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authorCiro Nishiguchi <ciro.nishiguchi@ni.com>2018-08-29 15:17:22 -0500
committerMartin Braun <martin.braun@ettus.com>2018-10-11 13:16:22 -0700
commit3fd10e971a6366600ca2627f51ecd2302bcb35d8 (patch)
tree7ef163869f8e4a8775bd3b0f06f9e1f11934a4ba /host/examples/benchmark_streamer.cpp
parent64bbe1e39ca71499074b7af16a8df389b84203fd (diff)
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uhd: Add benchmark_streamer example
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diff --git a/host/examples/benchmark_streamer.cpp b/host/examples/benchmark_streamer.cpp
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+//
+// Copyright 2018 Ettus Research, a National Instruments Company
+//
+// SPDX-License-Identifier: GPL-3.0-or-later
+//
+
+#include <uhd/device3.hpp>
+#include <uhd/convert.hpp>
+#include <uhd/utils/thread.hpp>
+#include <uhd/utils/safe_main.hpp>
+#include <uhd/rfnoc/block_ctrl.hpp>
+#include <uhd/rfnoc/null_block_ctrl.hpp>
+#include <uhd/rfnoc/ddc_block_ctrl.hpp>
+#include <uhd/rfnoc/duc_block_ctrl.hpp>
+#include <boost/program_options.hpp>
+#include <boost/format.hpp>
+#include <iostream>
+#include <iomanip>
+#include <thread>
+#include <chrono>
+
+namespace po = boost::program_options;
+
+void enable_traffic_counters(
+ uhd::property_tree::sptr tree,
+ uhd::fs_path noc_block_root
+) {
+ tree->access<uint64_t>(noc_block_root/"traffic_counter/enable").set(true);
+}
+
+void disable_traffic_counters(
+ uhd::property_tree::sptr tree,
+ uhd::fs_path noc_block_root
+) {
+ tree->access<uint64_t>(noc_block_root/"traffic_counter/enable").set(false);
+}
+
+struct traffic_counter_values {
+ uint64_t clock_cycles;
+
+ uint64_t xbar_to_shell_last;
+ uint64_t xbar_to_shell_valid;
+ uint64_t xbar_to_shell_ready;
+
+ uint64_t shell_to_xbar_last;
+ uint64_t shell_to_xbar_valid;
+ uint64_t shell_to_xbar_ready;
+
+ uint64_t shell_to_ce_last;
+ uint64_t shell_to_ce_valid;
+ uint64_t shell_to_ce_ready;
+
+ uint64_t ce_to_shell_last;
+ uint64_t ce_to_shell_valid;
+ uint64_t ce_to_shell_ready;
+};
+
+traffic_counter_values read_traffic_counters(
+ uhd::property_tree::sptr tree,
+ uhd::fs_path noc_block_root
+) {
+ uhd::fs_path root = noc_block_root/"traffic_counter";
+
+ traffic_counter_values vals;
+ vals.clock_cycles = tree->access<uint64_t>(root/"bus_clock_ticks").get();
+
+ vals.xbar_to_shell_last = tree->access<uint64_t>(root/"xbar_to_shell_last").get();
+ vals.xbar_to_shell_valid = tree->access<uint64_t>(root/"xbar_to_shell_valid").get();
+ vals.xbar_to_shell_ready = tree->access<uint64_t>(root/"xbar_to_shell_ready").get();
+
+ vals.shell_to_xbar_last = tree->access<uint64_t>(root/"shell_to_xbar_last").get();
+ vals.shell_to_xbar_valid = tree->access<uint64_t>(root/"shell_to_xbar_valid").get();
+ vals.shell_to_xbar_ready = tree->access<uint64_t>(root/"shell_to_xbar_ready").get();
+
+ vals.shell_to_ce_last = tree->access<uint64_t>(root/"shell_to_ce_last").get();
+ vals.shell_to_ce_valid = tree->access<uint64_t>(root/"shell_to_ce_valid").get();
+ vals.shell_to_ce_ready = tree->access<uint64_t>(root/"shell_to_ce_ready").get();
+
+ vals.ce_to_shell_last = tree->access<uint64_t>(root/"ce_to_shell_last").get();
+ vals.ce_to_shell_valid = tree->access<uint64_t>(root/"ce_to_shell_valid").get();
+ vals.ce_to_shell_ready = tree->access<uint64_t>(root/"ce_to_shell_ready").get();
+
+ return vals;
+}
+
+void print_traffic_counters(
+ const traffic_counter_values& vals
+) {
+ std::cout << "Clock cycles: " << vals.clock_cycles << std::endl;
+
+ std::cout << "Xbar to shell last: " << vals.xbar_to_shell_last << std::endl;
+ std::cout << "Xbar to shell valid: " << vals.xbar_to_shell_valid << std::endl;
+ std::cout << "Xbar to shell ready: " << vals.xbar_to_shell_ready << std::endl;
+
+ std::cout << "Shell to xbar last: " << vals.shell_to_xbar_last << std::endl;
+ std::cout << "Shell to xbar valid: " << vals.shell_to_xbar_valid << std::endl;
+ std::cout << "Shell to xbar ready: " << vals.shell_to_xbar_ready << std::endl;
+
+ std::cout << "Shell to CE last: " << vals.shell_to_ce_last << std::endl;
+ std::cout << "Shell to CE valid: " << vals.shell_to_ce_valid << std::endl;
+ std::cout << "Shell to CE ready: " << vals.shell_to_ce_ready << std::endl;
+
+ std::cout << "CE to shell last: " << vals.ce_to_shell_last << std::endl;
+ std::cout << "CE to shell valid: " << vals.ce_to_shell_valid << std::endl;
+ std::cout << "CE to shell ready: " << vals.ce_to_shell_ready << std::endl;
+}
+
+void print_rx_statistics(
+ const traffic_counter_values& vals,
+ const double bus_clk_freq
+) {
+ double bus_time_elapsed = vals.clock_cycles / bus_clk_freq;
+ uint64_t num_ce_packets_read = vals.ce_to_shell_last;
+ uint64_t num_ce_samples_read = (vals.ce_to_shell_valid - num_ce_packets_read)*2;
+
+ uint64_t num_non_data_packets_read = vals.shell_to_xbar_last - num_ce_packets_read;
+ double rx_data_packet_ratio = (double)num_ce_packets_read/num_non_data_packets_read;
+
+ double calculated_throughput = num_ce_samples_read/bus_time_elapsed;
+
+ std::cout << "Time elapsed: " << bus_time_elapsed << " s" << std::endl;
+ std::cout << "Samples read: " << num_ce_samples_read << std::endl;
+ std::cout << "Data packets read: " << num_ce_packets_read << std::endl;
+ std::cout << "RX data packet ratio: " << rx_data_packet_ratio << " data to non-data packets" << std::endl;
+ std::cout << "Calculated throughput: " << calculated_throughput/1e6 << " Msps" << std::endl;
+}
+
+void print_tx_statistics(
+ const traffic_counter_values& vals,
+ const double bus_clk_freq
+) {
+ double bus_time_elapsed = vals.clock_cycles / bus_clk_freq;
+ uint64_t num_ce_packets_written = vals.shell_to_ce_last;
+ uint64_t num_ce_samples_written = (vals.shell_to_ce_valid - num_ce_packets_written)*2;
+
+ uint64_t num_non_data_packets_written = vals.xbar_to_shell_last - num_ce_packets_written;
+ double tx_data_packet_ratio = (double)num_ce_packets_written/num_non_data_packets_written;
+
+ double calculated_throughput = num_ce_samples_written/bus_time_elapsed;
+
+ std::cout << "Time elapsed: " << bus_time_elapsed << " s" << std::endl;
+ std::cout << "Samples written: " << num_ce_samples_written << std::endl;
+ std::cout << "Data packets written: " << num_ce_packets_written << std::endl;
+ std::cout << "TX data packet ratio: " << tx_data_packet_ratio << " data to non-data packets" << std::endl;
+ std::cout << "Calculated throughput: " << calculated_throughput/1e6 << " Msps" << std::endl;
+}
+
+void print_utilization_statistics(
+ const traffic_counter_values& vals
+) {
+ double rx_data_cycles = vals.ce_to_shell_valid - vals.ce_to_shell_last;
+ double rx_idle_cycles = vals.clock_cycles - vals.shell_to_xbar_valid;
+ double rx_data_header_cycles = vals.ce_to_shell_last;
+ double rx_other_cycles = vals.shell_to_xbar_valid - vals.ce_to_shell_valid;
+
+ double rx_data_util = rx_data_cycles / vals.clock_cycles*100;
+ double rx_idle_util = rx_idle_cycles / vals.clock_cycles*100;
+ double rx_data_header_util = rx_data_header_cycles / vals.clock_cycles * 100;
+ double rx_other_util = rx_other_cycles / vals.clock_cycles * 100;
+
+ std::cout << "RX utilization:" << std::endl;
+ std::cout << " data: " << rx_data_util << " %" << std::endl;
+ std::cout << " idle: " << rx_idle_util << " %" << std::endl;
+ std::cout << " data header: " << rx_data_header_util << " %" << std::endl;
+ std::cout << " other: " << rx_other_util << " % (flow control, register I/O)" << std::endl;
+ std::cout << std::endl;
+
+ double tx_data_cycles = vals.shell_to_ce_valid - vals.shell_to_ce_last;
+ double tx_idle_cycles = vals.clock_cycles - vals.xbar_to_shell_valid;
+ double tx_data_header_cycles = vals.shell_to_ce_last;
+ double tx_other_cycles = vals.xbar_to_shell_valid - vals.shell_to_ce_valid;
+
+ double tx_data_util = tx_data_cycles / vals.clock_cycles*100;
+ double tx_idle_util = tx_idle_cycles / vals.clock_cycles*100;
+ double tx_data_header_util = tx_data_header_cycles / vals.clock_cycles * 100;
+ double tx_other_util = tx_other_cycles / vals.clock_cycles * 100;
+
+ std::cout << "TX utilization:" << std::endl;
+ std::cout << " data: " << tx_data_util << " %" << std::endl;
+ std::cout << " idle: " << tx_idle_util << " %" << std::endl;
+ std::cout << " data header: " << tx_data_header_util << " %" << std::endl;
+ std::cout << " other: " << tx_other_util << " % (flow control, register I/O)" << std::endl;
+}
+
+void benchmark_rx_streamer(
+ uhd::device3::sptr usrp,
+ const std::string& nullid,
+ const std::string& fifoid,
+ const std::string& ddcid,
+ const double ddc_decim,
+ const double duration,
+ const size_t spp,
+ const std::string& format,
+ const double bus_clk_freq
+) {
+ usrp->clear();
+
+ // Configure rfnoc
+ std::string endpoint_id = nullid;
+ auto rx_graph = usrp->create_graph("rx_graph");
+ if (not ddcid.empty()) {
+ rx_graph->connect(endpoint_id, ddcid);
+ endpoint_id = ddcid;
+ }
+
+ if (not fifoid.empty()) {
+ rx_graph->connect(endpoint_id, fifoid);
+ endpoint_id = fifoid;
+ }
+
+ // Configure streamer
+ uhd::stream_args_t stream_args(format, "sc16");
+ stream_args.args["block_id"] = endpoint_id;
+ if (spp != 0) {
+ stream_args.args["spp"] = std::to_string(spp);
+ }
+ uhd::rx_streamer::sptr rx_stream = usrp->get_rx_stream(stream_args);
+
+ // Allocate buffer
+ const size_t cpu_bytes_per_item = uhd::convert::get_bytes_per_item(stream_args.cpu_format);
+ const size_t otw_bytes_per_item = uhd::convert::get_bytes_per_item(stream_args.otw_format);
+ const size_t samps_per_packet = rx_stream->get_max_num_samps();
+ std::vector<uint8_t> buffer(samps_per_packet*cpu_bytes_per_item);
+ std::vector<void *> buffers;
+ buffers.push_back(&buffer.front());
+
+ // Configure null source
+ auto null_src_ctrl = usrp->get_block_ctrl<uhd::rfnoc::null_block_ctrl>(nullid);
+ null_src_ctrl->set_arg<int>("line_rate", 0);
+ null_src_ctrl->set_arg<int>("bpp", samps_per_packet*otw_bytes_per_item);
+
+ // Configure DDC
+ if (not ddcid.empty()) {
+ auto ddc_ctrl = usrp->get_block_ctrl<uhd::rfnoc::ddc_block_ctrl>(ddcid);
+ ddc_ctrl->set_arg<double>("input_rate", 1, 0);
+ ddc_ctrl->set_arg<double>("output_rate", 1/ddc_decim, 0);
+ double actual_rate = ddc_ctrl->get_arg<double>("output_rate", 0);
+ std::cout << "Actual DDC decimation: " << 1/actual_rate << std::endl;
+ }
+
+ enable_traffic_counters(
+ usrp->get_tree(), null_src_ctrl->get_block_id().get_tree_root());
+
+ // Stream some packets
+ uhd::stream_cmd_t stream_cmd(uhd::stream_cmd_t::STREAM_MODE_START_CONTINUOUS);
+ stream_cmd.stream_now = true;
+ rx_stream->issue_stream_cmd(stream_cmd);
+
+ const std::chrono::duration<double> requested_duration(duration);
+ const auto start_time = std::chrono::steady_clock::now();
+ auto current_time = start_time;
+
+ uint64_t num_rx_samps = 0;
+ uint64_t num_rx_packets = 0;
+ uhd::rx_metadata_t md;
+
+ while (current_time - start_time < requested_duration) {
+ const size_t packets_per_iteration = 1000;
+
+ for (size_t i = 0; i < packets_per_iteration; i++){
+ num_rx_samps += rx_stream->recv(buffers, samps_per_packet, md, 1.0);
+
+ if (md.error_code != uhd::rx_metadata_t::ERROR_CODE_NONE) {
+ if (md.error_code == uhd::rx_metadata_t::ERROR_CODE_OVERFLOW) {
+ continue;
+ }
+ else if (md.error_code != uhd::rx_metadata_t::ERROR_CODE_TIMEOUT) {
+ std::cout << "[ERROR] Receive timeout, aborting." << std::endl;
+ break;
+ }
+ else {
+ std::cout << std::string("[ERROR] Receiver error: ")
+ << md.strerror() << std::endl;
+ break;
+ }
+ }
+ }
+ num_rx_packets += packets_per_iteration;
+ current_time = std::chrono::steady_clock::now();
+ }
+
+ disable_traffic_counters(
+ usrp->get_tree(), null_src_ctrl->get_block_id().get_tree_root());
+
+ rx_stream->issue_stream_cmd(uhd::stream_cmd_t::STREAM_MODE_STOP_CONTINUOUS);
+
+ traffic_counter_values vals = read_traffic_counters(
+ usrp->get_tree(), null_src_ctrl->get_block_id().get_tree_root());
+
+ std::cout << "------------------------------------------------------------------" << std::endl;
+ std::cout << "------------------- Benchmarking rx stream -----------------------" << std::endl;
+ std::cout << "------------------------------------------------------------------" << std::endl;
+ std::cout << "RX samples per packet: " << samps_per_packet << std::endl;
+
+ std::cout << std::endl;
+ std::cout << "------------------ Traffic counter values ------------------------" << std::endl;
+ print_traffic_counters(vals);
+
+ std::cout << std::endl;
+ std::cout << "------------ Values calculated from traffic counters -------------" << std::endl;
+ print_rx_statistics(vals, bus_clk_freq);
+ std::cout << std::endl;
+ print_utilization_statistics(vals);
+
+ const std::chrono::duration<double> elapsed_time(current_time-start_time);
+
+ std::cout << std::endl;
+ std::cout << "--------------------- Host measurements --------------------------" << std::endl;
+ std::cout << "Time elapsed: " << elapsed_time.count() << " s" << std::endl;
+ std::cout << "Samples read: " << num_rx_samps << std::endl;
+ std::cout << "Data packets read: " << num_rx_packets << std::endl;
+ std::cout << "Calculated throughput: " << num_rx_samps/elapsed_time.count()/1e6 << " Msps" << std::endl;
+}
+
+void benchmark_tx_streamer(
+ uhd::device3::sptr usrp,
+ const std::string& nullid,
+ const std::string& fifoid,
+ const std::string& ducid,
+ const double duc_interp,
+ const double duration,
+ const size_t spp,
+ const std::string& format,
+ const double bus_clk_freq
+) {
+ usrp->clear();
+
+ // Configure rfnoc
+ std::string endpoint_id = nullid;
+ auto tx_graph = usrp->create_graph("tx_graph");
+ if (not ducid.empty()) {
+ tx_graph->connect(ducid, endpoint_id);
+ endpoint_id = ducid;
+ }
+
+ if (not fifoid.empty()) {
+ tx_graph->connect(fifoid, endpoint_id);
+ endpoint_id = fifoid;
+ }
+ // Configure streamer
+ uhd::stream_args_t stream_args(format, "sc16");
+ stream_args.args["block_id"] = endpoint_id;
+ if (spp != 0) {
+ stream_args.args["spp"] = std::to_string(spp);
+ }
+ uhd::tx_streamer::sptr tx_stream = usrp->get_tx_stream(stream_args);
+
+ // Allocate buffer
+ const size_t cpu_bytes_per_item = uhd::convert::get_bytes_per_item(stream_args.cpu_format);
+ const size_t samps_per_packet = tx_stream->get_max_num_samps();
+ std::vector<uint8_t> buffer(samps_per_packet*cpu_bytes_per_item);
+ std::vector<void *> buffers;
+ buffers.push_back(&buffer.front());
+
+ // Configure null sink
+ auto null_sink_ctrl = usrp->get_block_ctrl<uhd::rfnoc::null_block_ctrl>(nullid);
+ null_sink_ctrl->set_arg<int>("line_rate", 0);
+
+ // Configure DUC
+ if (not ducid.empty()) {
+ auto duc_ctrl = usrp->get_block_ctrl<uhd::rfnoc::duc_block_ctrl>(ducid);
+ duc_ctrl->set_arg<double>("output_rate", 1, 0);
+ duc_ctrl->set_arg<double>("input_rate", 1/duc_interp, 0);
+ double actual_rate = duc_ctrl->get_arg<double>("input_rate", 0);
+ std::cout << "Actual DUC interpolation: " << 1/actual_rate << std::endl;
+ }
+
+ enable_traffic_counters(
+ usrp->get_tree(), null_sink_ctrl->get_block_id().get_tree_root());
+
+ // Stream some packets
+ uint64_t num_tx_samps = 0;
+ uint64_t num_tx_packets = 0;
+ uhd::tx_metadata_t md;
+
+ const std::chrono::duration<double> requested_duration(duration);
+ const auto start_time = std::chrono::steady_clock::now();
+ auto current_time = start_time;
+
+ while (current_time - start_time < requested_duration) {
+ const size_t packets_per_iteration = 1000;
+
+ for (size_t i = 0; i < packets_per_iteration; i++){
+ num_tx_samps += tx_stream->send(buffers, samps_per_packet, md);
+ }
+
+ num_tx_packets += packets_per_iteration;
+ current_time = std::chrono::steady_clock::now();
+ }
+
+ disable_traffic_counters(
+ usrp->get_tree(), null_sink_ctrl->get_block_id().get_tree_root());
+
+ // Stop
+ md.end_of_burst = true;
+ tx_stream->send(buffers, 0, md);
+
+ traffic_counter_values vals = read_traffic_counters(
+ usrp->get_tree(), null_sink_ctrl->get_block_id().get_tree_root());
+
+ std::cout << "------------------------------------------------------------------" << std::endl;
+ std::cout << "------------------- Benchmarking tx stream -----------------------" << std::endl;
+ std::cout << "------------------------------------------------------------------" << std::endl;
+ std::cout << "TX samples per packet: " << samps_per_packet << std::endl;
+
+ std::cout << std::endl;
+ std::cout << "------------------ Traffic counter values ------------------------" << std::endl;
+ print_traffic_counters(vals);
+
+ std::cout << std::endl;
+ std::cout << "------------ Values calculated from traffic counters -------------" << std::endl;
+ print_tx_statistics(vals, bus_clk_freq);
+ std::cout << std::endl;
+ print_utilization_statistics(vals);
+
+ const std::chrono::duration<double> elapsed_time(current_time-start_time);
+
+ std::cout << std::endl;
+ std::cout << "--------------------- Host measurements --------------------------" << std::endl;
+ std::cout << "Time elapsed: " << elapsed_time.count() << " s" << std::endl;
+ std::cout << "Samples written: " << num_tx_samps << std::endl;
+ std::cout << "Data packets written: " << num_tx_packets << std::endl;
+ std::cout << "Calculated throughput: " << num_tx_samps/elapsed_time.count()/1e6 << " Msps" << std::endl;
+}
+
+int UHD_SAFE_MAIN(int argc, char *argv[]){
+ //variables to be set by po
+ std::string args, format, nullid, fifoid, ddcid, ducid;
+ double rx_duration, tx_duration, ddc_decim, duc_interp, bus_clk_freq;
+ size_t spp;
+
+ //setup the program options
+ po::options_description desc("Allowed options");
+ desc.add_options()
+ ("help", "help message")
+ ("args", po::value<std::string>(&args)->default_value(""), "single uhd device address args")
+ ("rx_duration", po::value<double>(&rx_duration)->default_value(0.0), "duration for the rx test in seconds")
+ ("tx_duration", po::value<double>(&tx_duration)->default_value(0.0), "duration for the tx test in seconds")
+ ("spp", po::value<size_t>(&spp)->default_value(0), "samples per packet (on FPGA and wire)")
+ ("format", po::value<std::string>(&format)->default_value("sc16"), "Host sample type: sc16, fc32, or fc64")
+ ("nullid", po::value<std::string>(&nullid)->default_value("0/NullSrcSink_0"), "The block ID for the null source.")
+ ("fifoid", po::value<std::string>(&fifoid)->default_value(""), "Optional: The block ID for a FIFO.")
+ ("ddcid", po::value<std::string>(&ddcid)->default_value(""), "Optional: The block ID for a DDC for the RX stream.")
+ ("ddc_decim", po::value<double>(&ddc_decim)->default_value(1), "DDC decimation, between 1 and max decimation (default: 1, no decimation)")
+ ("ducid", po::value<std::string>(&ducid)->default_value(""), "Optional: The block ID for a DUC for the TX stream.")
+ ("duc_interp", po::value<double>(&duc_interp)->default_value(1), "Rate of DUC, between 1 and max interpolation (default: 1, no interpolation)")
+ ("bus_clk_freq", po::value<double>(&bus_clk_freq)->default_value(187.5e6), "Bus clock frequency for throughput calculation (default: 187.5e6)")
+ ;
+ po::variables_map vm;
+ po::store(po::parse_command_line(argc, argv, desc), vm);
+ po::notify(vm);
+
+ //print the help message
+ if (vm.count("help") or (rx_duration == 0.0 and tx_duration == 0.0)) {
+ std::cout << boost::format("UHD - Benchmark Streamer") << std::endl;
+ std::cout <<
+ " Benchmark streamer connects a null source to a streamer and\n"
+ " measures maximum throughput.\n\n"
+ " Specify --rx_duration=<seconds> to run benchmark of rx streamer.\n"
+ " Specify --tx_duration=<seconds> to run benchmark of tx streamer.\n"
+ << std::endl << desc << std::endl;
+ return EXIT_SUCCESS;
+ }
+
+ uhd::set_thread_priority_safe();
+
+ std::cout << boost::format("Creating the usrp device with: %s...") % args << std::endl;
+ uhd::device3::sptr usrp = uhd::device3::make(args);
+
+ // Check the block ids
+ if (not usrp->has_block(nullid)) {
+ std::cout << "[Error] Device has no null source/sink block." << std::endl;
+ return EXIT_FAILURE;
+ }
+
+ if (not fifoid.empty() and not usrp->has_block(fifoid)) {
+ std::cout << "[Error] Invalid FIFO ID." << std::endl;
+ return EXIT_FAILURE;
+ }
+
+ if (not ddcid.empty() and not usrp->has_block(ddcid)) {
+ std::cout << "[Error] Invalid DDC ID." << std::endl;
+ return EXIT_FAILURE;
+ }
+
+ if (rx_duration != 0.0) {
+ benchmark_rx_streamer(usrp, nullid, fifoid, ddcid, ddc_decim,
+ rx_duration, spp, format, bus_clk_freq);
+ }
+
+ if (tx_duration != 0.0) {
+ benchmark_tx_streamer(usrp, nullid, fifoid, ducid, duc_interp,
+ tx_duration, spp, format, bus_clk_freq);
+ }
+
+ return EXIT_SUCCESS;
+}