#ifndef FILEREADER_H #define FILEREADER_H #include #include #include #include #include "../../math/Interpolator.h" #include "../../sensors/radio/WiFiMeasurements.h" #include "../../sensors/pressure/BarometerData.h" #include "../../sensors/imu/AccelerometerData.h" #include "../../sensors/imu/GyroscopeData.h" #include "../../sensors/imu/GravityData.h" #include "../../sensors/imu/LinearAccelerationData.h" #include "../../sensors/beacon/BeaconMeasurements.h" #include "../../geo/Point2.h" #include "../../grid/factory/v2/GridFactory.h" #include "../../grid/factory/v2/Importance.h" #include "../../floorplan/v2/Floorplan.h" class FileReader { public: template struct TS { const uint64_t ts; T data; TS(const uint64_t ts) : ts(ts) {;} TS(const uint64_t ts, const T& data) : ts(ts), data(data) {;} }; enum class Sensor { ACC, GYRO, WIFI, POS, BARO, BEACON, LIN_ACC, GRAVITY, }; /** entry for one sensor */ struct Entry { Sensor type; uint64_t ts; int idx; Entry(Sensor type, uint64_t ts, int idx) : type(type), ts(ts), idx(idx) {;} }; std::vector> groundTruth; std::vector> wifi; std::vector> beacon; std::vector> acc; std::vector> gyro; std::vector> barometer; std::vector> lin_acc; std::vector> gravity; /** ALL entries */ std::vector entries; public: FileReader(const std::string& file) { parse(file); } const std::vector& getEntries() const {return entries;} const std::vector>& getGroundTruth() const {return groundTruth;} const std::vector>& getWiFiGroupedByTime() const {return wifi;} const std::vector>& getBeacons() const {return beacon;} const std::vector>& getAccelerometer() const {return acc;} const std::vector>& getGyroscope() const {return gyro;} const std::vector>& getBarometer() const {return barometer;} const std::vector>& getLinearAcceleration() const {return lin_acc;} const std::vector>& getGravity() const {return gravity;} private: void parse(const std::string& file) { std::ifstream inp(file); if (!inp.is_open() || inp.bad() || inp.eof()) {throw Exception("failed to open file" + file);} while(!inp.eof() && !inp.bad()) { uint64_t ts; char delim; int idx = -1; std::string data; inp >> ts; inp >> delim; inp >> idx; inp >> delim; inp >> data; if (idx == 8) {parseWiFi(ts, data);} else if (idx == 9) {parseBeacons(ts, data);} else if (idx == 99) {parseGroundTruth(ts, data);} else if (idx == 0) {parseAccelerometer(ts, data);} else if (idx == 3) {parseGyroscope(ts, data);} else if (idx == 5) {parseBarometer(ts, data);} else if (idx == 2) {parseLinearAcceleration(ts,data);} else if (idx == 1) {parseGravity(ts,data);} // TODO: this is a hack... // the loop is called one additional time after the last entry // and keeps the entries of entry } inp.close(); } void parseLinearAcceleration(const uint64_t ts, const std::string& data){ const auto pos1 = data.find(';'); const auto pos2 = data.find(';', pos1+1); const std::string x = data.substr(0, pos1); const std::string y = data.substr(pos1+1, pos2-pos1-1); const std::string z = data.substr(pos2+1); TS elem(ts, LinearAccelerationData(std::stof(x), std::stof(y), std::stof(z))); lin_acc.push_back(elem); entries.push_back(Entry(Sensor::LIN_ACC, ts, lin_acc.size()-1)); } void parseGravity(const uint64_t ts, const std::string& data){ const auto pos1 = data.find(';'); const auto pos2 = data.find(';', pos1+1); const std::string x = data.substr(0, pos1); const std::string y = data.substr(pos1+1, pos2-pos1-1); const std::string z = data.substr(pos2+1); TS elem(ts, GravityData(std::stof(x), std::stof(y), std::stof(z))); gravity.push_back(elem); entries.push_back(Entry(Sensor::GRAVITY, ts, gravity.size()-1)); } void parseAccelerometer(const uint64_t ts, const std::string& data) { const auto pos1 = data.find(';'); const auto pos2 = data.find(';', pos1+1); const std::string x = data.substr(0, pos1); const std::string y = data.substr(pos1+1, pos2-pos1-1); const std::string z = data.substr(pos2+1); TS elem(ts, AccelerometerData(std::stof(x), std::stof(y), std::stof(z))); acc.push_back(elem); entries.push_back(Entry(Sensor::ACC, ts, acc.size()-1)); } void parseGyroscope(const uint64_t ts, const std::string& data) { const auto pos1 = data.find(';'); const auto pos2 = data.find(';', pos1+1); const std::string x = data.substr(0, pos1); const std::string y = data.substr(pos1+1, pos2-pos1-1); const std::string z = data.substr(pos2+1); TS elem(ts, GyroscopeData(std::stof(x), std::stof(y), std::stof(z))); gyro.push_back(elem); entries.push_back(Entry(Sensor::GYRO, ts, gyro.size()-1)); } void parseWiFi(const uint64_t ts, const std::string& data) { std::string tmp = data; // add new wifi reading wifi.push_back(TS(ts, WiFiMeasurements())); entries.push_back(Entry(Sensor::WIFI, ts, wifi.size()-1)); // process all APs while(!tmp.empty()) { auto pos1 = tmp.find(';'); auto pos2 = tmp.find(';', pos1+1); auto pos3 = tmp.find(';', pos2+1); std::string mac = tmp.substr(0, pos1); std::string freq = tmp.substr(pos1+1, pos2); std::string rssi = tmp.substr(pos2+1, pos3); tmp = tmp.substr(pos3); assert(tmp[0] == ';'); tmp = tmp.substr(1); // append AP to current scan-entry WiFiMeasurement e(AccessPoint(mac), std::stoi(rssi), Timestamp::fromMS(ts)); wifi.back().data.entries.push_back(e); } } void parseBeacons(const uint64_t ts, const std::string& data) { const auto pos1 = data.find(';'); const auto pos2 = data.find(';', pos1+1); const auto pos3 = data.find(';', pos2+1); const std::string mac = data.substr(0, pos1); const std::string rssi = data.substr(pos1+1, pos2); const std::string txp = data.substr(pos2+1, pos3); //yes the timestamp is redundant here, but in case of multiusage... TS e(ts, BeaconMeasurement(Timestamp::fromMS(ts), Beacon(mac), std::stoi(rssi))); beacon.push_back(e); entries.push_back(Entry(Sensor::BEACON, ts, beacon.size()-1)); } void parseGroundTruth(const uint64_t ts, const std::string& data) { const auto pos1 = data.find(';'); std::string gtIndex = data.substr(0, pos1); TS elem(ts, std::stoi(gtIndex)); groundTruth.push_back(elem); } void parseBarometer(const uint64_t ts, const std::string& data) { const auto pos1 = data.find(';'); const std::string hPa = data.substr(0, pos1); TS elem(ts, BarometerData(std::stof(hPa))); barometer.push_back(elem); entries.push_back(Entry(Sensor::BARO, ts, barometer.size()-1)); } public: const Interpolator getGroundTruthPath(Floorplan::IndoorMap* map, std::vector gtPath) const { // finde alle positionen der waypoints im gtPath aus map std::unordered_map waypointsMap; for(Floorplan::Floor* f : map->floors){ float h = f->atHeight; for (Floorplan::GroundTruthPoint* gtp : f->gtpoints){ //wenn die gleiche id 2x vergeben wurde, knallt es if(waypointsMap.find(gtp->id) == waypointsMap.end()){ waypointsMap.insert({gtp->id, Point3(gtp->pos.x,gtp->pos.y, h)}); } else{ throw std::string("the floorplan's ground truth contains two points with identical id's!"); } } } // bringe diese in richtige reihenfolge und füge timestamp hinzu Interpolator interpol; int it = 0; for(int id : gtPath){ auto itMap = waypointsMap.find(id); if(itMap == waypointsMap.end()) {throw std::string("waypoint not found in xml");} //the time, when the gt button was clicked on the app uint64_t tsGT = groundTruth[it++].ts; interpol.add(tsGT, itMap->second); } if(gtPath.empty() || waypointsMap.empty() || groundTruth.empty()){ throw std::string("No Ground Truth points found within the map.xml file"); } return interpol; } }; #endif // FILEREADER_H