def multiplier_test(self):
x=0
y=0
x_multiplier1=10
y_multiplier1=1
x_multiplier2=1
y_multiplier2=10
transformed1=apply_transform(self.datasets,x,y,x_multiplier1,y_multiplier1)
transformed2=apply_transform(self.datasets,x,y,x_multiplier2,y_multiplier2)
expected1=np.c_[[10,40,70],[2,5,8],[3,6,9]]
expected2=np.c_[[100,130,160,190],[11,14,18,20],[12,15,17,21]]
expected3=np.c_[[1,4,7],[20,50,80],[3,6,9]]
expected4=np.c_[[10,13,16,19],[110,140,180,200],[12,15,17,21]]
self.assertEqual(expected1.all(),transformed1[0].data.all(),"Fail")
self.assertEqual(expected2.all(),transformed1[1].data.all(),"Fail")
self.assertEqual(expected3.all(),transformed2[0].data.all(),"Fail")
self.assertEqual(expected4.all(),transformed2[1].data.all(),"Fail")
def offset_test(self):
x1=15
y1=0
x2=0
y2=1000
x_multiplier=1
y_multiplier=1
transformed1=apply_transform(self.datasets,x1,y1,x_multiplier,y_multiplier)
transformed2=apply_transform(self.datasets,x2,y2,x_multiplier,y_multiplier)
expected1=np.c_[[16,19,22],[2,5,8],[3,6,9]]
expected2=np.c_[[10,13,16,19],[11,14,18,20],[12,15,17,21]]
expected3=np.c_[[1,4,7],[1002,1005,1008],[3,6,9]]
expected4=np.c_[[10,13,16,19],[1011,1014,1018,1020],[12,15,17,21]]
self.assertEqual(expected1.all(),transformed1[0].data.all(),"Fail")
self.assertEqual(expected2.all(),transformed1[1].data.all(),"Fail")
self.assertEqual(expected3.all(),transformed2[0].data.all(),"Fail")
self.assertEqual(expected4.all(),transformed2[1].data.all(),"Fail")
def combined_test(self):
x1=10
y1=1000
x2=20
y2=2000
x_multiplier1=2
y_multiplier1=10
x_multiplier2=5
y_multiplier2=20
transformed1=apply_transform(self.datasets,x1,y1,x_multiplier1,y_multiplier1)
transformed2=apply_transform(self.datasets,x2,y2,x_multiplier2,y_multiplier2)
expected1=np.c_[[10,40,70],[2,5,8],[3,6,9]]
expected2=np.c_[[100,130,160,190],[11,14,18,20],[12,15,17,21]]
expected3=np.c_[[1,4,7],[20,50,80],[3,6,9]]
expected4=np.c_[[10,13,16,19],[110,140,180,200],[12,15,17,21]]
self.assertEqual(expected1.all(),transformed1[0].data.all(),"Fail")
self.assertEqual(expected2.all(),transformed1[1].data.all(),"Fail")
self.assertEqual(expected3.all(),transformed2[0].data.all(),"Fail")
self.assertEqual(expected4.all(),transformed2[1].data.all(),"Fail")
def offset_test(self):
x1 = 15
y1 = 0
x2 = 0
y2 = 1000
x_multiplier = 1
y_multiplier = 1
transformed1 = apply_transform(self.datasets, x1, y1, x_multiplier,
y_multiplier)
transformed2 = apply_transform(self.datasets, x2, y2, x_multiplier,
y_multiplier)
expected1 = np.c_[[16, 19, 22], [2, 5, 8], [3, 6, 9]]
expected2 = np.c_[[10, 13, 16, 19], [11, 14, 18, 20], [12, 15, 17, 21]]
expected3 = np.c_[[1, 4, 7], [1002, 1005, 1008], [3, 6, 9]]
expected4 = np.c_[[10, 13, 16, 19], [1011, 1014, 1018, 1020],
[12, 15, 17, 21]]
self.assertEqual(expected1.all(), transformed1[0].data.all(), "Fail")
self.assertEqual(expected2.all(), transformed1[1].data.all(), "Fail")
self.assertEqual(expected3.all(), transformed2[0].data.all(), "Fail")
self.assertEqual(expected4.all(), transformed2[1].data.all(), "Fail")
def multiplier_test(self):
x = 0
y = 0
x_multiplier1 = 10
y_multiplier1 = 1
x_multiplier2 = 1
y_multiplier2 = 10
transformed1 = apply_transform(self.datasets, x, y, x_multiplier1,
y_multiplier1)
transformed2 = apply_transform(self.datasets, x, y, x_multiplier2,
y_multiplier2)
expected1 = np.c_[[10, 40, 70], [2, 5, 8], [3, 6, 9]]
expected2 = np.c_[[100, 130, 160, 190], [11, 14, 18, 20],
[12, 15, 17, 21]]
expected3 = np.c_[[1, 4, 7], [20, 50, 80], [3, 6, 9]]
expected4 = np.c_[[10, 13, 16, 19], [110, 140, 180, 200],
[12, 15, 17, 21]]
self.assertEqual(expected1.all(), transformed1[0].data.all(), "Fail")
self.assertEqual(expected2.all(), transformed1[1].data.all(), "Fail")
self.assertEqual(expected3.all(), transformed2[0].data.all(), "Fail")
self.assertEqual(expected4.all(), transformed2[1].data.all(), "Fail")
def combined_test(self):
x1 = 10
y1 = 1000
x2 = 20
y2 = 2000
x_multiplier1 = 2
y_multiplier1 = 10
x_multiplier2 = 5
y_multiplier2 = 20
transformed1 = apply_transform(self.datasets, x1, y1, x_multiplier1,
y_multiplier1)
transformed2 = apply_transform(self.datasets, x2, y2, x_multiplier2,
y_multiplier2)
expected1 = np.c_[[10, 40, 70], [2, 5, 8], [3, 6, 9]]
expected2 = np.c_[[100, 130, 160, 190], [11, 14, 18, 20],
[12, 15, 17, 21]]
expected3 = np.c_[[1, 4, 7], [20, 50, 80], [3, 6, 9]]
expected4 = np.c_[[10, 13, 16, 19], [110, 140, 180, 200],
[12, 15, 17, 21]]
self.assertEqual(expected1.all(), transformed1[0].data.all(), "Fail")
self.assertEqual(expected2.all(), transformed1[1].data.all(), "Fail")
self.assertEqual(expected3.all(), transformed2[0].data.all(), "Fail")
self.assertEqual(expected4.all(), transformed2[1].data.all(), "Fail")