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	Merge pull request #279 from dpaulat/hotfix/missing-level2-radials
Handle Missing Level 2 Radials
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						commit
						f8efa20b7c
					
				
					 3 changed files with 237 additions and 60 deletions
				
			
		|  | @ -106,14 +106,17 @@ public: | |||
|       threadPool_.join(); | ||||
|    }; | ||||
| 
 | ||||
|    void | ||||
|    ComputeCoordinates(std::shared_ptr<wsr88d::rda::ElevationScan> radarData); | ||||
|    void ComputeCoordinates( | ||||
|       const std::shared_ptr<wsr88d::rda::ElevationScan>& radarData); | ||||
| 
 | ||||
|    void SetProduct(const std::string& productName); | ||||
|    void SetProduct(common::Level2Product product); | ||||
|    void UpdateOtherUnits(const std::string& name); | ||||
|    void UpdateSpeedUnits(const std::string& name); | ||||
| 
 | ||||
|    static bool IsRadarDataIncomplete( | ||||
|       const std::shared_ptr<const wsr88d::rda::ElevationScan>& radarData); | ||||
| 
 | ||||
|    Level2ProductView* self_; | ||||
| 
 | ||||
|    boost::asio::thread_pool threadPool_ {1u}; | ||||
|  | @ -536,7 +539,22 @@ void Level2ProductView::ComputeSweep() | |||
|       return; | ||||
|    } | ||||
| 
 | ||||
|    const size_t radials = radarData->size(); | ||||
|    std::size_t radials       = radarData->crbegin()->first + 1; | ||||
|    std::size_t vertexRadials = radials; | ||||
| 
 | ||||
|    // When there is missing data, insert another empty vertex radial at the end
 | ||||
|    // to avoid stretching
 | ||||
|    const bool isRadarDataIncomplete = | ||||
|       Level2ProductViewImpl::IsRadarDataIncomplete(radarData); | ||||
|    if (isRadarDataIncomplete) | ||||
|    { | ||||
|       ++vertexRadials; | ||||
|    } | ||||
| 
 | ||||
|    // Limit radials
 | ||||
|    radials = std::min<std::size_t>(radials, common::MAX_0_5_DEGREE_RADIALS); | ||||
|    vertexRadials = | ||||
|       std::min<std::size_t>(vertexRadials, common::MAX_0_5_DEGREE_RADIALS); | ||||
| 
 | ||||
|    p->ComputeCoordinates(radarData); | ||||
| 
 | ||||
|  | @ -574,7 +592,8 @@ void Level2ProductView::ComputeSweep() | |||
|    std::vector<float>& vertices = p->vertices_; | ||||
|    size_t              vIndex   = 0; | ||||
|    vertices.clear(); | ||||
|    vertices.resize(radials * gates * VERTICES_PER_BIN * VALUES_PER_VERTEX); | ||||
|    vertices.resize(vertexRadials * gates * VERTICES_PER_BIN * | ||||
|                    VALUES_PER_VERTEX); | ||||
| 
 | ||||
|    // Setup data moment vector
 | ||||
|    std::vector<uint8_t>&  dataMoments8  = p->dataMoments8_; | ||||
|  | @ -721,15 +740,16 @@ void Level2ProductView::ComputeSweep() | |||
|          { | ||||
|             const std::uint16_t baseCoord = gate - 1; | ||||
| 
 | ||||
|             std::size_t offset1 = ((startRadial + radial) % radials * | ||||
|             std::size_t offset1 = ((startRadial + radial) % vertexRadials * | ||||
|                                       common::MAX_DATA_MOMENT_GATES + | ||||
|                                    baseCoord) * | ||||
|                                   2; | ||||
|             std::size_t offset2 = offset1 + gateSize * 2; | ||||
|             std::size_t offset3 = (((startRadial + radial + 1) % radials) * | ||||
|                                       common::MAX_DATA_MOMENT_GATES + | ||||
|                                    baseCoord) * | ||||
|                                   2; | ||||
|             std::size_t offset3 = | ||||
|                (((startRadial + radial + 1) % vertexRadials) * | ||||
|                    common::MAX_DATA_MOMENT_GATES + | ||||
|                 baseCoord) * | ||||
|                2; | ||||
|             std::size_t offset4 = offset3 + gateSize * 2; | ||||
| 
 | ||||
|             vertices[vIndex++] = coordinates[offset1]; | ||||
|  | @ -756,14 +776,15 @@ void Level2ProductView::ComputeSweep() | |||
|          { | ||||
|             const std::uint16_t baseCoord = gate; | ||||
| 
 | ||||
|             std::size_t offset1 = ((startRadial + radial) % radials * | ||||
|                                       common::MAX_DATA_MOMENT_GATES + | ||||
|                                    baseCoord) * | ||||
|                                   2; | ||||
|             std::size_t offset2 = (((startRadial + radial + 1) % radials) * | ||||
|             std::size_t offset1 = ((startRadial + radial) % vertexRadials * | ||||
|                                       common::MAX_DATA_MOMENT_GATES + | ||||
|                                    baseCoord) * | ||||
|                                   2; | ||||
|             std::size_t offset2 = | ||||
|                (((startRadial + radial + 1) % vertexRadials) * | ||||
|                    common::MAX_DATA_MOMENT_GATES + | ||||
|                 baseCoord) * | ||||
|                2; | ||||
| 
 | ||||
|             vertices[vIndex++] = p->latitude_; | ||||
|             vertices[vIndex++] = p->longitude_; | ||||
|  | @ -807,7 +828,7 @@ void Level2ProductView::ComputeSweep() | |||
| } | ||||
| 
 | ||||
| void Level2ProductViewImpl::ComputeCoordinates( | ||||
|    std::shared_ptr<wsr88d::rda::ElevationScan> radarData) | ||||
|    const std::shared_ptr<wsr88d::rda::ElevationScan>& radarData) | ||||
| { | ||||
|    logger_->debug("ComputeCoordinates()"); | ||||
| 
 | ||||
|  | @ -828,52 +849,122 @@ void Level2ProductViewImpl::ComputeCoordinates( | |||
|    auto& radarData0  = (*radarData)[0]; | ||||
|    auto  momentData0 = radarData0->moment_data_block(dataBlockType_); | ||||
| 
 | ||||
|    const std::uint16_t numRadials = | ||||
|       static_cast<std::uint16_t>(radarData->size()); | ||||
|    std::uint16_t numRadials = | ||||
|       static_cast<std::uint16_t>(radarData->crbegin()->first + 1); | ||||
|    const std::uint16_t numRangeBins = | ||||
|       std::max(momentData0->number_of_data_moment_gates() + 1u, | ||||
|                common::MAX_DATA_MOMENT_GATES); | ||||
| 
 | ||||
|    // Add an extra radial when incomplete data exists
 | ||||
|    if (IsRadarDataIncomplete(radarData)) | ||||
|    { | ||||
|       ++numRadials; | ||||
|    } | ||||
| 
 | ||||
|    // Limit radials
 | ||||
|    numRadials = | ||||
|       std::min<std::uint16_t>(numRadials, common::MAX_0_5_DEGREE_RADIALS); | ||||
| 
 | ||||
|    auto radials = boost::irange<std::uint32_t>(0u, numRadials); | ||||
|    auto gates   = boost::irange<std::uint32_t>(0u, numRangeBins); | ||||
| 
 | ||||
|    std::for_each(std::execution::par_unseq, | ||||
|                  radials.begin(), | ||||
|                  radials.end(), | ||||
|                  [&](std::uint32_t radial) | ||||
|                  { | ||||
|                     const units::degrees<float> angle = | ||||
|                        (*radarData)[radial]->azimuth_angle(); | ||||
|    std::for_each( | ||||
|       std::execution::par_unseq, | ||||
|       radials.begin(), | ||||
|       radials.end(), | ||||
|       [&](std::uint32_t radial) | ||||
|       { | ||||
|          units::degrees<float> angle {}; | ||||
| 
 | ||||
|                     std::for_each(std::execution::par_unseq, | ||||
|                                   gates.begin(), | ||||
|                                   gates.end(), | ||||
|                                   [&](std::uint32_t gate) | ||||
|                                   { | ||||
|                                      const std::uint32_t radialGate = | ||||
|                                         radial * common::MAX_DATA_MOMENT_GATES + | ||||
|                                         gate; | ||||
|                                      const float range = (gate + 1) * gateSize; | ||||
|                                      const std::size_t offset = radialGate * 2; | ||||
|          auto radialData = radarData->find(radial); | ||||
|          if (radialData != radarData->cend()) | ||||
|          { | ||||
|             angle = radialData->second->azimuth_angle(); | ||||
|          } | ||||
|          else | ||||
|          { | ||||
|             auto prevRadial1 = radarData->find( | ||||
|                (radial >= 1) ? radial - 1 : numRadials - (1 - radial)); | ||||
|             auto prevRadial2 = radarData->find( | ||||
|                (radial >= 2) ? radial - 2 : numRadials - (2 - radial)); | ||||
| 
 | ||||
|                                      double latitude; | ||||
|                                      double longitude; | ||||
|             if (prevRadial1 != radarData->cend() && | ||||
|                 prevRadial2 != radarData->cend()) | ||||
|             { | ||||
|                const units::degrees<float> prevAngle1 = | ||||
|                   prevRadial1->second->azimuth_angle(); | ||||
|                const units::degrees<float> prevAngle2 = | ||||
|                   prevRadial2->second->azimuth_angle(); | ||||
| 
 | ||||
|                                      geodesic.Direct(radarLatitude, | ||||
|                                                      radarLongitude, | ||||
|                                                      angle.value(), | ||||
|                                                      range, | ||||
|                                                      latitude, | ||||
|                                                      longitude); | ||||
|                // No wrapping required since angle is only used for geodesic
 | ||||
|                // calculation
 | ||||
|                const units::degrees<float> deltaAngle = prevAngle1 - prevAngle2; | ||||
| 
 | ||||
|                                      coordinates_[offset]     = latitude; | ||||
|                                      coordinates_[offset + 1] = longitude; | ||||
|                                   }); | ||||
|                  }); | ||||
|                angle = prevAngle1 + deltaAngle; | ||||
|             } | ||||
|             else if (prevRadial1 != radarData->cend()) | ||||
|             { | ||||
|                const units::degrees<float> prevAngle1 = | ||||
|                   prevRadial1->second->azimuth_angle(); | ||||
| 
 | ||||
|                // Assume a half degree delta if there aren't enough angles
 | ||||
|                // to determine a delta angle
 | ||||
|                constexpr units::degrees<float> deltaAngle {0.5f}; | ||||
| 
 | ||||
|                angle = prevAngle1 + deltaAngle; | ||||
|             } | ||||
|             else | ||||
|             { | ||||
|                // Not enough angles present to determine an angle
 | ||||
|                return; | ||||
|             } | ||||
|          } | ||||
| 
 | ||||
|          std::for_each(std::execution::par_unseq, | ||||
|                        gates.begin(), | ||||
|                        gates.end(), | ||||
|                        [&](std::uint32_t gate) | ||||
|                        { | ||||
|                           const std::uint32_t radialGate = | ||||
|                              radial * common::MAX_DATA_MOMENT_GATES + gate; | ||||
|                           const float       range  = (gate + 1) * gateSize; | ||||
|                           const std::size_t offset = radialGate * 2; | ||||
| 
 | ||||
|                           double latitude; | ||||
|                           double longitude; | ||||
| 
 | ||||
|                           geodesic.Direct(radarLatitude, | ||||
|                                           radarLongitude, | ||||
|                                           angle.value(), | ||||
|                                           range, | ||||
|                                           latitude, | ||||
|                                           longitude); | ||||
| 
 | ||||
|                           coordinates_[offset]     = latitude; | ||||
|                           coordinates_[offset + 1] = longitude; | ||||
|                        }); | ||||
|       }); | ||||
|    timer.stop(); | ||||
|    logger_->debug("Coordinates calculated in {}", timer.format(6, "%ws")); | ||||
| } | ||||
| 
 | ||||
| bool Level2ProductViewImpl::IsRadarDataIncomplete( | ||||
|    const std::shared_ptr<const wsr88d::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_; | ||||
| } | ||||
| 
 | ||||
| std::optional<std::uint16_t> | ||||
| Level2ProductView::GetBinLevel(const common::Coordinate& coordinate) const | ||||
| { | ||||
|  | @ -916,8 +1007,19 @@ Level2ProductView::GetBinLevel(const common::Coordinate& coordinate) const | |||
|    } | ||||
| 
 | ||||
|    // Find Radial
 | ||||
|    const std::uint16_t numRadials = | ||||
|       static_cast<std::uint16_t>(radarData->size()); | ||||
|    std::uint16_t numRadials = | ||||
|       static_cast<std::uint16_t>(radarData->crbegin()->first + 1); | ||||
| 
 | ||||
|    // Add an extra radial when incomplete data exists
 | ||||
|    if (Level2ProductViewImpl::IsRadarDataIncomplete(radarData)) | ||||
|    { | ||||
|       ++numRadials; | ||||
|    } | ||||
| 
 | ||||
|    // Limit radials
 | ||||
|    numRadials = | ||||
|       std::min<std::uint16_t>(numRadials, common::MAX_0_5_DEGREE_RADIALS); | ||||
| 
 | ||||
|    auto radials = boost::irange<std::uint32_t>(0u, numRadials); | ||||
| 
 | ||||
|    auto radial = std::find_if( //
 | ||||
|  | @ -926,25 +1028,59 @@ Level2ProductView::GetBinLevel(const common::Coordinate& coordinate) const | |||
|       radials.end(), | ||||
|       [&](std::uint32_t i) | ||||
|       { | ||||
|          bool                        found = false; | ||||
|          const units::degrees<float> startAngle = | ||||
|             (*radarData)[i]->azimuth_angle(); | ||||
|          const units::degrees<float> nextAngle = | ||||
|             (*radarData)[(i + 1) % numRadials]->azimuth_angle(); | ||||
|          bool hasNextAngle = false; | ||||
|          bool found        = false; | ||||
| 
 | ||||
|          if (startAngle < nextAngle) | ||||
|          units::degrees<float> startAngle {}; | ||||
|          units::degrees<float> nextAngle {}; | ||||
| 
 | ||||
|          auto radialData = radarData->find(i); | ||||
|          if (radialData != radarData->cend()) | ||||
|          { | ||||
|             if (startAngle.value() <= azi1 && azi1 < nextAngle.value()) | ||||
|             startAngle = radialData->second->azimuth_angle(); | ||||
| 
 | ||||
|             auto nextRadial = radarData->find((i + 1) % numRadials); | ||||
|             if (nextRadial != radarData->cend()) | ||||
|             { | ||||
|                found = true; | ||||
|                nextAngle    = nextRadial->second->azimuth_angle(); | ||||
|                hasNextAngle = true; | ||||
|             } | ||||
|             else | ||||
|             { | ||||
|                // Next angle is not available, interpolate
 | ||||
|                auto prevRadial = | ||||
|                   radarData->find((i >= 1) ? i - 1 : numRadials - (1 - i)); | ||||
| 
 | ||||
|                if (prevRadial != radarData->cend()) | ||||
|                { | ||||
|                   const units::degrees<float> prevAngle = | ||||
|                      prevRadial->second->azimuth_angle(); | ||||
| 
 | ||||
|                   const units::degrees<float> deltaAngle = | ||||
|                      common::GetAngleDelta(startAngle, prevAngle); | ||||
| 
 | ||||
|                   nextAngle    = startAngle + deltaAngle; | ||||
|                   hasNextAngle = true; | ||||
|                } | ||||
|             } | ||||
|          } | ||||
|          else | ||||
| 
 | ||||
|          if (hasNextAngle) | ||||
|          { | ||||
|             // If the bin crosses 0/360 degrees, special handling is needed
 | ||||
|             if (startAngle.value() <= azi1 || azi1 < nextAngle.value()) | ||||
|             if (startAngle < nextAngle) | ||||
|             { | ||||
|                found = true; | ||||
|                if (startAngle.value() <= azi1 && azi1 < nextAngle.value()) | ||||
|                { | ||||
|                   found = true; | ||||
|                } | ||||
|             } | ||||
|             else | ||||
|             { | ||||
|                // If the bin crosses 0/360 degrees, special handling is needed
 | ||||
|                if (startAngle.value() <= azi1 || azi1 < nextAngle.value()) | ||||
|                { | ||||
|                   found = true; | ||||
|                } | ||||
|             } | ||||
|          } | ||||
| 
 | ||||
|  |  | |||
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	 Dan Paulat
						Dan Paulat