GSW_AI_LAB/tempest-py/examples/analysis/02-analysis.py

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()