def _mock_defuzzifyModel(self, defuzzify_type, init_kwargs={}):
self.defuzzify_type = defuzzify_type
self.defuzzify = DefuzzifyModel(defuzzify=defuzzify_type)
self.parameters_mock = []
for arg_name, arg_value in init_kwargs.items():
self.parameters_mock.append(
self._parameters_mock(name=arg_name, value=arg_value))
# mocking parameters (queryset)
parameters_queryset = mock.Mock()
parameters_queryset.all = lambda: self.parameters_mock
self.set_pre_mock(DefuzzifyModel, 'parameters')
DefuzzifyModel.parameters = parameters_queryset
# # mocking inf
# self.set_pre_mock(DefuzzifyModel,'inf')
# DefuzzifyModel.inf = self._norm_mock("inf")
# # mocking acc
# self.set_pre_mock(DefuzzifyModel,'acc')
# DefuzzifyModel.acc = self._norm_mock("acc")
return self.defuzzify
def test_defuzzify_from_pyfuzzy_for_dict_type(self):
" shoud return the correct corresponding DefuzzifyModel for the Dict pyfuzzy object "
pyfuzzy_defuzzify = Dict()
new_defuzzify = DefuzzifyModel.from_pyfuzzy(pyfuzzy_defuzzify)
pyfuzzy_defuzzify_full_namespace = pyfuzzy_defuzzify.__module__
pyfuzzy_defuzzify_full_namespace += "." + pyfuzzy_defuzzify.__class__.__name__
# are from the same class
self.assertEquals(pyfuzzy_defuzzify_full_namespace,
new_defuzzify.defuzzify)
def test_defuzzify_from_pyfuzzy_for_rm_type(self):
" shoud return the correct corresponding DefuzzifyModel for the RM pyfuzzy object "
init_kwargs = {
'failsafe': 1,
}
pyfuzzy_defuzzify = RM(**init_kwargs)
new_defuzzify = DefuzzifyModel.from_pyfuzzy(pyfuzzy_defuzzify)
pyfuzzy_defuzzify_full_namespace = pyfuzzy_defuzzify.__module__
pyfuzzy_defuzzify_full_namespace += "." + pyfuzzy_defuzzify.__class__.__name__
# are from the same class
self.assertEquals(pyfuzzy_defuzzify_full_namespace,
new_defuzzify.defuzzify)
# have the same args
self.assertEquals(1, new_defuzzify.parameters.all().count())
failsafe_param = new_defuzzify.parameters.get(name='failsafe')
self.assertEquals(1.0, failsafe_param.get_value())