/** * Copyright 2013-2022 Software Radio Systems Limited * * This file is part of srsRAN. * * srsRAN is free software: you can redistribute it and/or modify * it under the terms of the GNU Affero General Public License as * published by the Free Software Foundation, either version 3 of * the License, or (at your option) any later version. * * srsRAN is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU Affero General Public License for more details. * * A copy of the GNU Affero General Public License can be found in * the LICENSE file in the top-level directory of this distribution * and at http://www.gnu.org/licenses/. * */ #include "srsue/hdr/metrics_csv.h" #include #include #include #include #include #include #include #include using namespace std; namespace srsue { metrics_csv::metrics_csv(std::string filename, bool append_) { std::ios_base::openmode flags = std::ios_base::out; if (append_) { // check if file exists ifstream f(filename.c_str()); if (f.good()) { file_exists = true; flags |= std::ios_base::app; } } file.open(filename.c_str(), flags); } metrics_csv::~metrics_csv() { stop(); } void metrics_csv::set_ue_handle(ue_metrics_interface* ue_) { std::lock_guard lock(mutex); ue = ue_; } void metrics_csv::set_flush_period(const uint32_t flush_period_sec_) { std::lock_guard lock(mutex); flush_period_sec = flush_period_sec_; } void metrics_csv::stop() { std::unique_lock lock(mutex); if (file.is_open()) { file << "#eof\n"; file.flush(); file.close(); } } void metrics_csv::set_metrics_helper(const srsran::rf_metrics_t& rf, const srsran::sys_metrics_t& sys, const phy_metrics_t& phy, const mac_metrics_t mac[SRSRAN_MAX_CARRIERS], const rrc_metrics_t& rrc, const uint32_t cc, const uint32_t r) { if (not file.is_open()) { return; } file << time_ms << ";"; // CC and PCI file << cc << ";"; file << phy.info[r].dl_earfcn << ";"; file << phy.info[r].pci << ";"; // Print PHY metrics for first CC file << float_to_string(phy.ch[r].rsrp, 2); file << float_to_string(phy.ch[r].pathloss, 2); file << float_to_string(phy.sync[r].cfo, 2); // Find strongest neighbour for this EARFCN (cells are ordered) bool has_neighbour = false; for (auto& c : rrc.neighbour_cells) { if (c.earfcn == phy.info[r].dl_earfcn && c.pci != phy.info[r].pci) { file << c.pci << ";"; file << float_to_string(c.rsrp, 2); file << float_to_string(c.cfo_hz, 2); has_neighbour = true; break; } } if (!has_neighbour) { file << "n/a;"; file << "n/a;"; file << "n/a;"; } file << float_to_string(phy.dl[r].mcs, 2); file << float_to_string(phy.ch[r].sinr, 2); file << float_to_string(phy.dl[r].fec_iters, 2); if (mac[r].rx_brate > 0) { file << float_to_string(mac[r].rx_brate / (mac[r].nof_tti * 1e-3), 2); } else { file << float_to_string(0, 2); } int rx_pkts = mac[r].rx_pkts; int rx_errors = mac[r].rx_errors; if (rx_pkts > 0) { file << float_to_string((float)100 * rx_errors / rx_pkts, 1); } else { file << float_to_string(0, 2); } file << float_to_string(phy.sync[r].ta_us, 2); file << float_to_string(phy.sync[r].distance_km, 2); file << float_to_string(phy.sync[r].speed_kmph, 2); file << float_to_string(phy.ul[r].mcs, 2); file << float_to_string((float)mac[r].ul_buffer, 2); if (mac[r].tx_brate > 0) { file << float_to_string(mac[r].tx_brate / (mac[r].nof_tti * 1e-3), 2); } else { file << float_to_string(0, 2); } // Sum UL BLER for all CCs int tx_pkts = mac[r].tx_pkts; int tx_errors = mac[r].tx_errors; if (tx_pkts > 0) { file << float_to_string((float)100 * tx_errors / tx_pkts, 1); } else { file << float_to_string(0, 2); } file << float_to_string(rf.rf_o, 2); file << float_to_string(rf.rf_u, 2); file << float_to_string(rf.rf_l, 2); file << (rrc.state == RRC_STATE_CONNECTED ? "1.0" : "0.0") << ";"; // Write system metrics. const srsran::sys_metrics_t& m = sys; file << float_to_string(m.process_realmem, 2); file << std::to_string(m.process_realmem_kB) << ";"; file << std::to_string(m.process_virtualmem_kB) << ";"; file << float_to_string(m.system_mem, 2); file << float_to_string(m.process_cpu_usage, 2); file << std::to_string(m.thread_count) << ";"; // Write the cpu metrics. for (uint32_t i = 0, e = m.cpu_count, last_cpu_index = e - 1; i != e; ++i) { file << float_to_string(m.cpu_load[i], 2, (i != last_cpu_index)); } file << "\n"; } void metrics_csv::set_metrics(const ue_metrics_t& metrics, const uint32_t period_usec) { std::unique_lock lock(mutex); time_ms += period_usec / 1000; if (file.is_open() && ue != NULL) { if (n_reports == 0 && !file_exists) { file << "time;cc;earfcn;pci;rsrp;pl;cfo;pci_neigh;rsrp_neigh;cfo_neigh;dl_mcs;dl_snr;dl_turbo;dl_brate;dl_bler;" "ul_ta;distance_km;speed_kmph;ul_mcs;ul_buff;ul_brate;ul_" "bler;" "rf_o;rf_" "u;rf_l;is_attached;" "proc_rmem;proc_rmem_kB;proc_vmem_kB;sys_mem;sys_load;thread_count"; // Add the cores. for (uint32_t i = 0, e = metrics.sys.cpu_count; i != e; ++i) { file << ";cpu_" << std::to_string(i); } // Add the new line. file << "\n"; } // Metrics for LTE carrier for (uint32_t r = 0; r < metrics.phy.nof_active_cc; r++) { set_metrics_helper(metrics.rf, metrics.sys, metrics.phy, metrics.stack.mac, metrics.stack.rrc, r, r); } // Metrics for NR carrier for (uint32_t r = 0; r < metrics.phy_nr.nof_active_cc; r++) { set_metrics_helper(metrics.rf, metrics.sys, metrics.phy_nr, metrics.stack.mac_nr, metrics.stack.rrc, metrics.phy.nof_active_cc + r, // NR carrier offset r); } n_reports++; if (flush_period_sec > 0) { flush_time_ms += period_usec / 1000; if (flush_time_ms / 1000 >= flush_period_sec) { file.flush(); flush_time_ms -= flush_period_sec * 1000; } } } else { std::cout << "couldn't write CSV file." << std::endl; } } std::string metrics_csv::float_to_string(float f, int digits, bool add_semicolon) { std::ostringstream os; const int precision = (f == 0.0) ? digits - 1 : digits - log10f(fabs(f)) - 2 * DBL_EPSILON; os << std::fixed << std::setprecision(precision) << f; if (add_semicolon) os << ';'; return os.str(); } } // namespace srsue