* Copyright (c) 2025 Huawei Technologies Co., Ltd.
* This program is free software, you can redistribute it and/or modify it under the terms and conditions of
* CANN Open Software License Agreement Version 2.0 (the "License").
* Please refer to the License for details. You may not use this file except in compliance with the License.
* THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED,
* INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
* See LICENSE in the root of the software repository for the full text of the License.
*/
#include <memory>
#include <vector>
#include <map>
#include <symengine/rational.h>
#include "graph/symbolizer/symbolic.h"
#include "attribute_group/attr_group_shape_env.h"
#include "expression_impl.h"
#include "graph_metadef/graph/debug/ge_util.h"
#include "graph/utils/math_util.h"
#include "common/checker.h"
#include "const_values.h"
namespace ge {
Expression::~Expression() {}
Expression::Expression(Expression &&other) noexcept {
impl_ = std::move(other.impl_);
}
Expression &Expression::operator=(const Expression &other) {
if (&other != this) {
impl_ = ComGraphMakeUnique<ExpressionImpl>();
if ((other.impl_ != nullptr) && (impl_ != nullptr)) {
*impl_ = *other.impl_;
}
}
return *this;
}
Expression::Expression(const Expression &other) {
impl_ = ComGraphMakeUnique<ExpressionImpl>();
if ((other.impl_ != nullptr) && (impl_ != nullptr)) {
*impl_ = *other.impl_;
}
}
Expression &Expression::operator=(Expression &&other) noexcept {
if (&other != this) {
impl_ = std::move(other.impl_);
}
return *this;
}
std::unique_ptr<char_t[]> Expression::Str(const StrType type) const {
if (impl_ != nullptr) {
auto str = impl_->Str(type);
if (str.empty()) {
return nullptr;
}
auto uni_ptr = ComGraphMakeUnique<char_t[]>(str.size() + 1);
IF_NULL_RETURN_NULL(uni_ptr);
GE_ASSERT_EOK(strncpy_s(uni_ptr.get(), str.size() + 1, str.c_str(), str.size()));
return uni_ptr;
}
return nullptr;
}
Expression Expression::Parse(const char_t *str) {
if (str == nullptr) {
GELOGE(FAILED, "Parse expression str is nullptr");
return Expression(nullptr);
}
return Expression(ExpressionImpl::Parse(str));
}
std::unique_ptr<char_t[]> Expression::Serialize() const {
return Str(StrType::kStrCpp);
}
Expression Expression::Deserialize(const ge::char_t *str) {
return Expression(ExpressionImpl::Deserialize(str));
}
std::vector<Expression> Expression::GetArgs() {
std::vector<Expression> args;
if (impl_ == nullptr) {
return args;
}
for (ExpressionImplPtr &arg : impl_->GetArgs()) {
args.emplace_back(Expression(std::move(arg)));
}
return args;
}
ExprType Expression::GetExprType() const {
if (impl_ != nullptr) {
return impl_->GetExprType();
}
return ExprType::kExprNone;
}
bool Expression::IsConstExpr() const {
if (impl_!= nullptr) {
return impl_->IsConstExpr();
}
return false;
}
bool Expression::IsVariableExpr() const {
if (impl_!= nullptr) {
return impl_->IsVariableExpr();
}
return false;
}
bool Expression::IsBooleanExpr() const {
if (impl_!= nullptr) {
return impl_->IsBooleanExpr();
}
return false;
}
Expression Expression::Replace(const std::vector<std::pair<Expression, Expression>> &replace_vars) const {
if (impl_ != nullptr) {
std::map<ExpressionImpl *, ExpressionImpl *> impl_map;
for (auto &item : replace_vars) {
impl_map[item.first.impl_.get()] = item.second.impl_.get();
}
return Expression(impl_->Replace(impl_map));
}
return Expression(nullptr);
}
Expression Expression::Subs(const std::vector<std::pair<Expression, Expression>> &subs_vars) const {
if (impl_ != nullptr) {
std::map<ExpressionImpl *, ExpressionImpl *> impl_map;
for (auto &item : subs_vars) {
impl_map[item.first.impl_.get()] = item.second.impl_.get();
}
return Expression(impl_->Subs(impl_map));
}
return Expression(nullptr);
}
std::vector<Expression> Expression::FreeSymbols() const {
if (impl_!= nullptr) {
std::vector<Expression> ret;
for (auto &free_symbol : impl_->FreeSymbols()) {
ret.emplace_back(Expression(std::move(free_symbol)));
}
return ret;
}
return {};
}
graphStatus Expression::GetResult(const std::vector<std::pair<Expression, Expression>> &vars_value,
double &result) const {
Expression replace_expr = Replace(vars_value);
if ((replace_expr.impl_ != nullptr) && (replace_expr.impl_->GetResult(result))) {
return GRAPH_SUCCESS;
}
return GRAPH_FAILED;
}
bool Expression::IsValid() const {
return impl_ != nullptr;
}
uint64_t Expression::Hash() const {
if (impl_ != nullptr) {
return impl_->Hash();
}
return std::numeric_limits<uint64_t>::max();
}
int64_t Expression::Compare(const Expression &e) const {
if (impl_!= nullptr) {
return impl_->Compare(*e.impl_);
}
return std::numeric_limits<int64_t>::max();
}
template<typename T>
typename std::enable_if<std::is_integral<T>::value || std::is_floating_point<T>::value, bool>::type
Expression::GetConstValue(T &value) const {
if (!IsConstExpr() || impl_== nullptr) {
return false;
}
return impl_->GetConstValue(value);
}
template bool Expression::GetConstValue<int32_t>(int32_t &) const;
template bool Expression::GetConstValue<uint32_t>(uint32_t &) const;
template bool Expression::GetConstValue<int64_t>(int64_t &) const;
template bool Expression::GetConstValue<uint64_t>(uint64_t &) const;
template bool Expression::GetConstValue<double>(double &) const;
template bool Expression::GetConstValue<float>(float &) const;
template bool Expression::GetConstValue<bool>(bool &) const;
Expression Expression::operator+(const Expression &other) const {
return sym::Add(*this, other);
}
Expression Expression::operator-(const Expression &other) const {
return sym::Sub(*this, other);
}
Expression Expression::operator*(const Expression &other) const {
return sym::Mul(*this, other);
}
Expression Expression::operator/(const Expression &other) const {
return sym::Div(*this, other);
}
Expression Expression::Simplify() const {
if (GetCurShapeEnvContext() != nullptr) {
return GetCurShapeEnvContext()->Simplify(*this);
}
if (impl_ != nullptr) {
return Expression(impl_->Simplify());
}
return Expression(nullptr);
}
bool Expression::ContainVar(const Expression &e) const {
if (impl_ != nullptr) {
return impl_->ContainVar(e.impl_.get());
}
return false;
}
void Expression::AsNumerDenom(Expression &numer, Expression &denom) const {
if (impl_ != nullptr) {
ExpressionImplPtr impl_numer;
ExpressionImplPtr impl_denom;
impl_->AsNumerDenom(impl_numer, impl_denom);
numer = Expression(std::move(impl_numer));
denom = Expression(std::move(impl_denom));
} else {
numer = Expression(nullptr);
denom = Expression(nullptr);
}
}
bool Expression::operator==(const Expression &e) const {
if (impl_ != nullptr && e.impl_ != nullptr) {
return (*impl_ == *e.impl_);
}
return false;
}
bool Expression::operator!=(const Expression &e) const {
return !(*this == e);
}
std::ostream &operator<<(std::ostream &os, const Expression &e) {
if (e.impl_ != nullptr) {
os << *e.impl_;
}
return os;
}
Expression::Expression(ExpressionImplPtr &&e)
: impl_(std::move(e)) {}
Expression::Expression() {
impl_ = ge::ComGraphMakeUnique<ExpressionImpl>("");
}
Expression Expression::CanonicalizeBoolExpr() const {
if (impl_ != nullptr) {
return Expression(impl_->CanonicalizeBoolExpr());
}
return Expression(nullptr);
}
Symbol::Symbol(ExpressionImplPtr &&e) : Expression(std::move(e)) {}
Symbol::Symbol(int32_t value, const char_t *name) {
impl_ = ge::ComGraphMakeUnique<ExpressionImpl>(value, name);
}
Symbol::Symbol(int64_t value, const char_t *name) {
impl_ = ge::ComGraphMakeUnique<ExpressionImpl>(value, name);
}
Symbol::Symbol(uint32_t value, const char_t *name) {
impl_ = ge::ComGraphMakeUnique<ExpressionImpl>(value, name);
}
Symbol::Symbol(uint64_t value, const char_t *name) {
impl_ = ge::ComGraphMakeUnique<ExpressionImpl>(value, name);
}
Symbol::Symbol(double value, const char_t *name) {
impl_ = ge::ComGraphMakeUnique<ExpressionImpl>(value, name);
}
Symbol::Symbol(const char_t *name) {
impl_ = ge::ComGraphMakeUnique<ExpressionImpl>(name);
}
std::unique_ptr<char_t[]> Symbol::GetName() const {
if (impl_ != nullptr) {
auto str = impl_->GetName();
if (str.empty()) {
return nullptr;
}
auto uni_ptr = ComGraphMakeUnique<char_t[]>(str.size() + 1U);
IF_NULL_RETURN_NULL(uni_ptr);
GE_ASSERT_EOK(strncpy_s(uni_ptr.get(), str.size() + 1, str.c_str(), str.size()));
return uni_ptr;
}
return nullptr;
}
template<typename T>
typename std::enable_if<std::is_integral<T>::value || std::is_floating_point<T>::value, bool>::type
Expression::ComputeHint(T &hint) const {
if (IsConstExpr()) {
return GetConstValue(hint);
}
if (GetCurShapeEnvContext() == nullptr) {
GELOGW("Shape env is nullptr, cannot compute hint, expr: %s", Serialize().get());
return false;
}
return GetCurShapeEnvContext()->EvaluateExpr(*this).GetConstValue(hint);
}
template bool Expression::ComputeHint<int32_t>(int32_t &) const;
template bool Expression::ComputeHint<uint32_t>(uint32_t &) const;
template bool Expression::ComputeHint<int64_t>(int64_t &) const;
template bool Expression::ComputeHint<uint64_t>(uint64_t &) const;
template bool Expression::ComputeHint<double>(double &) const;
template bool Expression::ComputeHint<float>(float &) const;
template bool Expression::ComputeHint<bool>(bool &) const;
namespace sym {
Expression operator+(const Expression &e1, const Expression &e2) {
return Add(e1, e2);
}
Expression operator-(const Expression &e1, const Expression &e2) {
return Sub(e1, e2);
}
Expression operator*(const Expression &e1, const Expression &e2) {
return Mul(e1, e2);
}
Expression operator/(const Expression &e1, const Expression &e2) {
return Div(e1, e2);
}
}
}