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			740 lines
		
	
	
	
		
			22 KiB
		
	
	
	
		
			C++
		
	
	
	
	
	
			
		
		
	
	
			740 lines
		
	
	
	
		
			22 KiB
		
	
	
	
		
			C++
		
	
	
	
	
	
#include <scwx/wsr88d/ar2v_file.hpp>
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#include <scwx/wsr88d/rda/digital_radar_data.hpp>
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#include <scwx/wsr88d/rda/level2_message_factory.hpp>
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#include <scwx/wsr88d/rda/rda_types.hpp>
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#include <scwx/util/logger.hpp>
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#include <scwx/util/rangebuf.hpp>
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#include <scwx/util/time.hpp>
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#include <scwx/common/geographic.hpp>
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#include <fstream>
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#include <sstream>
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#if defined(_MSC_VER)
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#   pragma warning(push)
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#   pragma warning(disable : 4702)
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#endif
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#if defined(__GNUC__)
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#   pragma GCC diagnostic push
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#   pragma GCC diagnostic ignored "-Wdeprecated-copy"
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#endif
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#include <boost/algorithm/string/trim.hpp>
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#include <boost/iostreams/copy.hpp>
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#include <boost/iostreams/filtering_streambuf.hpp>
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#include <boost/iostreams/filter/bzip2.hpp>
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#include <fmt/chrono.h>
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#if defined(__GNUC__)
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#   pragma GCC diagnostic pop
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#endif
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#if defined(_MSC_VER)
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#   pragma warning(pop)
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#endif
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namespace scwx
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{
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namespace wsr88d
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{
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static const std::string logPrefix_ = "scwx::wsr88d::ar2v_file";
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static const auto        logger_    = util::Logger::Create(logPrefix_);
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class Ar2vFileImpl
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{
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public:
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   explicit Ar2vFileImpl() {};
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   ~Ar2vFileImpl() = default;
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   std::size_t DecompressLDMRecords(std::istream& is);
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   void        HandleMessage(std::shared_ptr<rda::Level2Message>& message);
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   void        IndexFile();
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   void        ParseLDMRecords();
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   void        ParseLDMRecord(std::istream& is);
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   void ProcessRadarData(const std::shared_ptr<rda::GenericRadarData>& message);
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   std::string   tapeFilename_ {};
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   std::string   extensionNumber_ {};
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   std::uint32_t julianDate_ {0};
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   std::uint32_t milliseconds_ {0};
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   std::string   icao_ {};
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   std::size_t messageCount_ {0};
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   std::shared_ptr<rda::VolumeCoveragePatternData>              vcpData_ {};
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   std::map<std::uint16_t, std::shared_ptr<rda::ElevationScan>> radarData_ {};
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   std::map<rda::DataBlockType,
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            std::map<float,
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                     std::map<std::chrono::system_clock::time_point,
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                              std::shared_ptr<rda::ElevationScan>>>>
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      index_ {};
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   std::list<std::stringstream> rawRecords_ {};
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};
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Ar2vFile::Ar2vFile() : p(std::make_unique<Ar2vFileImpl>()) {}
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Ar2vFile::~Ar2vFile() = default;
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Ar2vFile::Ar2vFile(Ar2vFile&&) noexcept            = default;
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Ar2vFile& Ar2vFile::operator=(Ar2vFile&&) noexcept = default;
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std::uint32_t Ar2vFile::julian_date() const
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{
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   return p->julianDate_;
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}
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std::uint32_t Ar2vFile::milliseconds() const
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{
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   return p->milliseconds_;
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}
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std::string Ar2vFile::icao() const
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{
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   return p->icao_;
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}
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std::size_t Ar2vFile::message_count() const
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{
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   return p->messageCount_;
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}
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std::chrono::system_clock::time_point Ar2vFile::start_time() const
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{
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   return util::TimePoint(p->julianDate_, p->milliseconds_);
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}
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std::chrono::system_clock::time_point Ar2vFile::end_time() const
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{
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   std::chrono::system_clock::time_point endTime {};
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   if (p->radarData_.size() > 0)
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   {
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      std::shared_ptr<rda::GenericRadarData> lastRadial =
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         p->radarData_.crbegin()->second->crbegin()->second;
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      endTime = util::TimePoint(lastRadial->modified_julian_date(),
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                                lastRadial->collection_time());
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   }
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   return endTime;
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}
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std::map<std::uint16_t, std::shared_ptr<rda::ElevationScan>>
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Ar2vFile::radar_data() const
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{
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   return p->radarData_;
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}
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std::shared_ptr<const rda::VolumeCoveragePatternData> Ar2vFile::vcp_data() const
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{
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   return p->vcpData_;
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}
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std::tuple<std::shared_ptr<rda::ElevationScan>, float, std::vector<float>>
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Ar2vFile::GetElevationScan(rda::DataBlockType                    dataBlockType,
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                           float                                 elevation,
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                           std::chrono::system_clock::time_point time) const
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{
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   logger_->trace("GetElevationScan: {} degrees", elevation);
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   std::shared_ptr<rda::ElevationScan> elevationScan = nullptr;
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   float                               elevationCut  = 0.0f;
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   std::vector<float>                  elevationCuts;
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   if (p->index_.contains(dataBlockType))
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   {
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      auto& scans = p->index_.at(dataBlockType);
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      float lowerBound = scans.cbegin()->first;
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      float upperBound = scans.crbegin()->first;
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      // Find closest elevation match
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      for (auto& scan : scans)
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      {
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         if (scan.first > lowerBound && scan.first <= elevation)
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         {
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            lowerBound = scan.first;
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         }
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         if (scan.first < upperBound && scan.first >= elevation)
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         {
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            upperBound = scan.first;
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         }
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         elevationCuts.push_back(scan.first);
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      }
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      const float lowerDelta = std::abs(elevation - lowerBound);
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      const float upperDelta = std::abs(elevation - upperBound);
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      // Select closest elevation match
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      elevationCut = (lowerDelta < upperDelta) ? lowerBound : upperBound;
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      // Select closest time match, not newer than the selected time
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      std::chrono::system_clock::time_point foundTime {};
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      auto& elevationScans = scans.at(elevationCut);
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      for (auto& scan : elevationScans)
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      {
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         auto scanTime = std::chrono::floor<std::chrono::seconds>(scan.first);
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         if (elevationScan == nullptr ||
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             ((scanTime <= time ||
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               time == std::chrono::system_clock::time_point {}) &&
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              scanTime > foundTime))
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         {
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            elevationScan = scan.second;
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            foundTime     = scanTime;
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         }
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      }
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   }
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   return std::tie(elevationScan, elevationCut, elevationCuts);
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}
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bool Ar2vFile::LoadFile(const std::string& filename)
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{
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   logger_->debug("LoadFile: {}", filename);
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   bool fileValid = true;
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   std::ifstream f(filename, std::ios_base::in | std::ios_base::binary);
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   if (!f.good())
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   {
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      logger_->warn("Could not open file for reading: {}", filename);
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      fileValid = false;
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   }
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   if (fileValid)
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   {
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      fileValid = LoadData(f);
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   }
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   return fileValid;
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}
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bool Ar2vFile::LoadData(std::istream& is)
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{
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   logger_->debug("Loading Data");
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   bool dataValid = true;
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   // Read Volume Header Record
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   p->tapeFilename_.resize(9, ' ');
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   p->extensionNumber_.resize(3, ' ');
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   p->icao_.resize(4, ' ');
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   is.read(&p->tapeFilename_[0], 9);
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   is.read(&p->extensionNumber_[0], 3);
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   is.read(reinterpret_cast<char*>(&p->julianDate_), 4);
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   is.read(reinterpret_cast<char*>(&p->milliseconds_), 4);
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   is.read(&p->icao_[0], 4);
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   p->julianDate_   = ntohl(p->julianDate_);
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   p->milliseconds_ = ntohl(p->milliseconds_);
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   if (is.eof())
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   {
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      logger_->warn("Could not read Volume Header Record");
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      dataValid = false;
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   }
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   // Trim spaces and null characters from the end of the ICAO
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   boost::trim_right_if(p->icao_,
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                        [](char x) { return std::isspace(x) || x == '\0'; });
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   if (dataValid)
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   {
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      auto timePoint = util::TimePoint(p->julianDate_, p->milliseconds_);
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      logger_->debug("Filename:  {}", p->tapeFilename_);
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      logger_->debug("Extension: {}", p->extensionNumber_);
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      logger_->debug("Date:      {} ({:%Y-%m-%d})", p->julianDate_, timePoint);
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      logger_->debug(
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         "Time:      {} ({:%H:%M:%S})", p->milliseconds_, timePoint);
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      logger_->debug("ICAO:      {}", p->icao_);
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      size_t decompressedRecords = p->DecompressLDMRecords(is);
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      if (decompressedRecords == 0)
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      {
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         p->ParseLDMRecord(is);
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      }
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      else
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      {
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         p->ParseLDMRecords();
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      }
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   }
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   p->IndexFile();
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   return dataValid;
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}
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std::size_t Ar2vFileImpl::DecompressLDMRecords(std::istream& is)
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{
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   logger_->trace("Decompressing LDM Records");
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   std::size_t numRecords = 0;
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   while (is.peek() != EOF)
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   {
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      std::streampos startPosition = is.tellg();
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      std::int32_t   controlWord   = 0;
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      std::size_t    recordSize;
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      is.read(reinterpret_cast<char*>(&controlWord), 4);
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      controlWord = ntohl(controlWord);
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      recordSize  = std::abs(controlWord);
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      logger_->trace("LDM Record Found: Size = {} bytes", recordSize);
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      if (recordSize == 0)
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      {
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         is.seekg(startPosition, std::ios_base::beg);
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         break;
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      }
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      boost::iostreams::filtering_streambuf<boost::iostreams::input> in;
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      util::rangebuf r(is.rdbuf(), recordSize);
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      in.push(boost::iostreams::bzip2_decompressor());
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      in.push(r);
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      try
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      {
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         std::stringstream ss;
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         std::streamsize   bytesCopied = boost::iostreams::copy(in, ss);
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         logger_->trace("Decompressed record size = {} bytes", bytesCopied);
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         rawRecords_.push_back(std::move(ss));
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      }
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      catch (const boost::iostreams::bzip2_error& ex)
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      {
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         logger_->warn(
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            "Error decompressing record {}: {}", numRecords, ex.what());
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         is.seekg(startPosition + std::streampos(recordSize),
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                  std::ios_base::beg);
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      }
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      ++numRecords;
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   }
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   logger_->trace("Decompressed {} LDM Records", numRecords);
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   return numRecords;
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}
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void Ar2vFileImpl::ParseLDMRecords()
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{
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   logger_->trace("Parsing LDM Records");
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   std::size_t count = 0;
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   for (auto it = rawRecords_.begin(); it != rawRecords_.end(); it++)
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   {
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      std::stringstream& ss = *it;
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      logger_->trace("Record {}", count++);
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      ParseLDMRecord(ss);
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   }
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   rawRecords_.clear();
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}
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void Ar2vFileImpl::ParseLDMRecord(std::istream& is)
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{
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   static constexpr std::size_t kDefaultSegmentSize = 2432;
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   static constexpr std::size_t kCtmHeaderSize      = 12;
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   auto ctx = rda::Level2MessageFactory::CreateContext();
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   while (!is.eof() && !is.fail())
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   {
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      // The communications manager inserts an extra 12 bytes at the beginning
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      // of each record
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      is.seekg(kCtmHeaderSize, std::ios_base::cur);
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      // Each message requires 2432 bytes of storage, with the exception of
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      // Message Types 29 and 31.
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      std::size_t messageSize = kDefaultSegmentSize - kCtmHeaderSize;
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      // Mark current position
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      std::streampos messageStart = is.tellg();
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      // Parse the header
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      rda::Level2MessageHeader messageHeader;
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      bool                     headerValid = messageHeader.Parse(is);
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      is.seekg(messageStart, std::ios_base::beg);
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      if (headerValid)
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      {
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         std::uint8_t messageType = messageHeader.message_type();
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         // Each message requires 2432 bytes of storage, with the exception of
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         // Message Types 29 and 31.
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         if (messageType == 29 || messageType == 31)
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         {
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            if (messageHeader.message_size() == 65535)
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            {
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               messageSize = (static_cast<std::size_t>(
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                                 messageHeader.number_of_message_segments())
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                              << 16) +
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                             messageHeader.message_segment_number();
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            }
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            else
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            {
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               messageSize =
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                  static_cast<std::size_t>(messageHeader.message_size()) * 2;
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            }
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         }
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         // Parse the current message
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         rda::Level2MessageInfo msgInfo =
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            rda::Level2MessageFactory::Create(is, ctx);
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         if (msgInfo.messageValid)
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         {
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            HandleMessage(msgInfo.message);
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         }
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      }
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      // Skip to next message
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      is.seekg(messageStart + static_cast<std::streampos>(messageSize),
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               std::ios_base::beg);
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   }
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}
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void Ar2vFileImpl::HandleMessage(std::shared_ptr<rda::Level2Message>& message)
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{
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   ++messageCount_;
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   switch (message->header().message_type())
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   {
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   case static_cast<std::uint8_t>(rda::MessageId::VolumeCoveragePatternData):
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      vcpData_ =
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         std::static_pointer_cast<rda::VolumeCoveragePatternData>(message);
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      break;
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   case static_cast<std::uint8_t>(rda::MessageId::DigitalRadarData):
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   case static_cast<std::uint8_t>(rda::MessageId::DigitalRadarDataGeneric):
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      ProcessRadarData(
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         std::static_pointer_cast<rda::GenericRadarData>(message));
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      break;
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   default:
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      break;
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   }
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}
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void Ar2vFileImpl::ProcessRadarData(
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   const std::shared_ptr<rda::GenericRadarData>& message)
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{
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   std::uint16_t azimuthIndex   = message->azimuth_number() - 1;
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   std::uint16_t elevationIndex = message->elevation_number() - 1;
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   if (radarData_[elevationIndex] == nullptr)
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   {
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      radarData_[elevationIndex] = std::make_shared<rda::ElevationScan>();
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   }
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   (*radarData_[elevationIndex])[azimuthIndex] = message;
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}
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void Ar2vFileImpl::IndexFile()
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{
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   logger_->trace("Indexing file");
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   for (auto& elevationCut : radarData_)
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   {
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      float             elevationAngle {};
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      rda::WaveformType waveformType = rda::WaveformType::Unknown;
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      std::shared_ptr<rda::GenericRadarData>& radial0 =
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         (*elevationCut.second)[0];
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      if (radial0 == nullptr)
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      {
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         logger_->warn("Empty radial data");
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         continue;
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      }
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						|
 | 
						|
      std::shared_ptr<rda::DigitalRadarData> digitalRadarData0 = nullptr;
 | 
						|
 | 
						|
      if (vcpData_ != nullptr)
 | 
						|
      {
 | 
						|
         elevationAngle =
 | 
						|
            static_cast<float>(vcpData_->elevation_angle(elevationCut.first));
 | 
						|
         waveformType = vcpData_->waveform_type(elevationCut.first);
 | 
						|
      }
 | 
						|
      else if ((digitalRadarData0 =
 | 
						|
                   std::dynamic_pointer_cast<rda::DigitalRadarData>(radial0)) !=
 | 
						|
               nullptr)
 | 
						|
      {
 | 
						|
         elevationAngle = digitalRadarData0->elevation_angle().value();
 | 
						|
      }
 | 
						|
      else
 | 
						|
      {
 | 
						|
         // Return here, because we should only have a single message type
 | 
						|
         logger_->warn("Cannot index file without VCP data");
 | 
						|
         return;
 | 
						|
      }
 | 
						|
 | 
						|
      for (rda::DataBlockType dataBlockType :
 | 
						|
           rda::MomentDataBlockTypeIterator())
 | 
						|
      {
 | 
						|
         if (dataBlockType == rda::DataBlockType::MomentRef &&
 | 
						|
             waveformType ==
 | 
						|
                rda::WaveformType::ContiguousDopplerWithAmbiguityResolution)
 | 
						|
         {
 | 
						|
            // Reflectivity data is contained within both surveillance and
 | 
						|
            // doppler modes.  Surveillance mode produces a better image.
 | 
						|
            continue;
 | 
						|
         }
 | 
						|
 | 
						|
         auto momentData = radial0->moment_data_block(dataBlockType);
 | 
						|
 | 
						|
         if (momentData != nullptr)
 | 
						|
         {
 | 
						|
            auto time = util::TimePoint(radial0->modified_julian_date(),
 | 
						|
                                        radial0->collection_time());
 | 
						|
 | 
						|
            index_[dataBlockType][elevationAngle][time] = elevationCut.second;
 | 
						|
         }
 | 
						|
      }
 | 
						|
   }
 | 
						|
}
 | 
						|
 | 
						|
bool Ar2vFile::LoadLDMRecords(std::istream& is)
 | 
						|
{
 | 
						|
   const size_t decompressedRecords = p->DecompressLDMRecords(is);
 | 
						|
   if (decompressedRecords == 0)
 | 
						|
   {
 | 
						|
      p->ParseLDMRecord(is);
 | 
						|
   }
 | 
						|
   else
 | 
						|
   {
 | 
						|
      p->ParseLDMRecords();
 | 
						|
   }
 | 
						|
 | 
						|
   return true;
 | 
						|
}
 | 
						|
 | 
						|
bool Ar2vFile::IndexFile()
 | 
						|
{
 | 
						|
   p->IndexFile();
 | 
						|
   return true;
 | 
						|
}
 | 
						|
 | 
						|
// NOLINTNEXTLINE
 | 
						|
bool IsRadarDataIncomplete(
 | 
						|
   const std::shared_ptr<const rda::ElevationScan>& radarData)
 | 
						|
{
 | 
						|
   // Assume the data is incomplete when the delta between the first and last
 | 
						|
   // angles is greater than 2.5 degrees.
 | 
						|
   constexpr units::degrees<float> kIncompleteDataAngleThreshold_ {2.5};
 | 
						|
 | 
						|
   const units::degrees<float> firstAngle =
 | 
						|
      radarData->cbegin()->second->azimuth_angle();
 | 
						|
   const units::degrees<float> lastAngle =
 | 
						|
      radarData->crbegin()->second->azimuth_angle();
 | 
						|
   const units::degrees<float> angleDelta =
 | 
						|
      common::GetAngleDelta(firstAngle, lastAngle);
 | 
						|
 | 
						|
   return angleDelta > kIncompleteDataAngleThreshold_;
 | 
						|
}
 | 
						|
 | 
						|
Ar2vFile::Ar2vFile(const std::shared_ptr<Ar2vFile>& current,
 | 
						|
                   const std::shared_ptr<Ar2vFile>& last) :
 | 
						|
    Ar2vFile()
 | 
						|
{
 | 
						|
   // This is only used to index right now, so not a huge deal
 | 
						|
   p->vcpData_ = nullptr;
 | 
						|
 | 
						|
   // Reconstruct index from the other's indexes
 | 
						|
   if (current != nullptr)
 | 
						|
   {
 | 
						|
      for (const auto& type : current->p->index_)
 | 
						|
      {
 | 
						|
         for (const auto& elevation : type.second)
 | 
						|
         {
 | 
						|
            // Get the most recent scan
 | 
						|
            const auto& mostRecent = elevation.second.crbegin();
 | 
						|
            if (mostRecent == elevation.second.crend())
 | 
						|
            {
 | 
						|
               continue;
 | 
						|
            }
 | 
						|
 | 
						|
            // Add previous scans for stepping back in time
 | 
						|
            for (auto scan = ++(elevation.second.rbegin());
 | 
						|
                 scan != elevation.second.rend();
 | 
						|
                 ++scan)
 | 
						|
            {
 | 
						|
               p->index_[type.first][elevation.first][scan->first] =
 | 
						|
                  scan->second;
 | 
						|
            }
 | 
						|
 | 
						|
            // Merge this scan with the last one if it is incomplete
 | 
						|
            if (IsRadarDataIncomplete(mostRecent->second))
 | 
						|
            {
 | 
						|
               std::shared_ptr<rda::ElevationScan> secondMostRecent = nullptr;
 | 
						|
 | 
						|
               // check if this volume scan has an earlier elevation scan
 | 
						|
               auto possibleSecondMostRecent = elevation.second.rbegin();
 | 
						|
               ++possibleSecondMostRecent;
 | 
						|
 | 
						|
               if (possibleSecondMostRecent == elevation.second.rend())
 | 
						|
               {
 | 
						|
                  if (last == nullptr)
 | 
						|
                  {
 | 
						|
                     // Nothing to merge with
 | 
						|
                     p->index_[type.first][elevation.first][mostRecent->first] =
 | 
						|
                        mostRecent->second;
 | 
						|
                     continue;
 | 
						|
                  }
 | 
						|
 | 
						|
                  // get the scan from the last scan
 | 
						|
                  auto elevationScan =
 | 
						|
                     std::get<std::shared_ptr<rda::ElevationScan>>(
 | 
						|
                        last->GetElevationScan(
 | 
						|
                           type.first, elevation.first, {}));
 | 
						|
                  if (elevationScan == nullptr)
 | 
						|
                  {
 | 
						|
                     // Nothing to merge with
 | 
						|
                     p->index_[type.first][elevation.first][mostRecent->first] =
 | 
						|
                        mostRecent->second;
 | 
						|
                     continue;
 | 
						|
                  }
 | 
						|
 | 
						|
                  secondMostRecent = elevationScan;
 | 
						|
               }
 | 
						|
               else
 | 
						|
               {
 | 
						|
                  secondMostRecent = possibleSecondMostRecent->second;
 | 
						|
               }
 | 
						|
 | 
						|
               // Make the new scan
 | 
						|
               auto newScan = std::make_shared<rda::ElevationScan>();
 | 
						|
 | 
						|
               // Copy over the new radials
 | 
						|
               for (const auto& radial : *(mostRecent->second))
 | 
						|
               {
 | 
						|
                  (*newScan)[radial.first] = radial.second;
 | 
						|
               }
 | 
						|
 | 
						|
               /* Correctly order the old radials. The radials need to be in
 | 
						|
                * order for the rendering to work, and the index needs to start
 | 
						|
                * at 0 and increase by one from there. Since the new radial
 | 
						|
                * should have index 0, the old radial needs to be reshaped to
 | 
						|
                * match the new radials indexing.
 | 
						|
                */
 | 
						|
 | 
						|
               const double lowestAzm =
 | 
						|
                  mostRecent->second->cbegin()->second->azimuth_angle().value();
 | 
						|
               const double heighestAzm = mostRecent->second->crbegin()
 | 
						|
                                             ->second->azimuth_angle()
 | 
						|
                                             .value();
 | 
						|
               std::uint16_t index = mostRecent->second->crbegin()->first + 1;
 | 
						|
 | 
						|
               // Sort by the azimuth. Makes the rest of this way easier
 | 
						|
               auto secondMostRecentAzmMap =
 | 
						|
                  std::map<float, std::shared_ptr<rda::GenericRadarData>>();
 | 
						|
               for (const auto& radial : *secondMostRecent)
 | 
						|
               {
 | 
						|
                  secondMostRecentAzmMap[radial.second->azimuth_angle()
 | 
						|
                                            .value()] = radial.second;
 | 
						|
               }
 | 
						|
 | 
						|
               if (lowestAzm <= heighestAzm) // New scan does not contain 0/360
 | 
						|
               {
 | 
						|
                  // Get the radials following the new radials
 | 
						|
                  for (const auto& radial : secondMostRecentAzmMap)
 | 
						|
                  {
 | 
						|
                     if (radial.first > heighestAzm)
 | 
						|
                     {
 | 
						|
                        (*newScan)[index] = radial.second;
 | 
						|
                        ++index;
 | 
						|
                     }
 | 
						|
                  }
 | 
						|
                  // Get the radials before the new radials
 | 
						|
                  for (const auto& radial : secondMostRecentAzmMap)
 | 
						|
                  {
 | 
						|
                     if (radial.first < lowestAzm)
 | 
						|
                     {
 | 
						|
                        (*newScan)[index] = radial.second;
 | 
						|
                        ++index;
 | 
						|
                     }
 | 
						|
                     else
 | 
						|
                     {
 | 
						|
                        break;
 | 
						|
                     }
 | 
						|
                  }
 | 
						|
               }
 | 
						|
               else // New scan includes 0/360
 | 
						|
               {
 | 
						|
                  // The radials will already be in the right order
 | 
						|
                  for (const auto& radial : secondMostRecentAzmMap)
 | 
						|
                  {
 | 
						|
                     if (radial.first > heighestAzm && radial.first < lowestAzm)
 | 
						|
                     {
 | 
						|
                        (*newScan)[index] = radial.second;
 | 
						|
                        ++index;
 | 
						|
                     }
 | 
						|
                  }
 | 
						|
               }
 | 
						|
 | 
						|
               p->index_[type.first][elevation.first][mostRecent->first] =
 | 
						|
                  newScan;
 | 
						|
            }
 | 
						|
            else
 | 
						|
            {
 | 
						|
               p->index_[type.first][elevation.first][mostRecent->first] =
 | 
						|
                  mostRecent->second;
 | 
						|
            }
 | 
						|
         }
 | 
						|
      }
 | 
						|
   }
 | 
						|
 | 
						|
   // Go though last, adding other elevations
 | 
						|
   if (last != nullptr)
 | 
						|
   {
 | 
						|
      for (const auto& type : last->p->index_)
 | 
						|
      {
 | 
						|
         // Find the highest elevation this type has for the current scan
 | 
						|
         // Start below any reasonable elevation
 | 
						|
         // NOLINTNEXTLINE(cppcoreguidelines-avoid-magic-numbers)
 | 
						|
         float       highestCurrentElevation = -90;
 | 
						|
         const auto& elevationScans          = p->index_.find(type.first);
 | 
						|
         if (elevationScans != p->index_.cend())
 | 
						|
         {
 | 
						|
            const auto& highestElevation = elevationScans->second.crbegin();
 | 
						|
            if (highestElevation != elevationScans->second.crend())
 | 
						|
            {
 | 
						|
               // Add a slight offset to ensure good floating point compare.
 | 
						|
               // NOLINTNEXTLINE(cppcoreguidelines-avoid-magic-numbers)
 | 
						|
               highestCurrentElevation = highestElevation->first + 0.01f;
 | 
						|
            }
 | 
						|
         }
 | 
						|
 | 
						|
         for (const auto& elevation : type.second)
 | 
						|
         {
 | 
						|
            // Only add elevations above the current scan's elevation
 | 
						|
            if (elevation.first > highestCurrentElevation)
 | 
						|
            {
 | 
						|
               const auto& mostRecent = elevation.second.crbegin();
 | 
						|
               if (mostRecent == elevation.second.crend())
 | 
						|
               {
 | 
						|
                  continue;
 | 
						|
               }
 | 
						|
               p->index_[type.first][elevation.first][mostRecent->first] =
 | 
						|
                  mostRecent->second;
 | 
						|
            }
 | 
						|
         }
 | 
						|
      }
 | 
						|
   }
 | 
						|
}
 | 
						|
 | 
						|
} // namespace wsr88d
 | 
						|
} // namespace scwx
 |