The source code and dockerfile for the GSW2024 AI Lab.
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import stormpy
import stormpy.core
import stormpy.examples
import stormpy.examples.files
from stormpy.storage import Expression
def example_analysis_02():
path = stormpy.examples.files.prism_dtmc_die
prism_program = stormpy.parse_prism_program(path)
formula_str = "P=? [F s=7 & d=2]"
properties = stormpy.parse_properties(formula_str, prism_program)
model = stormpy.build_symbolic_model(prism_program, properties)
result = stormpy.model_checking(model, properties[0])
filter = stormpy.create_filter_initial_states_symbolic(model)
result.filter(filter)
assert result.min == result.max
print(result.min)
# Create an auxiliary mapping to build expressions that matches some state.
variables = dict()
for m in prism_program.modules:
for v in m.integer_variables:
variables[v.name] = v.expression_variable.get_expression()
expr_manager = prism_program.expression_manager
expr_for_state_1 = Expression.Conjunction([Expression.Eq(variables["s"],expr_manager.create_integer(1)),
Expression.Eq(variables["d"],expr_manager.create_integer(0))])
expr_for_state_2 = Expression.And(Expression.Eq(variables["s"],expr_manager.create_integer(4)),
Expression.Eq(variables["d"],expr_manager.create_integer(0)))
result = stormpy.model_checking(model, properties[0])
cached_res = result.clone()
cached_res.filter(stormpy.create_filter_symbolic(model,expr_for_state_1))
print(cached_res.min)
result.filter(stormpy.create_filter_symbolic(model,expr_for_state_2))
assert result.min == result.max
print(result.min)
if __name__ == '__main__':
example_analysis_02()