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import stormpy
import stormpy.logic
from helpers.helper import get_example_path
import math
from configurations import dft
@dft
class TestAnalysis:
def test_analyze_mttf(self):
dft = stormpy.dft.load_dft_json_file(get_example_path("dft", "and.json"))
formulas = stormpy.parse_properties("T=? [ F \"failed\" ]")
assert dft.nr_elements() == 3
results = stormpy.dft.analyze_dft(dft, [formulas[0].raw_formula])
assert math.isclose(results[0], 3)
def test_relevant_events_property(self):
dft = stormpy.dft.load_dft_json_file(get_example_path("dft", "and.json"))
properties = stormpy.parse_properties("P=? [ F<=1 \"A_failed\" ]")
formulas = [p.raw_formula for p in properties]
relevant_events = stormpy.dft.compute_relevant_events(dft, formulas)
assert relevant_events.is_relevant("A")
assert not relevant_events.is_relevant("B")
assert not relevant_events.is_relevant("C")
results = stormpy.dft.analyze_dft(dft, formulas, relevant_events = relevant_events)
assert math.isclose(results[0], 0.1548181217)
def test_relevant_events_additional(self):
dft = stormpy.dft.load_dft_json_file(get_example_path("dft", "and.json"))
properties = stormpy.parse_properties("P=? [ F<=1 \"failed\" ]")
formulas = [p.raw_formula for p in properties]
relevant_events = stormpy.dft.compute_relevant_events(dft, formulas, ["B", "C"])
assert relevant_events.is_relevant("B")
assert relevant_events.is_relevant("C")
assert not relevant_events.is_relevant("A")
results = stormpy.dft.analyze_dft(dft, formulas, relevant_events = relevant_events)
assert math.isclose(results[0], 0.1548181217)
def test_transformation(self):
dft = stormpy.dft.load_dft_galileo_file(get_example_path("dft", "rc2.dft"))
valid, output = stormpy.dft.is_well_formed(dft)
assert not valid
assert "not binary" in output
dft = stormpy.dft.transform_dft(dft, unique_constant_be=True, binary_fdeps=True)
valid, output = stormpy.dft.is_well_formed(dft)
assert valid
formulas = stormpy.parse_properties("Tmin=? [ F \"failed\" ]")
results = stormpy.dft.analyze_dft(dft, [formulas[0].raw_formula])
assert math.isclose(results[0], 6.380930905)
def test_fdep_conflicts(self):
dft = stormpy.dft.load_dft_galileo_file(get_example_path("dft", "rc2.dft"))
dft = stormpy.dft.transform_dft(dft, unique_constant_be=True, binary_fdeps=True)
has_conflicts = stormpy.dft.compute_dependency_conflicts(dft, use_smt=False, solver_timeout=0)
assert not has_conflicts
formulas = stormpy.parse_properties("T=? [ F \"failed\" ]")
results = stormpy.dft.analyze_dft(dft, [formulas[0].raw_formula])
assert math.isclose(results[0], 6.380930905)