import stormpy import stormpy.logic from helpers.helper import get_example_path from configurations import pars @pars class TestPLA: def test_pla(self): program = stormpy.parse_prism_program(get_example_path("pdtmc", "brp16_2.pm")) prop = "P<=0.84 [F s=5 ]" formulas = stormpy.parse_properties_for_prism_program(prop, program) model = stormpy.build_parametric_model(program, formulas) assert model.nr_states == 613 assert model.nr_transitions == 803 assert model.model_type == stormpy.ModelType.DTMC assert model.has_parameters env = stormpy.Environment() checker = stormpy.pars.create_region_checker(env, model, formulas[0].raw_formula) parameters = model.collect_probability_parameters() assert len(parameters) == 2 region = stormpy.pars.ParameterRegion("0.7<=pL<=0.9,0.75<=pK<=0.95", parameters) result = checker.check_region(env, region) assert result == stormpy.pars.RegionResult.ALLSAT region = stormpy.pars.ParameterRegion("0.4<=pL<=0.65,0.75<=pK<=0.95", parameters) result = checker.check_region(env, region, stormpy.pars.RegionResultHypothesis.UNKNOWN, stormpy.pars.RegionResult.UNKNOWN, True) assert result == stormpy.pars.RegionResult.EXISTSBOTH region = stormpy.pars.ParameterRegion("0.1<=pL<=0.73,0.2<=pK<=0.715", parameters) result = checker.check_region(env, region) assert result == stormpy.pars.RegionResult.ALLVIOLATED