RegressionFill.h

Go to the documentation of this file.

// SPDX-License-Identifier: LGPL-3.0-or-later
/***********************************************************************************/
/*  Copyright 2013 WSL Institute for Snow and Avalanche Research    SLF-DAVOS      */
/***********************************************************************************/
/* This file is part of MeteoIO.
    MeteoIO is free software: you can redistribute it and/or modify
    it under the terms of the GNU Lesser General Public License as published by
    the Free Software Foundation, either version 3 of the License, or
    (at your option) any later version.
 
    MeteoIO 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 Lesser General Public License for more details.
 
    You should have received a copy of the GNU Lesser General Public License
    along with MeteoIO.  If not, see <http://www.gnu.org/licenses/>.
*/
#ifndef RESAMPLINGREGRESSIONFILL_H
#define RESAMPLINGREGRESSIONFILL_H
 
#include <meteoio/meteoResampling/ResamplingAlgorithms.h>
#include <unordered_map>
 
namespace mio {
 
class RegressionFill : public ResamplingAlgorithms {
        public:
        enum RegressionType {
            LINEAR,
            QUADRATIC,
            CUBIC
        };
 
                RegressionFill(const std::string& i_algoname, const std::string& i_parname, const double& dflt_max_gap_size, const std::vector< std::pair<std::string, std::string> >& vecArgs);
 
                void resample(const std::string& stationHash, const size_t& index, const ResamplingPosition& position, const size_t& paramindex,
                              const std::vector<MeteoData>& vecM, MeteoData& md) override;
        void resample(const std::string& stationHash, const size_t& index, const ResamplingPosition& position, const size_t& paramindex,
                const std::vector<MeteoData>& vecM, MeteoData& md, const std::vector<METEO_SET>& additional_stations);
                std::string toString() const override;
 
        bool findValueAt(const std::vector<MeteoData>& support_station, const Date& date, const size_t& paramindex, double& value);
        void getRegressionData(const size_t index, const size_t paramindex, const std::vector<MeteoData>& vecM, const std::vector<METEO_SET>& additional_stations, std::vector<double>& x, std::vector<double>& y, std::vector<Date>& dates);
 
        double linear(double julian_date, const std::vector<double>& coefficients);
 
    private: 
        std::unordered_map<size_t, std::vector<double>> regression_coefficients;
        bool verbose;
        RegressionType reg_type;
 
        // flag
        bool printed_info = false;
};
 
} //end namespace mio
 
#endif