""" ==================== Auto Subplots Adjust ==================== Automatically adjust subplot parameters. This example shows a way to determine a subplot parameter from the extent of the ticklabels using a callback on the :doc:`draw_event`. Note that a similar result would be achieved using `~.Figure.tight_layout` or `~.Figure.set_constrained_layout`; this example shows how one could customize the subplot parameter adjustment. """ import matplotlib.pyplot as plt import matplotlib.transforms as mtransforms fig, ax = plt.subplots() ax.plot(range(10)) ax.set_yticks((2, 5, 7)) labels = ax.set_yticklabels(('really, really, really', 'long', 'labels')) def on_draw(event): bboxes = [] for label in labels: bbox = label.get_window_extent() # the figure transform goes from relative coords->pixels and we # want the inverse of that bboxi = bbox.transformed(fig.transFigure.inverted()) bboxes.append(bboxi) # the bbox that bounds all the bboxes, again in relative figure coords bbox = mtransforms.Bbox.union(bboxes) if fig.subplotpars.left < bbox.width: # we need to move it over fig.subplots_adjust(left=1.1*bbox.width) # pad a little fig.canvas.draw() fig.canvas.mpl_connect('draw_event', on_draw) plt.show() ############################################################################# # # ------------ # # References # """""""""" # # The use of the following functions, methods, classes and modules is shown # in this example: import matplotlib matplotlib.artist.Artist.get_window_extent matplotlib.transforms.Bbox matplotlib.transforms.Bbox.transformed matplotlib.transforms.Bbox.union matplotlib.transforms.Transform.inverted matplotlib.figure.Figure.subplots_adjust matplotlib.figure.SubplotParams matplotlib.backend_bases.FigureCanvasBase.mpl_connect