* -------------------------------------------------------------------------
* This file is part of the MindStudio project.
* Copyright (c) 2025 Huawei Technologies Co.,Ltd.
*
* MindStudio is licensed under Mulan PSL v2.
* You can use this software according to the terms and conditions of the Mulan PSL v2.
* You may obtain a copy of Mulan PSL v2 at:
*
* http://license.coscl.org.cn/MulanPSL2
*
* 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 FIT FOR A PARTICULAR PURPOSE.
* See the Mulan PSL v2 for more details.
* -------------------------------------------------------------------------
*/
#include <gtest/gtest.h>
#include "TestSuit.h"
#include "FileUtil.h"
#include "WsSessionImpl.h"
#include "WsSessionManager.h"
#include "TraceTime.h"
#include "DataBaseManager.h"
#include "AffinityAPIAdvisor.h"
#include "AffinityOptimizerAdvisor.h"
#include "AclnnOpAdvisor.h"
#include "AICpuOpAdvisor.h"
#include "FusedOpAdvisor.h"
#include "OperatorDispatchAdvisor.h"
using namespace Dic::Module::Timeline;
using namespace Dic::Module::Advisor;
class DBAdvisorTest : public ::testing::Test {
public:
static void SetUpTestSuite() {
std::string dbPath = FileUtil::SplicePath(TestSuit::GetRootTestPath(), "data", "pytorch", "db", "level1",
"rank0_ascend_pt", "ASCEND_PROFILER_OUTPUT", "ascend_pytorch_profiler_0.db");
DataBaseManager::Instance().SetDataType(DataType::DB, dbPath);
DataBaseManager::Instance().SetFileType(FileType::PYTORCH, dbPath);
DataBaseManager::Instance().CreateTraceConnectionPool("0", dbPath);
}
static void TearDownTestSuite() { DataBaseManager::Instance().Clear(); }
};
TEST_F(DBAdvisorTest, QueryAffinityApiAdvisorSuccessInDb) {
auto db = Dic::Module::Timeline::DataBaseManager::Instance().GetTraceDatabaseByRankId("0");
EXPECT_NE(db, nullptr);
uint64_t startTime = Dic::Module::Timeline::TraceTime::Instance().GetStartTime();
Protocol::KernelDetailsParams params = {"duration", "DESC", 1, 10};
std::map<uint64_t, std::vector<Protocol::FlowLocation>> dataMap{};
std::map<uint64_t, std::vector<uint32_t>> indexMap{};
auto result = db->QueryAffinityAPIData(params, {"aten::reshape"}, startTime, dataMap, indexMap);
const uint64_t expectTrackId = 13471134862269421;
EXPECT_TRUE(result);
EXPECT_EQ(dataMap.size(), 2);
EXPECT_EQ(dataMap.begin()->first, expectTrackId);
EXPECT_GT(dataMap.at(expectTrackId).size(), 1);
EXPECT_EQ(indexMap.size(), 2);
EXPECT_EQ(indexMap.begin()->first, expectTrackId);
EXPECT_EQ(indexMap.at(expectTrackId).size(), 2);
}
TEST_F(DBAdvisorTest, QueryAffinityOptimizerAdvisorSuccessDb) {
auto db = Dic::Module::Timeline::DataBaseManager::Instance().GetTraceDatabaseByRankId("0");
EXPECT_NE(db, nullptr);
uint64_t startTime = Dic::Module::Timeline::TraceTime::Instance().GetStartTime();
Protocol::KernelDetailsParams params = {"duration", "DESC", 1, 10};
std::vector<Protocol::ThreadTraces> data{};
auto result = db->QueryAffinityOptimizer(params, "'Optimizer.step#AdamW.step'", data, startTime);
EXPECT_TRUE(result);
EXPECT_EQ(data.size(), 0);
}
TEST_F(DBAdvisorTest, QueryAclNNOperatorAdvisorSuccessDb) {
auto db = Dic::Module::Timeline::DataBaseManager::Instance().GetTraceDatabaseByRankId("0");
EXPECT_NE(db, nullptr);
uint64_t startTime = Dic::Module::Timeline::TraceTime::Instance().GetStartTime();
std::vector<Protocol::KernelBaseInfo> data{};
Protocol::KernelDetailsParams params = {"duration", "DESC", 1, 10};
auto result = db->QueryAclnnOpCountExceedThreshold(params, ACLNN_OP_CNT_THRESHOLD, data, startTime);
EXPECT_TRUE(result);
EXPECT_EQ(data.size(), 0);
}
TEST_F(DBAdvisorTest, QueryAICPUOperatorAdvisorSuccessDb) {
auto db = Dic::Module::Timeline::DataBaseManager::Instance().GetTraceDatabaseByRankId("0");
EXPECT_NE(db, nullptr);
uint64_t startTime = Dic::Module::Timeline::TraceTime::Instance().GetStartTime();
std::vector<Protocol::KernelBaseInfo> data{};
Protocol::KernelDetailsParams params = {"duration", "DESC", 1, 10, 0, 0, "0", "0"};
auto result =
db->QueryAICpuOpCanBeOptimized(params, AICPU_OP_EQUIVALENT_REPLACE, AICPU_OP_DATATYPE_RULE, data, startTime);
EXPECT_TRUE(result);
EXPECT_EQ(data.size(), 0);
}
TEST_F(DBAdvisorTest, QueryFusedOperatorAdvisorSuccessDb) {
auto db = Dic::Module::Timeline::DataBaseManager::Instance().GetTraceDatabaseByRankId("0");
EXPECT_NE(db, nullptr);
uint64_t startTime = Dic::Module::Timeline::TraceTime::Instance().GetStartTime();
Protocol::KernelDetailsParams params = {"duration", "DESC", 1, 10};
Protocol::OperatorFusionResBody resBody;
auto result = db->QueryFusibleOpData(params, FUSEABLE_OPERATER_RULE_LIST, resBody, startTime);
EXPECT_TRUE(result);
EXPECT_EQ(resBody.size, 0);
}
TEST_F(DBAdvisorTest, QueryOperatorDispatchAdvisorSuccessOnDb) {
auto db = Dic::Module::Timeline::DataBaseManager::Instance().GetTraceDatabaseByRankId("0");
EXPECT_NE(db, nullptr);
uint64_t startTime = Dic::Module::Timeline::TraceTime::Instance().GetStartTime();
Protocol::KernelDetailsParams params = {"duration", "DESC", 1, 10};
std::vector<Protocol::KernelBaseInfo> data{};
auto result = db->QueryOperatorDispatchData(params, data, startTime, OPERATOR_COMPILE_CNT_THRESHOLD);
EXPECT_TRUE(result);
EXPECT_EQ(data.size(), 0);
}