* Copyright (c) 2025 Huawei Technologies Co., Ltd.
* This file is part of the MindStudio project.
*
* 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 "analysis/csrc/domain/data_process/system/acc_pmu_processor.h"
#include "analysis/csrc/domain/services/environment/context.h"
namespace Analysis {
namespace Domain {
using namespace Analysis::Domain::Environment;
using namespace Analysis::Utils;
AccPmuProcessor::AccPmuProcessor(const std::string &profPath) : DataProcessor(profPath) {}
bool AccPmuProcessor::Process(DataInventory &dataInventory)
{
bool flag = true;
auto deviceList = Utils::File::GetFilesWithPrefix(profPath_, DEVICE_PREFIX);
std::vector<AccPmuData> res;
for (const auto& devicePath: deviceList) {
flag = ProcessOneDevice(devicePath, res) && flag;
}
if (!SaveToDataInventory<AccPmuData>(std::move(res), dataInventory, PROCESSOR_NAME_ACC_PMU)) {
ERROR("Save data failed, %.", PROCESSOR_NAME_ACC_PMU);
flag = false;
}
return flag;
}
bool AccPmuProcessor::ProcessOneDevice(const std::string& devicePath, std::vector<AccPmuData>& res)
{
uint16_t deviceId = GetDeviceIdByDevicePath(devicePath);
if (deviceId == INVALID_DEVICE_ID) {
ERROR("the invalid deviceId cannot to be identified.");
return false;
}
Utils::ProfTimeRecord timeRecord;
if (!Context::GetInstance().GetProfTimeRecordInfo(timeRecord, profPath_, deviceId)) {
ERROR("Failed to get time record info data. Path is %, device id is %", profPath_, deviceId);
return false;
}
DBInfo accPmuDB("acc_pmu.db", "AccPmu");
std::string dbPath = Utils::File::PathJoin({devicePath, SQLITE, accPmuDB.dbName});
if (!accPmuDB.ConstructDBRunner(dbPath)) {
return false;
}
auto status = CheckPathAndTable(dbPath, accPmuDB);
if (status != CHECK_SUCCESS) {
return status != CHECK_FAILED;
}
auto oriData = LoadData(accPmuDB, dbPath);
if (oriData.empty()) {
ERROR("Get acc_pmu original data failed in %.", dbPath);
return false;
}
auto processedData = FormatData(oriData, timeRecord, deviceId);
if (processedData.empty()) {
ERROR("format acc_pmu data failed, dbPath is ", dbPath);
return false;
}
FilterDataByStartTime(processedData, timeRecord.startTimeNs, PROCESSOR_NAME_ACC_PMU);
res.insert(res.end(), processedData.begin(), processedData.end());
return true;
}
OriAccPmuData AccPmuProcessor::LoadData(const DBInfo &accPmuDB, const std::string &dbPath)
{
OriAccPmuData oriData;
if (accPmuDB.dbRunner == nullptr) {
ERROR("Create % connection failed.", dbPath);
return oriData;
}
std::string sql{"SELECT acc_id, read_bandwidth, write_bandwidth, read_ost, write_ost, timestamp "
"FROM " + accPmuDB.tableName + " ORDER BY timestamp ASC, acc_id ASC"};
if (!accPmuDB.dbRunner->QueryData(sql, oriData)) {
ERROR("Failed to obtain data from the % table.", accPmuDB.tableName);
}
return oriData;
}
std::vector<AccPmuData> AccPmuProcessor::FormatData(
const OriAccPmuData &oriData, const Utils::ProfTimeRecord &timeRecord, const uint16_t deviceId)
{
std::vector<AccPmuData> processedData;
if (!Utils::Reserve(processedData, oriData.size())) {
ERROR("Reserve for AccPmu data failed.");
return processedData;
}
AccPmuData data;
uint32_t accId;
double timestamp;
data.deviceId = deviceId;
for (const auto &row: oriData) {
std::tie(accId, data.readBwLevel, data.writeBwLevel, data.readOstLevel, data.writeOstLevel, timestamp) = row;
HPFloat time{timestamp};
data.accId = static_cast<uint16_t>(accId);
data.timestamp = GetLocalTime(time, timeRecord).Uint64();
processedData.push_back(data);
}
return processedData;
}
}
}