eistype.h

//SPDX-License-Identifier:         LGPL-3.0-or-later
/* * eisgenerator - a shared library and application to generate EIS spectra
 * Copyright (C) 2022-2024 Carl Philipp Klemm <carl@uvos.xyz>
 *
 * This file is part of eisgenerator.
 *
 * eisgenerator 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.
 *
 * eisgenerator 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 eisgenerator.  If not, see <http://www.gnu.org/licenses/>.
 */
 
#pragma once
#include <complex>
#include <vector>
#include <valarray>
#include <cassert>
#include <cmath>
#include <filesystem>
 
typedef float fvalue;
 
namespace eis
{
 
class DataPoint
{
public:
        std::complex<fvalue> im; 
        fvalue omega; 
        DataPoint() = default;
        DataPoint(std::complex<fvalue> imIn, fvalue omegaIn = 0): im(imIn), omega(omegaIn){}
        bool operator<(const DataPoint& in) const
        {
                return omega < in.omega;
        }
        bool operator>(const DataPoint& in) const
        {
                return omega > in.omega;
        }
        bool operator==(const DataPoint& in) const
        {
                return im == in.im;
        }
        DataPoint operator-(const DataPoint& in) const
        {
                DataPoint out(*this);
                out.im = out.im - in.im;
                return out;
        }
        DataPoint operator+(const DataPoint& in) const
        {
                DataPoint out(*this);
                out.im = out.im + in.im;
                return out;
        }
        DataPoint operator/(fvalue in) const
        {
                DataPoint out(*this);
                out.im = out.im / in;
                return out;
        }
        DataPoint operator*(fvalue in) const
        {
                DataPoint out(*this);
                out.im = out.im * in;
                return out;
        }
        DataPoint operator/=(fvalue in)
        {
                im = im / in;
                return *this;
        }
        fvalue complexVectorLength() const
        {
                return std::sqrt(std::pow(im.real(), 2) + std::pow(im.imag(), 2));
        }
};
 
 
class Range
{
public:
        fvalue start; 
        fvalue end; 
        size_t count = 0; 
        size_t step = 0; 
        bool log = false; 
        fvalue stepSize() const
        {
                fvalue startL = log ? log10(start) : start;
                fvalue endL = log ? log10(end) : end;
                return (endL-startL)/(count-1);
        }
 
        fvalue stepValue() const
        {
                return at(step);
        }
 
        fvalue center() const
        {
                return (start+end)/2;
        }
 
        fvalue at(size_t index) const
        {
                assert(index < count || (index == 0 && count == 0));
                if(count < 2)
                        return start;
                return log ? pow(10, stepSize()*index+log10(start)) : stepSize()*index+start;
        }
 
        fvalue operator[](size_t index) const
        {
                return at(index);
        }
        Range operator*(fvalue in) const
        {
                return Range(start*in, end*in, count, log);
        }
        Range operator/(fvalue in) const
        {
                return operator*(static_cast<fvalue>(1.0)/in);
        }
        Range operator*(int in) const
        {
                return operator*(static_cast<fvalue>(in));
        }
        Range operator/(int in) const
        {
                return operator*(static_cast<fvalue>(1.0)/in);
        }
        Range(fvalue startI, fvalue endI, size_t countI, bool logI = false): start(startI), end(endI), count(countI), log(logI){}
        Range() = default;
 
        void print(int level) const;
 
        std::string getString() const;
 
        bool isSane() const;
 
        std::vector<fvalue> getRangeVector() const;
 
        [[nodiscard]] static Range fromString(std::string str, size_t count);
 
        [[nodiscard]] static std::vector<Range> rangesFromParamString(const std::string& paramStr, size_t count);
};
 
class parse_errror: public std::exception
{
        std::string whatStr;
public:
        parse_errror(const std::string& whatIn): whatStr(whatIn)
        {}
        virtual const char* what() const noexcept override
        {
                return whatStr.c_str();
        }
};
 
class file_error: public std::exception
{
        std::string whatStr;
public:
        file_error(const std::string& whatIn): whatStr(whatIn)
        {}
        virtual const char* what() const noexcept override
        {
                return whatStr.c_str();
        }
};
 
class EisSpectra
{
public:
        static constexpr int F_VERSION_MAJOR = 1;
        static constexpr int F_VERSION_MINOR = 0;
        static constexpr int F_VERSION_PATCH = 0;
        static constexpr char F_MAGIC[] = "EISF";
 
public:
        std::vector<DataPoint> data;
        std::string model;
        std::string header;
        std::vector<double> labels;
        std::vector<std::string> labelNames;
 
public:
        EisSpectra(const std::vector<DataPoint>& data, const std::string& model, const std::string& header,
                           std::vector<double> labels = std::vector<double>(),
                           std::vector<std::string> labelNames = std::vector<std::string>());
 
        EisSpectra(const std::vector<DataPoint>& data, const std::string& model, const std::string& header,
                           std::vector<float> labels, std::vector<std::string> labelNames = std::vector<std::string>());
 
        EisSpectra(const std::vector<DataPoint>& data, const std::string& model, const std::string& header,
                           std::vector<size_t> labels, std::vector<std::string> labelNames = std::vector<std::string>());
 
        EisSpectra(const std::vector<DataPoint>& data, const std::string& model, const std::string& header,
                           size_t label, size_t maxLabel, std::vector<std::string> labelNames = std::vector<std::string>());
 
        EisSpectra(const std::filesystem::path& path){*this = loadFromDisk(path);}
 
        EisSpectra(){}
 
        [[nodiscard]] static EisSpectra loadFromDisk(const std::filesystem::path& path);
 
        [[nodiscard]] static EisSpectra loadFromStream(std::istream& stream);
 
        void setLabel(size_t label, size_t maxLabel);
 
        size_t getLabel();
 
        void setSzLabels(std::vector<size_t> label);
 
        void setLabels(const std::vector<double>& labelsIn);
 
        void setLabels(const std::vector<float>& labelsIn);
 
        std::vector<size_t> getSzLabels() const;
 
        bool isMulticlass();
 
        std::vector<fvalue> getFvalueLabels();
 
        bool saveToDisk(const std::filesystem::path& path) const;
 
        void saveToStream(std::ostream& stream) const;
};
 
[[deprecated]] bool saveToDisk(const EisSpectra& data, const std::filesystem::path& path);
 
[[deprecated]] [[nodiscard]] EisSpectra loadFromDisk(const std::filesystem::path& path);
 
std::pair<std::valarray<fvalue>, std::valarray<fvalue>> eisToValarrays(const std::vector<eis::DataPoint>& b);
 
fvalue eisDistance(const std::vector<eis::DataPoint>& a, const std::vector<eis::DataPoint>& b);
 
 
fvalue eisNyquistDistance(const std::vector<eis::DataPoint>& a, const std::vector<eis::DataPoint>& b);
 
}
 
std::ostream &operator<<(std::ostream &s, eis::DataPoint const& dp);
 
std::ostream &operator<<(std::ostream &s, eis::Range const& range);
 
std::ostream &operator<<(std::ostream &s, eis::EisSpectra const& spectra);