import pygtk
import gtk
import matplotlib
matplotlib.use('GTKAgg')
from matplotlib.backends.backend_gtkagg import FigureCanvasGTKAgg as FigureCanvas
from matplotlib.figure import Figure as Fig
from matplotlib.backends.backend_gtkagg import NavigationToolbar2GTKAgg as NavigationToolbar
from matplotlib.numerix import arange, sin, pi
win = gtk.Window()
win.connect("destroy", lambda x: gtk.main_quit())
win.set_default_size(400,300)
win.set_title("test GTK Agg")
#Create notebook
notebook = gtk.Notebook()
box1 = gtk.VBox()
box2 = gtk.VBox()
notebook.append_page(box1)
notebook.append_page(box2)
#Add replot button
button = gtk.Button("Replot")
box1.pack_start(button, False, False)
t = arange(-1.0,1.0,0.01)
s = sin(2*pi*t)
s2 = sin(2*pi*t+pi/2)
#Graph 1
f = Fig()
a = f.add_subplot(111)
curve_in_plot1, = a.plot(s, s2)
canvas = FigureCanvas(f) 
box1.pack_start(canvas)
#Graph 2
f2 = Fig()
a2 = f2.add_subplot(111)
curve_in_plot2, = a2.plot(s, s2)
canvas2 = FigureCanvas(f2) 
box2.pack_start(canvas2)
toolbar = NavigationToolbar(canvas2,None)
box2.pack_start(toolbar, False, False)
win.add(notebook)
x=2
def callback(widget, data=None):
 global x
 curve_in_plot1.set_ydata(sin(2*pi*t+pi/2*x))
 curve_in_plot2.set_ydata(sin(2*pi*t+pi/2*x))
 x+=1
 canvas.draw()
 canvas2.draw()
 
button.connect("clicked", callback)
win.show_all()
gtk.main()
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