR,
                                    "Arithmetic overflow: {} {} {} = {}, result type: {}",
                                    DecimalV2Value(a[i]).to_string(), "multiply",
                                    DecimalV2Value(b[i]).to_string(),
                                    DecimalV2Value(i128_mul_result).to_string(), "decimalv2");
                }
            } else {
                c[i] = DecimalV2Value(
                        (DecimalV2Value(a[i]).value() * DecimalV2Value(b[i]).value() - sgn[i]) /
                                DecimalV2Value::ONE_BILLION +
                        sgn[i]);
            }
        }
    }

    template <typename T>
    static int8_t sgn(const T& x) {
        return (x > 0) ? 1 : ((x < 0) ? -1 : 0);
    }

    template <PrimitiveType ResultType>
        requires(is_decimal(ResultType))
    static ColumnPtr vector_vector(
            ColumnPtr column_left, ColumnPtr column_right, const DataTypeA* type_left,
            const DataTypeB* type_right,
            const typename PrimitiveTypeTraits<ResultType>::CppType& max_result_number,
            const typename PrimitiveTypeTraits<ResultType>::CppType& scale_diff_multiplier,
            const DataTypeDecimal<ResultType>& res_data_type, bool check_overflow_for_decimal) {
        const auto* column_left_ptr = assert_cast<const ColumnTypeA*>(column_left.get());
        const auto* column_right_ptr = assert_cast<const ColumnTypeB*>(column_right.get());

        auto column_result =
                ColumnDecimal<ResultType>::create(column_left->size(), res_data_type.get_scale());
        auto sz = column_left->size();
        if constexpr (ResultType == TYPE_DECIMALV2) {
            if (check_overflow_for_decimal) {
                vector_vector<true>(column_left_ptr->get_data().data(),
                                    column_right_ptr->get_data().data(),
                                    column_result->get_data().data(), sz);
            } else {
                vector_vector<false>(column_left_ptr->get_data().data(),
                                     column_right_ptr->get_data().data(),
                                     column_result->get_data().data(), sz);
            }
        } else {
            const auto& a = column_left_ptr->get_data().data();
            const auto& b = column_right_ptr->get_data().data();
            const auto& c = column_result->get_data().data();
            bool need_adjust_scale = scale_diff_multiplier.value > 1;
            std::visit(
                    [&](auto need_adjust_scale, auto check_overflow_for_decimal) {
                        for (size_t i = 0; i < sz; i++) {
                            c[i] = typename ColumnDecimal<ResultType>::value_type(
                                    apply<need_adjust_scale, check_overflow_for_decimal>(
                                            a[i], b[i], *type_left, *type_right, res_data_type,
                                            max_result_number, scale_diff_multiplier));
                        }
                    },
                    make_bool_variant(need_adjust_scale && check_overflow_for_decimal),
                    make_bool_variant(check_overflow_for_decimal));

            if (need_adjust_scale && !check_overflow_for_decimal) {
                auto sig_uptr = std::unique_ptr<int8_t[]>(new int8_t[sz]);
                int8_t* sig = sig_uptr.get();
                for (size_t i = 0; i < sz; i++) {
                    sig[i] = sgn(c[i].value);
                }
                for (size_t i = 0; i < sz; i++) {
                    c[i].value = (c[i].value - sig[i]) / scale_diff_multiplier.value + sig[i];
                }
            }
        }

        return column_result;
    }

    template <bool need_adjust_scale, bool check_overflow, PrimitiveType ResultType>
        requires(is_decimal(ResultType) && ResultType != TYPE_DECIMALV2)
    static ALWAYS_INLINE typename PrimitiveTypeTraits<ResultType>::CppType::NativeType apply(
            ArgNativeTypeA a, ArgNativeTypeB b, const DataTypeA& type_left,
            const DataTypeB& type_right, const DataTypeDecimal<ResultType>& type_result,
            const typename PrimitiveTypeTraits<ResultType>::CppType& max_result_number,
            const typename PrimitiveTypeTraits<ResultType>::CppType& scale_diff_multiplier) {
        typename PrimitiveTypeTraits<ResultType>::CppType::NativeType res;
        if constexpr (check_overflow) {
            // TODO handle overflow gracefully
            if (UNLIKELY(apply<ResultType>(a, b, res))) {
                // multiply
                if constexpr (ResultType == TYPE_DECIMAL128I) {
                    wide::Int256 res256 = apply<TYPE_DECIMAL256>(a, b);
                    if constexpr (need_adjust_scale) {
                        if (res256 > 0) {
                            res256 = (res256 + scale_diff_multiplier.value / 2) /
                                     scale_diff_multiplier.value;

                        } else {
                            res256 = (res256 - scale_diff_multiplier.value / 2) /
                                     scale_diff_multiplier.value;
                        }
                    }
                    // check if final result is overflow
                    if (res256 > wide::Int256(max_result_number.value) ||
                        res256 < wide::Int256(-max_result_number.value)) {
                        auto result_str = DataTypeDecimal256 {BeConsts::MAX_DECIMAL256_PRECISION,
                                                              type_result.get_scale()}
                                                  .to_string(Decimal256(res256));
                        throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR,
                                        "Arithmetic overflow: {} {} {} = {}, result type: {}",
                                        type_left.to_string(ArgA(a)), "multiply",
                                        type_right.to_string(ArgB(b)), result_str,
                                        type_result.get_name());
                    } else {
                        res = res256;
                    }
                } else {
                    auto result_str = DataTypeDecimal256 {BeConsts::MAX_DECIMAL256_PRECISION,
                                                          type_result.get_scale()}
                                              .to_string(Decimal256(res));
                    throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR,
                                    "Arithmetic overflow: {} {} {} = {}, result type: {}",
                                    type_left.to_string(ArgA(a)), "multiply",
                                    type_right.to_string(ArgB(b)), result_str,
                                    type_result.get_name());
                }
            } else {
                // round to final result precision
                if constexpr (need_adjust_scale) {
                    if (res >= 0) {
                        res = (res + scale_diff_multiplier.value / 2) / scale_diff_multiplier.value;
                    } else {
                        res = (res - scale_diff_multiplier.value / 2) / scale_diff_multiplier.value;
                    }
                }
                if (res > max_result_number.value || res < -max_result_number.value) {
                    auto result_str = DataTypeDecimal256 {BeConsts::MAX_DECIMAL256_PRECISION,
                                                          type_result.get_scale()}
                                              .to_string(Decimal256(res));
                    throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR,
                                    "Arithmetic overflow: {} {} {} = {}, result type: {}",
                                    type_left.to_string(ArgA(a)), "multiply",
                                    type_right.to_string(ArgB(b)), result_str,
                                    type_result.get_name());
                }
            }
            return res;
        } else {
            res = apply<ResultType>(a, b);
            if constexpr (need_adjust_scale) {
                if (res >= 0) {
                    res = (res + scale_diff_multiplier.value / 2) / scale_diff_multiplier.value;
                } else {
                    res = (res - scale_diff_multiplier.value / 2) / scale_diff_multiplier.value;
                }
            }
            return res;
        }
    }

    template <bool need_adjust_scale, bool check_overflow, PrimitiveType ResultType>
        requires(ResultType == TYPE_DECIMALV2)
    static ALWAYS_INLINE typename PrimitiveTypeTraits<ResultType>::CppType::NativeType apply(
            ArgNativeTypeA a, ArgNativeTypeB b, const DataTypeA& type_left,
            const DataTypeB& type_right, const DataTypeDecimal<ResultType>& type_result,
            const typename PrimitiveTypeTraits<ResultType>::CppType& max_result_number,
            const typename PrimitiveTypeTraits<ResultType>::CppType& scale_diff_multiplier) {
        // Now, Doris only support decimal +-*/ decimal.
        if constexpr (check_overflow) {
            auto res = apply(DecimalV2Value(a), DecimalV2Value(b)).value();
            if (res > max_result_number.value() || res < -max_result_number.value()) {
                throw Exception(ErrorCode::ARITHMETIC_OVERFLOW_ERRROR,
                                "Arithmetic overflow: {} {} {} = {}, result type: {}",
                                DecimalV2Value(a).to_string(), "multiply",
                                DecimalV2Value(b).to_string(), DecimalV2Value(res).to_string(),
                                type_to_string(ResultType));
            }
            return res;
        } else {
            return apply(DecimalV2Value(a), DecimalV2Value(b)).value();
        }
    }

    template <PrimitiveType PT>
    static std::pair<typename PrimitiveTypeTraits<PT>::CppType,
                     typename PrimitiveTypeTraits<PT>::CppType>
    get_max_and_multiplier(const DataTypeA* type_left, const DataTypeB* type_right,
                           const DataTypeDecimal<PT>& type_result) {
        auto max_result_number =
                DataTypeDecimal<PT>::get_max_digits_number(type_result.get_precision());

        auto orig_result_scale = type_left->get_scale() + type_right->get_scale();
        auto result_scale = type_result.get_scale();
        DCHECK(orig_result_scale >= result_scale);
        auto scale_diff_multiplier =
                DataTypeDecimal<PT>::get_scale_multiplier(orig_result_scale - result_scale);
        return {typename PrimitiveTypeTraits<PT>::CppType(max_result_number),
                typename PrimitiveTypeTraits<PT>::CppType(scale_diff_multiplier)};
    }
};

template <typename Impl>
class FunctionMultiply : public IFunction {
    static constexpr bool result_is_decimal = Impl::result_is_decimal;

public:
    static constexpr auto name = "multiply";

    static FunctionPtr create() { return std::make_shared<FunctionMultiply>(); }

    FunctionMultiply() = default;

    String get_name() const override { return name; }

    bool need_replace_null_data_to_default() const override {
        return Impl::need_replace_null_data_to_default;
    }

    bool use_default_implementation_for_constants() const final { return false; }

    size_t get_number_of_arguments() const override { return 2; }

    DataTypes get_variadic_argument_types_impl() const override {
        return Impl::get_variadic_argument_types();
    }

    DataTypePtr get_return_type_impl(const DataTypes& arguments) const override {
        return arguments[0];
    }

    Status execute_impl(FunctionContext* context, Block& block, const ColumnNumbers& arguments,
                        uint32_t result, size_t input_rows_count) const override {
        auto& column_left = block.get_by_position(arguments[0]).column;
        auto& column_right = block.get_by_position(arguments[1]).column;
        const auto* type_left = assert_cast<const typename Impl::DataTypeA*>(
                block.get_by_position(arguments[0]).type.get());
        const auto* type_right = assert_cast<const typename Impl::DataTypeB*>(
                block.get_by_position(arguments[1]).type.get());
        const auto& res_data_type = remove_nullable(block.get_by_position(result).type);
        bool is_const_left = is_column_const(*column_left);
        bool is_const_right = is_column_const(*column_right);

        ColumnPtr column_result = nullptr;
        if (is_const_left && is_const_right) {
            column_result = constant_constant(column_left, column_right, type_left, type_right,
                                              res_data_type, context->check_overflow_for_decimal());
        } else if (is_const_left) {
            column_result = constant_vector(column_left, column_right, type_left, type_right,
                                            res_data_type, context->check_overflow_for_decimal());
        } else if (is_const_right) {
            column_result = vector_constant(column_left, column_right, type_left, type_right,
                                            res_data_type, context->check_overflow_for_decimal());
        } else {
            column_result = vector_vector(column_left, column_right, type_left, type_right,
                                          res_data_type, context->check_overflow_for_decimal());
        }
        block.replace_by_position(result, std::move(column_result));
        return Status::OK();
    }

private:
    ColumnPtr constant_constant(ColumnPtr column_left, ColumnPtr column_right,
                                const typename Impl::DataTypeA* type_left,
                                const typename Impl::DataTypeB* type_right,
                                DataTypePtr res_data_type, bool check_overflow_for_decimal) const {
        const auto* column_left_ptr = assert_cast<const ColumnConst*>(column_left.get());
        const auto* column_right_ptr = assert_cast<const ColumnConst*>(column_right.get());
        DCHECK(column_left_ptr != nullptr && column_right_ptr != nullptr);

        ColumnPtr column_result = nullptr;

        if constexpr (result_is_decimal) {
            if constexpr (Impl::DataTypeA::PType == TYPE_DECIMALV2) {
                if (!cast_type_to_either<DataTypeDecimalV2>(
                            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>::CppType
                                        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>::CppType
                                        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, 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,
                                    "Wrong type. Expected: Decimal, Actually: {}",
                                    type_to_string(res_data_type->get_primitive_type()));
                }
            } else {
                if (!cast_type_to_either<DataTypeDecimal32, DataTypeDecimal64, DataTypeDecimal128,
                                         DataTypeDecimal256>(
                            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>::CppType
                                        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>::CppType
                                        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, 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,
                                    "Wrong type. Expected: Decimal, Actually: {}",
                                    type_to_string(res_data_type->get_primitive_type()));
                }
            }
        } else {
            typename PrimitiveTypeTraits<Impl::DataTypeA::PType>::CppType 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>::CppType 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());
    }

    ColumnPtr vector_constant(ColumnPtr column_left, ColumnPtr column_right,
                              const typename Impl::DataTypeA* type_left,
                              const typename Impl::DataTypeB* type_right, DataTypePtr res_data_type,
                              bool check_overflow_for_decimal) const {
        const auto* column_right_ptr = assert_cast<const ColumnConst*>(column_right.get());
        DCHECK(column_right_ptr != nullptr);

        ColumnPtr res = nullptr;
        if constexpr (result_is_decimal) {
            if constexpr (Impl::DataTypeA::PType == TYPE_DECIMALV2) {
                if (!cast_type_to_either<DataTypeDecimalV2>(
                            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::DataTypeB::PType>::CppType 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,
                                    "Wrong type. Expected: Decimal, Actually: {}",
                                    type_to_string(res_data_type->get_primitive_type()));
                }
            } else {
                if (!cast_type_to_either<DataTypeDecimal32, DataTypeDecimal64, DataTypeDecimal128,
                                         DataTypeDecimal256>(
                            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::DataTypeB::PType>::CppType 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,
                                    "Wrong type. Expected: Decimal, Actually: {}",
                                    type_to_string(res_data_type->get_primitive_type()));
                }
            }
        } else {
            typename PrimitiveTypeTraits<Impl::DataTypeB::PType>::CppType 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;
    }

    ColumnPtr constant_vector(ColumnPtr column_left, ColumnPtr column_right,
                              const typename Impl::DataTypeA* type_left,
                              const typename Impl::DataTypeB* type_right, DataTypePtr res_data_type,
                              bool check_overflow_for_decimal) const {
        const auto* column_left_ptr = assert_cast<const ColumnConst*>(column_left.get());
        DCHECK(column_left_ptr != nullptr);

        ColumnPtr res = nullptr;
        if constexpr (result_is_decimal) {
            if constexpr (Impl::DataTypeA::PType == TYPE_DECIMALV2) {
                if (!cast_type_to_either<DataTypeDecimalV2>(
                            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>::CppType 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,
                                    "Wrong type. Expected: Decimal, Actually: {}",
                                    type_to_string(res_data_type->get_primitive_type()));
                }
            } else {
                if (!cast_type_to_either<DataTypeDecimal32, DataTypeDecimal64, DataTypeDecimal128,
                                         DataTypeDecimal256>(
                            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>::CppType 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,
                                    "Wrong type. Expected: Decimal, Actually: {}",
                                    type_to_string(res_data_type->get_primitive_type()));
                }
            }
        } else {
            typename PrimitiveTypeTraits<Impl::DataTypeA::PType>::CppType 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;
    }

    ColumnPtr vector_vector(ColumnPtr column_left, ColumnPtr column_right,
                            const typename Impl::DataTypeA* type_left,
                            const typename Impl::DataTypeB* type_right, DataTypePtr res_data_type,
                            bool check_overflow_for_decimal) const {
        ColumnPtr res = nullptr;
        if constexpr (result_is_decimal) {
            if constexpr (Impl::DataTypeA::PType == TYPE_DECIMALV2) {
                if (!cast_type_to_either<DataTypeDecimalV2>(
                            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_vector(column_left->get_ptr(),
                                                          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,
                                    "Wrong type. Expected: Decimal, Actually: {}",
                                    type_to_string(res_data_type->get_primitive_type()));
                }
            } else {
                if (!cast_type_to_either<DataTypeDecimal32, DataTypeDecimal64, DataTypeDecimal128,
                                         DataTypeDecimal256>(
                            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_vector(column_left->get_ptr(),
                                                          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,
                                    "Wrong type. Expected: Decimal, Actually: {}",
                                    type_to_string(res_data_type->get_primitive_type()));
                }
            }
        } else {
            res = Impl::vector_vector(column_left->get_ptr(), column_right->get_ptr());
        }
        return res;
    }
};

void register_function_multiply(SimpleFunctionFactory& factory) {
    factory.register_function<
            FunctionMultiply<MultiplyDecimalImpl<TYPE_DECIMALV2, TYPE_DECIMALV2>>>();

    factory.register_function<
            FunctionMultiply<MultiplyDecimalImpl<TYPE_DECIMAL32, TYPE_DECIMAL32>>>();
    factory.register_function<
            FunctionMultiply<MultiplyDecimalImpl<TYPE_DECIMAL32, TYPE_DECIMAL64>>>();
    factory.register_function<
            FunctionMultiply<MultiplyDecimalImpl<TYPE_DECIMAL32, TYPE_DECIMAL128I>>>();
    factory.register_function<
            FunctionMultiply<MultiplyDecimalImpl<TYPE_DECIMAL32, TYPE_DECIMAL256>>>();

    factory.register_function<
            FunctionMultiply<MultiplyDecimalImpl<TYPE_DECIMAL64, TYPE_DECIMAL32>>>();
    factory.register_function<
            FunctionMultiply<MultiplyDecimalImpl<TYPE_DECIMAL64, TYPE_DECIMAL64>>>();
    factory.register_function<
            FunctionMultiply<MultiplyDecimalImpl<TYPE_DECIMAL64, TYPE_DECIMAL128I>>>();
    factory.register_function<
            FunctionMultiply<MultiplyDecimalImpl<TYPE_DECIMAL64, TYPE_DECIMAL256>>>();

    factory.register_function<
            FunctionMultiply<MultiplyDecimalImpl<TYPE_DECIMAL128I, TYPE_DECIMAL32>>>();
    factory.register_function<
            FunctionMultiply<MultiplyDecimalImpl<TYPE_DECIMAL128I, TYPE_DECIMAL64>>>();
    factory.register_function<
            FunctionMultiply<MultiplyDecimalImpl<TYPE_DECIMAL128I, TYPE_DECIMAL128I>>>();
    factory.register_function<
            FunctionMultiply<MultiplyDecimalImpl<TYPE_DECIMAL128I, TYPE_DECIMAL256>>>();

    factory.register_function<
            FunctionMultiply<MultiplyDecimalImpl<TYPE_DECIMAL256, TYPE_DECIMAL32>>>();
    factory.register_function<
            FunctionMultiply<MultiplyDecimalImpl<TYPE_DECIMAL256, TYPE_DECIMAL64>>>();
    factory.register_function<
            FunctionMultiply<MultiplyDecimalImpl<TYPE_DECIMAL256, TYPE_DECIMAL128I>>>();
    factory.register_function<
            FunctionMultiply<MultiplyDecimalImpl<TYPE_DECIMAL256, TYPE_DECIMAL256>>>();

    factory.register_function<FunctionMultiply<MultiplyIntegralImpl<TYPE_TINYINT>>>();
    factory.register_function<FunctionMultiply<MultiplyIntegralImpl<TYPE_SMALLINT>>>();
    factory.register_function<FunctionMultiply<MultiplyIntegralImpl<TYPE_INT>>>();
    factory.register_function<FunctionMultiply<MultiplyIntegralImpl<TYPE_BIGINT>>>();
    factory.register_function<FunctionMultiply<MultiplyIntegralImpl<TYPE_LARGEINT>>>();
    factory.register_function<FunctionMultiply<MultiplyIntegralImpl<TYPE_FLOAT>>>();
    factory.register_function<FunctionMultiply<MultiplyIntegralImpl<TYPE_DOUBLE>>>();
}
} // namespace doris

Coverage Report

Created: 2026-04-17 11:34