def test_convolve_multiple_2d_y_constant(self):
my_convolve_1 = convolve(self.x3, self.y3, constant_y=True)
my_convolve_2 = convolve(self.x3, self.y3, 'same', constant_y=True)
my_convolve_3 = convolve(self.x3, self.y3, 'valid', constant_y=True)
assert_array_almost_equal(my_convolve_1(self.x3), self.cx3y3)
assert_array_almost_equal(my_convolve_2(self.x3), self.cx3y3[1:6, 1:6])
assert_array_almost_equal(my_convolve_3(self.x3), self.cx3y3[2:5, 3:5])
def test_convolve_1d(self):
my_convolve_1 = convolve(self.x, self.y)
my_convolve_2 = convolve(self.x, self.y, 'same')
my_convolve_3 = convolve(self.x, self.y, 'valid')
assert_array_almost_equal(my_convolve_1(self.x, self.y), self.cxy)
assert_array_almost_equal(my_convolve_2(self.x, self.y), self.cxy[2:9])
assert_array_almost_equal(my_convolve_3(self.x, self.y), self.cxy[4:7])
def test_convolve_multiple_2d(self):
my_convolve_1 = convolve(self.x3, self.y3)
my_convolve_2 = convolve(self.x3, self.y3, 'same')
my_convolve_3 = convolve(self.x3, self.y3, 'valid')
assert_array_almost_equal(my_convolve_1(self.x3, self.y3), self.cx3y3)
assert_array_almost_equal(my_convolve_2(self.x3, self.y3),
self.cx3y3[1:6, 1:6])
assert_array_almost_equal(my_convolve_3(self.x3, self.y3),
self.cx3y3[2:5, 3:5])
def test_convolve_multiple_2d(self):
my_convolve_1 = convolve(self.x3, self.y3)
my_convolve_2 = convolve(self.x3, self.y3, 'same')
my_convolve_3 = convolve(self.x3, self.y3, 'valid')
assert_array_almost_equal(my_convolve_1(self.x3, self.y3), self.cx3y3)
assert_array_almost_equal(my_convolve_2(self.x3, self.y3),
self.cx3y3[1:6, 1:6])
assert_array_almost_equal(my_convolve_3(self.x3, self.y3),
self.cx3y3[2:5, 3:5])
def test_convolve_single_2d(self):
my_convolve_1 = convolve(self.x2, self.y2, axis=-1)
my_convolve_2 = convolve(self.x2, self.y2, 'same', axis=-1)
my_convolve_3 = convolve(self.x2, self.y2, 'valid', axis=-1)
assert_array_almost_equal(my_convolve_1(self.x2, self.y2), self.cx2y2)
assert_array_almost_equal(my_convolve_2(self.x2, self.y2),
self.cx2y2[:, 2:9])
assert_array_almost_equal(my_convolve_3(self.x2, self.y2),
self.cx2y2[:, 4:7])
def test_convolve_single_2d(self):
my_convolve_1 = convolve(self.x2, self.y2, axes=-1)
my_convolve_2 = convolve(self.x2, self.y2, 'same', axes=-1)
my_convolve_3 = convolve(self.x2, self.y2, 'valid', axes=-1)
assert_array_almost_equal(my_convolve_1(self.x2, self.y2),
self.cx2y2)
assert_array_almost_equal(my_convolve_2(self.x2, self.y2),
self.cx2y2[:, 2:9])
assert_array_almost_equal(my_convolve_3(self.x2, self.y2),
self.cx2y2[:, 4:7])
def test_convolve_1d_y_constant(self):
my_convolve_1 = convolve(self.x, self.y, constant_y=True)
my_convolve_2 = convolve(self.x, self.y, 'same', constant_y=True)
my_convolve_3 = convolve(self.x, self.y, 'valid', constant_y=True)
assert_array_almost_equal(my_convolve_1(self.x),
self.cxy)
assert_array_almost_equal(my_convolve_2(self.x),
self.cxy[2:9])
assert_array_almost_equal(my_convolve_3(self.x),
self.cxy[4:7])
def test_convolve_1d(self):
my_convolve_1 = convolve(self.x, self.y)
my_convolve_2 = convolve(self.x, self.y, 'same')
my_convolve_3 = convolve(self.x, self.y, 'valid')
assert_array_almost_equal(my_convolve_1(self.x, self.y),
self.cxy)
assert_array_almost_equal(my_convolve_2(self.x, self.y),
self.cxy[2:9])
assert_array_almost_equal(my_convolve_3(self.x, self.y),
self.cxy[4:7])
def test_convolve_single_2d_segments_1d(self):
xs = np.array([self.x2, self.x2])
my_convolve_1 = convolve(xs, self.y, x_segmented=True)
assert_array_almost_equal(my_convolve_1(0, self.y), self.cx2y)
def test_convolve_2d_segments_2d(self):
xs = np.array([self.x3, self.x3])
my_convolve_1 = convolve(xs, self.y3, x_segmented=True)
assert_array_almost_equal(my_convolve_1(0, self.y3), self.cx3y3)
def test_convolve_1d_segments_1d(self):
my_convolve_1 = convolve(self.x2, self.y, x_segmented=True)
assert_array_almost_equal(my_convolve_1(0, self.y), self.cx2y[0])
assert_array_almost_equal(my_convolve_1(1, self.y), self.cx2y[1])
def test_convolve_1d_single_2d(self):
my_convolve_1 = convolve(self.x, self.y2)
assert_array_almost_equal(my_convolve_1(self.x, self.y2), self.cxy2)
def test_convolve_single_2d_1d(self):
my_convolve_1 = convolve(self.x2, self.y)
assert_array_almost_equal(my_convolve_1(self.x2, self.y), self.cx2y)
def test_convolve_1d_single_2d(self):
my_convolve_1 = convolve(self.x, self.y2)
assert_array_almost_equal(my_convolve_1(self.x, self.y2), self.cxy2)
def test_convolve_single_2d_1d(self):
my_convolve_1 = convolve(self.x2, self.y)
assert_array_almost_equal(my_convolve_1(self.x2, self.y), self.cx2y)
