view layer/SpectrumLayer.cpp @ 640:c6d705bf1672

Merge from branch "qt5". This revision actually builds with Qt4 (late releases) or Qt5, though it will warn on configure with Qt4.
author Chris Cannam
date Tue, 14 May 2013 12:36:43 +0100
parents 5b72899d692b
children 1a0dfcbffaf1
line wrap: on
line source
/* -*- c-basic-offset: 4 indent-tabs-mode: nil -*-  vi:set ts=8 sts=4 sw=4: */

/*
    Sonic Visualiser
    An audio file viewer and annotation editor.
    Centre for Digital Music, Queen Mary, University of London.
    This file copyright 2006-2007 QMUL.
    
    This program is free software; you can redistribute it and/or
    modify it under the terms of the GNU General Public License as
    published by the Free Software Foundation; either version 2 of the
    License, or (at your option) any later version.  See the file
    COPYING included with this distribution for more information.
*/

#include "SpectrumLayer.h"

#include "data/model/FFTModel.h"
#include "view/View.h"
#include "base/AudioLevel.h"
#include "base/Preferences.h"
#include "base/RangeMapper.h"
#include "base/Pitch.h"
#include "ColourMapper.h"

#include <QPainter>
#include <QTextStream>


SpectrumLayer::SpectrumLayer() :
    m_originModel(0),
    m_channel(-1),
    m_channelSet(false),
    m_windowSize(4096),
    m_windowType(HanningWindow),
    m_windowHopLevel(3),
    m_showPeaks(false),
    m_newFFTNeeded(true)
{
    Preferences *prefs = Preferences::getInstance();
    connect(prefs, SIGNAL(propertyChanged(PropertyContainer::PropertyName)),
            this, SLOT(preferenceChanged(PropertyContainer::PropertyName)));
    setWindowType(prefs->getWindowType());

    setBinScale(LogBins);
}

SpectrumLayer::~SpectrumLayer()
{
    Model *m = const_cast<Model *>
        (static_cast<const Model *>(m_sliceableModel));
    if (m) m->aboutToDelete();
    m_sliceableModel = 0;
    delete m;
}

void
SpectrumLayer::setModel(DenseTimeValueModel *model)
{
    SVDEBUG << "SpectrumLayer::setModel(" << model << ") from " << m_originModel << endl;
    
    if (m_originModel == model) return;

    m_originModel = model;

    if (m_sliceableModel) {
        Model *m = const_cast<Model *>
            (static_cast<const Model *>(m_sliceableModel));
        m->aboutToDelete();
        setSliceableModel(0);
        delete m;
    }

    m_newFFTNeeded = true;

    emit layerParametersChanged();
}

void
SpectrumLayer::setChannel(int channel)
{
    SVDEBUG << "SpectrumLayer::setChannel(" << channel << ") from " << m_channel << endl;
    
    m_channelSet = true;
    
    if (m_channel == channel) return;

    m_channel = channel;

    m_newFFTNeeded = true;

    emit layerParametersChanged();
}

void
SpectrumLayer::setupFFT()
{
    if (m_sliceableModel) {
        Model *m = const_cast<Model *>
            (static_cast<const Model *>(m_sliceableModel));
        m->aboutToDelete();
        setSliceableModel(0);
        delete m;
    }

    if (!m_originModel) {
        return;
    }

    FFTModel *newFFT = new FFTModel(m_originModel,
                                    m_channel,
                                    m_windowType,
                                    m_windowSize,
                                    getWindowIncrement(),
                                    m_windowSize,
                                    false,
                                    StorageAdviser::Criteria
                                    (StorageAdviser::SpeedCritical |
                                     StorageAdviser::FrequentLookupLikely));

    setSliceableModel(newFFT);

    m_biasCurve.clear();
    for (size_t i = 0; i < m_windowSize; ++i) {
        m_biasCurve.push_back(1.f / (float(m_windowSize)/2.f));
    }

    newFFT->resume();

    m_newFFTNeeded = false;
}

Layer::PropertyList
SpectrumLayer::getProperties() const
{
    PropertyList list = SliceLayer::getProperties();
    list.push_back("Window Size");
    list.push_back("Window Increment");
    list.push_back("Show Peak Frequencies");
    return list;
}

QString
SpectrumLayer::getPropertyLabel(const PropertyName &name) const
{
    if (name == "Window Size") return tr("Window Size");
    if (name == "Window Increment") return tr("Window Overlap");
    if (name == "Show Peak Frequencies") return tr("Show Peak Frequencies");
    return SliceLayer::getPropertyLabel(name);
}

QString
SpectrumLayer::getPropertyIconName(const PropertyName &name) const
{
    if (name == "Show Peak Frequencies") return "show-peaks";
    return SliceLayer::getPropertyIconName(name);
}

Layer::PropertyType
SpectrumLayer::getPropertyType(const PropertyName &name) const
{
    if (name == "Window Size") return ValueProperty;
    if (name == "Window Increment") return ValueProperty;
    if (name == "Show Peak Frequencies") return ToggleProperty;
    return SliceLayer::getPropertyType(name);
}

QString
SpectrumLayer::getPropertyGroupName(const PropertyName &name) const
{
    if (name == "Window Size" ||
	name == "Window Increment") return tr("Window");
    if (name == "Show Peak Frequencies") return tr("Bins");
    return SliceLayer::getPropertyGroupName(name);
}

int
SpectrumLayer::getPropertyRangeAndValue(const PropertyName &name,
                                        int *min, int *max, int *deflt) const
{
    int val = 0;

    int garbage0, garbage1, garbage2;
    if (!min) min = &garbage0;
    if (!max) max = &garbage1;
    if (!deflt) deflt = &garbage2;

    if (name == "Window Size") {

	*min = 0;
	*max = 15;
        *deflt = 5;
	
	val = 0;
	int ws = m_windowSize;
	while (ws > 32) { ws >>= 1; val ++; }

    } else if (name == "Window Increment") {
	
	*min = 0;
	*max = 5;
        *deflt = 2;
	
        val = m_windowHopLevel;
    
    } else if (name == "Show Peak Frequencies") {

        return m_showPeaks ? 1 : 0;

    } else {

        val = SliceLayer::getPropertyRangeAndValue(name, min, max, deflt);
    }

    return val;
}

QString
SpectrumLayer::getPropertyValueLabel(const PropertyName &name,
				    int value) const
{
    if (name == "Window Size") {
	return QString("%1").arg(32 << value);
    }
    if (name == "Window Increment") {
	switch (value) {
	default:
	case 0: return tr("None");
	case 1: return tr("25 %");
	case 2: return tr("50 %");
	case 3: return tr("75 %");
	case 4: return tr("87.5 %");
	case 5: return tr("93.75 %");
	}
    }
    return SliceLayer::getPropertyValueLabel(name, value);
}

RangeMapper *
SpectrumLayer::getNewPropertyRangeMapper(const PropertyName &name) const
{
    return SliceLayer::getNewPropertyRangeMapper(name);
}

void
SpectrumLayer::setProperty(const PropertyName &name, int value)
{
    if (name == "Window Size") {
	setWindowSize(32 << value);
    } else if (name == "Window Increment") {
        setWindowHopLevel(value);
    } else if (name == "Show Peak Frequencies") {
        setShowPeaks(value ? true : false);
    } else {
        SliceLayer::setProperty(name, value);
    }
}

void
SpectrumLayer::setWindowSize(size_t ws)
{
    if (m_windowSize == ws) return;
    m_windowSize = ws;
    m_newFFTNeeded = true;
    emit layerParametersChanged();
}

void
SpectrumLayer::setWindowHopLevel(size_t v)
{
    if (m_windowHopLevel == v) return;
    m_windowHopLevel = v;
    m_newFFTNeeded = true;
    emit layerParametersChanged();
}

void
SpectrumLayer::setWindowType(WindowType w)
{
    if (m_windowType == w) return;
    m_windowType = w;
    m_newFFTNeeded = true;
    emit layerParametersChanged();
}

void
SpectrumLayer::setShowPeaks(bool show)
{
    if (m_showPeaks == show) return;
    m_showPeaks = show;
    emit layerParametersChanged();
}

void
SpectrumLayer::preferenceChanged(PropertyContainer::PropertyName name)
{
    if (name == "Window Type") {
        setWindowType(Preferences::getInstance()->getWindowType());
        return;
    }
}

bool
SpectrumLayer::getValueExtents(float &, float &, bool &, QString &) const
{
    return false;
}

float
SpectrumLayer::getXForBin(int bin, int totalBins, float w) const
{
    if (!m_sliceableModel) return SliceLayer::getXForBin(bin, totalBins, w);

    float sampleRate = m_sliceableModel->getSampleRate();
    float binfreq = (sampleRate * bin) / (totalBins * 2);
    
    return getXForFrequency(binfreq, w);
}

int
SpectrumLayer::getBinForX(float x, int totalBins, float w) const
{
    if (!m_sliceableModel) return SliceLayer::getBinForX(x, totalBins, w);

    float sampleRate = m_sliceableModel->getSampleRate();
    float binfreq = getFrequencyForX(x, w);

    return int((binfreq * totalBins * 2) / sampleRate);
}

float
SpectrumLayer::getFrequencyForX(float x, float w) const
{
    float freq = 0;
    if (!m_sliceableModel) return 0;

    int sampleRate = m_sliceableModel->getSampleRate();

    float maxfreq = float(sampleRate) / 2;

    switch (m_binScale) {

    case LinearBins:
        freq = ((x * maxfreq) / w);
        break;
        
    case LogBins:
        freq = powf(10.f, (x * log10f(maxfreq)) / w);
        break;

    case InvertedLogBins:
        freq = maxfreq - powf(10.f, ((w - x) * log10f(maxfreq)) / w);
        break;
    }

    return freq;
}

float
SpectrumLayer::getXForFrequency(float freq, float w) const
{
    float x = 0;
    if (!m_sliceableModel) return x;

    int sampleRate = m_sliceableModel->getSampleRate();

    float maxfreq = float(sampleRate) / 2;

    switch (m_binScale) {

    case LinearBins:
        x = (freq * w) / maxfreq;
        break;
        
    case LogBins:
        x = (log10f(freq) * w) / log10f(maxfreq);
        break;

    case InvertedLogBins:
        if (maxfreq == freq) x = w;
        else x = w - (log10f(maxfreq - freq) * w) / log10f(maxfreq);
        break;
    }

    return x;
}

bool
SpectrumLayer::getXScaleValue(const View *v, int x, 
                              float &value, QString &unit) const
{
    if (m_xorigins.find(v) == m_xorigins.end()) return false;
    int xorigin = m_xorigins.find(v)->second;
    value = getFrequencyForX(x - xorigin, v->width() - xorigin - 1);
    unit = "Hz";
    return true;
}

bool
SpectrumLayer::getYScaleValue(const View *v, int y,
                              float &value, QString &unit) const
{
    value = getValueForY(y, v);

    if (m_energyScale == dBScale || m_energyScale == MeterScale) {

        if (value > 0.f) {
            value = 10.f * log10f(value);
            if (value < m_threshold) value = m_threshold;
        } else value = m_threshold;

        unit = "dBV";

    } else {
        unit = "V";
    }

    return true;
}

bool
SpectrumLayer::getYScaleDifference(const View *v, int y0, int y1,
                                   float &diff, QString &unit) const
{
    bool rv = SliceLayer::getYScaleDifference(v, y0, y1, diff, unit);
    if (rv && (unit == "dBV")) unit = "dB";
    return rv;
}


bool
SpectrumLayer::getCrosshairExtents(View *v, QPainter &paint,
                                   QPoint cursorPos,
                                   std::vector<QRect> &extents) const
{
    QRect vertical(cursorPos.x(), cursorPos.y(), 1, v->height() - cursorPos.y());
    extents.push_back(vertical);

    QRect horizontal(0, cursorPos.y(), v->width(), 12);
    extents.push_back(horizontal);

    int hoffset = 2;
    if (m_binScale == LogBins) hoffset = 13;

    int sw = getVerticalScaleWidth(v, false, paint);

    QRect value(sw, cursorPos.y() - paint.fontMetrics().ascent() - 2,
                paint.fontMetrics().width("0.0000001 V") + 2,
                paint.fontMetrics().height());
    extents.push_back(value);

    QRect log(sw, cursorPos.y() + 2,
              paint.fontMetrics().width("-80.000 dBV") + 2,
              paint.fontMetrics().height());
    extents.push_back(log);

    QRect freq(cursorPos.x(),
               v->height() - paint.fontMetrics().height() - hoffset,
               paint.fontMetrics().width("123456 Hz") + 2,
               paint.fontMetrics().height());
    extents.push_back(freq);

    int w(paint.fontMetrics().width("C#10+50c") + 2);
    QRect pitch(cursorPos.x() - w,
                v->height() - paint.fontMetrics().height() - hoffset,
                w,
                paint.fontMetrics().height());
    extents.push_back(pitch);

    return true;
}

void
SpectrumLayer::paintCrosshairs(View *v, QPainter &paint,
                               QPoint cursorPos) const
{
    if (!m_sliceableModel) return;

    paint.save();
    QFont fn = paint.font();
    if (fn.pointSize() > 8) {
        fn.setPointSize(fn.pointSize() - 1);
        paint.setFont(fn);
    }

    ColourMapper mapper(m_colourMap, 0, 1);
    paint.setPen(mapper.getContrastingColour());

    int xorigin = m_xorigins[v];
    int w = v->width() - xorigin - 1;
    
    paint.drawLine(xorigin, cursorPos.y(), v->width(), cursorPos.y());
    paint.drawLine(cursorPos.x(), cursorPos.y(), cursorPos.x(), v->height());
    
    float fundamental = getFrequencyForX(cursorPos.x() - xorigin, w);

    int hoffset = 2;
    if (m_binScale == LogBins) hoffset = 13;

    v->drawVisibleText(paint,
                       cursorPos.x() + 2,
                       v->height() - 2 - hoffset,
                       QString("%1 Hz").arg(fundamental),
                       View::OutlinedText);

    if (Pitch::isFrequencyInMidiRange(fundamental)) {
        QString pitchLabel = Pitch::getPitchLabelForFrequency(fundamental);
        v->drawVisibleText(paint,
                           cursorPos.x() - paint.fontMetrics().width(pitchLabel) - 2,
                           v->height() - 2 - hoffset,
                           pitchLabel,
                           View::OutlinedText);
    }

    float value = getValueForY(cursorPos.y(), v);
    float thresh = m_threshold;
    float db = thresh;
    if (value > 0.f) db = 10.f * log10f(value);
    if (db < thresh) db = thresh;

    v->drawVisibleText(paint,
                       xorigin + 2,
                       cursorPos.y() - 2,
                       QString("%1 V").arg(value),
                       View::OutlinedText);

    v->drawVisibleText(paint,
                       xorigin + 2,
                       cursorPos.y() + 2 + paint.fontMetrics().ascent(),
                       QString("%1 dBV").arg(db),
                       View::OutlinedText);
    
    int harmonic = 2;

    while (harmonic < 100) {

        float hx = lrintf(getXForFrequency(fundamental * harmonic, w));
        hx += xorigin;

        if (hx < xorigin || hx > v->width()) break;
        
        int len = 7;

        if (harmonic % 2 == 0) {
            if (harmonic % 4 == 0) {
                len = 12;
            } else {
                len = 10;
            }
        }

        paint.drawLine(int(hx),
                       cursorPos.y(),
                       int(hx),
                       cursorPos.y() + len);

        ++harmonic;
    }

    paint.restore();
}

QString
SpectrumLayer::getFeatureDescription(View *v, QPoint &p) const
{
    if (!m_sliceableModel) return "";

    int minbin = 0, maxbin = 0, range = 0;
    QString genericDesc = SliceLayer::getFeatureDescription
        (v, p, false, minbin, maxbin, range);

    if (genericDesc == "") return "";

    float minvalue = 0.f;
    if (minbin < int(m_values.size())) minvalue = m_values[minbin];

    float maxvalue = minvalue;
    if (maxbin < int(m_values.size())) maxvalue = m_values[maxbin];
        
    if (minvalue > maxvalue) std::swap(minvalue, maxvalue);
    
    QString binstr;
    QString hzstr;
    int minfreq = lrintf((minbin * m_sliceableModel->getSampleRate()) /
                         m_windowSize);
    int maxfreq = lrintf((std::max(maxbin, minbin+1)
                           * m_sliceableModel->getSampleRate()) /
                          m_windowSize);

    if (maxbin != minbin) {
        binstr = tr("%1 - %2").arg(minbin+1).arg(maxbin+1);
    } else {
        binstr = QString("%1").arg(minbin+1);
    }
    if (minfreq != maxfreq) {
        hzstr = tr("%1 - %2 Hz").arg(minfreq).arg(maxfreq);
    } else {
        hzstr = tr("%1 Hz").arg(minfreq);
    }
    
    QString valuestr;
    if (maxvalue != minvalue) {
        valuestr = tr("%1 - %2").arg(minvalue).arg(maxvalue);
    } else {
        valuestr = QString("%1").arg(minvalue);
    }
    
    QString dbstr;
    float mindb = AudioLevel::multiplier_to_dB(minvalue);
    float maxdb = AudioLevel::multiplier_to_dB(maxvalue);
    QString mindbstr;
    QString maxdbstr;
    if (mindb == AudioLevel::DB_FLOOR) {
        mindbstr = tr("-Inf");
    } else {
        mindbstr = QString("%1").arg(lrintf(mindb));
    }
    if (maxdb == AudioLevel::DB_FLOOR) {
        maxdbstr = tr("-Inf");
    } else {
        maxdbstr = QString("%1").arg(lrintf(maxdb));
    }
    if (lrintf(mindb) != lrintf(maxdb)) {
        dbstr = tr("%1 - %2").arg(mindbstr).arg(maxdbstr);
    } else {
        dbstr = tr("%1").arg(mindbstr);
    }

    QString description;

    if (range > int(m_sliceableModel->getResolution())) {
        description = tr("%1\nBin:\t%2 (%3)\n%4 value:\t%5\ndB:\t%6")
            .arg(genericDesc)
            .arg(binstr)
            .arg(hzstr)
            .arg(m_samplingMode == NearestSample ? tr("First") :
                 m_samplingMode == SampleMean ? tr("Mean") : tr("Peak"))
            .arg(valuestr)
            .arg(dbstr);
    } else {
        description = tr("%1\nBin:\t%2 (%3)\nValue:\t%4\ndB:\t%5")
            .arg(genericDesc)
            .arg(binstr)
            .arg(hzstr)
            .arg(valuestr)
            .arg(dbstr);
    }
    
    return description;
}

void
SpectrumLayer::paint(View *v, QPainter &paint, QRect rect) const
{
    if (!m_originModel || !m_originModel->isOK() ||
        !m_originModel->isReady()) {
        SVDEBUG << "SpectrumLayer::paint: no origin model, or origin model not OK or not ready" << endl;
        return;
    }

    if (m_newFFTNeeded) {
        SVDEBUG << "SpectrumLayer::paint: new FFT needed, calling setupFFT" << endl;
        const_cast<SpectrumLayer *>(this)->setupFFT(); //ugh
    }

    FFTModel *fft = dynamic_cast<FFTModel *>
        (const_cast<DenseThreeDimensionalModel *>(m_sliceableModel));

    float thresh = (powf(10, -6) / m_gain) * (m_windowSize / 2.f); // -60dB adj

    int xorigin = getVerticalScaleWidth(v, false, paint) + 1;
    int w = v->width() - xorigin - 1;

    int pkh = 0;
//!!!    if (m_binScale == LogBins) {
        pkh = 10;
//!!!    }

    paint.save();

    if (fft && m_showPeaks) {

        // draw peak lines

//        SVDEBUG << "Showing peaks..." << endl;

        size_t col = v->getCentreFrame() / fft->getResolution();

        paint.save();
        paint.setRenderHint(QPainter::Antialiasing, false);
        paint.setPen(QColor(160, 160, 160)); //!!!

        int peakminbin = 0;
        int peakmaxbin = fft->getHeight() - 1;
        float peakmaxfreq = Pitch::getFrequencyForPitch(128);
        peakmaxbin = ((peakmaxfreq * fft->getHeight() * 2) / fft->getSampleRate());
        
        FFTModel::PeakSet peaks = fft->getPeakFrequencies
            (FFTModel::MajorPitchAdaptivePeaks, col, peakminbin, peakmaxbin);

        ColourMapper mapper(ColourMapper::BlackOnWhite, 0, 1);

        BiasCurve curve;
        getBiasCurve(curve);
        size_t cs = curve.size();

        std::vector<float> values;
        
        for (size_t bin = 0; bin < fft->getHeight(); ++bin) {
            float value = m_sliceableModel->getValueAt(col, bin);
            if (bin < cs) value *= curve[bin];
            values.push_back(value);
        }

        for (FFTModel::PeakSet::iterator i = peaks.begin();
             i != peaks.end(); ++i) {

            size_t bin = i->first;
            
//            std::cerr << "bin = " << bin << ", thresh = " << thresh << ", value = " << fft->getMagnitudeAt(col, bin) << std::endl;

            if (!fft->isOverThreshold(col, bin, thresh)) continue;
            
            float freq = i->second;
          
            int x = lrintf(getXForFrequency(freq, w));

            float norm = 0.f;
            float y = getYForValue(values[bin], v, norm); // don't need y, need norm

            paint.setPen(mapper.map(norm));
            paint.drawLine(xorigin + x, 0, xorigin + x, v->height() - pkh - 1);
        }

        paint.restore();
    }
    
    SliceLayer::paint(v, paint, rect);

    //!!! All of this stuff relating to depicting frequencies
    //(keyboard, crosshairs etc) should be applicable to any slice
    //layer whose model has a vertical scale unit of Hz.  However, the
    //dense 3d model at the moment doesn't record its vertical scale
    //unit -- we need to fix that and hoist this code as appropriate.
    //Same really goes for any code in SpectrogramLayer that could be
    //relevant to Colour3DPlotLayer with unit Hz, but that's a bigger
    //proposition.

//    if (m_binScale == LogBins) {

//        int pkh = 10;
        int h = v->height();

        // piano keyboard
        //!!! should be in a new paintHorizontalScale()?
        // nice to have a piano keyboard class, of course

	paint.drawLine(xorigin, h - pkh - 1, w + xorigin, h - pkh - 1);

	int px = xorigin, ppx = xorigin;
	paint.setBrush(paint.pen().color());

	for (int i = 0; i < 128; ++i) {

	    float f = Pitch::getFrequencyForPitch(i);
	    int x = lrintf(getXForFrequency(f, w));
                           
            x += xorigin;

            if (i == 0) {
                px = ppx = x;
            }
            if (i == 1) {
                ppx = px - (x - px);
            }

            if (x < xorigin) {
                ppx = px;
                px = x;
                continue;
            }
                
            if (x > w) {
                break;
            }

	    int n = (i % 12);

            if (n == 1) {
                // C# -- fill the C from here
                QColor col = Qt::gray;
                if (i == 61) { // filling middle C
                    col = Qt::blue;
                    col = col.light(150);
                }
                if (x - ppx > 2) {
                    paint.fillRect((px + ppx) / 2 + 1,
                                   h - pkh,
                                   x - (px + ppx) / 2 - 1,
                                   pkh,
                                   col);
                }
            }

	    if (n == 1 || n == 3 || n == 6 || n == 8 || n == 10) {
		// black notes
		paint.drawLine(x, h - pkh, x, h);
		int rw = lrintf(float(x - px) / 4) * 2;
		if (rw < 2) rw = 2;
		paint.drawRect(x - rw/2, h - pkh, rw, pkh/2);
	    } else if (n == 0 || n == 5) {
		// C, F
		if (px < w) {
		    paint.drawLine((x + px) / 2, h - pkh, (x + px) / 2, h);
		}
	    }

            ppx = px;
	    px = x;
	}
//    }

    paint.restore();
}

void
SpectrumLayer::getBiasCurve(BiasCurve &curve) const
{
    curve = m_biasCurve;
}

void
SpectrumLayer::toXml(QTextStream &stream,
                     QString indent, QString extraAttributes) const
{
    QString s = QString("windowSize=\"%1\" "
                        "windowHopLevel=\"%2\" "
                        "showPeaks=\"%3\" ")
        .arg(m_windowSize)
        .arg(m_windowHopLevel)
        .arg(m_showPeaks ? "true" : "false");

    SliceLayer::toXml(stream, indent, extraAttributes + " " + s);
}

void
SpectrumLayer::setProperties(const QXmlAttributes &attributes)
{
    SliceLayer::setProperties(attributes);

    bool ok = false;

    size_t windowSize = attributes.value("windowSize").toUInt(&ok);
    if (ok) setWindowSize(windowSize);

    size_t windowHopLevel = attributes.value("windowHopLevel").toUInt(&ok);
    if (ok) setWindowHopLevel(windowHopLevel);

    bool showPeaks = (attributes.value("showPeaks").trimmed() == "true");
    setShowPeaks(showPeaks);
}