Matplotlib Widget for PyQt
Academic
Python
Qt
Matplotlib
Matplotlib Widget for PyQt
The following snippet is a MplWidget
class that can be used in PyQt or PySide applications. It is a QWidget
that contains a matplotlib
figure and a toolbar.
import matplotlib.pyplot as plt
from matplotlib.backends.backend_qtagg import FigureCanvasQTAgg as FigureCanvas
from matplotlib.backends.backend_qtagg import NavigationToolbar2QT as NavigationToolbar
from matplotlib.figure import Figure
from qtpy import QtWidgets
class MplWidget(QtWidgets.QWidget):
"""A PyQt/Pyside widget that contains a matplotlib figure"""
#: Matplotlib figure
figure: Figure#: Figure canvas
canvas: FigureCanvas
def __init__(self, figure: Figure = None, toolbar: bool = True, parent=None, *args, **kwargs):
"""Create a new Matplotlib widget
Parameters
----------
figure : matplotlib.figure.Figure, optional
Figure to use, by default None
toolbar : bool, optional
Whether to show the toolbar, by default True
parent : QtWidgets.QWidget, optional
Parent widget, by default None
args, kwargs
Additional arguments passed to the QWidget constructor
"""
super().__init__(parent, *args, **kwargs)
# Figure elements
self.figure = figure or plt.figure()
self.canvas = FigureCanvas(self.figure)
self.canvas.setParent(self)
self.toolbar = NavigationToolbar(self.canvas, self) if toolbar else None
# Layout
self.layout = QtWidgets.QVBoxLayout(self)
self.layout.setContentsMargins(0, 0, 0, 0)
self.layout.addWidget(self.toolbar)
self.layout.addWidget(self.canvas)
def draw(self):
"""Redraw the figure"""
self.canvas.draw()