def test_HMM_load(self):
for mathType in self.mathTypes:
hmm = HMM(mathType)
hmm.load(self.inputHMMData[mathType])
X = hmm.toJSON()
Y = self.inputHMMData[mathType]
for i in range(len(Y["states"])):
Y["states"][i] = Y["states"][i].toJSON()
X["transitions"] = sorted(X["transitions"])
Y["transitions"] = sorted(Y["transitions"])
self.assertDictEqual(X, Y, "HMM.load/toJSON() is broken: " + \
str(X) + " != " + str(Y))
def test_HMM_toposort(self):
for mathType in self.mathTypes:
hmm = HMM(mathType)
hmm.load(self.inputHMMData[mathType])
hmm.reorderStatesTopologically()
Y = "Init"
X = hmm.states[0].stateName
self.assertEqual(X, Y, "Toposort does no sort states correctly." + \
" First state is " + X + " and should be " + Y)
self.assertEqual(len(hmm.transitions[0]), 2,
"Remapping of transitions does not work.")
self.assertEqual(len(hmm.transitions[1]), 1,
"Remapping of transitions does not work.")
self.assertEqual(len(hmm.transitions[2]), 1,
"Remapping of transitions does not work.")
for i in [1,2]:
if i not in hmm.transitions[i]:
self.fail("Remapping of transitions does not work.")
self.assertAlmostEqual(float(hmm.transitions[i][i]), 1.0,
delta="1e-7", msg=
"Remapping of transitions does not work")