I was using this code to create an interactive plot (2d), and it works.
import numpy as np
import matplotlib.pyplot as plt
from matplotlib.widgets import Slider, Button, RadioButtons
fig, ax = plt.subplots()
plt.subplots_adjust(left=0.25, bottom=0.25)
t = np.arange(0.0, 1.0, 0.001)
a0 = 5
f0 = 3
s = a0*np.sin(2*np.pi*f0*t)
l, = plt.plot(t, s, lw=2, color='red')
plt.axis([0, 1, -10, 10])
axcolor = 'lightgoldenrodyellow'
axfreq = plt.axes([0.25, 0.1, 0.65, 0.03], axisbg=axcolor)
axamp = plt.axes([0.25, 0.15, 0.65, 0.03], axisbg=axcolor)
sfreq = Slider(axfreq, 'Freq', 0.1, 30.0, valinit=f0)
samp = Slider(axamp, 'Amp', 0.1, 10.0, valinit=a0)
def update(val):
amp = samp.val
freq = sfreq.val
l.set_ydata(amp*np.sin(2*np.pi*freq*t))
fig.canvas.draw_idle()
sfreq.on_changed(update)
samp.on_changed(update)
resetax = plt.axes([0.8, 0.025, 0.1, 0.04])
button = Button(resetax, 'Reset', color=axcolor, hovercolor='0.975')
def reset(event):
sfreq.reset()
samp.reset()
button.on_clicked(reset)
rax = plt.axes([0.025, 0.5, 0.15, 0.15], axisbg=axcolor)
radio = RadioButtons(rax, ('red', 'blue', 'green'), active=0)
def colorfunc(label):
l.set_color(label)
fig.canvas.draw_idle()
radio.on_clicked(colorfunc)
plt.show()
I then tried to modify it to create an interactive 3d plot by simply changing the axes to axes3d. I added the import statement shown below and replaced the definition of "fig" and "ax" with those shown below to become 3d.
from mpl_toolkits.mplot3d import Axes3D
fig = plt.figure()
ax = fig.add_subplot(111, projection='3d')
The plot no longer updates, and I can't figure out why. It seems that the function fig.canvas.draw_idle() doesn't work on 3d graphs, but I don't have another way of updating the graph.
Any help would be appreciated,
Thanks!
You can see that the function fig.canvas.draw_idle() does exist and works as expected by looking at the colors which become updated.
The problem lies in the
set_ydata
function, which works differently in 3d space. Assuming that you want the y coordinate to update and the z-coordinate to be constant,set_data
will be given the constant values, while an additional propertyset_3d_properties()
needs to be set to control the y-coordinate.Here is the working example code: