def testConditionDcrModelNoChangeHighGain(self):
"""Conditioning should not change the model if it equals the reference.
"""
modelImages = self.makeTestImages()
dcrModels = DcrModel(modelImages=modelImages, mask=self.mask)
newModels = [model.clone() for model in dcrModels]
dcrModels.conditionDcrModel(newModels, self.bbox, gain=3.)
for refModel, newModel in zip(dcrModels, newModels):
self.assertFloatsAlmostEqual(refModel.array, newModel.array)
def testConditionDcrModelNoChangeHighGain(self):
"""Conditioning should not change the model if it equals the reference.
"""
modelImages = self.makeTestImages()
dcrModels = DcrModel(modelImages=modelImages, mask=self.mask)
newModels = [model.clone() for model in dcrModels]
dcrModels.conditionDcrModel(newModels, self.bbox, gain=3.)
for refModel, newModel in zip(dcrModels, newModels):
self.assertFloatsAlmostEqual(refModel.array, newModel.array)
def testConditionDcrModelNoChange(self):
"""Conditioning should not change the model if it equals the reference.
"""
modelImages = self.makeTestImages()
dcrModels = DcrModel(modelImages=modelImages,
mask=self.mask,
effectiveWavelength=self.effectiveWavelength,
bandwidth=self.bandwidth)
newModels = [model.clone() for model in dcrModels]
dcrModels.conditionDcrModel(newModels, self.bbox, gain=1.)
for refModel, newModel in zip(dcrModels, newModels):
self.assertFloatsAlmostEqual(refModel.array, newModel.array)
def testConditionDcrModelWithChange(self):
"""Verify conditioning when the model changes by a known amount.
"""
modelImages = self.makeTestImages()
dcrModels = DcrModel(modelImages=modelImages, mask=self.mask)
newModels = [model.clone() for model in dcrModels]
for model in newModels:
model.array[:] *= 3.
dcrModels.conditionDcrModel(newModels, self.bbox, gain=1.)
for refModel, newModel in zip(dcrModels, newModels):
refModel.array[:] *= 2.
self.assertFloatsAlmostEqual(refModel.array, newModel.array)
def testConditionDcrModelWithChange(self):
"""Verify conditioning when the model changes by a known amount.
"""
modelImages = self.makeTestImages()
dcrModels = DcrModel(modelImages=modelImages, mask=self.mask)
newModels = [model.clone() for model in dcrModels]
for model in newModels:
model.array[:] *= 3.
dcrModels.conditionDcrModel(newModels, self.bbox, gain=1.)
for refModel, newModel in zip(dcrModels, newModels):
refModel.array[:] *= 2.
self.assertFloatsAlmostEqual(refModel.array, newModel.array)