#!/usr/bin/env python3.5 import numpy as np from PyQt5 import QtWidgets import pyqtgraph from artiq.applets.simple import SimpleApplet def _compute_ys(histogram_bins, histograms_counts): bin_centers = np.empty(len(histogram_bins)-1) for i in range(len(bin_centers)): bin_centers[i] = (histogram_bins[i] + histogram_bins[i+1])/2 ys = np.empty(histograms_counts.shape[0]) for n, counts in enumerate(histograms_counts): ys[n] = sum(bin_centers*counts)/sum(counts) return ys # pyqtgraph.GraphicsWindow fails to behave like a regular Qt widget # and breaks embedding. Do not use as top widget. class XYHistPlot(QtWidgets.QSplitter): def __init__(self, args): QtWidgets.QSplitter.__init__(self) self.resize(1000, 600) self.setWindowTitle("XY/Histogram") self.xy_plot = pyqtgraph.PlotWidget() self.insertWidget(0, self.xy_plot) self.xy_plot_data = None self.arrow = None self.selected_index = None self.hist_plot = pyqtgraph.PlotWidget() self.insertWidget(1, self.hist_plot) self.hist_plot_data = None self.args = args def _set_full_data(self, xs, histogram_bins, histograms_counts): self.xy_plot.clear() self.hist_plot.clear() self.xy_plot_data = None self.hist_plot_data = None self.arrow = None self.selected_index = None self.histogram_bins = histogram_bins ys = _compute_ys(self.histogram_bins, histograms_counts) self.xy_plot_data = self.xy_plot.plot(x=xs, y=ys, pen=None, symbol="x", symbolSize=20) self.xy_plot_data.sigPointsClicked.connect(self._point_clicked) for index, (point, counts) in ( enumerate(zip(self.xy_plot_data.scatter.points(), histograms_counts))): point.histogram_index = index point.histogram_counts = counts self.hist_plot_data = self.hist_plot.plot( stepMode=True, fillLevel=0, brush=(0, 0, 255, 150)) def _set_partial_data(self, xs, histograms_counts): ys = _compute_ys(self.histogram_bins, histograms_counts) self.xy_plot_data.setData(x=xs, y=ys, pen=None, symbol="x", symbolSize=20) for index, (point, counts) in ( enumerate(zip(self.xy_plot_data.scatter.points(), histograms_counts))): point.histogram_index = index point.histogram_counts = counts def _point_clicked(self, data_item, spot_items): spot_item = spot_items[0] position = spot_item.pos() if self.arrow is None: self.arrow = pyqtgraph.ArrowItem( angle=-120, tipAngle=30, baseAngle=20, headLen=40, tailLen=40, tailWidth=8, pen=None, brush="y") self.arrow.setPos(position) # NB: temporary glitch if addItem is done before setPos self.xy_plot.addItem(self.arrow) else: self.arrow.setPos(position) self.selected_index = spot_item.histogram_index self.hist_plot_data.setData(x=self.histogram_bins, y=spot_item.histogram_counts) def _can_use_partial(self, mods): if self.hist_plot_data is None: return False for mod in mods: if mod["action"] != "setitem": return False if mod["path"] == [self.args.xs, 1]: if mod["key"] == self.selected_index: return False elif mod["path"][:2] == [self.args.histograms_counts, 1]: if len(mod["path"]) > 2: index = mod["path"][2] else: index = mod["key"] if index == self.selected_index: return False else: return False return True def data_changed(self, data, mods): try: xs = data[self.args.xs][1] histogram_bins = data[self.args.histogram_bins][1] histograms_counts = data[self.args.histograms_counts][1] except KeyError: return if self._can_use_partial(mods): self._set_partial_data(xs, histograms_counts) else: self._set_full_data(xs, histogram_bins, histograms_counts) def main(): applet = SimpleApplet(XYHistPlot) applet.add_dataset("xs", "1D array of point abscissas") applet.add_dataset("histogram_bins", "1D array of histogram bin boundaries") applet.add_dataset("histograms_counts", "2D array of histogram counts, for each point") applet.run() if __name__ == "__main__": main()