def test_loguniform_int():
x = LogUniform(1, 2, intify=True)
seeds = np.random.random((1000, 1))
draws = [x.draw(s) for s in seeds]
print draws
assert all(i in (1, 2) for i in draws)
def test_loguniform():
x = LogUniform(1, 2)
seeds = np.random.random((10, 1))
draws = [x.draw(s) for s in seeds]
print draws
assert all(1 <= i < 2 for i in draws)