imshow() and matshow() fail to display matrices larger than 2^15 in horizontal dimension,
e.g.:
M = np.ones((100,100000))
plt.imshow(M, cmap='jet', aspect='auto', alpha = 1, origin = 'lower', interpolation = 'none')
plt.show()

matplotlib 1.2.1,
ubuntu gnome 12.10