def test_scaling_equivalence_of_transformations(self):
number = 35
old_range = 0, 100
new_range = 0, 1
new_number = ForcedInvariance.scaling(None, number, old_range, new_range)
number /= 5
new_number /= 5
old = ForcedInvariance.scaling(None, new_number, new_range, old_range)
self.assertAlmostEqual(old, number)
def test_scaling_array(self):
array = np.array([[35, 35],
[35, 35]])
old_range = 0, 100
new_range = 0, 1
check_array = np.array([[0.35, 0.35],
[0.35, 0.35]])
new = ForcedInvariance.scaling(None, array, old_range, new_range)
self.assertTrue(np.array_equal(new, check_array))
def test_scaling_one_number(self):
number = 35
old_range = 0, 100
new_range = 0, 1
new = ForcedInvariance.scaling(None, number, old_range, new_range)
self.assertEqual(new, 0.35)