f = file('tmp.bin', 'wb')
np.save(f, a)
np.save(f, b)
np.save(f, c)
f.close()
f = file('tmp.bin', 'rb')
aa = np.load(f)
bb = np.load(f)
cc = np.load(f)
f.close()
best way to preserve numpy arrays on disk