import stl import stl.boolean_eval import stl.fastboolean_eval import traces from nose2.tools import params import unittest from sympy import Symbol ex1 = ("2*A > 3", False) ex2 = ("F[0, 1](2*A > 3)", True) ex2 = ("F(2*A > 3)", True) ex2 = ("F[0, inf](2*A > 3)", True) ex3 = ("F[1, 0](2*A > 3)", False) ex4 = ("G[1, 0](2*A > 3)", True) ex5 = ("(A < 0)", False) ex6 = ("G[0, 0.1](A < 0)", False) ex7 = ("G[0, 0.1](C)", True) ex8 = ("G[0, 0.2](C)", False) ex9 = ("(F[0, 0.2](C)) and (F[0, 1](2*A > 3))", True) ex10 = ("(A = 1) U (A = 4)", True) ex11 = ("(A < 5) U (A = 4)", False) x = { "A": traces.TimeSeries([(0, 1), (0.1, 1), (0.2, 4)]), "B": traces.TimeSeries([(0, 2), (0.1, 4), (0.2, 2)]), "C": traces.TimeSeries([(0, True), (0.1, True), (0.2, False)]), } class TestSTLEval(unittest.TestCase): @params(ex1, ex2, ex3, ex4, ex5, ex6, ex7, ex8, ex9, ex10, ex11) def test_eval(self, phi_str, r): phi = stl.parse(phi_str) stl_eval = stl.boolean_eval.pointwise_sat(phi) stl_eval2 = stl.boolean_eval.pointwise_sat(~phi) self.assertEqual(stl_eval(x, 0), r) self.assertEqual(stl_eval2(x, 0), not r) @params(ex1, ex2, ex3, ex4, ex5, ex6, ex7, ex8, ex9, ex10, ex11) def test_fasteval(self, phi_str, _): phi = stl.parse(phi_str) stl_eval = stl.boolean_eval.pointwise_sat(phi) stl_evalf = stl.fastboolean_eval.pointwise_sat(phi) stl_evalf2 = stl.fastboolean_eval.pointwise_sat(~phi) b_slow = stl_eval(x, 0) b_fast = stl_evalf(x, 0) b_fast2 = stl_evalf2(x, 0) self.assertEqual(b_slow, b_fast) self.assertEqual(b_fast, not b_fast2)