* Copyright (c) 2026 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 "gtest/gtest.h"
#include "base/base_types.h"
#include "base/model_info.h"
#include <iostream>
#define private public
#include "generator/preprocess/args_replace.h"
using namespace att;
class ArgsReplaceUtest : public ::testing::Test {
public:
static void TearDownTestCase() {
std::cout << "Test end." << std::endl;
}
static void SetUpTestCase() {
std::cout << "Test begin." << std::endl;
}
void SetUp() override {}
void TearDown() override {}
void dumps(const std::string &res) {
std::cout << res << std::endl;
}
};
VarInfo StubVarInfo(const uint32_t align, const Expr &parent_size, bool do_search) {
VarInfo info;
info.align = af::Symbol(align);
info.from_axis_size = {parent_size};
info.do_search = do_search;
return info;
}
void SetupStandardExprInfoMap(ExprInfoMap &expr_info_map, Expr &basem, Expr &stepm, Expr &tilem,
uint32_t basem_align = 16u, uint32_t stepm_align = 16u, bool basem_do_search = true) {
basem = CreateExpr("basem");
stepm = CreateExpr("stepm");
tilem = CreateExpr("tilem");
expr_info_map.emplace(basem, StubVarInfo(basem_align, stepm, basem_do_search));
expr_info_map.emplace(stepm, StubVarInfo(stepm_align, tilem, true));
}
void SetupFactorMap(ArgsReplacer &args_replacer, const Expr &basem, const Expr &stepm) {
args_replacer.expr_factors_map_[stepm].emplace_back(basem);
args_replacer.factor_expr_map_[basem] = stepm;
}
TEST_F(ArgsReplaceUtest, test_get_leaf_exprs_success_1) {
ExprInfoMap expr_info_map;
Expr basem, stepm, tilem;
SetupStandardExprInfoMap(expr_info_map, basem, stepm, tilem);
ArgsReplacer args_replacer(expr_info_map);
SetupFactorMap(args_replacer, basem, stepm);
args_replacer.GetLeafExprs();
EXPECT_TRUE(args_replacer.new_expr_ori_expr_map_.size() == 1u);
EXPECT_TRUE(args_replacer.ori_expr_new_expr_map_.size() == 1u);
EXPECT_TRUE(args_replacer.replaced_expr_queue_.size() == 1);
EXPECT_TRUE(args_replacer.ori_expr_new_expr_map_.find(basem) != args_replacer.ori_expr_new_expr_map_.end());
dumps(Str(args_replacer.ori_expr_new_expr_map_[basem]));
EXPECT_TRUE(args_replacer.new_expr_ori_expr_map_.find(CreateExpr("basem_base")) !=
args_replacer.new_expr_ori_expr_map_.end());
}
TEST_F(ArgsReplaceUtest, test_get_leaf_exprs_failed_1) {
ExprInfoMap expr_info_map;
Expr basem, stepm, tilem;
SetupStandardExprInfoMap(expr_info_map, basem, stepm, tilem, 10u);
ArgsReplacer args_replacer(expr_info_map);
SetupFactorMap(args_replacer, basem, stepm);
auto res = args_replacer.GetLeafExprs();
EXPECT_FALSE(res);
}
TEST_F(ArgsReplaceUtest, test_get_leaf_exprs_success_2) {
ExprInfoMap expr_info_map;
Expr basem, stepm, tilem;
SetupStandardExprInfoMap(expr_info_map, basem, stepm, tilem, 1u);
ArgsReplacer args_replacer(expr_info_map);
SetupFactorMap(args_replacer, basem, stepm);
auto res = args_replacer.GetLeafExprs();
EXPECT_TRUE(res);
EXPECT_TRUE(args_replacer.new_expr_ori_expr_map_.size() == 1);
EXPECT_TRUE(args_replacer.ori_expr_new_expr_map_.size() == 1);
EXPECT_TRUE(args_replacer.new_expr_ori_expr_map_.find(basem) != args_replacer.new_expr_ori_expr_map_.end());
EXPECT_TRUE(args_replacer.new_expr_ori_expr_map_[basem] == basem);
}
TEST_F(ArgsReplaceUtest, test_get_leaf_exprs_success_3) {
ExprInfoMap expr_info_map;
Expr basem, stepm, tilem;
SetupStandardExprInfoMap(expr_info_map, basem, stepm, tilem, 16u, 16u, false);
ArgsReplacer args_replacer(expr_info_map);
SetupFactorMap(args_replacer, basem, stepm);
auto res = args_replacer.GetLeafExprs();
EXPECT_TRUE(res);
EXPECT_TRUE(args_replacer.new_expr_ori_expr_map_.size() == 1);
EXPECT_TRUE(args_replacer.ori_expr_new_expr_map_.size() == 1);
EXPECT_TRUE(args_replacer.new_expr_ori_expr_map_.find(basem) != args_replacer.new_expr_ori_expr_map_.end());
EXPECT_TRUE(args_replacer.new_expr_ori_expr_map_[basem] == basem);
}
TEST_F(ArgsReplaceUtest, test_get_leaf_exprs_failed_2) {
ExprInfoMap expr_info_map;
Expr basem, stepm, tilem;
SetupStandardExprInfoMap(expr_info_map, basem, stepm, tilem);
ArgsReplacer args_replacer(expr_info_map);
SetupFactorMap(args_replacer, basem, stepm);
args_replacer.ori_expr_new_expr_map_[basem] = stepm;
auto res = args_replacer.GetLeafExprs();
EXPECT_FALSE(res);
}
TEST_F(ArgsReplaceUtest, test_get_leaf_exprs_failed_3) {
ExprInfoMap expr_info_map;
Expr basem = CreateExpr("basem");
Expr stepm = CreateExpr("stepm");
ArgsReplacer args_replacer(expr_info_map);
SetupFactorMap(args_replacer, basem, stepm);
auto res = args_replacer.GetLeafExprs();
EXPECT_FALSE(res);
}
TEST_F(ArgsReplaceUtest, test_align_replace) {
ExprInfoMap expr_info_map;
Expr basem, stepm, tilem;
SetupStandardExprInfoMap(expr_info_map, basem, stepm, tilem, 1u);
ArgsReplacer args_replacer(expr_info_map);
args_replacer.GetAlignReplacedVars(basem);
args_replacer.GetAlignReplacedVars(stepm);
EXPECT_TRUE(args_replacer.ori_expr_new_expr_map_.size() == 2);
EXPECT_TRUE(args_replacer.ori_expr_new_expr_map_[basem] == (basem));
dumps(Str(args_replacer.ori_expr_new_expr_map_[basem]));
EXPECT_FALSE(args_replacer.ori_expr_new_expr_map_[stepm] == (stepm));
dumps(Str(args_replacer.ori_expr_new_expr_map_[stepm]));
}
TEST_F(ArgsReplaceUtest, test_factor_replace_1) {
ExprInfoMap expr_info_map;
Expr basem, stepm, tilem;
SetupStandardExprInfoMap(expr_info_map, basem, stepm, tilem, 1u);
ArgsReplacer args_replacer(expr_info_map);
SetupFactorMap(args_replacer, basem, stepm);
args_replacer.ori_expr_new_expr_map_[basem] = basem;
args_replacer.GetFactorReplacedVars(stepm);
EXPECT_TRUE(args_replacer.ori_expr_new_expr_map_.find(stepm) != args_replacer.ori_expr_new_expr_map_.end());
Expr root_replaces_vars = args_replacer.ori_expr_new_expr_map_[stepm];
dumps(Str(root_replaces_vars));
args_replacer.ori_expr_new_expr_map_.clear();
args_replacer.expr_factors_map_[tilem].emplace_back(stepm);
args_replacer.factor_expr_map_[stepm] = tilem;
args_replacer.ori_expr_new_expr_map_[basem] = basem;
args_replacer.GetFactorReplacedVars(stepm);
EXPECT_TRUE(args_replacer.ori_expr_new_expr_map_.find(stepm) != args_replacer.ori_expr_new_expr_map_.end());
Expr no_root_replaces_vars = args_replacer.ori_expr_new_expr_map_[stepm];
dumps(Str(no_root_replaces_vars));
EXPECT_FALSE(root_replaces_vars == (no_root_replaces_vars));
}
void Setup3LevelExprInfoMap(ExprInfoMap &expr_info_map, Expr &basem, Expr &stepm, Expr &tilem, bool tilem_do_search) {
Expr expr_null;
basem = CreateExpr("basem");
stepm = CreateExpr("stepm");
tilem = CreateExpr("tilem");
expr_info_map.emplace(basem, StubVarInfo(1u, stepm, true));
expr_info_map.emplace(stepm, StubVarInfo(256u, tilem, true));
expr_info_map.emplace(tilem, StubVarInfo(16u, expr_null, tilem_do_search));
}
void Setup3LevelFactorMap(ArgsReplacer &args_replacer, const Expr &basem, const Expr &stepm, const Expr &tilem) {
args_replacer.expr_factors_map_[stepm].emplace_back(basem);
args_replacer.factor_expr_map_[basem] = stepm;
args_replacer.expr_factors_map_[tilem].emplace_back(stepm);
args_replacer.factor_expr_map_[stepm] = tilem;
}
TEST_F(ArgsReplaceUtest, test_replace_parent_exprs) {
ExprInfoMap expr_info_map;
Expr basem, stepm, tilem;
Setup3LevelExprInfoMap(expr_info_map, basem, stepm, tilem, true);
ArgsReplacer args_replacer(expr_info_map);
Setup3LevelFactorMap(args_replacer, basem, stepm, tilem);
args_replacer.GetSelfReplacedVars(basem);
auto res = args_replacer.ReplaceParentExprs();
EXPECT_TRUE(res);
EXPECT_EQ(args_replacer.ori_expr_new_expr_map_.size(), 3);
EXPECT_TRUE(args_replacer.ori_expr_new_expr_map_[basem] == (basem));
dumps(Str(args_replacer.ori_expr_new_expr_map_[stepm]));
EXPECT_TRUE(args_replacer.new_expr_ori_expr_map_.find(CreateExpr("stepm_base")) !=
args_replacer.new_expr_ori_expr_map_.end());
EXPECT_TRUE(args_replacer.new_expr_ori_expr_map_.find(CreateExpr("tilem_div_align")) !=
args_replacer.ori_expr_new_expr_map_.end());
dumps(Str(args_replacer.ori_expr_new_expr_map_[tilem]));
}
TEST_F(ArgsReplaceUtest, test_replace_parent_exprs_2) {
ExprInfoMap expr_info_map;
Expr basem, stepm, tilem;
Setup3LevelExprInfoMap(expr_info_map, basem, stepm, tilem, false);
ArgsReplacer args_replacer(expr_info_map);
Setup3LevelFactorMap(args_replacer, basem, stepm, tilem);
args_replacer.GetSelfReplacedVars(basem);
auto res = args_replacer.ReplaceParentExprs();
EXPECT_TRUE(res);
EXPECT_EQ(args_replacer.ori_expr_new_expr_map_.size(), 3);
EXPECT_TRUE(args_replacer.ori_expr_new_expr_map_[basem] == (basem));
dumps(Str(args_replacer.ori_expr_new_expr_map_[stepm]));
EXPECT_TRUE(args_replacer.new_expr_ori_expr_map_.find(CreateExpr("stepm_base")) !=
args_replacer.new_expr_ori_expr_map_.end());
EXPECT_TRUE(args_replacer.new_expr_ori_expr_map_.find(tilem) != args_replacer.ori_expr_new_expr_map_.end());
EXPECT_TRUE(args_replacer.new_expr_ori_expr_map_[tilem] == (tilem));
}
void SetupAndReplaceNaive(ExprInfoMap &expr_info_map, Expr &basem, Expr &stepm, Expr &tilem, bool tilem_do_search) {
Setup3LevelExprInfoMap(expr_info_map, basem, stepm, tilem, tilem_do_search);
ArgsReplacer args_replacer(expr_info_map);
args_replacer.ReplaceNaiveExpr();
EXPECT_TRUE(args_replacer.ori_expr_new_expr_map_[basem] == (basem));
EXPECT_TRUE(args_replacer.ori_expr_new_expr_map_[tilem] == (tilem));
}
TEST_F(ArgsReplaceUtest, test_replace_naive_exprs) {
ExprInfoMap expr_info_map;
Expr basem, stepm, tilem;
SetupAndReplaceNaive(expr_info_map, basem, stepm, tilem, false);
}
TEST_F(ArgsReplaceUtest, test_get_result) {
ExprInfoMap expr_info_map;
Expr basem, stepm, tilem;
Setup3LevelExprInfoMap(expr_info_map, basem, stepm, tilem, false);
ArgsReplacer args_replacer(expr_info_map);
args_replacer.ReplaceNaiveExpr();
ExprExprMap replaced_vars;
ExprExprMap replacements;
ExprExprMap new_expr_replacements;
args_replacer.GetReplaceResult(replaced_vars, replacements, new_expr_replacements);
EXPECT_EQ(replacements.size(), 1u);
EXPECT_EQ(new_expr_replacements.size(), 1u);
EXPECT_TRUE(replacements.find(stepm) != replacements.end());
}
TEST_F(ArgsReplaceUtest, test_do_replace) {
ExprInfoMap expr_info_map;
Expr basem, stepm, tilem;
Setup3LevelExprInfoMap(expr_info_map, basem, stepm, tilem, false);
ArgsReplacer args_replacer(expr_info_map);
std::map<std::string, std::vector<std::pair<Expr, Expr>>> eq_exprs;
eq_exprs[kFatherToChildNoTail].emplace_back(std::pair(stepm, basem));
auto res = args_replacer.DoReplace(eq_exprs);
EXPECT_TRUE(res);
ExprExprMap replaced_vars;
ExprExprMap replacements;
ExprExprMap new_expr_replacements;
args_replacer.GetReplaceResult(replaced_vars, replacements, new_expr_replacements);
EXPECT_EQ(replacements.size(), 1u);
EXPECT_EQ(new_expr_replacements.size(), 1u);
EXPECT_TRUE(replacements.find(stepm) != replacements.end());
}