From the documentation example here, one can easily produce the following contour plot with the code snippet.
import matplotlib import num
You can get the coordinates of the contours from the CS.allsegs list.
CS.allsegs
Try:
dat0= CS.allsegs[0][0] plt.plot(dat0[:,0],dat0[:,1])
to plot the first (-1) contour level.