def test_center_enrichment(self):
"""Tests center enrichment of sliding diamond
of a synthetically generated gaussian."""
x_values, y_values = HT.sliding_diamond(self.gaussian, side_len=6)
center_mean = np.mean(y_values[np.where(np.abs(x_values) < 1)])
border_mean = np.mean(y_values[:5])
self.assertTrue(center_mean > 5 * border_mean)
def test_odd_diamond(self):
"""Tests sliding a diamond of odd sidelength
for small fixed matrix."""
x_values, y_values = HT.sliding_diamond(self.test_matrix,
side_len=3,
center_x=False)
x_check = np.array([1, 2, 3, 4])
y_check = np.array([3.666666666, 4.11111111, 4.77777777, 2.55555555])
self.assertTrue(all(np.isclose(x_values, x_check)))
self.assertTrue(all(np.isclose(y_values, y_check)))
def test_even_diamond(self):
"""Tests sliding a diamond of even sidelength
for small fixed matrix."""
x_values, y_values = HT.sliding_diamond(self.test_matrix,
side_len=2,
center_x=False)
x_check = np.array([0.5, 1.5, 2.5, 3.5, 4.5])
y_check = np.array([3.5, 4.75, 4.75, 3.25, 2.0])
self.assertTrue(all(np.isclose(x_values, x_check)))
self.assertTrue(all(np.isclose(y_values, y_check)))
def test_odd_diamond_xnorm(self):
"""Tests sliding a diamond of odd sidelength
with x normalization for small fixed matrix."""
x_values, y_values = HT.sliding_diamond(self.test_matrix,
side_len=3,
center_x=True)
x_check = np.array([-1.5, -0.5, 0.5, 1.5])
y_check = np.array([3.666666666, 4.11111111, 4.77777777, 2.55555555])
self.assertTrue(all(np.isclose(x_values, x_check)))
self.assertTrue(all(np.isclose(y_values, y_check)))
def test_even_diamond_xnorm(self):
"""Tests sliding a diamond of even sidelength
with x normalization (center is set to 0) for
small fixed matrix.."""
x_values, y_values = HT.sliding_diamond(self.test_matrix,
side_len=2,
center_x=True)
x_check = np.array([-2, -1, 0, 1, 2])
y_check = np.array([3.5, 4.75, 4.75, 3.25, 2.0])
self.assertTrue(all(np.isclose(x_values, x_check)))
self.assertTrue(all(np.isclose(y_values, y_check)))