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* 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,
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#include "analysis/csrc/domain/data_process/system/npu_mem_processor.h"
#include "analysis/csrc/domain/services/environment/context.h"
namespace Analysis {
namespace Domain {
using namespace Analysis::Domain::Environment;
NpuMemProcessor::NpuMemProcessor(const std::string &profPath) : DataProcessor(profPath) {}
bool NpuMemProcessor::Process(DataInventory &dataInventory)
{
bool flag = true;
auto deviceList = File::GetFilesWithPrefix(profPath_, DEVICE_PREFIX);
std::vector<NpuMemData> allProcessedData;
for (const auto& devicePath: deviceList) {
flag = ProcessSingleDevice(devicePath, allProcessedData) && flag;
}
if (!SaveToDataInventory<NpuMemData>(std::move(allProcessedData), dataInventory, PROCESSOR_NAME_NPU_MEM)) {
flag = false;
ERROR("Save NpuMem Data To DataInventory failed, profPath is %.", profPath_);
}
return flag;
}
bool NpuMemProcessor::ProcessSingleDevice(const std::string &devicePath, std::vector<NpuMemData> &allProcessedData)
{
LocaltimeContext localtimeContext;
localtimeContext.deviceId = GetDeviceIdByDevicePath(devicePath);
if (localtimeContext.deviceId == INVALID_DEVICE_ID) {
ERROR("the invalid deviceId cannot to be identified, profPath is %", profPath_);
return false;
}
if (!Context::GetInstance().GetProfTimeRecordInfo(localtimeContext.timeRecord, profPath_,
localtimeContext.deviceId)) {
ERROR("Failed to obtain the time in start_info and end_info, "
"profPath is %, device id is %.", profPath_, localtimeContext.deviceId);
return false;
}
if (!Context::GetInstance().GetClockMonotonicRaw(localtimeContext.hostMonotonic, true, localtimeContext.deviceId,
profPath_)) {
ERROR("GetClockMonotonicRaw failed, profPath is %, deviceId is %.", profPath_, localtimeContext.deviceId);
return false;
}
DBInfo npuMemDB("npu_mem.db", "NpuMem");
std::string dbPath = File::PathJoin({devicePath, SQLITE, npuMemDB.dbName});
if (!npuMemDB.ConstructDBRunner(dbPath) || npuMemDB.dbRunner == nullptr) {
ERROR("Create % connection failed.", dbPath);
return false;
}
auto status = CheckPathAndTable(dbPath, npuMemDB);
if (status != CHECK_SUCCESS) {
if (status == CHECK_FAILED) {
return false;
}
return true;
}
OriNpuMemData oriData = LoadData(npuMemDB);
if (oriData.empty()) {
ERROR("Get % data failed in %.", npuMemDB.tableName, dbPath);
return false;
}
auto processedData = FormatData(oriData, localtimeContext);
if (processedData.empty()) {
ERROR("Format NpuMem data error, dbPath is %.", dbPath);
return false;
}
FilterDataByStartTime(processedData, localtimeContext.timeRecord.startTimeNs, PROCESSOR_NAME_NPU_MEM);
allProcessedData.insert(allProcessedData.end(), processedData.begin(), processedData.end());
return true;
}
OriNpuMemData NpuMemProcessor::LoadData(const DBInfo &npuMemDB)
{
OriNpuMemData oriData;
std::string sql{"SELECT event, ddr, hbm, timestamp, memory FROM " + npuMemDB.tableName};
if (!npuMemDB.dbRunner->QueryData(sql, oriData)) {
ERROR("Failed to obtain data from the % table.", npuMemDB.tableName);
}
return oriData;
}
std::vector<NpuMemData> NpuMemProcessor::FormatData(const OriNpuMemData &oriData,
const LocaltimeContext &localtimeContext)
{
std::vector<NpuMemData> formatData;
if (!Reserve(formatData, oriData.size())) {
ERROR("Reserve for NpuMem data failed, profPath is %, deviceId is %.", profPath_, localtimeContext.deviceId);
return formatData;
}
NpuMemData tempData;
double oriTimestamp;
tempData.deviceId = localtimeContext.deviceId;
for (const auto &row: oriData) {
std::tie(tempData.event, tempData.ddr, tempData.hbm, oriTimestamp, tempData.memory) = row;
HPFloat timestamp{GetTimeBySamplingTimestamp(oriTimestamp * MILLI_SECOND, localtimeContext.hostMonotonic, 0)};
tempData.timestamp = GetLocalTime(timestamp, localtimeContext.timeRecord).Uint64();
formatData.push_back(tempData);
}
return formatData;
}
}
}