def calculate_average_probability_execution_time(semantics, baba_framework,
number_of_trials):
start_time = time.process_time()
for i in range(number_of_trials):
Semantics.compute_semantic_probability(semantics, baba_framework)
return 100 * (time.process_time() - start_time)
def test_integration_framework_with_one_conditional_random_variable(self):
parser = Parser.BABAProgramParser(
filename='../PythonSemantics/Parsing/BABA_program_5')
baba = parser.parse()
lang_prob = Semantics.compute_semantic_probability(
Semantics.GROUNDED, baba)
self.assertAlmostEqual(0.2, lang_prob[ExampleFrameworks.a.symbol])
def test_integration_framework_with_conditional_random_variables(self):
parser = Parser.BABAProgramParser(
filename='../PythonSemantics/Parsing/BABA_program_4')
baba = parser.parse()
lang_prob = Semantics.compute_semantic_probability(
Semantics.GROUNDED, baba)
self.assertAlmostEqual(0.775, lang_prob[ExampleFrameworks.b.symbol])
self.assertAlmostEqual(0.6625, lang_prob[ExampleFrameworks.c.symbol])
self.assertAlmostEqual(0.45, lang_prob['o'])
self.assertAlmostEqual(0.75, lang_prob['p'])
self.assertAlmostEqual(1.0, lang_prob[ExampleFrameworks.d.symbol])
self.assertAlmostEqual(1.0, lang_prob[ExampleFrameworks.e.symbol])
def test_compute_grounded_probability(self):
baba = ExampleFrameworks.r_framework()
grounded_probabilities = Semantics.compute_semantic_probability(
Semantics.GROUNDED, baba)
self.assertEqual(0.64,
grounded_probabilities[ExampleFrameworks.a.symbol])
self.assertEqual(0.36,
grounded_probabilities[ExampleFrameworks._a.symbol])
self.assertEqual(0.6,
grounded_probabilities[ExampleFrameworks.b.symbol])
self.assertEqual(0.4,
grounded_probabilities[ExampleFrameworks._b.symbol])
self.assertEqual(1.0,
grounded_probabilities[ExampleFrameworks.c.symbol])
self.assertEqual(0.0,
grounded_probabilities[ExampleFrameworks._c.symbol])
self.assertEqual(0.64,
grounded_probabilities[ExampleFrameworks.j.symbol])
def test_compute_ideal_probability(self):
ideal_probabilities = Semantics.compute_semantic_probability(
Semantics.IDEAL, ExampleFrameworks.r_framework())
self.assertAlmostEqual(0.64,
ideal_probabilities[ExampleFrameworks.a.symbol])
self.assertAlmostEqual(
0.36, ideal_probabilities[ExampleFrameworks._a.symbol])
self.assertAlmostEqual(0.60,
ideal_probabilities[ExampleFrameworks.b.symbol])
self.assertAlmostEqual(
0.40, ideal_probabilities[ExampleFrameworks._b.symbol])
self.assertAlmostEqual(1.0,
ideal_probabilities[ExampleFrameworks.c.symbol])
self.assertAlmostEqual(
0.0, ideal_probabilities[ExampleFrameworks._c.symbol])
self.assertAlmostEqual(0.64,
ideal_probabilities[ExampleFrameworks.j.symbol])
self.assertAlmostEqual(0.6,
ideal_probabilities[ExampleFrameworks.s.symbol])
self.assertAlmostEqual(0.4,
ideal_probabilities[ExampleFrameworks.t.symbol])
def test_integration_cow_framework(self):
baba = Parser.BABAProgramParser(
filename='../PythonSemantics/Parsing/BABA_cow_program').parse()
lang_prob = Semantics.compute_semantic_probability(
Semantics.GROUNDED, baba)
self.assertAlmostEqual(0.72, lang_prob[ExampleFrameworks.HP.symbol])
