The is
operator in Python probably doesn't do what you expect. Instead of this:
if numpy.array_equal(tmp,universe_array) is True:
break
I would write it like this:
if numpy.array_equal(tmp,universe_array):
break
The is
operator tests object identity, which is something quite different from equality.