#!/usr/bin/env python3 import numpy as np import PyQt5 # make sure pyqtgraph imports Qt5 from PyQt5.QtCore import QTimer import pyqtgraph from artiq.applets.simple import TitleApplet class XYPlot(pyqtgraph.PlotWidget): def __init__(self, args): pyqtgraph.PlotWidget.__init__(self) self.args = args self.timer = QTimer() self.timer.setSingleShot(True) self.timer.timeout.connect(self.length_warning) self.mismatch = {'X values': False, 'Error bars': False, 'Fit values': False} def data_changed(self, data, mods, title): try: y = data[self.args.y][1] except KeyError: return x = data.get(self.args.x, (False, None))[1] if x is None: x = np.arange(len(y)) error = data.get(self.args.error, (False, None))[1] fit = data.get(self.args.fit, (False, None))[1] if not len(y) or len(y) != len(x): self.mismatch['X values'] = True else: self.mismatch['X values'] = False if error is not None and hasattr(error, "__len__"): if not len(error): error = None elif len(error) != len(y): self.mismatch['Error bars'] = True else: self.mismatch['Error bars'] = False if fit is not None: if not len(fit): fit = None elif len(fit) != len(y): self.mismatch['Fit values'] = True else: self.mismatch['Fit values'] = False if not any(self.mismatch.values()): self.timer.stop() else: if not self.timer.isActive(): self.timer.start(1000) return self.clear() self.plot(x, y, pen=None, symbol="x") self.setTitle(title) if error is not None: # See https://github.com/pyqtgraph/pyqtgraph/issues/211 if hasattr(error, "__len__") and not isinstance(error, np.ndarray): error = np.array(error) errbars = pyqtgraph.ErrorBarItem( x=np.array(x), y=np.array(y), height=error) self.addItem(errbars) if fit is not None: xi = np.argsort(x) self.plot(x[xi], fit[xi]) def length_warning(self): self.clear() text = "⚠️ dataset lengths mismatch:\n" errors = ', '.join([k for k, v in self.mismatch.items() if v]) text = ' '.join([errors, "should have the same length as Y values"]) self.addItem(pyqtgraph.TextItem(text)) def main(): applet = TitleApplet(XYPlot) applet.add_dataset("y", "Y values") applet.add_dataset("x", "X values", required=False) applet.add_dataset("error", "Error bars for each X value", required=False) applet.add_dataset("fit", "Fit values for each X value", required=False) applet.run() if __name__ == "__main__": main()