Files
aiRtrafficNN/Code/cpp/src/adsb-helpers.cpp
T
2025-11-12 12:35:45 +01:00

134 lines
4.5 KiB
C++

#include "adsb-helpers.hpp"
// Extracts the first ts + offset, lat, lon, alt, ias from trace entries
std::vector<std::vector<double>> extract_trace_values(const json& data, double base_ts) {
std::vector<std::vector<double>> result;
if (!data.contains("trace") || !data["trace"].is_array())
return result;
for (const auto& entry : data["trace"]) {
if (!entry.is_array() || entry.size() < 4)
continue;
std::vector<double> values;
// Extract first four values: ts, lat, lon, alt
for (size_t i = 0; i < 4; ++i) {
if (entry[i].is_number()) {
double val = entry[i].get<double>();
if (i == 0) val += base_ts; // apply offset to first value
values.push_back(val);
} else if (i == 3) {
// altitude can be null or "ground"
if (entry[i].is_string()) {
std::string alt_str = entry[i].get<std::string>();
if (alt_str == "ground") {
values.push_back(0.0);
} else {
values.push_back(std::numeric_limits<double>::quiet_NaN());
}
} else {
values.push_back(std::numeric_limits<double>::quiet_NaN());
}
} else {
values.push_back(std::numeric_limits<double>::quiet_NaN());
}
}
// Extract ias if present
if (entry.size() > 12 && entry[12].is_number()) {
values.push_back(entry[12].get<double>());
} else {
values.push_back(std::numeric_limits<double>::quiet_NaN());
}
result.push_back(std::move(values));
}
return result;
}
// Extracts icao, r, t, timestamp into a struct
FlightInfo extract_flight_info(const json& data) {
FlightInfo info;
info.icao = data.value("icao", "");
info.r = data.value("r", "");
info.t = data.value("t", "");
info.timestamp = data.value("timestamp", 0.0);
return info;
}
// Parse JSON from filepath
json parse_json_file(const std::string& filepath) {
gzFile gz_file = gzopen(filepath.c_str(), "rb");
if (!gz_file) {
throw std::runtime_error("Could not open gzipped file: " + filepath);
}
constexpr size_t BUFFER_SIZE = 4096;
char buffer[BUFFER_SIZE];
std::string json_str;
int bytes_read;
while ((bytes_read = gzread(gz_file, buffer, BUFFER_SIZE)) > 0) {
json_str.append(buffer, bytes_read);
}
gzclose(gz_file);
try {
return json::parse(json_str);
} catch (const std::exception& e) {
throw std::runtime_error(std::string("JSON parse error: ") + e.what());
}
}
// Write CSV file
void write_csv(const FlightInfo& info, const std::vector<std::vector<double>>& trace_values, const std::string& output_filepath) {
std::ofstream ofs(output_filepath);
if (!ofs.is_open()) {
throw std::runtime_error("Could not open output file: " + output_filepath);
}
// Write header
ofs << "icao,r,t,timestamp,lat,lon,alt,ias\n";
for (const auto& values : trace_values) {
ofs << info.icao << "," << info.r << "," << info.t;
for (const auto& val : values) {
ofs << "," << std::fixed << std::setprecision(5) << val;
}
ofs << "\n";
}
ofs.close();
}
// Check if values are within realistic bounds
bool check_bounds(const std::vector<double>& values) {
if (values.size() < 4) return false;
double lat = values[1];
double lon = values[2];
double alt = values[3];
// BBOX for Norway
// 3.076172,57.562995,31.728516,71.357067
if (lat < 57.562995 || lat > 71.357067) return false;
if (lon < 3.076172 || lon > 31.728516) return false;
if (alt < 0.0) return false;
return true;
}
void process_adsb_file(const std::string& input_filepath, const std::string& output_filepath) {
json data = parse_json_file(input_filepath);
FlightInfo info = extract_flight_info(data);
std::vector<std::vector<double>> trace_values = extract_trace_values(data, info.timestamp);
// Check if either start or end point is in bounds
bool start_in_bounds = !trace_values.empty() && check_bounds(trace_values.front());
bool end_in_bounds = !trace_values.empty() && check_bounds(trace_values.back());
if (!start_in_bounds && !end_in_bounds) {
return; // Skip writing if neither point is in bounds
}
write_csv(info, trace_values, output_filepath);
}