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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.
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*
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*
* 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/llc_processor.h"
#include <unordered_set>
#include "analysis/csrc/domain/services/environment/context.h"
#include "analysis/csrc/infrastructure/utils/config.h"
namespace Analysis {
namespace Domain {
using namespace Analysis::Domain::Environment;
using namespace Analysis::Utils;
using namespace analysis::dvvp::common::config;
namespace {
std::unordered_set<std::string> LLC_MODES = {LLC_PROFILING_READ, LLC_PROFILING_WRITE};
}
LLcProcessor::LLcProcessor(const std::string &profPath) : DataProcessor(profPath) {}
bool LLcProcessor::Process(DataInventory &dataInventory)
{
auto platformVersion = Context::GetInstance().GetPlatformVersion(DEFAULT_DEVICE_ID, profPath_);
if (Context::IsFirstChipV1(platformVersion)) {
WARN("Skip llc processing in path: %.", profPath_);
return true;
}
bool flag = true;
std::vector<LLcData> allProcessedData;
std::vector<LLcSummaryData> allSummaryData;
auto deviceList = File::GetFilesWithPrefix(profPath_, DEVICE_PREFIX);
for (const auto& devicePath: deviceList) {
flag = ProcessSingleDevice(devicePath, allProcessedData, allSummaryData) && flag;
}
if (!SaveToDataInventory<LLcData>(std::move(allProcessedData), dataInventory, PROCESSOR_NAME_LLC) ||
!SaveToDataInventory<LLcSummaryData>(std::move(allSummaryData), dataInventory, PROCESSOR_NAME_LLC)) {
flag = false;
ERROR("Save LLC Data To DataInventory failed, profPath is %.", profPath_);
}
return flag;
}
bool LLcProcessor::ProcessSingleDevice(const std::string &devicePath,
std::vector<LLcData> &allProcessedData, std::vector<LLcSummaryData> &allSummaryData)
{
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;
}
DBInfo llcDB("llc.db", "LLCMetrics");
std::string dbPath = File::PathJoin({devicePath, SQLITE, llcDB.dbName});
if (!llcDB.ConstructDBRunner(dbPath) || llcDB.dbRunner == nullptr) {
ERROR("Create % connection failed.", dbPath);
return false;
}
auto status = CheckPathAndTable(dbPath, llcDB);
if (status != CHECK_SUCCESS) {
if (status == CHECK_FAILED) {
return false;
}
return true;
}
std::string mode = Context::GetInstance().GetLLCProfiling(localtimeContext.deviceId, profPath_);
if (LLC_MODES.find(mode) == LLC_MODES.end()) {
ERROR("GetLLCProfiling failed in path: %, device id is %", profPath_, localtimeContext.deviceId);
return false;
}
auto processedData = ProcessData(llcDB, localtimeContext, mode);
if (processedData.empty()) {
ERROR("Format LLC data error, dbPath is %.", dbPath);
return false;
}
FilterDataByStartTime(processedData, localtimeContext.timeRecord.startTimeNs, PROCESSOR_NAME_LLC);
allProcessedData.insert(allProcessedData.end(), processedData.begin(), processedData.end());
auto summaryData = ProcessSummaryData(localtimeContext.deviceId, llcDB, mode);
if (summaryData.empty()) {
ERROR("Process LLC summary data error, dbPath is %.", dbPath);
return false;
}
allSummaryData.insert(allSummaryData.end(), summaryData.begin(), summaryData.end());
return true;
}
std::vector<LLcData> LLcProcessor::ProcessData(const DBInfo &llcDB, LocaltimeContext &localtimeContext,
const std::string &mode)
{
if (!Context::GetInstance().GetClockMonotonicRaw(localtimeContext.hostMonotonic, true, localtimeContext.deviceId,
profPath_) ||
!Context::GetInstance().GetClockMonotonicRaw(localtimeContext.deviceMonotonic, false, localtimeContext.deviceId,
profPath_)) {
ERROR("Device MonotonicRaw is invalid in path: %., device id is %", profPath_, localtimeContext.deviceId);
return {};
}
OriLLcData oriData = LoadData(llcDB);
if (oriData.empty()) {
ERROR("Get % data failed, profPath is %, device is %", llcDB.tableName, profPath_, localtimeContext.deviceId);
return {};
}
return FormatData(oriData, localtimeContext, mode);
}
std::vector<LLcSummaryData> LLcProcessor::ProcessSummaryData(const uint16_t &deviceId, const DBInfo &llcDB,
const std::string mode)
{
std::vector<LLcSummaryData> processedData;
std::vector<std::tuple<double, double>> avgData;
std::vector<std::tuple<uint32_t, double, double>> avgLLcIdData;
std::string sql{"SELECT AVG(hitrate), AVG(throughput) FROM "+ llcDB.tableName};
if (!llcDB.dbRunner->QueryData(sql, avgData) || avgData.empty()) {
ERROR("Failed to obtain avg data from the % table, profPath is %, deviceId is %",
llcDB.tableName, profPath_, deviceId);
return processedData;
}
sql = "SELECT l3tid, AVG(hitrate), AVG(throughput) FROM "+ llcDB.tableName + " GROUP BY l3tid";
if (!llcDB.dbRunner->QueryData(sql, avgLLcIdData) || avgLLcIdData.empty()) {
ERROR("Failed to obtain avg llcid bandwidth from the % table, profPath is %, deviceId is %",
llcDB.tableName, profPath_, deviceId);
return processedData;
}
LLcSummaryData tempData;
tempData.deviceId = deviceId;
tempData.mode = mode;
std::tie(tempData.hitRate, tempData.throughput) = avgData.at(0);
processedData.push_back(tempData);
for (const auto &row : avgLLcIdData) {
std::tie(tempData.llcId, tempData.hitRate, tempData.throughput) = row;
tempData.hitRate = tempData.hitRate * PERCENTAGE;
processedData.push_back(tempData);
}
return processedData;
}
OriLLcData LLcProcessor::LoadData(const DBInfo &llcDB)
{
OriLLcData oriData;
std::string sql{"SELECT l3tid, timestamp, hitrate, throughput FROM " + llcDB.tableName};
if (!llcDB.dbRunner->QueryData(sql, oriData) || oriData.empty()) {
ERROR("Failed to obtain data from the % table.", llcDB.tableName);
}
return oriData;
}
std::vector<LLcData> LLcProcessor::FormatData(const OriLLcData &oriData, const LocaltimeContext &localtimeContext,
const std::string &mode)
{
std::vector<LLcData> formatData;
if (!Reserve(formatData, oriData.size())) {
ERROR("Reserve for LLC data failed, profPath is %, deviceId is %.", profPath_, localtimeContext.deviceId);
return formatData;
}
LLcData tempData;
tempData.deviceId = localtimeContext.deviceId;
tempData.mode = mode;
double oriTimestamp;
for (const auto &row: oriData) {
std::tie(tempData.llcID, oriTimestamp, tempData.hitRate, tempData.throughput) = row;
HPFloat timestamp = GetTimeBySamplingTimestamp(oriTimestamp, localtimeContext.hostMonotonic,
localtimeContext.deviceMonotonic);
tempData.timestamp = GetLocalTime(timestamp, localtimeContext.timeRecord).Uint64();
tempData.hitRate = tempData.hitRate * PERCENTAGE;
formatData.push_back(tempData);
}
return formatData;
}
}
}