def __init__(self):
""" Initialization """
# Initialize PowerLawAbsModel
PowerLawModel.__init__(self)
## Name of the model
self.name = "Absolute Power_Law"
self.description = """ The Power_Law model.
def __init__(self):
""" Initialization """
# Initialize PowerLawAbsModel
PowerLawModel.__init__(self)
## Name of the model
self.name = "Absolute Power_Law"
self.description = """ The Power_Law model.
def setUp(self):
from sas.models.PowerLawModel import PowerLawModel
self.model= PowerLawModel()
class TestPowerLaw(unittest.TestCase):
"""
Unit tests for PowerLaw function
F(x) = scale* (x)^(m) + bkd
The model has three parameters:
m = power
scale = scale factor
bkd = incoherent background
"""
def _func(self, a, m, bgd, qval):
return a*math.pow(qval,-m) + bgd
def setUp(self):
from sas.models.PowerLawModel import PowerLawModel
self.model= PowerLawModel()
def test1D(self):
self.model.setParam('scale', math.exp(-6))
self.model.setParam('m', 4.0)
self.model.setParam('background', 1.0)
#self.assertEqual(self.model.run(0.0), 1.0)
self.assertEqual(self.model.run(2.0), self._func(math.exp(-6), 4.0, 1.0, 2.0))
self.assertEqual(self.model.runXY(2.0), self._func(math.exp(-6), 4.0, 1.0, 2.0))
def testlimit(self):
self.model.setParam('scale', math.exp(-6))
self.model.setParam('m', -4.0)
self.model.setParam('background', 1.0)
self.assertEqual(self.model.run(0.0), 1.0)
def test2D(self):
self.model.setParam('scale', math.exp(-6))
self.model.setParam('m', 4.0)
self.model.setParam('background', 1.0)
#value = self._func(math.exp(-6), 4.0, 1.0, 1.0)\
#*self._func(math.exp(-6), 4.0, 1.0, 2.0)
value = self._func(math.exp(-6), 4.0, 1.0, math.sqrt(5.0))
self.assertEqual(self.model.runXY([1.0,2.0]), value)
def test2Dphi(self):
self.model.setParam('scale', math.exp(-6))
self.model.setParam('m', 4.0)
self.model.setParam('background', 1.0)
x = 1.0
y = 2.0
r = math.sqrt(x**2 + y**2)
phi = math.atan2(y, x)
value = self._func(math.exp(-6), 4.0, 1.0, x)\
*self._func(math.exp(-6), 4.0, 1.0, y)
self.assertAlmostEquals(self.model.run([r, phi]), value,1)
def _PowerLaw(self, x):
return PowerLawModel._PowerLaw(self, math.fabs(x))
def _PowerLaw(self, x):
return PowerLawModel._PowerLaw(self, math.fabs(x))