#include <boost/lexical_cast.hpp>
#include <fstream>
#include <iomanip>

#include "AxesNode.hh"
#include "AxisLegendManager.hh"
#include "ParamMgr.hh"
#include "ParamsNode.hh"
#include "PlPlotUtil.hh"
#include "PlotFunction.hh"
#include "PlotLogger.hh"
#include "PlotOutput.hh"
#include "TimeUtil.hh"
#include "fonctions/fourier/DiscreteFourierTransform.cc"
#include "fonctions/fourier/DiscreteFourierTransform.hh"
#include <algorithm>

#include <complex>

#include <limits>
#include <numeric>

#include "DefaultTimeAxisDecorator.hh"

#include "TimeAxisDecorator.hh"

using namespace AMDA::Parameters;
using namespace AMDA::Info;

namespace plot
{
    QSASConfig *PlotFunction::qsasconfig = NULL;

    PlotFunction::PlotFunction(AMDA::Parameters::ParameterManager &manager,
                               boost::shared_ptr<Panel> panel, TimeAxisDecorator *timeAxisDecorator) : PanelPlotOutput(manager, panel), function(PlotFunction::Function::NONE), abscisse("Time. ", "(s)", Abscisse::Abscisse_Type::TIME)

    {

        LOG4CXX_DEBUG(gLogger, "PlotFunction::Function to apply " << function);

        setTimeAxisDecorator(std::shared_ptr<TimeAxisDecorator>(timeAxisDecorator));
    }

    PlotFunction::~PlotFunction()
    {
        if (qsasconfig != NULL)
        {
            free(qsasconfig);
            qsasconfig = nullptr;
        }
    }

    void PlotFunction::createParameters(std::list<std::string> &usedParametersId_)
    {

        for (ParameterAxesList::iterator it = _parameterAxesList.begin();
             it != _parameterAxesList.end(); ++it)
        {
            AMDA::Parameters::ParameterSPtr originalParam = _parameterManager.getParameter(it->_originalParamId);
            // Time Sampling to resample the origin param
            const double timeSampling = originalParam->getDataWriterTemplate()->getMinSampling();
            // Use max Gap in order to interpolate and deleting holes
            const int gap = 1000000;

            // Resample the origin param to cearte a new one
            ParameterSPtr usedParam = createSampledParameter(originalParam, timeSampling, gap);
            // Add the created parameter to list of usedParametersId_
            if (std::find(usedParametersId_.begin(), usedParametersId_.end(), usedParam->getId()) == usedParametersId_.end())
                usedParametersId_.push_back(usedParam->getId());

            // Add the created parameter to Series and Spectro
            std::vector<SeriesProperties>::iterator ity;
            for (ity = it->getYSeriePropertiesList().begin(); ity != it->getYSeriePropertiesList().end();
                 ++ity)
            {
                ity->setParamId(usedParam->getId());
                if (!PlotFunction::isFourier())
                {
                    ity->setXAxisId(X_AXIS_ID1);
                }
                else
                {
                    ity->setXAxisId(X_AXIS_ID);
                }
            }

            if (it->getSpectroProperties() != nullptr)
            {
                PlotFunction::isSpectro = true;
                it->getSpectroProperties()->setParamId(usedParam->getId());
                it->getSpectroProperties()->setYAxisId(X_AXIS_ID);
            }
        }

    }

    void PlotFunction::writeContext(ContextFileWriter &writer, AMDA::Parameters::TimeIntervalList::iterator /*currentTimeInterval*/)

    {
        writer.startElement("panel");
        _panel->writeContext(_pls, writer);

        writer.startElement("parameters");

        for (ParameterAxesList::iterator it = _parameterAxesList.begin();
             it != _parameterAxesList.end(); ++it)
        {
            AMDA::Parameters::ParameterSPtr originalParam =
                _parameterManager.getParameter(it->_originalParamId);

            // Retrieve ParamInfo Manager
            ParamMgr *piMgr = ParamMgr::getInstance();
            ParamInfoSPtr paramInfo = piMgr->getParamInfoFromId(it->_originalParamId);

            double resol = originalParam->getDataWriterTemplate()->getMinSampling();
            std::string resolstr = std::to_string(resol);

            writer.startElement("parameter");
            writer.addAttribute("id", paramInfo->getName().c_str());
            writer.addAttribute("name", paramInfo->getName().c_str());
            writer.addAttribute("shortname", paramInfo->getShortName().c_str());
            writer.addAttribute("MinSampling", resolstr.c_str());
            writer.addAttribute("unit", paramInfo->getUnits().c_str());

        }
        writer.endElement();
        writer.endElement();
    }

    void PlotFunction::applyFunction()
    {

        for (auto parameter : _parameterAxesList)
        {

            SeriesProperties lSeries;

            for (auto lSeries : parameter.getYSeriePropertiesList())
            {

                plot::ParameterData &data = (*_pParameterValues)[lSeries.getParamId()];

                for (auto lIndex : lSeries.getIndexList(_pParameterValues))
                {

                    PlotFunction::compute(lIndex, data, &lSeries, nullptr, parameter._originalParamId);
                }
            }

            if (parameter.getSpectroProperties() != nullptr)
            {

                plot::ParameterData &data = (*_pParameterValues)[parameter.getSpectroProperties()->getParamId()];
                PlotFunction::compute(AMDA::Common::ParameterIndexComponent(-1, -1), data, nullptr, parameter.getSpectroProperties().get(), parameter._originalParamId);

            }
        }

    }

    void PlotFunction::setAxisRange()
    {
        double minValue = 0;
        double maxValue = 0;
        /************************************** X AXIS RANGE *********************************************/
        PlotFunction::getMinMax(xValuesMap, &minValue, &maxValue);
        boost::shared_ptr<Axis> xAxis = nullptr;
        if (!PlotFunction::isFourier() && !PlotFunction::isSpectro)
        {
            xAxis = _panel->getAxis(X_AXIS_ID1);
        }
        else
        {
            xAxis = _panel->getAxis(X_AXIS_ID);
        }

        Range lAxisRange = xAxis->Axis::getRange();

        /*
         * here we should use pow10 in case if min and max are computed as log values
         */

        if (abscisseScale == Axis::Scale::LOGARITHMIC)
        {
            minValue = pow10(minValue);
            maxValue = pow10(maxValue);

            lAxisRange._extend = false;

        }

        lAxisRange.setMin(minValue);
        lAxisRange.setMax(maxValue);
        xAxis->setRange(lAxisRange);
        xAxis->_used = true;
        /************************************** Y AXIS RANGE *********************************************/
        PlotFunction::getMinMax(yValuesMap, &minValue, &maxValue);

        boost::shared_ptr<Axis> lYAxis = _panel->getAxis(Y_AXIS_ID);
        lAxisRange = lYAxis->Axis::getRange();

        if (ordonneeScale == Axis::Scale::LOGARITHMIC)
        {
            minValue = pow10(minValue);
            maxValue = pow10(maxValue);

            lAxisRange._extend = false;

        }

        lAxisRange.setMin(minValue);
        lAxisRange.setMax(maxValue);
        lYAxis->setRange(lAxisRange);
        lYAxis->_used = true;

    }

    void PlotFunction::drawSeries(double startDate, double stopDate, int intervalIndex, std::string pParamId,
                                  SeriesProperties &pSerie,
                                  AMDA::Common::ParameterIndexComponent pParamIndex,
                                  ParameterAxes &param, bool moreThanOneSerieForAxis)
    {
        std::string id = std::to_string(pSerie.getId()) + "_" + pSerie.getParamId() + "_" + std::to_string(pParamIndex.getDim1Index());

        std::vector<double> xValues = xValuesMap[id];
        std::vector<double> yValues = yValuesMap[id];

        double *coloredComputedValues = NULL;
        int nbValues = yValues.size();

        double *yValuesTemp = &yValues[0];
        double *xValuesTemp = &xValues[0];

        PanelPlotOutput::drawSeries(startDate, stopDate, intervalIndex, pParamId,
                                    pSerie, pParamIndex, param, moreThanOneSerieForAxis);
        // draw serie
        Color lineColor = getSerieLineColor(pSerie, moreThanOneSerieForAxis);
        Color symbolColor = getSerieSymbolColor(pSerie, lineColor);

        drawSymbols(
            pSerie.getSymbolProperties().getType(),
            pSerie.getSymbolProperties().getSize(), 1.,
            symbolColor,
            nbValues, xValuesTemp, yValuesTemp, coloredComputedValues);

        drawLines(
            pSerie.getLineProperties().getType(),
            pSerie.getLineProperties().getStyle(),

            pSerie.getLineProperties().getWidth(),

            lineColor,
            nbValues, xValuesTemp, yValuesTemp, coloredComputedValues);

        PanelPlotOutput::addSerieToParamsLegend(pSerie, pParamIndex, pParamId, lineColor, symbolColor, startDate, stopDate, intervalIndex);

    }

    void PlotFunction::drawSeriesForSpectro(double startDate, double stopDate, int intervalIndex)

    {

        for (auto parameter : _parameterAxesList)
        {

            if (parameter.getSpectroProperties() != nullptr)

            {

                std::string pramId = parameter.getSpectroProperties()->getParamId();
                std::vector<double> xValues = xValuesMap[pramId];
                std::vector<double> yValues = yValuesMap[pramId];
                plot::SeriesProperties *pSerie = new plot::SeriesProperties();

                double *coloredComputedValues = NULL;
                int nbValues = yValues.size();

                double *yValuesTemp = &yValues[0];
                double *xValuesTemp = &xValues[0];

                pSerie->setXAxisId(X_AXIS_ID);
                pSerie->setYAxisId(Y_AXIS_ID);

                PanelPlotOutput::drawSeries(startDate, stopDate, intervalIndex, "",

                                            *pSerie, AMDA::Common::ParameterIndexComponent(-1, -1), parameter, false);

                Color lineColor(0, 0, 255);

                Color symbolColor = getSerieSymbolColor(*pSerie, lineColor);

                drawSymbols(
                    pSerie->getSymbolProperties().getType(),
                    pSerie->getSymbolProperties().getSize(), 1.,
                    symbolColor,
                    nbValues, xValuesTemp, yValuesTemp, coloredComputedValues);

                drawLines(
                    pSerie->getLineProperties().getType(),
                    pSerie->getLineProperties().getStyle(),

                    3.0,

                    lineColor,
                    nbValues, xValuesTemp, yValuesTemp, coloredComputedValues);

            }
        }

    }

    void PlotFunction::configureAxisLegend()

    {

        if (!PlotFunction::isFourier() && !PlotFunction::isSpectro)

        {

            AxisLegendManager::configureYAxisLegendForSeries(this);

        }

        else if (!PlotFunction::isFourier() && PlotFunction::isSpectro)

        {

            AxisLegendManager::configureYAxisLegendForSpectro(this);
            for (auto parameter : _parameterAxesList)
            {
                boost::shared_ptr<Axis> lYAxis = _panel->getAxis(Y_AXIS_ID);
                AxisLegendManager::setAxisLegendForSpectro(this, lYAxis, parameter.getSpectroProperties()->getParamId());
            }
        }
        else if (PlotFunction::isFourier())
        {
            boost::shared_ptr<Axis> lYAxis = _panel->getAxis(Y_AXIS_ID);
            std::vector<Color> colorsLegendsSeriesFFT;
            if (!PlotFunction::isSpectro)
            {
                AxisLegendManager::configureYAxisLegendForSeries(this);
                for (std::size_t u = 0; u < lYAxis->_legend.getLabels().size(); u++)
                    colorsLegendsSeriesFFT.push_back(lYAxis->_legend.getLabels()[u]._color);
                lYAxis->_legend.clearLabels();
            }
            for (std::size_t pIndex = 0; pIndex < _parameterAxesList.size(); pIndex++)
            {
                ParameterAxes parameter = _parameterAxesList[pIndex];
                AMDA::Parameters::ParameterSPtr originalParam =
                    _parameterManager.getParameter(parameter._originalParamId);

                // Retrieve ParamInfo Manager
                ParamMgr *piMgr = ParamMgr::getInstance();
                ParamInfoSPtr paramInfo = piMgr->getParamInfoFromId(parameter._originalParamId);

                std::string unit = AxisLegendManager::getTransformedUnits(paramInfo->getUnits());

                unit = "[" + unit + "]#u2";

                if (PlotFunction::isSpectro)
                {
                    Label label(lYAxis->_legend.getFont(), lYAxis->_legend.getColor());
                    label._text = unit;
                    lYAxis->_legend.setLabel(label);
                }
                else
                {
                    Color compLegendColor = colorsLegendsSeriesFFT[pIndex];
                    Label label(lYAxis->_legend.getFont(), compLegendColor);
                    label._text = unit;
                    lYAxis->_legend.pushLabel(label);

                }
            }

        }

    }

    void PlotFunction::getMinMax(std::map<std::string, std::vector<double>> dataMap, double *minToFill, double *maxToFill)
    {
        double maxValue = INT_MIN;
        double minValue = INT_MAX;
        std::map<std::string, std::vector<double>>::iterator it;
        for (it = dataMap.begin(); it != dataMap.end(); it++)
        {
            std::vector<double> data = it->second;
            double max_x = *max_element(data.begin(), data.end());
            double min_x = *min_element(data.begin(), data.end());
            if (max_x > maxValue)
                maxValue = max_x;
            if (min_x < minValue)
                minValue = min_x;
        }

        minValue = minValue - abs(minValue) * 0.01;
        maxValue = maxValue + abs(maxValue) * 0.01;

        *minToFill = minValue;
        *maxToFill = maxValue;
    }

    void PlotFunction::compute(AMDA::Common::ParameterIndexComponent pParamIndex, plot::ParameterData &data, SeriesProperties *pSerie, SpectroProperties *pSpectro, std::string paramOriginID)

    {

        std::vector<double> xValues;
        std::vector<double> yValues;

        if (pSpectro != nullptr)

        {

            ParameterSPtr p = _parameterManager.getParameter(pSpectro->getParamId());
            boost::shared_ptr<AMDA::Info::ParamTable> rightTableSPtr;
            AMDA::Info::ParamInfoSPtr paramInfo = AMDA::Info::ParamMgr::getInstance()->getParamInfoFromId(p->getInfoId());
            if (paramInfo != nullptr)
                rightTableSPtr = paramInfo->getTable(pSpectro->getRelatedDim());

            for (auto index : pSpectro->getIndexes())

            {

                AMDA::Info::t_TableBound crtBound;

                if (pSpectro->getRelatedDim() == 0)

                {
                    crtBound = rightTableSPtr->getBound(&_parameterManager, index.getDim1Index());
                    xValues.push_back((crtBound.min + crtBound.max) / 2.0);
                }

                else

                {
                    crtBound = rightTableSPtr->getBound(&_parameterManager, index.getDim2Index());
                    xValues.push_back((crtBound.min + crtBound.max) / 2.0);
                }

                double sum = 0.0;
                for (int i = 0; i < data.getSize(); ++i)
                {
                    sum += data.getValues(index, 0)[i];
                }

                if (function == PlotFunction::Function::AVG)
                    sum /= data.getSize();
                yValues.push_back(sum);

            }
        }

        else

        {

            for (int index_time = 0; index_time < data.getSize(); index_time++)

            {

                double time = data.getTimes()[index_time];
                xValues.push_back(time);

                double valueTemp = data.getValues(pParamIndex, 0)[index_time];
                yValues.push_back(valueTemp);

            }

            if (function == PlotFunction::Function::SUM)
            {
                double sum = std::accumulate(yValues.begin(), yValues.end(), 0);
                yValues.assign(yValues.size(), sum);
            }

            if (function == PlotFunction::Function::AVG)

            {

                double sum = std::accumulate(yValues.begin(), yValues.end(), 0);
                yValues.assign(yValues.size(), sum);

                const double taille = yValues.size();
                transform(yValues.begin(), yValues.end(), yValues.begin(), [taille](double &c)
                          { return c / taille; });

            }

        }

        if (function == PlotFunction::Function::FFT || function == PlotFunction::Function::DFT)
        {
            AMDA::Parameters::ParameterSPtr originalParam = _parameterManager.getParameter(paramOriginID);
            const double timeSampling = originalParam->getDataWriterTemplate()->getMinSampling();

            LOG4CXX_DEBUG(gLogger, "Fourier:: Signal Size = " << yValues.size());

            DiscreteFourierTransform<double, double> DFT(yValues, timeSampling);
            const bool computeFFT = (function == PlotFunction::Function::FFT);
            DFT.compute(computeFFT);

            std::vector<std::complex<double>> phasors = DFT.getPhasors();
            yValues = DFT.computeDSP(phasors);

            if (computeFFT)
                LOG4CXX_DEBUG(gLogger, "FFT Next Power of 2 = " << yValues.size() << " " << DFT.highestPowerof2(8211));

            if (abscisse.getType() == Abscisse::Abscisse_Type::FREQUENCY)

                xValues = DFT.getFreq(phasors, 1.0 / timeSampling); // DFT.getFrequences();

            else
                xValues = DFT.getPeriods(phasors, 1.0 / timeSampling); // DFT.getFrequences();

        }

        PlotFunction::applyScale(xValues, yValues);

        std::string id = "";
        if (pSerie != nullptr)
        {
            id = std::to_string(pSerie->getId()) + "_" + pSerie->getParamId() + "_" + std::to_string(pParamIndex.getDim1Index());
        }
        else
        {
            id = pSpectro->getParamId();
        }

        PlotFunction::xValuesMap[id] = xValues;
        PlotFunction::yValuesMap[id] = yValues;
    }

    void PlotFunction::applyScale(std::vector<double> &vectX, std::vector<double> &vectY)

    {

        std::vector<double> xtemp;
        std::vector<double> ytemp;
        for (std::size_t i = 0; i < vectX.size(); i++)

        {

            double xValue = vectX[i];
            double yValue = vectY[i];

            if (abscisseScale == Axis::Scale::LOGARITHMIC)

            {

                if (xValue <= 0)
                {
                    LOG4CXX_DEBUG(gLogger, xValue << " Negative value found, no log calculated");
                    xValue = NaN;
                }
                else
                    xValue = log10(xValue);

            }

            if (ordonneeScale == Axis::Scale::LOGARITHMIC)

            {

                if (yValue <= 0)
                {
                    LOG4CXX_DEBUG(gLogger, yValue << " Negative value found, no log calculated");
                    yValue = NaN;
                }

                else

                    yValue = log10(yValue);

            }

            xtemp.push_back(xValue);
            ytemp.push_back(yValue);

        }

        vectX = xtemp;
        vectY = ytemp;

    }

    void PlotFunction::drawStartDate(std::string _timeFormat, double startTime, double stopTime)
    {
        Font font(_panel->getFont());
        Bounds lPanelBounds(_panel->getBoundsInPlPage());

        PLFLT lXMin, lXMax, lYMin, lYMax;
        _pls->gvpd(lXMin, lXMax, lYMin, lYMax);

        float lPosition = 0.0;
        // display it one line above the main panel bottom border :
        float disp = -1;

        long int lTime = static_cast<long int>(startTime);
        tm *lTimeTm = gmtime(&lTime);
        char lTimeChr[80];

        // Format date.
        strftime(lTimeChr, 80,
                 getPlStartTimeFormat(_timeFormat,
                                      startTime,
                                      stopTime)
                     .c_str(),
                 lTimeTm);

        PLFLT mxmin, mxmax, mymin, mymax;
        plgspa(&mxmin, &mxmax, &mymin, &mymax);
        float x_subpage_per_mm = 1. / (mxmax - mxmin);

        LOG4CXX_DEBUG(gLogger, "Start date to draw : " << lTimeChr);

        // Set font
        PlPlotUtil::setPlFont(font);

        PLFLT dateWidthInMm;
        dateWidthInMm = plstrl(lTimeChr);

        // set viewport for start date :
        _pls->vpor(lXMin, lXMax, lPanelBounds._y, lPanelBounds._y + lPanelBounds._height);

        lPosition = 0.;
        if (dateWidthInMm * x_subpage_per_mm > lXMin - lPanelBounds._x)
            lPosition = (dateWidthInMm * x_subpage_per_mm - lXMin + lPanelBounds._x) / (lXMax - lXMin);
        _pls->mtex("b", disp, lPosition, 1., lTimeChr);

        // restore viewport :
        _pls->vpor(lXMin, lXMax, lYMin, lYMax);
    }

    void PlotFunction::preparePlotArea(double startTime, double stopTime, int intervalIndex)
    {

        PlotFunction::applyFunction();

        PlotFunction::setAxisRange();

        if (!PlotFunction::isFourier())

        {

            boost::shared_ptr<Axis> xAxis = _panel->getAxis(X_AXIS_ID1);

            getTimeAxisDecorator()->configure(this, dynamic_cast<TimeAxis *>(xAxis.get()), startTime, stopTime, _pParameterValues);
            _pls->timefmt(getTimeAxisDecorator()->getPlFormat().c_str());
        }

        PlotFunction::configureAxisLegend();

        PanelPlotOutput::preparePlotArea(startTime, stopTime, intervalIndex);

    }

    /**
     * @brief draw the plot for the current time interval
     */
    bool PlotFunction::draw(double startTime, double stopTime, int intervalIndex,

                            bool /*isFirstInterval*/, bool /*isLastInterval*/)

    {

        // Sets panel plplot viewport, draw background & title for the panel
        _panel->draw(_pls);
        fillBackground(_pls);

        // Compute nb series to draw by y axis
        std::map<std::string, int> nbSeriesByYAxisMap = getNbSeriesByYAxis();
        SeriesProperties lSeries;
        // Draw series for parameters.
        for (auto parameter : _parameterAxesList)
        {

            for (auto lSeries : parameter.getYSeriePropertiesList())
            {
                for (auto lIndex : lSeries.getIndexList(_pParameterValues))
                {
                    bool moreThanOneSerieForYAxis = false;
                    if (lSeries.hasYAxis())
                        moreThanOneSerieForYAxis = (nbSeriesByYAxisMap[lSeries.getYAxisId()] > 1);

                    // Draw (configure) window for this series.
                    drawSeries(startTime, stopTime, intervalIndex, parameter._originalParamId,
                               lSeries, lIndex, parameter, moreThanOneSerieForYAxis);

                }
            }
        }

        if (!PlotFunction::isFourier() && !PlotFunction::isSpectro)

        {

            TimeAxis *timeAxis = dynamic_cast<TimeAxis *>(_panel->getAxis(X_AXIS_ID1).get());
            PlotFunction::drawStartDate(timeAxis->_timeFormat, startTime, stopTime);

        }

        PlotFunction::drawSeriesForSpectro(startTime, stopTime, intervalIndex);

        PlotFunction::writeToFileDebug();

        return true;

    }

    void PlotFunction::writeToFileDebug()
    {
        std::ofstream file("plotFunction_results.txt");
        std::map<std::string, std::vector<double>> ::iterator it;

        for (it = xValuesMap.begin(); it != xValuesMap.end(); it++)
        {

            file <<  it->first << std::endl;
            std::vector<double> tempY = yValuesMap[it->first];
            std::vector<double> tempX =  it->second;
            for (std::size_t index = 0; index < tempX.size(); index++)
            {
                double x = tempX[index];
                double y = tempY[index];

                file << std::fixed << x << " " << std::fixed << y << std::endl;
            }

        }

        file.close();
    }

}