Is it possible to bind the scroll wheel to zoom in/out when the cursor is hovering over a matplotlib plot?
This should work. It re-centers the graph on the location of the pointer when you scroll.
import matplotlib.pyplot as plt def zoom_factory(ax,base_scale = 2.): def zoom_fun(event): # get the current x and y limits cur_xlim = ax.get_xlim() cur_ylim = ax.get_ylim() cur_xrange = (cur_xlim[1] - cur_xlim[0])*.5 cur_yrange = (cur_ylim[1] - cur_ylim[0])*.5 xdata = event.xdata # get event x location ydata = event.ydata # get event y location if event.button == 'up': # deal with zoom in scale_factor = 1/base_scale elif event.button == 'down': # deal with zoom out scale_factor = base_scale else: # deal with something that should never happen scale_factor = 1 print event.button # set new limits ax.set_xlim([xdata - cur_xrange*scale_factor, xdata + cur_xrange*scale_factor]) ax.set_ylim([ydata - cur_yrange*scale_factor, ydata + cur_yrange*scale_factor]) plt.draw() # force re-draw fig = ax.get_figure() # get the figure of interest # attach the call back fig.canvas.mpl_connect('scroll_event',zoom_fun) #return the function return zoom_fun
Assuming you have an axis object ax
ax.plot(range(10)) scale = 1.5 f = zoom_factory(ax,base_scale = scale)
The optional argument base_scale
allows you to set the scale factor to be what ever you want.
make sure you keep a copy of f
around. The call back uses a weak-ref so if you do not keep a copy of f
it might be garbage collected.
After writing this answer I decided this actually quite useful and put it in a gist
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