class HistPlot(QtWidgets.QWidget):
def __init__(self, parent, logger):
super(HistPlot, self).__init__()
# store the logger instance
self.logger = logger
self.verticalScaleDivision = ScaleDivision(-140, 0, 100)
self.verticalScaleTransform = CoordinateTransform(-140, 0, 100, 0, 0)
self.verticalScale = VerticalScaleWidget(self, self.verticalScaleDivision, self.verticalScaleTransform)
self.verticalScale.setTitle("PSD (dB A)")
self.horizontalScaleDivision = ScaleDivision(44, 22000, 100)
self.horizontalScaleTransform = CoordinateTransform(44, 22000, 100, 0, 0)
self.horizontalScale = HorizontalScaleWidget(self, self.horizontalScaleDivision, self.horizontalScaleTransform)
self.horizontalScale.setTitle("Frequency (Hz)")
self.canvasWidget = CanvasWidget(self, self.verticalScaleTransform, self.horizontalScaleTransform)
self.canvasWidget.setTrackerFormatter(lambda x, y: "%d Hz, %.1f dB" % (x, y))
plot_layout = QtWidgets.QGridLayout()
plot_layout.setSpacing(0)
plot_layout.setContentsMargins(0, 0, 0, 0)
plot_layout.addWidget(self.verticalScale, 0, 0)
plot_layout.addWidget(self.canvasWidget, 0, 1)
plot_layout.addWidget(self.horizontalScale, 1, 1)
self.setLayout(plot_layout)
self.needfullreplot = False
self.horizontalScaleTransform.setLogarithmic()
self.horizontalScaleDivision.setLogarithmic()
# insert an additional plot item for the peak bar
self.bar_peak = HistogramPeakBarItem()
self.canvasWidget.attach(self.bar_peak)
self.peak = zeros((1,))
self.peak_int = 0
self.peak_decay = PEAK_DECAY_RATE
self.histogram = HistogramItem()
self.histogram.set_color(Qt.Qt.darkGreen)
self.canvasWidget.attach(self.histogram)
# need to replot here for the size Hints to be computed correctly (depending on axis scales...)
self.update()
def setdata(self, fl, fh, fc, y):
self.histogram.setData(fl, fh, fc, y)
self.compute_peaks(y)
self.bar_peak.setData(fl, fh, self.peak, self.peak_int, y)
# only draw on demand
# self.draw()
def draw(self):
if self.needfullreplot:
self.needfullreplot = False
self.verticalScaleDivision.setLength(self.canvasWidget.height())
self.verticalScaleTransform.setLength(self.canvasWidget.height())
start_border, end_border = self.verticalScale.spacingBorders()
self.verticalScaleTransform.setBorders(start_border, end_border)
self.verticalScale.update()
self.horizontalScaleDivision.setLength(self.canvasWidget.width())
self.horizontalScaleTransform.setLength(self.canvasWidget.width())
start_border, end_border = self.horizontalScale.spacingBorders()
self.horizontalScaleTransform.setBorders(start_border, end_border)
self.horizontalScale.update()
x_major_tick = self.horizontalScaleDivision.majorTicks()
x_minor_tick = self.horizontalScaleDivision.minorTicks()
y_major_tick = self.verticalScaleDivision.majorTicks()
y_minor_tick = self.verticalScaleDivision.minorTicks()
self.canvasWidget.setGrid(array(x_major_tick),
array(x_minor_tick),
array(y_major_tick),
array(y_minor_tick))
self.canvasWidget.update()
# redraw when the widget is resized to update coordinates transformations
def resizeEvent(self, event):
self.needfullreplot = True
self.draw()
def compute_peaks(self, y):
if len(self.peak) != len(y):
y_ones = ones(y.shape)
self.peak = y_ones * (-500.)
self.peak_int = zeros(y.shape)
self.peak_decay = y_ones * 20. * log10(PEAK_DECAY_RATE) * 5000
mask1 = (self.peak < y)
mask2 = (~mask1)
mask2_a = mask2 * (self.peak_int < 0.2)
mask2_b = mask2 * (self.peak_int >= 0.2)
self.peak[mask1] = y[mask1]
self.peak[mask2_a] = self.peak[mask2_a] + self.peak_decay[mask2_a]
self.peak_decay[mask1] = 20. * log10(PEAK_DECAY_RATE) * 5000
self.peak_decay[mask2_a] += 20. * log10(PEAK_DECAY_RATE) * 5000
self.peak_int[mask1] = 1.
self.peak_int[mask2_b] *= 0.975
def setspecrange(self, spec_min, spec_max):
self.verticalScaleTransform.setRange(spec_min, spec_max)
self.verticalScaleDivision.setRange(spec_min, spec_max)
# notify that sizeHint has changed (this should be done with a signal emitted from the scale division to the scale bar)
self.verticalScale.scaleBar.updateGeometry()
self.needfullreplot = True
self.update()
def setweighting(self, weighting):
if weighting is 0:
title = "PSD (dB)"
elif weighting is 1:
title = "PSD (dB A)"
elif weighting is 2:
title = "PSD (dB B)"
else:
title = "PSD (dB C)"
self.verticalScale.setTitle(title)
class SpectrumPlotWidget(QtWidgets.QWidget):
def __init__(self, parent, logger=None):
super(SpectrumPlotWidget, self).__init__(parent)
self.x1 = array([0.1, 0.5, 1.])
self.x2 = array([0.5, 1., 2.])
self.needtransform = False
self.paused = False
self.peaks_enabled = True
self.peak = zeros((3, ))
self.peak_int = zeros((3, ))
self.peak_decay = ones((3, )) * PEAK_DECAY_RATE
self.verticalScaleDivision = ScaleDivision(0, 1, 100)
self.verticalScaleTransform = CoordinateTransform(0, 1, 100, 0, 0)
self.verticalScale = VerticalScaleWidget(self,
self.verticalScaleDivision,
self.verticalScaleTransform)
self.verticalScale.setTitle("PSD (dB)")
self.horizontalScaleDivision = ScaleDivision(0, 22000, 100)
self.horizontalScaleTransform = CoordinateTransform(
0, 22000, 100, 0, 0)
self.horizontalScale = HorizontalScaleWidget(
self, self.horizontalScaleDivision, self.horizontalScaleTransform)
self.horizontalScale.setTitle("Frequency (Hz)")
self.canvasWidget = GlCanvasWidget(self, self.verticalScaleTransform,
self.horizontalScaleTransform)
self.canvasWidget.setTrackerFormatter(lambda x, y: "%d Hz, %.1f dB" %
(x, y))
self.canvasWidget.resized.connect(self.canvasResized)
r_peak = lambda p: 1. + 0. * p
g_peak = lambda p: 1. - p
b_peak = lambda p: 1. - p
self.peakQuadsItem = QuadsItem(r_peak, g_peak, b_peak)
self.canvasWidget.attach(self.peakQuadsItem)
r_signal = lambda p: 0. * p
g_signal = lambda p: 0.3 + 0.5 * p
b_signal = lambda p: 0. * p
self.quadsItem = QuadsItem(r_signal, g_signal, b_signal)
self.canvasWidget.attach(self.quadsItem)
plotLayout = QtWidgets.QGridLayout()
plotLayout.setSpacing(0)
plotLayout.setContentsMargins(0, 0, 0, 0)
plotLayout.addWidget(self.verticalScale, 0, 0)
plotLayout.addWidget(self.canvasWidget, 0, 1)
plotLayout.addWidget(self.horizontalScale, 1, 1)
self.setLayout(plotLayout)
def setlinfreqscale(self):
self.horizontalScaleTransform.setLinear()
self.horizontalScaleDivision.setLinear()
self.needtransform = True
self.draw()
def setlogfreqscale(self):
self.horizontalScaleTransform.setLogarithmic()
self.horizontalScaleDivision.setLogarithmic()
self.needtransform = True
self.draw()
def setfreqrange(self, minfreq, maxfreq):
self.xmin = minfreq
self.xmax = maxfreq
self.horizontalScaleTransform.setRange(minfreq, maxfreq)
self.horizontalScaleDivision.setRange(minfreq, maxfreq)
# notify that sizeHint has changed (this should be done with a signal emitted from the scale division to the scale bar)
self.horizontalScale.scaleBar.updateGeometry()
self.needtransform = True
self.draw()
def setspecrange(self, spec_min, spec_max):
if spec_min > spec_max:
spec_min, spec_max = spec_max, spec_min
self.verticalScaleTransform.setRange(spec_min, spec_max)
self.verticalScaleDivision.setRange(spec_min, spec_max)
# notify that sizeHint has changed (this should be done with a signal emitted from the scale division to the scale bar)
self.verticalScale.scaleBar.updateGeometry()
self.needtransform = True
self.draw()
def setweighting(self, weighting):
if weighting is 0:
title = "PSD (dB)"
elif weighting is 1:
title = "PSD (dB A)"
elif weighting is 2:
title = "PSD (dB B)"
else:
title = "PSD (dB C)"
self.verticalScale.setTitle(title)
self.needtransform = True
self.draw()
def setShowFreqLabel(self, showFreqLabel):
self.canvasWidget.setShowFreqLabel(showFreqLabel)
def set_peaks_enabled(self, enabled):
self.peaks_enabled = enabled
self.canvasWidget.detachAll()
if enabled:
self.canvasWidget.attach(self.peakQuadsItem)
self.canvasWidget.attach(self.quadsItem)
def set_baseline_displayUnits(self, baseline):
self.quadsItem.set_baseline_displayUnits(baseline)
def set_baseline_dataUnits(self, baseline):
self.quadsItem.set_baseline_dataUnits(baseline)
def setdata(self, x, y, fmax):
x1 = zeros(x.shape)
x2 = zeros(x.shape)
x1[0] = 1e-10
x1[1:] = (x[1:] + x[:-1]) / 2.
x2[:-1] = x1[1:]
x2[-1] = float(SAMPLING_RATE / 2)
if len(x1) != len(self.x1):
self.needtransform = True
self.x1 = x1
self.x2 = x2
if not self.paused:
self.canvasWidget.setfmax(fmax)
M = max(y)
m = self.verticalScaleTransform.coord_min
y_int = (y - m) / (np.abs(M - m) + 1e-3)
self.quadsItem.setData(x1, x2, y, y_int)
if self.peaks_enabled:
self.compute_peaks(y)
self.peakQuadsItem.setData(x1, x2, self.peak, self.peak_int)
def draw(self):
if self.needtransform:
self.verticalScaleDivision.setLength(self.canvasWidget.height())
self.verticalScaleTransform.setLength(self.canvasWidget.height())
startBorder, endBorder = self.verticalScale.spacingBorders()
self.verticalScaleTransform.setBorders(startBorder, endBorder)
self.verticalScale.update()
self.horizontalScaleDivision.setLength(self.canvasWidget.width())
self.horizontalScaleTransform.setLength(self.canvasWidget.width())
startBorder, endBorder = self.horizontalScale.spacingBorders()
self.horizontalScaleTransform.setBorders(startBorder, endBorder)
self.horizontalScale.update()
self.canvasWidget.setGrid(
array(self.horizontalScaleDivision.majorTicks()),
array(self.horizontalScaleDivision.minorTicks()),
array(self.verticalScaleDivision.majorTicks()),
array(self.verticalScaleDivision.minorTicks()))
self.quadsItem.transformUpdate()
self.peakQuadsItem.transformUpdate()
self.needtransform = False
def pause(self):
self.paused = True
self.canvasWidget.pause()
def restart(self):
self.paused = False
self.canvasWidget.restart()
# redraw when the widget is resized to update coordinates transformations
# QOpenGlWidget does not like that we override resizeEvent
def canvasResized(self, canvasWidth, canvasHeight):
self.needtransform = True
self.draw()
def canvasUpdate(self):
self.canvasWidget.update()
def compute_peaks(self, y):
if len(self.peak) != len(y):
y_ones = ones(y.shape)
self.peak = y_ones * (-500.)
self.peak_int = zeros(y.shape)
self.peak_decay = y_ones * 20. * log10(PEAK_DECAY_RATE) * 5000
mask1 = (self.peak < y)
mask2 = (-mask1)
mask2_a = mask2 * (self.peak_int < 0.2)
mask2_b = mask2 * (self.peak_int >= 0.2)
self.peak[mask1] = y[mask1]
self.peak[mask2_a] = self.peak[mask2_a] + self.peak_decay[mask2_a]
self.peak_decay[mask1] = 20. * log10(PEAK_DECAY_RATE) * 5000
self.peak_decay[mask2_a] += 20. * log10(PEAK_DECAY_RATE) * 5000
self.peak_int[mask1] = 1.
self.peak_int[mask2_b] *= 0.975
class SpectrumPlotWidget(QtWidgets.QWidget):
def __init__(self, parent, logger=None):
super(SpectrumPlotWidget, self).__init__()
self.x1 = array([0.1, 0.5, 1.])
self.x2 = array([0.5, 1., 2.])
self.needtransform = False
self.paused = False
self.verticalScaleDivision = ScaleDivision(0, 1, 100)
self.verticalScaleTransform = CoordinateTransform(0, 1, 100, 0, 0)
self.verticalScale = VerticalScaleWidget(self, self.verticalScaleDivision, self.verticalScaleTransform)
self.verticalScale.setTitle("PSD (dB)")
self.horizontalScaleDivision = ScaleDivision(0, 22000, 100)
self.horizontalScaleTransform = CoordinateTransform(0, 22000, 100, 0, 0)
self.horizontalScale = HorizontalScaleWidget(self, self.horizontalScaleDivision, self.horizontalScaleTransform)
self.horizontalScale.setTitle("Frequency (Hz)")
self.canvasWidget = GlCanvasWidget(self, self.verticalScaleTransform, self.horizontalScaleTransform)
self.canvasWidget.setTrackerFormatter(lambda x, y: "%d Hz, %.1f dB" %(x, y))
self.quadsItem = QuadsItem()
self.canvasWidget.attach(self.quadsItem)
plotLayout = QtWidgets.QGridLayout()
plotLayout.setSpacing(0)
plotLayout.setContentsMargins(0, 0, 0, 0)
plotLayout.addWidget(self.verticalScale, 0, 0)
plotLayout.addWidget(self.canvasWidget, 0, 1)
plotLayout.addWidget(self.horizontalScale, 1, 1)
self.setLayout(plotLayout)
def setlinfreqscale(self):
self.horizontalScaleTransform.setLinear()
self.horizontalScaleDivision.setLinear()
self.needtransform = True
self.draw()
def setlogfreqscale(self):
self.horizontalScaleTransform.setLogarithmic()
self.horizontalScaleDivision.setLogarithmic()
self.needtransform = True
self.draw()
def setfreqrange(self, minfreq, maxfreq):
self.xmin = minfreq
self.xmax = maxfreq
self.horizontalScaleTransform.setRange(minfreq, maxfreq)
self.horizontalScaleDivision.setRange(minfreq, maxfreq)
# notify that sizeHint has changed (this should be done with a signal emitted from the scale division to the scale bar)
self.horizontalScale.scaleBar.updateGeometry()
self.needtransform = True
self.draw()
def setspecrange(self, spec_min, spec_max):
self.verticalScaleTransform.setRange(spec_min, spec_max)
self.verticalScaleDivision.setRange(spec_min, spec_max)
# notify that sizeHint has changed (this should be done with a signal emitted from the scale division to the scale bar)
self.verticalScale.scaleBar.updateGeometry()
self.needtransform = True
self.draw()
def setweighting(self, weighting):
if weighting is 0:
title = "PSD (dB)"
elif weighting is 1:
title = "PSD (dB A)"
elif weighting is 2:
title = "PSD (dB B)"
else:
title = "PSD (dB C)"
self.verticalScale.setTitle(title)
self.needtransform = True
self.draw()
def setShowFreqLabel(self, showFreqLabel):
self.canvasWidget.setShowFreqLabel(showFreqLabel)
def set_peaks_enabled(self, enabled):
self.quadsItem.set_peaks_enabled(enabled)
def set_baseline_displayUnits(self, baseline):
self.quadsItem.set_baseline_displayUnits(baseline)
def set_baseline_dataUnits(self, baseline):
self.quadsItem.set_baseline_dataUnits(baseline)
def setdata(self, x, y, fmax):
x1 = zeros(x.shape)
x2 = zeros(x.shape)
x1[0] = 1e-10
x1[1:] = (x[1:] + x[:-1])/2.
x2[:-1] = x1[1:]
x2[-1] = float(SAMPLING_RATE/2)
if len(x1) != len(self.x1):
self.needtransform = True
self.x1 = x1
self.x2 = x2
if not self.paused:
self.canvasWidget.setfmax(fmax)
self.quadsItem.setData(x1, x2, y)
# TODO :
# - Fix peaks loss when resizing
# - optimize if further needed
def draw(self):
if self.needtransform:
self.verticalScaleDivision.setLength(self.canvasWidget.height())
self.verticalScaleTransform.setLength(self.canvasWidget.height())
startBorder, endBorder = self.verticalScale.spacingBorders()
self.verticalScaleTransform.setBorders(startBorder, endBorder)
self.verticalScale.update()
self.horizontalScaleDivision.setLength(self.canvasWidget.width())
self.horizontalScaleTransform.setLength(self.canvasWidget.width())
startBorder, endBorder = self.horizontalScale.spacingBorders()
self.horizontalScaleTransform.setBorders(startBorder, endBorder)
self.horizontalScale.update()
self.canvasWidget.setGrid(array(self.horizontalScaleDivision.majorTicks()),
array(self.horizontalScaleDivision.minorTicks()),
array(self.verticalScaleDivision.majorTicks()),
array(self.verticalScaleDivision.minorTicks())
)
self.quadsItem.transformUpdate()
self.needtransform = False
def pause(self):
self.paused = True
self.canvasWidget.pause()
def restart(self):
self.paused = False
self.canvasWidget.restart()
# redraw when the widget is resized to update coordinates transformations
def resizeEvent(self, event):
self.needtransform = True
self.draw()
class ImagePlot(QtWidgets.QWidget):
def __init__(self, parent):
super(ImagePlot, self).__init__(parent)
self.verticalScaleDivision = ScaleDivision(20, 20000, 100)
self.verticalScaleTransform = CoordinateTransform(20, 20000, 100, 0, 0)
self.verticalScale = VerticalScaleWidget(self, self.verticalScaleDivision, self.verticalScaleTransform)
self.verticalScale.setTitle("Frequency (Hz)")
self.verticalScale.scaleBar.setTickFormatter(tickFormatter)
self.horizontalScaleDivision = ScaleDivision(0, 10, 100)
self.horizontalScaleTransform = CoordinateTransform(0, 10, 100, 0, 0)
self.horizontalScale = HorizontalScaleWidget(self, self.horizontalScaleDivision, self.horizontalScaleTransform)
self.horizontalScale.setTitle("Time (s)")
self.colorScaleDivision = ScaleDivision(-140, 0, 100)
self.colorScaleTransform = CoordinateTransform(-140, 0, 100, 0, 0)
self.colorScale = ColorScaleWidget(self, self.colorScaleDivision, self.colorScaleTransform)
self.colorScale.setTitle("PSD (dB A)")
self.canvasWidget = CanvasWidget(self, self.verticalScaleTransform, self.horizontalScaleTransform)
self.canvasWidget.setTrackerFormatter(lambda x, y: "%.2f s, %d Hz" % (x, y))
plotLayout = QtWidgets.QGridLayout()
plotLayout.setSpacing(0)
plotLayout.setContentsMargins(0, 0, 0, 0)
plotLayout.addWidget(self.verticalScale, 0, 0)
plotLayout.addWidget(self.canvasWidget, 0, 1)
plotLayout.addWidget(self.colorScale, 0, 2)
plotLayout.addWidget(self.horizontalScale, 1, 1)
self.setLayout(plotLayout)
self.needfullreplot = False
# attach a plot image
self.plotImage = PlotImage()
self.canvasWidget.attach(self.plotImage)
self.setlinfreqscale()
self.setspecrange(-140., 0.)
# need to replot here for the size Hints to be computed correctly (depending on axis scales...)
self.update()
def addData(self, freq, xyzs, last_data_time):
self.plotImage.addData(freq, xyzs, self.logfreqscale, last_data_time)
def draw(self):
if self.needfullreplot:
self.needfullreplot = False
self.verticalScaleDivision.setLength(self.canvasWidget.height())
self.verticalScaleTransform.setLength(self.canvasWidget.height())
startBorder, endBorder = self.verticalScale.spacingBorders()
self.verticalScaleTransform.setBorders(startBorder, endBorder)
self.verticalScale.update()
self.horizontalScaleDivision.setLength(self.canvasWidget.width())
self.horizontalScaleTransform.setLength(self.canvasWidget.width())
startBorder, endBorder = self.horizontalScale.spacingBorders()
self.horizontalScaleTransform.setBorders(startBorder, endBorder)
self.horizontalScale.update()
self.colorScaleDivision.setLength(self.canvasWidget.height())
self.colorScaleTransform.setLength(self.canvasWidget.height())
startBorder, endBorder = self.colorScale.spacingBorders()
self.colorScaleTransform.setBorders(startBorder, endBorder)
self.colorScale.update()
self.canvasWidget.update()
# redraw when the widget is resized to update coordinates transformations
def resizeEvent(self, event):
self.needfullreplot = True
self.draw()
def pause(self):
self.plotImage.pause()
def restart(self):
self.plotImage.restart()
def setlinfreqscale(self):
self.plotImage.erase()
self.logfreqscale = 0
self.plotImage.setlogfreqscale(False)
self.verticalScaleTransform.setLinear()
self.verticalScaleDivision.setLinear()
# notify that sizeHint has changed (this should be done with a signal emitted from the scale division to the scale bar)
self.verticalScale.scaleBar.updateGeometry()
self.needfullreplot = True
self.update()
def setlog10freqscale(self):
self.plotImage.erase()
self.logfreqscale = 1
self.plotImage.setlogfreqscale(True)
self.verticalScaleTransform.setLogarithmic()
self.verticalScaleDivision.setLogarithmic()
# notify that sizeHint has changed (this should be done with a signal emitted from the scale division to the scale bar)
self.verticalScale.scaleBar.updateGeometry()
self.needfullreplot = True
self.update()
def settimerange(self, timerange_seconds, dT_seconds):
self.plotImage.settimerange(timerange_seconds, dT_seconds)
self.horizontalScaleTransform.setRange(0, timerange_seconds)
self.horizontalScaleDivision.setRange(0, timerange_seconds)
# notify that sizeHint has changed (this should be done with a signal emitted from the scale division to the scale bar)
self.horizontalScale.scaleBar.updateGeometry()
self.needfullreplot = True
self.update()
def set_sfft_rate(self, rate_frac):
self.plotImage.set_sfft_rate(rate_frac)
def setfreqrange(self, minfreq, maxfreq):
self.plotImage.setfreqrange(minfreq, maxfreq)
self.verticalScaleTransform.setRange(minfreq, maxfreq)
self.verticalScaleDivision.setRange(minfreq, maxfreq)
# notify that sizeHint has changed (this should be done with a signal emitted from the scale division to the scale bar)
self.verticalScale.scaleBar.updateGeometry()
self.needfullreplot = True
self.update()
def setspecrange(self, spec_min, spec_max):
self.colorScaleTransform.setRange(spec_min, spec_max)
self.colorScaleDivision.setRange(spec_min, spec_max)
# notify that sizeHint has changed (this should be done with a signal emitted from the scale division to the scale bar)
self.colorScale.scaleBar.updateGeometry()
self.needfullreplot = True
self.update()
def setweighting(self, weighting):
if weighting is 0:
title = "PSD (dB)"
elif weighting is 1:
title = "PSD (dB A)"
elif weighting is 2:
title = "PSD (dB B)"
else:
title = "PSD (dB C)"
self.colorScale.setTitle(title)
class SpectrumPlotWidget(QtWidgets.QWidget):
def __init__(self, parent, sharedGLWidget, logger=None):
super(SpectrumPlotWidget, self).__init__()
self.peaks_enabled = True
self.peak = zeros((3, ))
self.peak_int = zeros((3, ))
self.peak_decay = ones((3, )) * PEAK_DECAY_RATE
self.x1 = array([0.1, 0.5, 1.])
self.x2 = array([0.5, 1., 2.])
self.y = array([0., 0., 0.])
self.fmax = 1e3
self.transformed_x1 = self.x1
self.transformed_x2 = self.x2
self.baseline_transformed = False
self.baseline = 0.
self.needtransform = False
self.verticalScaleDivision = ScaleDivision(0, 1, 100)
self.verticalScaleTransform = CoordinateTransform(0, 1, 100, 0, 0)
self.verticalScale = VerticalScaleWidget(self,
self.verticalScaleDivision,
self.verticalScaleTransform)
self.verticalScale.setTitle("PSD (dB)")
self.horizontalScaleDivision = ScaleDivision(0, 22000, 100)
self.horizontalScaleTransform = CoordinateTransform(
0, 22000, 100, 0, 0)
self.horizontalScale = HorizontalScaleWidget(
self, self.horizontalScaleDivision, self.horizontalScaleTransform)
self.horizontalScale.setTitle("Frequency (Hz)")
self.canvasWidget = GlCanvasWidget(self, sharedGLWidget,
self.verticalScaleTransform,
self.horizontalScaleTransform)
self.canvasWidget.setTrackerFormatter(lambda x, y: "%d Hz, %.1f dB" %
(x, y))
self.quadsItem = QuadsItem()
self.canvasWidget.attach(self.quadsItem)
plotLayout = QtWidgets.QGridLayout()
plotLayout.setSpacing(0)
plotLayout.setContentsMargins(0, 0, 0, 0)
plotLayout.addWidget(self.verticalScale, 0, 0)
plotLayout.addWidget(self.canvasWidget, 0, 1)
plotLayout.addWidget(self.horizontalScale, 1, 1)
self.setLayout(plotLayout)
def setlinfreqscale(self):
self.logx = False
self.horizontalScaleTransform.setLinear()
self.horizontalScaleDivision.setLinear()
self.needtransform = True
self.draw()
def setlogfreqscale(self):
self.logx = True
self.horizontalScaleTransform.setLogarithmic()
self.horizontalScaleDivision.setLogarithmic()
self.needtransform = True
self.draw()
def setfreqrange(self, minfreq, maxfreq):
self.xmin = minfreq
self.xmax = maxfreq
self.horizontalScaleTransform.setRange(minfreq, maxfreq)
self.horizontalScaleDivision.setRange(minfreq, maxfreq)
# notify that sizeHint has changed (this should be done with a signal emitted from the scale division to the scale bar)
self.horizontalScale.scaleBar.updateGeometry()
self.needtransform = True
self.draw()
def setspecrange(self, spec_min, spec_max):
self.verticalScaleTransform.setRange(spec_min, spec_max)
self.verticalScaleDivision.setRange(spec_min, spec_max)
# notify that sizeHint has changed (this should be done with a signal emitted from the scale division to the scale bar)
self.verticalScale.scaleBar.updateGeometry()
self.needtransform = True
self.draw()
def setweighting(self, weighting):
if weighting is 0:
title = "PSD (dB)"
elif weighting is 1:
title = "PSD (dB A)"
elif weighting is 2:
title = "PSD (dB B)"
else:
title = "PSD (dB C)"
self.verticalScale.setTitle(title)
self.needtransform = True
self.draw()
def setShowFreqLabel(self, showFreqLabel):
self.canvasWidget.setShowFreqLabel(showFreqLabel)
def set_peaks_enabled(self, enabled):
self.peaks_enabled = enabled
def set_baseline_displayUnits(self, baseline):
self.baseline_transformed = False
self.baseline = baseline
def set_baseline_dataUnits(self, baseline):
self.baseline_transformed = True
self.baseline = baseline
def setdata(self, x, y, fmax):
x1 = zeros(x.shape)
x2 = zeros(x.shape)
x1[0] = 1e-10
x1[1:] = (x[1:] + x[:-1]) / 2.
x2[:-1] = x1[1:]
x2[-1] = float(SAMPLING_RATE / 2)
if len(x1) != len(self.x1):
self.needtransform = True
# save data for resizing
self.x1 = x1
self.x2 = x2
# save data for resizing
self.y = y
self.fmax = fmax
self.draw()
# TODO :
# - Fix peaks loss when resizing
# - optimize if further needed
def pre_tree_rebin(self, x1, x2):
if len(x2) == 0:
# enf of recursion !
return x1, x2, 0
n0 = max(where(x2 - x1 >= 0.5)[0])
# leave untouched the frequency bins that span more than half a pixel
# and first make sure that what will be left can be decimated by two
rest = len(x2) - n0 - ((len(x2) - n0) // 2) * 2
n0 += rest
x1_0 = x1[:n0]
x2_0 = x2[:n0]
# decimate the rest
x1_2 = x1[n0::2]
x2_2 = x2[n0 + 1::2]
# recursive !!
x1_2, x2_2, n2 = self.pre_tree_rebin(x1_2, x2_2)
if n2 == 0.:
n = [n0]
else:
n = [n0] + [i * 2 + n0 for i in n2]
x1 = hstack((x1_0, x1_2))
x2 = hstack((x2_0, x2_2))
return x1, x2, n
def tree_rebin(self, y, ns, N):
y2 = zeros(N)
n = 0
for i in range(len(ns) - 1):
y3 = y[ns[i]:ns[i + 1]]
d = 2**i
l = len(y3) / d
y3.shape = (l, d)
# Note: the FFT spectrum is mostly used to identify frequency content
# ans _peaks_ are particularly interesting (e.g. feedback frequencies)
# so we display the _max_ instead of the mean of each bin
#y3 = mean(y3, axis=1)
#y3 = (y3[::2] + y3[1::2])*0.5
y3 = np.max(y3, axis=1)
y2[n:n + len(y3)] = y3
n += l
return y2
def draw(self):
if self.needtransform:
self.verticalScaleDivision.setLength(self.canvasWidget.height())
self.verticalScaleTransform.setLength(self.canvasWidget.height())
startBorder, endBorder = self.verticalScale.spacingBorders()
self.verticalScaleTransform.setBorders(startBorder, endBorder)
self.verticalScale.update()
self.horizontalScaleDivision.setLength(self.canvasWidget.width())
self.horizontalScaleTransform.setLength(self.canvasWidget.width())
startBorder, endBorder = self.horizontalScale.spacingBorders()
self.horizontalScaleTransform.setBorders(startBorder, endBorder)
self.horizontalScale.update()
# transform the coordinates only when needed
x1 = self.horizontalScaleTransform.toScreen(self.x1)
x2 = self.horizontalScaleTransform.toScreen(self.x2)
if self.logx:
self.transformed_x1, self.transformed_x2, n = self.pre_tree_rebin(
x1, x2)
self.n = [0] + n
self.N = 0
for i in range(len(self.n) - 1):
self.N += (self.n[i + 1] - self.n[i]) / 2**i
else:
self.transformed_x1 = x1
self.transformed_x2 = x2
self.canvasWidget.setGrid(
array(self.horizontalScaleDivision.majorTicks()),
array(self.horizontalScaleDivision.minorTicks()),
array(self.verticalScaleDivision.majorTicks()),
array(self.verticalScaleDivision.minorTicks()))
self.needtransform = False
# for easier reading
x1 = self.transformed_x1
x2 = self.transformed_x2
if self.logx:
y = self.tree_rebin(self.y, self.n, self.N)
else:
n = floor(1. / (x2[2] - x1[1]))
if n > 0:
new_len = len(self.y) // n
rest = len(self.y) - new_len * n
new_y = self.y[:-rest]
new_y.shape = (new_len, n)
y = mean(new_y, axis=1)
x1 = x1[:-rest:n]
x2 = x2[n::n]
else:
y = self.y
if self.peaks_enabled:
self.compute_peaks(y)
transformed_y = self.verticalScaleTransform.toScreen(y)
Ones = ones(x1.shape)
Ones_shaded = Ones #.copy()
# FIXME : the following would give a satisfying result if the
# bins were one pixel wide at minimum => Need to to a rounding
# to pixels
#w = x2 - x1
#i = where(w<1.)[0]
#if len(i)>0:
# Ones_shaded[:i[0]:2] = 1.2
if self.peaks_enabled:
transformed_peak = self.verticalScaleTransform.toScreen(self.peak)
n = x1.size
# FIXME should be done conditionally to need_transform
x1_with_peaks = zeros((2 * n))
x2_with_peaks = zeros((2 * n))
y_with_peaks = zeros((2 * n))
r_with_peaks = zeros((2 * n))
g_with_peaks = zeros((2 * n))
b_with_peaks = zeros((2 * n))
x1_with_peaks[:n] = x1
x1_with_peaks[n:] = x1
x2_with_peaks[:n] = x2
x2_with_peaks[n:] = x2
y_with_peaks[:n] = transformed_peak
y_with_peaks[n:] = transformed_y
r_with_peaks[:n] = 1. * Ones
r_with_peaks[n:] = 0. * Ones
g_with_peaks[:n] = 1. - self.peak_int
g_with_peaks[n:] = 0.5 * Ones_shaded
b_with_peaks[:n] = 1. - self.peak_int
b_with_peaks[n:] = 0. * Ones
else:
x1_with_peaks = x1
x2_with_peaks = x2
y_with_peaks = transformed_y
r_with_peaks = 0. * Ones
g_with_peaks = 0.5 * Ones_shaded
b_with_peaks = 0. * Ones
if self.baseline_transformed:
# used for dual channel response measurement
baseline = self.verticalScaleTransform.toScreen(self.baseline)
else:
# used for single channel analysis
baseline = self.baseline
xmax = self.horizontalScaleTransform.toScreen(self.fmax)
self.canvasWidget.setfmax(xmax, self.fmax)
self.quadsItem.setData(x1_with_peaks, y_with_peaks,
x2_with_peaks - x1_with_peaks, baseline,
r_with_peaks, g_with_peaks, b_with_peaks)
self.canvasWidget.update()
# redraw when the widget is resized to update coordinates transformations
def resizeEvent(self, event):
self.needtransform = True
self.draw()
def compute_peaks(self, y):
if len(self.peak) != len(y):
y_ones = ones(y.shape)
self.peak = y_ones * (-500.)
self.peak_int = zeros(y.shape)
self.peak_decay = y_ones * 20. * log10(PEAK_DECAY_RATE) * 5000
mask1 = (self.peak < y)
mask2 = (-mask1)
mask2_a = mask2 * (self.peak_int < 0.2)
mask2_b = mask2 * (self.peak_int >= 0.2)
self.peak[mask1] = y[mask1]
self.peak[mask2_a] = self.peak[mask2_a] + self.peak_decay[mask2_a]
self.peak_decay[mask1] = 20. * log10(PEAK_DECAY_RATE) * 5000
self.peak_decay[mask2_a] += 20. * log10(PEAK_DECAY_RATE) * 5000
self.peak_int[mask1] = 1.
self.peak_int[mask2_b] *= 0.975
class HistPlot(QtWidgets.QWidget):
def __init__(self, parent, logger):
super(HistPlot, self).__init__()
# store the _logger instance
self.logger = logger
self.verticalScaleDivision = ScaleDivision(-140, 0, 100)
self.verticalScaleTransform = CoordinateTransform(-140, 0, 100, 0, 0)
self.verticalScale = VerticalScaleWidget(self, self.verticalScaleDivision, self.verticalScaleTransform)
self.verticalScale.setTitle("PSD (dB A)")
self.horizontalScaleDivision = ScaleDivision(44, 22000, 100)
self.horizontalScaleTransform = CoordinateTransform(44, 22000, 100, 0, 0)
self.horizontalScale = HorizontalScaleWidget(self, self.horizontalScaleDivision, self.horizontalScaleTransform)
self.horizontalScale.setTitle("Frequency (Hz)")
self.canvasWidget = CanvasWidget(self, self.verticalScaleTransform, self.horizontalScaleTransform)
self.canvasWidget.setTrackerFormatter(lambda x, y: "%d Hz, %.1f dB" % (x, y))
plot_layout = QtWidgets.QGridLayout()
plot_layout.setSpacing(0)
plot_layout.setContentsMargins(0, 0, 0, 0)
plot_layout.addWidget(self.verticalScale, 0, 0)
plot_layout.addWidget(self.canvasWidget, 0, 1)
plot_layout.addWidget(self.horizontalScale, 1, 1)
self.setLayout(plot_layout)
self.needfullreplot = False
self.horizontalScaleTransform.setLogarithmic()
self.horizontalScaleDivision.setLogarithmic()
# insert an additional plot item for the peak bar
self.bar_peak = HistogramPeakBarItem()
self.canvasWidget.attach(self.bar_peak)
self.peak = zeros((1,))
self.peak_int = 0
self.peak_decay = PEAK_DECAY_RATE
self.histogram = HistogramItem()
self.histogram.set_color(Qt.Qt.darkGreen)
self.canvasWidget.attach(self.histogram)
# need to replot here for the size Hints to be computed correctly (depending on axis scales...)
self.update()
def setdata(self, fl, fh, fc, y):
self.histogram.setData(fl, fh, fc, y)
self.compute_peaks(y)
self.bar_peak.setData(fl, fh, self.peak, self.peak_int, y)
# only draw on demand
# self.draw()
def draw(self):
if self.needfullreplot:
self.needfullreplot = False
self.verticalScaleDivision.setLength(self.canvasWidget.height())
self.verticalScaleTransform.setLength(self.canvasWidget.height())
start_border, end_border = self.verticalScale.spacingBorders()
self.verticalScaleTransform.setBorders(start_border, end_border)
self.verticalScale.update()
self.horizontalScaleDivision.setLength(self.canvasWidget.width())
self.horizontalScaleTransform.setLength(self.canvasWidget.width())
start_border, end_border = self.horizontalScale.spacingBorders()
self.horizontalScaleTransform.setBorders(start_border, end_border)
self.horizontalScale.update()
x_major_tick = self.horizontalScaleDivision.majorTicks()
x_minor_tick = self.horizontalScaleDivision.minorTicks()
y_major_tick = self.verticalScaleDivision.majorTicks()
y_minor_tick = self.verticalScaleDivision.minorTicks()
self.canvasWidget.setGrid(array(x_major_tick),
array(x_minor_tick),
array(y_major_tick),
array(y_minor_tick))
self.canvasWidget.update()
# redraw when the time_plot is resized to update coordinates transformations
def resizeEvent(self, event):
self.needfullreplot = True
self.draw()
def compute_peaks(self, y):
if len(self.peak) != len(y):
y_ones = ones(y.shape)
self.peak = y_ones * (-500.)
self.peak_int = zeros(y.shape)
self.peak_decay = y_ones * 20. * log10(PEAK_DECAY_RATE) * 5000
mask1 = (self.peak < y)
mask2 = (-mask1)
mask2_a = mask2 * (self.peak_int < 0.2)
mask2_b = mask2 * (self.peak_int >= 0.2)
self.peak[mask1] = y[mask1]
self.peak[mask2_a] = self.peak[mask2_a] + self.peak_decay[mask2_a]
self.peak_decay[mask1] = 20. * log10(PEAK_DECAY_RATE) * 5000
self.peak_decay[mask2_a] += 20. * log10(PEAK_DECAY_RATE) * 5000
self.peak_int[mask1] = 1.
self.peak_int[mask2_b] *= 0.975
def setspecrange(self, spec_min, spec_max):
self.verticalScaleTransform.setRange(spec_min, spec_max)
self.verticalScaleDivision.setRange(spec_min, spec_max)
# notify that sizeHint has changed (this should be done with a signal emitted from the scale division to the scale bar)
self.verticalScale.scaleBar.updateGeometry()
self.needfullreplot = True
self.update()
def setweighting(self, weighting):
if weighting is 0:
title = "PSD (dB)"
elif weighting is 1:
title = "PSD (dB A)"
elif weighting is 2:
title = "PSD (dB B)"
else:
title = "PSD (dB C)"
self.verticalScale.setTitle(title)
class ImagePlot(QtWidgets.QWidget):
def __init__(self, parent, logger, audiobackend):
super(ImagePlot, self).__init__(parent)
self.verticalScaleDivision = ScaleDivision(20, 20000, 100)
self.verticalScaleTransform = CoordinateTransform(20, 20000, 100, 0, 0)
self.verticalScale = VerticalScaleWidget(self, self.verticalScaleDivision, self.verticalScaleTransform)
self.verticalScale.setTitle("Frequency (Hz)")
self.verticalScale.scaleBar.setTickFormatter(tickFormatter)
self.horizontalScaleDivision = ScaleDivision(0, 10, 100)
self.horizontalScaleTransform = CoordinateTransform(0, 10, 100, 0, 0)
self.horizontalScale = HorizontalScaleWidget(self, self.horizontalScaleDivision, self.horizontalScaleTransform)
self.horizontalScale.setTitle("Time (s)")
self.colorScaleDivision = ScaleDivision(-140, 0, 100)
self.colorScaleTransform = CoordinateTransform(-140, 0, 100, 0, 0)
self.colorScale = ColorScaleWidget(self, self.colorScaleDivision, self.colorScaleTransform)
self.colorScale.setTitle("PSD (dB A)")
self.canvasWidget = CanvasWidget(self, self.verticalScaleTransform, self.horizontalScaleTransform)
self.canvasWidget.setTrackerFormatter(lambda x, y: "%.2f s, %d Hz" % (x, y))
plotLayout = QtWidgets.QGridLayout()
plotLayout.setSpacing(0)
plotLayout.setContentsMargins(0, 0, 0, 0)
plotLayout.addWidget(self.verticalScale, 0, 0)
plotLayout.addWidget(self.canvasWidget, 0, 1)
plotLayout.addWidget(self.colorScale, 0, 2)
plotLayout.addWidget(self.horizontalScale, 1, 1)
self.setLayout(plotLayout)
self.needfullreplot = False
# attach a plot image
self.plotImage = PlotImage(logger, audiobackend)
self.canvasWidget.attach(self.plotImage)
self.setlinfreqscale()
self.setspecrange(-140., 0.)
# need to replot here for the size Hints to be computed correctly (depending on axis scales...)
self.update()
def addData(self, freq, xyzs, last_data_time):
self.plotImage.addData(freq, xyzs, self.logfreqscale, last_data_time)
def draw(self):
if self.needfullreplot:
self.needfullreplot = False
self.verticalScaleDivision.setLength(self.canvasWidget.height())
self.verticalScaleTransform.setLength(self.canvasWidget.height())
startBorder, endBorder = self.verticalScale.spacingBorders()
self.verticalScaleTransform.setBorders(startBorder, endBorder)
self.verticalScale.update()
self.horizontalScaleDivision.setLength(self.canvasWidget.width())
self.horizontalScaleTransform.setLength(self.canvasWidget.width())
startBorder, endBorder = self.horizontalScale.spacingBorders()
self.horizontalScaleTransform.setBorders(startBorder, endBorder)
self.horizontalScale.update()
self.colorScaleDivision.setLength(self.canvasWidget.height())
self.colorScaleTransform.setLength(self.canvasWidget.height())
startBorder, endBorder = self.colorScale.spacingBorders()
self.colorScaleTransform.setBorders(startBorder, endBorder)
self.colorScale.update()
self.canvasWidget.update()
# redraw when the widget is resized to update coordinates transformations
def resizeEvent(self, event):
self.needfullreplot = True
self.draw()
def pause(self):
self.plotImage.pause()
def restart(self):
self.plotImage.restart()
def setlinfreqscale(self):
self.plotImage.erase()
self.logfreqscale = 0
self.plotImage.setlogfreqscale(False)
self.verticalScaleTransform.setLinear()
self.verticalScaleDivision.setLinear()
# notify that sizeHint has changed (this should be done with a signal emitted from the scale division to the scale bar)
self.verticalScale.scaleBar.updateGeometry()
self.needfullreplot = True
self.update()
def setlog10freqscale(self):
self.plotImage.erase()
self.logfreqscale = 1
self.plotImage.setlogfreqscale(True)
self.verticalScaleTransform.setLogarithmic()
self.verticalScaleDivision.setLogarithmic()
# notify that sizeHint has changed (this should be done with a signal emitted from the scale division to the scale bar)
self.verticalScale.scaleBar.updateGeometry()
self.needfullreplot = True
self.update()
def settimerange(self, timerange_seconds, dT_seconds):
self.plotImage.settimerange(timerange_seconds, dT_seconds)
self.horizontalScaleTransform.setRange(0, timerange_seconds)
self.horizontalScaleDivision.setRange(0, timerange_seconds)
# notify that sizeHint has changed (this should be done with a signal emitted from the scale division to the scale bar)
self.horizontalScale.scaleBar.updateGeometry()
self.needfullreplot = True
self.update()
def set_sfft_rate(self, rate_frac):
self.plotImage.set_sfft_rate(rate_frac)
def setfreqrange(self, minfreq, maxfreq):
self.plotImage.setfreqrange(minfreq, maxfreq)
self.verticalScaleTransform.setRange(minfreq, maxfreq)
self.verticalScaleDivision.setRange(minfreq, maxfreq)
# notify that sizeHint has changed (this should be done with a signal emitted from the scale division to the scale bar)
self.verticalScale.scaleBar.updateGeometry()
self.needfullreplot = True
self.update()
def setspecrange(self, spec_min, spec_max):
self.colorScaleTransform.setRange(spec_min, spec_max)
self.colorScaleDivision.setRange(spec_min, spec_max)
# notify that sizeHint has changed (this should be done with a signal emitted from the scale division to the scale bar)
self.colorScale.scaleBar.updateGeometry()
self.needfullreplot = True
self.update()
def setweighting(self, weighting):
if weighting is 0:
title = "PSD (dB)"
elif weighting is 1:
title = "PSD (dB A)"
elif weighting is 2:
title = "PSD (dB B)"
else:
title = "PSD (dB C)"
self.colorScale.setTitle(title)
class SpectrumPlotWidget(QtWidgets.QWidget):
def __init__(self, parent, logger=None):
super(SpectrumPlotWidget, self).__init__(parent)
self.x1 = array([0.1, 0.5, 1.])
self.x2 = array([0.5, 1., 2.])
self.needtransform = False
self.paused = False
self.peaks_enabled = True
self.peak = zeros((3,))
self.peak_int = zeros((3,))
self.peak_decay = ones((3,)) * PEAK_DECAY_RATE
self.verticalScaleDivision = ScaleDivision(0, 1, 100)
self.verticalScaleTransform = CoordinateTransform(0, 1, 100, 0, 0)
self.verticalScale = VerticalScaleWidget(self, self.verticalScaleDivision, self.verticalScaleTransform)
self.verticalScale.setTitle("PSD (dB)")
self.horizontalScaleDivision = ScaleDivision(0, 22000, 100)
self.horizontalScaleTransform = CoordinateTransform(0, 22000, 100, 0, 0)
self.horizontalScale = HorizontalScaleWidget(self, self.horizontalScaleDivision, self.horizontalScaleTransform)
self.horizontalScale.setTitle("Frequency (Hz)")
self.canvasWidget = GlCanvasWidget(self, self.verticalScaleTransform, self.horizontalScaleTransform)
self.canvasWidget.setTrackerFormatter(lambda x, y: "%d Hz, %.1f dB" % (x, y))
self.canvasWidget.resized.connect(self.canvasResized)
r_peak = lambda p: 1. + 0.*p
g_peak = lambda p: 1. - p
b_peak = lambda p: 1. - p
self.peakQuadsItem = QuadsItem(r_peak, g_peak, b_peak)
self.canvasWidget.attach(self.peakQuadsItem)
r_signal = lambda p: 0.*p
g_signal = lambda p: 0.3 + 0.5*p
b_signal = lambda p: 0.*p
self.quadsItem = QuadsItem(r_signal, g_signal, b_signal)
self.canvasWidget.attach(self.quadsItem)
plotLayout = QtWidgets.QGridLayout()
plotLayout.setSpacing(0)
plotLayout.setContentsMargins(0, 0, 0, 0)
plotLayout.addWidget(self.verticalScale, 0, 0)
plotLayout.addWidget(self.canvasWidget, 0, 1)
plotLayout.addWidget(self.horizontalScale, 1, 1)
self.setLayout(plotLayout)
def setlinfreqscale(self):
self.horizontalScaleTransform.setLinear()
self.horizontalScaleDivision.setLinear()
self.needtransform = True
self.draw()
def setlogfreqscale(self):
self.horizontalScaleTransform.setLogarithmic()
self.horizontalScaleDivision.setLogarithmic()
self.needtransform = True
self.draw()
def setfreqrange(self, minfreq, maxfreq):
self.xmin = minfreq
self.xmax = maxfreq
self.horizontalScaleTransform.setRange(minfreq, maxfreq)
self.horizontalScaleDivision.setRange(minfreq, maxfreq)
# notify that sizeHint has changed (this should be done with a
# signal emitted from the scale division to the scale bar)
self.horizontalScale.scaleBar.updateGeometry()
self.needtransform = True
self.draw()
def setspecrange(self, spec_min, spec_max):
if spec_min > spec_max:
spec_min, spec_max = spec_max, spec_min
self.verticalScaleTransform.setRange(spec_min, spec_max)
self.verticalScaleDivision.setRange(spec_min, spec_max)
# notify that sizeHint has changed (this should be done with a
# signal emitted from the scale division to the scale bar)
self.verticalScale.scaleBar.updateGeometry()
self.needtransform = True
self.draw()
def setweighting(self, weighting):
if weighting is 0:
title = "PSD (dB)"
elif weighting is 1:
title = "PSD (dB A)"
elif weighting is 2:
title = "PSD (dB B)"
else:
title = "PSD (dB C)"
self.verticalScale.setTitle(title)
self.needtransform = True
self.draw()
def setShowFreqLabel(self, showFreqLabel):
self.canvasWidget.setShowFreqLabel(showFreqLabel)
def set_peaks_enabled(self, enabled):
self.peaks_enabled = enabled
self.canvasWidget.detachAll()
if enabled:
self.canvasWidget.attach(self.peakQuadsItem)
self.canvasWidget.attach(self.quadsItem)
def set_baseline_displayUnits(self, baseline):
self.quadsItem.set_baseline_displayUnits(baseline)
def set_baseline_dataUnits(self, baseline):
self.quadsItem.set_baseline_dataUnits(baseline)
def setdata(self, x, y, fmax):
x1 = zeros(x.shape)
x2 = zeros(x.shape)
x1[0] = 1e-10
x1[1:] = (x[1:] + x[:-1]) / 2.
x2[:-1] = x1[1:]
x2[-1] = float(SAMPLING_RATE / 2)
if len(x1) != len(self.x1):
self.needtransform = True
self.x1 = x1
self.x2 = x2
if not self.paused:
self.canvasWidget.setfmax(fmax)
M = max(y)
m = self.verticalScaleTransform.coord_min
y_int = (y-m)/(np.abs(M-m)+1e-3)
self.quadsItem.setData(x1, x2, y, y_int)
if self.peaks_enabled:
self.compute_peaks(y)
self.peakQuadsItem.setData(x1, x2, self.peak, self.peak_int)
def draw(self):
if self.needtransform:
self.verticalScaleDivision.setLength(self.canvasWidget.height())
self.verticalScaleTransform.setLength(self.canvasWidget.height())
startBorder, endBorder = self.verticalScale.spacingBorders()
self.verticalScaleTransform.setBorders(startBorder, endBorder)
self.verticalScale.update()
self.horizontalScaleDivision.setLength(self.canvasWidget.width())
self.horizontalScaleTransform.setLength(self.canvasWidget.width())
startBorder, endBorder = self.horizontalScale.spacingBorders()
self.horizontalScaleTransform.setBorders(startBorder, endBorder)
self.horizontalScale.update()
self.canvasWidget.setGrid(array(self.horizontalScaleDivision.majorTicks()),
array(self.horizontalScaleDivision.minorTicks()),
array(self.verticalScaleDivision.majorTicks()),
array(self.verticalScaleDivision.minorTicks()))
self.quadsItem.transformUpdate()
self.peakQuadsItem.transformUpdate()
self.needtransform = False
def pause(self):
self.paused = True
self.canvasWidget.pause()
def restart(self):
self.paused = False
self.canvasWidget.restart()
# redraw when the time_plot is resized to update coordinates transformations
# QOpenGlWidget does not like that we override resizeEvent
def canvasResized(self, canvasWidth, canvasHeight):
self.needtransform = True
self.draw()
def canvasUpdate(self):
self.canvasWidget.update()
def compute_peaks(self, y):
if len(self.peak) != len(y):
y_ones = ones(y.shape)
self.peak = y_ones * (-500.)
self.peak_int = zeros(y.shape)
self.peak_decay = y_ones * 20. * log10(PEAK_DECAY_RATE) * 5000
mask1 = (self.peak < y)
mask2 = (-mask1)
mask2_a = mask2 * (abs(self.peak_int) < 0.2)
mask2_b = mask2 * (abs(self.peak_int) >= 0.2)
self.peak[mask1] = y[mask1]
self.peak[mask2_a] = self.peak[mask2_a] + self.peak_decay[mask2_a]
self.peak_decay[mask1] = 20. * log10(PEAK_DECAY_RATE) * 5000
self.peak_decay[mask2_a] += 20. * log10(PEAK_DECAY_RATE) * 5000
self.peak_int[mask1] = 1.
self.peak_int[mask2_b] *= 0.975