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47 lines
2.3 KiB
47 lines
2.3 KiB
import stormpy
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import stormpy.logic
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from helpers.helper import get_example_path
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import math
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class TestModelChecking:
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def test_model_checking_dtmc(self):
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program = stormpy.parse_prism_program(get_example_path("dtmc", "die.pm"))
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formulas = stormpy.parse_formulas_for_prism_program("P=? [ F \"one\" ]", program)
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model = stormpy.build_model(program, formulas[0])
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assert model.nr_states == 13
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assert model.nr_transitions == 20
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result = stormpy.model_checking(model, formulas[0])
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assert math.isclose(result, 0.16666666666666663)
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def test_model_checking_all_dtmc(self):
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program = stormpy.parse_prism_program(get_example_path("dtmc", "die.pm"))
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formulas = stormpy.parse_formulas_for_prism_program("P=? [ F \"one\" ]", program)
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model = stormpy.build_model(program, formulas[0])
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assert model.nr_states == 13
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assert model.nr_transitions == 20
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results = stormpy.model_checking_all(model, formulas[0])
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reference = [0.16666666666666663, 0.3333333333333333, 0, 0.6666666666666666, 0, 0, 0, 1, 0, 0, 0, 0, 0]
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assert all(map(math.isclose, results, reference))
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def test_parametric_state_elimination(self):
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import pycarl
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import pycarl.formula
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program = stormpy.parse_prism_program(get_example_path("pdtmc", "brp16_2.pm"))
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prop = "P=? [F s=5]"
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formulas = stormpy.parse_formulas_for_prism_program(prop, program)
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model = stormpy.build_parametric_model_from_prism_program(program, formulas)
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assert model.nr_states == 613
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assert model.nr_transitions == 803
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assert model.model_type == stormpy.ModelType.DTMC
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assert model.has_parameters
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result = stormpy.model_checking(model, formulas[0])
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func = result.result_function
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one = pycarl.FactorizedPolynomial(pycarl.Rational(1))
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assert func.denominator == one
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constraints_well_formed = result.constraints_well_formed
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for constraint in constraints_well_formed:
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assert constraint.rel() == pycarl.formula.Relation.GEQ or constraint.rel() == pycarl.formula.Relation.LEQ
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constraints_graph_preserving = result.constraints_graph_preserving
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for constraint in constraints_graph_preserving:
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assert constraint.rel() == pycarl.formula.Relation.GREATER
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