Mavo
9 years ago
14 changed files with 232 additions and 137 deletions
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26stormpy/lib/stormpy/__init__.py
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22stormpy/src/core/bisimulation.cpp
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8stormpy/src/core/bisimulation.h
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4stormpy/src/core/common.h
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144stormpy/src/core/core.cpp
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2stormpy/src/core/core.h
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53stormpy/src/core/model.cpp
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8stormpy/src/core/model.h
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50stormpy/src/core/modelchecking.cpp
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8stormpy/src/core/modelchecking.h
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26stormpy/src/core/prism.cpp
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8stormpy/src/core/prism.h
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8stormpy/src/mod_core.cpp
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2stormpy/tests/core/test_parse.py
@ -1,2 +1,28 @@ |
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from . import core |
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from .core import * |
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|
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def build_model(program, formulae): |
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intermediate = core._build_model(program, formulae) |
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|
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if intermediate.parametric(): |
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raise RuntimeError("Model should be non-parametric") |
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else: |
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if intermediate.model_type() == ModelType.DTMC: |
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return intermediate.as_dtmc() |
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elif intermediate.model_type() == ModelType.MDP: |
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return intermediate.as_mdp() |
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else: |
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raise RuntimeError("Not supported non-parametric model constructed") |
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def build_parametric_model(program, formulae): |
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intermediate = core._build_parametric_model(program, formulae) |
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if intermediate.parametric(): |
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if intermediate.model_type() == ModelType.DTMC: |
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return intermediate.as_pdtmc() |
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elif intermediate.model_type() == ModelType.MDP: |
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return intermediate.as_pmdp() |
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else: |
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raise RuntimeError("Not supported parametric model constructed") |
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else: |
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raise RuntimeError("Model should be parametric") |
@ -0,0 +1,22 @@ |
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#include "bisimulation.h"
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|
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// Thin wrapper for bisimulation
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template<typename ValueType> |
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std::shared_ptr<storm::models::sparse::Model<ValueType>> performBisimulation(std::shared_ptr<storm::models::sparse::Model<ValueType>> const& model, std::shared_ptr<storm::logic::Formula const> const& formula, storm::storage::BisimulationType bisimulationType) { |
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return storm::performBisimulationMinimization<storm::models::sparse::Model<ValueType>>(model, formula, bisimulationType); |
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} |
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|
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// Define python bindings
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void define_bisimulation(py::module& m) { |
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|
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// Bisimulation
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m.def("perform_bisimulation", &performBisimulation<double>, "Perform bisimulation", py::arg("program"), py::arg("formula"), py::arg("bisimulation_type")); |
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m.def("perform_parametric_bisimulation", &performBisimulation<storm::RationalFunction>, "Perform bisimulation on parametric model", py::arg("program"), py::arg("formula"), py::arg("bisimulation_type")); |
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|
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// BisimulationType
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py::enum_<storm::storage::BisimulationType>(m, "BisimulationType", "Types of bisimulation") |
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.value("STRONG", storm::storage::BisimulationType::Strong) |
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.value("WEAK", storm::storage::BisimulationType::Weak) |
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; |
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|
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} |
@ -0,0 +1,8 @@ |
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#ifndef PYTHON_CORE_BISIMULATION_H_ |
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#define PYTHON_CORE_BISIMULATION_H_ |
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#include "common.h" |
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void define_bisimulation(py::module& m); |
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#endif /* PYTHON_CORE_BISIMULATION_H_ */ |
@ -0,0 +1,4 @@ |
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#include "src/common.h" |
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#include <pybind11/stl.h> |
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|
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#include <src/utility/storm.h> |
@ -1,146 +1,20 @@ |
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#include "core.h"
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#include <pybind11/stl.h>
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#include "src/common.h"
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#include <src/utility/storm.h>
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|
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// Thin wrapper for initializing
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void setupStormLib(std::string const& args) { |
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storm::utility::setUp(); |
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storm::settings::SettingsManager::manager().setFromString(args); |
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} |
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|
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// Thin wrapper for model building
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std::shared_ptr<storm::models::ModelBase> buildModel(storm::prism::Program const& program, std::shared_ptr<storm::logic::Formula const> const& formula) { |
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return storm::buildSymbolicModel<storm::RationalFunction>(program, std::vector<std::shared_ptr<storm::logic::Formula const>>(1,formula)).model; |
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} |
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|
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// Thin wrapper for bisimulation
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template<typename ValueType> |
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std::shared_ptr<storm::models::sparse::Model<ValueType>> performBisimulation(std::shared_ptr<storm::models::sparse::Model<ValueType>> const& model, std::shared_ptr<storm::logic::Formula const> const& formula, storm::storage::BisimulationType bisimulationType) { |
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return storm::performBisimulationMinimization<storm::models::sparse::Model<ValueType>>(model, formula, bisimulationType); |
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} |
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|
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// Class holding the model checking result
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class PmcResult { |
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public: |
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storm::RationalFunction resultFunction; |
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std::unordered_set<storm::ArithConstraint<storm::RationalFunction>> constraintsWellFormed; |
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std::unordered_set<storm::ArithConstraint<storm::RationalFunction>> constraintsGraphPreserving; |
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std::string toString() { |
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std::stringstream stream; |
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stream << resultFunction << std::endl; |
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stream << "Well formed constraints:" << std::endl; |
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for (auto constraint : constraintsWellFormed) { |
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stream << constraint << std::endl; |
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} |
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stream << "Graph preserving constraints:" << std::endl; |
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for (auto constraint : constraintsGraphPreserving) { |
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stream << constraint << std::endl; |
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} |
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return stream.str(); |
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} |
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}; |
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|
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// Thin wrapper for parametric state elimination
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std::shared_ptr<PmcResult> performStateElimination(std::shared_ptr<storm::models::sparse::Model<storm::RationalFunction>> model, std::shared_ptr<storm::logic::Formula const> const& formula) { |
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std::unique_ptr<storm::modelchecker::CheckResult> checkResult = storm::verifySparseModel<storm::RationalFunction>(model, formula); |
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std::shared_ptr<PmcResult> result = std::make_shared<PmcResult>(); |
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result->resultFunction = checkResult->asExplicitQuantitativeCheckResult<storm::RationalFunction>()[*model->getInitialStates().begin()]; |
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storm::models::sparse::Dtmc<storm::RationalFunction>::ConstraintCollector constraintCollector(*(model->template as<storm::models::sparse::Dtmc<storm::RationalFunction>>())); |
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result->constraintsWellFormed = constraintCollector.getWellformedConstraints(); |
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result->constraintsGraphPreserving = constraintCollector.getGraphPreservingConstraints(); |
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return result; |
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} |
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|
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// Define python bindings
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void define_core(py::module& m) { |
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m.def("set_up", &setupStormLib, "Initialize Storm"); |
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// Init
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m.def("set_up", [] (std::string const& args) { |
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storm::utility::setUp(); |
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storm::settings::SettingsManager::manager().setFromString(args); |
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}, "Initialize Storm", py::arg("arguments")); |
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m.def("parse_program", &storm::parseProgram, "Parse program", py::arg("path")); |
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// Parse formulas
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m.def("parse_formulas", &storm::parseFormulasForExplicit, "Parse explicit formulas", py::arg("formula_string")); |
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m.def("parse_formulas_for_program", &storm::parseFormulasForProgram, "Parse formulas for program", py::arg("formula_string"), py::arg("program")); |
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m.def("perform_state_elimination", &performStateElimination, "Perform state elimination", py::arg("model"), py::arg("formula")); |
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// Program
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py::enum_<storm::prism::Program::ModelType>(m, "PrismModelType", "Type of the prism model") |
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.value("DTMC", storm::prism::Program::ModelType::DTMC) |
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.value("CTMC", storm::prism::Program::ModelType::CTMC) |
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.value("MDP", storm::prism::Program::ModelType::MDP) |
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.value("CTMDP", storm::prism::Program::ModelType::CTMDP) |
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.value("MA", storm::prism::Program::ModelType::MA) |
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.value("UNDEFINED", storm::prism::Program::ModelType::UNDEFINED) |
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; |
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py::class_<storm::prism::Program>(m, "Program", "Prism program") |
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.def("nr_modules", &storm::prism::Program::getNumberOfModules, "Get number of modules") |
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.def("model_type", &storm::prism::Program::getModelType, "Get model type") |
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.def("has_undefined_constants", &storm::prism::Program::hasUndefinedConstants, "Check if program has undefined constants") |
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; |
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py::class_<storm::storage::ModelFormulasPair>(m, "ModelProgramPair", "Pair of model and program") |
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// Pair <Model,Formulas>
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py::class_<storm::storage::ModelFormulasPair>(m, "ModelFormulasPair", "Pair of model and formulas") |
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.def_readwrite("model", &storm::storage::ModelFormulasPair::model, "The model") |
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.def_readwrite("formulas", &storm::storage::ModelFormulasPair::formulas, "The formulas") |
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; |
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// Models
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m.def("build_model", &buildModel, "Build the model", py::arg("program"), py::arg("formula")); |
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m.def("build_model_from_prism_program", &storm::buildSymbolicModel<double>, "Build the model", py::arg("program"), py::arg("formulas")); |
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m.def("build_parametric_model_from_prism_program", &storm::buildSymbolicModel<storm::RationalFunction>, "Build the parametric model", py::arg("program"), py::arg("formulas")); |
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py::enum_<storm::models::ModelType>(m, "ModelType", "Type of the model") |
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.value("DTMC", storm::models::ModelType::Dtmc) |
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.value("MDP", storm::models::ModelType::Mdp) |
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.value("CTMC", storm::models::ModelType::Ctmc) |
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.value("MA", storm::models::ModelType::MarkovAutomaton) |
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; |
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py::class_<storm::models::ModelBase, std::shared_ptr<storm::models::ModelBase>>(m, "ModelBase", "Base class for all models") |
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.def("nr_states", &storm::models::ModelBase::getNumberOfStates, "Get number of states") |
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.def("nr_transitions", &storm::models::ModelBase::getNumberOfTransitions, "Get number of transitions") |
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.def("model_type", &storm::models::ModelBase::getType, "Get model type") |
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.def("parametric", &storm::models::ModelBase::isParametric, "Check if model is parametric") |
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.def("as_dtmc", &storm::models::ModelBase::as<storm::models::sparse::Dtmc<double>>, "Get model as DTMC") |
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.def("as_pdtmc", &storm::models::ModelBase::as<storm::models::sparse::Dtmc<storm::RationalFunction>>, "Get model as pDTMC") |
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.def("as_mdp", &storm::models::ModelBase::as<storm::models::sparse::Mdp<double>>, "Get model as MDP") |
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.def("as_pmdp", &storm::models::ModelBase::as<storm::models::sparse::Mdp<storm::RationalFunction>>, "Get model as pMDP") |
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; |
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py::class_<storm::models::sparse::Model<double>, std::shared_ptr<storm::models::sparse::Model<double>>>(m, "SparseModel", "A probabilistic model where transitions are represented by doubles and saved in a sparse matrix", py::base<storm::models::ModelBase>()) |
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; |
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py::class_<storm::models::sparse::Dtmc<double>, std::shared_ptr<storm::models::sparse::Dtmc<double>>>(m, "SparseDtmc", "DTMC in sparse representation", py::base<storm::models::sparse::Model<double>>()) |
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; |
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py::class_<storm::models::sparse::Mdp<double>, std::shared_ptr<storm::models::sparse::Mdp<double>>>(m, "SparseMdp", "MDP in sparse representation", py::base<storm::models::sparse::Model<double>>()) |
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; |
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py::class_<storm::models::sparse::Model<storm::RationalFunction>, std::shared_ptr<storm::models::sparse::Model<storm::RationalFunction>>>(m, "SparseParametricModel", "A probabilistic model where transitions are represented by rational functions and saved in a sparse matrix", py::base<storm::models::ModelBase>()) |
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.def("collect_probability_parameters", &storm::models::sparse::getProbabilityParameters, "Collect parameters") |
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; |
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py::class_<storm::models::sparse::Dtmc<storm::RationalFunction>, std::shared_ptr<storm::models::sparse::Dtmc<storm::RationalFunction>>>(m, "SparseParametricDtmc", "pDTMC in sparse representation", py::base<storm::models::sparse::Model<storm::RationalFunction>>()) |
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; |
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py::class_<storm::models::sparse::Mdp<storm::RationalFunction>, std::shared_ptr<storm::models::sparse::Mdp<storm::RationalFunction>>>(m, "SparseParametricMdp", "pMDP in sparse representation", py::base<storm::models::sparse::Model<storm::RationalFunction>>()) |
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; |
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// Bisimulation
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py::enum_<storm::storage::BisimulationType>(m, "BisimulationType", "Types of bisimulation") |
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.value("STRONG", storm::storage::BisimulationType::Strong) |
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.value("WEAK", storm::storage::BisimulationType::Weak) |
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; |
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m.def("perform_bisimulation", &performBisimulation<double>, "Perform bisimulation", py::arg("program"), py::arg("formula"), py::arg("bisimulation_type")); |
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m.def("perform_parametric_bisimulation", &performBisimulation<storm::RationalFunction>, "Perform bisimulation on parametric model", py::arg("program"), py::arg("formula"), py::arg("bisimulation_type")); |
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// PmcResult
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py::class_<PmcResult, std::shared_ptr<PmcResult>>(m, "PmcResult", "Holds the results after parametric model checking") |
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.def("__str__", &PmcResult::toString) |
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.def_readonly("result_function", &PmcResult::resultFunction, "Result as rational function") |
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.def_readonly("constraints_well_formed", &PmcResult::constraintsWellFormed, "Constraints ensuring well-formed probabilities") |
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.def_readonly("constraints_graph_preserving", &PmcResult::constraintsGraphPreserving, "Constraints ensuring graph preservation") |
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; |
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} |
@ -1,7 +1,7 @@ |
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#ifndef PYTHON_CORE_CORE_H_ |
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#define PYTHON_CORE_CORE_H_ |
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#include "src/common.h" |
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#include "common.h" |
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void define_core(py::module& m); |
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#include "model.h"
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// Thin wrapper for model building
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template<typename ValueType> |
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std::shared_ptr<storm::models::ModelBase> buildModel(storm::prism::Program const& program, std::shared_ptr<storm::logic::Formula const> const& formula) { |
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return storm::buildSymbolicModel<ValueType>(program, std::vector<std::shared_ptr<storm::logic::Formula const>>(1,formula)).model; |
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} |
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// Define python bindings
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void define_model(py::module& m) { |
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// Build model
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m.def("_build_model", &buildModel<double>, "Build the model", py::arg("program"), py::arg("formula")); |
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m.def("_build_parametric_model", &buildModel<storm::RationalFunction>, "Build the parametric model", py::arg("program"), py::arg("formula")); |
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m.def("build_model_from_prism_program", &storm::buildSymbolicModel<double>, "Build the model", py::arg("program"), py::arg("formulas")); |
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m.def("build_parametric_model_from_prism_program", &storm::buildSymbolicModel<storm::RationalFunction>, "Build the parametric model", py::arg("program"), py::arg("formulas")); |
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// ModelType
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py::enum_<storm::models::ModelType>(m, "ModelType", "Type of the model") |
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.value("DTMC", storm::models::ModelType::Dtmc) |
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.value("MDP", storm::models::ModelType::Mdp) |
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.value("CTMC", storm::models::ModelType::Ctmc) |
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.value("MA", storm::models::ModelType::MarkovAutomaton) |
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; |
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// ModelBase
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py::class_<storm::models::ModelBase, std::shared_ptr<storm::models::ModelBase>>(m, "ModelBase", "Base class for all models") |
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.def("nr_states", &storm::models::ModelBase::getNumberOfStates, "Get number of states") |
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.def("nr_transitions", &storm::models::ModelBase::getNumberOfTransitions, "Get number of transitions") |
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.def("model_type", &storm::models::ModelBase::getType, "Get model type") |
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.def("parametric", &storm::models::ModelBase::isParametric, "Check if model is parametric") |
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.def("as_dtmc", &storm::models::ModelBase::as<storm::models::sparse::Dtmc<double>>, "Get model as DTMC") |
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.def("as_pdtmc", &storm::models::ModelBase::as<storm::models::sparse::Dtmc<storm::RationalFunction>>, "Get model as pDTMC") |
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.def("as_mdp", &storm::models::ModelBase::as<storm::models::sparse::Mdp<double>>, "Get model as MDP") |
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.def("as_pmdp", &storm::models::ModelBase::as<storm::models::sparse::Mdp<storm::RationalFunction>>, "Get model as pMDP") |
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; |
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|
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// Models
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py::class_<storm::models::sparse::Model<double>, std::shared_ptr<storm::models::sparse::Model<double>>>(m, "SparseModel", "A probabilistic model where transitions are represented by doubles and saved in a sparse matrix", py::base<storm::models::ModelBase>()) |
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; |
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py::class_<storm::models::sparse::Dtmc<double>, std::shared_ptr<storm::models::sparse::Dtmc<double>>>(m, "SparseDtmc", "DTMC in sparse representation", py::base<storm::models::sparse::Model<double>>()) |
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; |
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py::class_<storm::models::sparse::Mdp<double>, std::shared_ptr<storm::models::sparse::Mdp<double>>>(m, "SparseMdp", "MDP in sparse representation", py::base<storm::models::sparse::Model<double>>()) |
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; |
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py::class_<storm::models::sparse::Model<storm::RationalFunction>, std::shared_ptr<storm::models::sparse::Model<storm::RationalFunction>>>(m, "SparseParametricModel", "A probabilistic model where transitions are represented by rational functions and saved in a sparse matrix", py::base<storm::models::ModelBase>()) |
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.def("collect_probability_parameters", &storm::models::sparse::getProbabilityParameters, "Collect parameters") |
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; |
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py::class_<storm::models::sparse::Dtmc<storm::RationalFunction>, std::shared_ptr<storm::models::sparse::Dtmc<storm::RationalFunction>>>(m, "SparseParametricDtmc", "pDTMC in sparse representation", py::base<storm::models::sparse::Model<storm::RationalFunction>>()) |
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; |
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py::class_<storm::models::sparse::Mdp<storm::RationalFunction>, std::shared_ptr<storm::models::sparse::Mdp<storm::RationalFunction>>>(m, "SparseParametricMdp", "pMDP in sparse representation", py::base<storm::models::sparse::Model<storm::RationalFunction>>()) |
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; |
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} |
@ -0,0 +1,8 @@ |
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#ifndef PYTHON_CORE_MODEL_H_ |
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#define PYTHON_CORE_MODEL_H_ |
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#include "common.h" |
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void define_model(py::module& m); |
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#endif /* PYTHON_CORE_MODEL_H_ */ |
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#include "modelchecking.h"
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// Class holding the model checking result
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class PmcResult { |
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public: |
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storm::RationalFunction resultFunction; |
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std::unordered_set<storm::ArithConstraint<storm::RationalFunction>> constraintsWellFormed; |
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std::unordered_set<storm::ArithConstraint<storm::RationalFunction>> constraintsGraphPreserving; |
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std::string toString() { |
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std::stringstream stream; |
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stream << resultFunction << std::endl; |
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stream << "Well formed constraints:" << std::endl; |
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for (auto constraint : constraintsWellFormed) { |
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stream << constraint << std::endl; |
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} |
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stream << "Graph preserving constraints:" << std::endl; |
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for (auto constraint : constraintsGraphPreserving) { |
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stream << constraint << std::endl; |
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} |
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return stream.str(); |
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} |
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}; |
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// Thin wrapper for parametric state elimination
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std::shared_ptr<PmcResult> performStateElimination(std::shared_ptr<storm::models::sparse::Model<storm::RationalFunction>> model, std::shared_ptr<storm::logic::Formula const> const& formula) { |
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std::unique_ptr<storm::modelchecker::CheckResult> checkResult = storm::verifySparseModel<storm::RationalFunction>(model, formula); |
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std::shared_ptr<PmcResult> result = std::make_shared<PmcResult>(); |
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result->resultFunction = checkResult->asExplicitQuantitativeCheckResult<storm::RationalFunction>()[*model->getInitialStates().begin()]; |
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storm::models::sparse::Dtmc<storm::RationalFunction>::ConstraintCollector constraintCollector(*(model->template as<storm::models::sparse::Dtmc<storm::RationalFunction>>())); |
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result->constraintsWellFormed = constraintCollector.getWellformedConstraints(); |
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result->constraintsGraphPreserving = constraintCollector.getGraphPreservingConstraints(); |
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return result; |
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} |
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|
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// Define python bindings
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void define_modelchecking(py::module& m) { |
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|
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// Model checking
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m.def("perform_state_elimination", &performStateElimination, "Perform state elimination", py::arg("model"), py::arg("formula")); |
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|
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// PmcResult
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py::class_<PmcResult, std::shared_ptr<PmcResult>>(m, "PmcResult", "Holds the results after parametric model checking") |
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.def("__str__", &PmcResult::toString) |
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.def_readonly("result_function", &PmcResult::resultFunction, "Result as rational function") |
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.def_readonly("constraints_well_formed", &PmcResult::constraintsWellFormed, "Constraints ensuring well-formed probabilities") |
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.def_readonly("constraints_graph_preserving", &PmcResult::constraintsGraphPreserving, "Constraints ensuring graph preservation") |
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; |
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} |
@ -0,0 +1,8 @@ |
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#ifndef PYTHON_CORE_MODELCHECKING_H_ |
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#define PYTHON_CORE_MODELCHECKING_H_ |
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#include "common.h" |
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|
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void define_modelchecking(py::module& m); |
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#endif /* PYTHON_CORE_MODELCHECKING_H_ */ |
@ -0,0 +1,26 @@ |
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#include "prism.h"
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|
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// Define python bindings
|
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void define_prism(py::module& m) { |
|||
|
|||
// Parse prism program
|
|||
m.def("parse_program", &storm::parseProgram, "Parse program", py::arg("path")); |
|||
|
|||
// PrismType
|
|||
py::enum_<storm::prism::Program::ModelType>(m, "PrismModelType", "Type of the prism model") |
|||
.value("DTMC", storm::prism::Program::ModelType::DTMC) |
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.value("CTMC", storm::prism::Program::ModelType::CTMC) |
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.value("MDP", storm::prism::Program::ModelType::MDP) |
|||
.value("CTMDP", storm::prism::Program::ModelType::CTMDP) |
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.value("MA", storm::prism::Program::ModelType::MA) |
|||
.value("UNDEFINED", storm::prism::Program::ModelType::UNDEFINED) |
|||
; |
|||
|
|||
// PrismProgram
|
|||
py::class_<storm::prism::Program>(m, "Program", "Prism program") |
|||
.def("nr_modules", &storm::prism::Program::getNumberOfModules, "Get number of modules") |
|||
.def("model_type", &storm::prism::Program::getModelType, "Get model type") |
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.def("has_undefined_constants", &storm::prism::Program::hasUndefinedConstants, "Check if program has undefined constants") |
|||
; |
|||
|
|||
} |
@ -0,0 +1,8 @@ |
|||
#ifndef PYTHON_CORE_PRISM_H_ |
|||
#define PYTHON_CORE_PRISM_H_ |
|||
|
|||
#include "common.h" |
|||
|
|||
void define_prism(py::module& m); |
|||
|
|||
#endif /* PYTHON_CORE_PRISM_H_ */ |
@ -1,9 +1,17 @@ |
|||
#include "common.h"
|
|||
|
|||
#include "core/core.h"
|
|||
#include "core/model.h"
|
|||
#include "core/modelchecking.h"
|
|||
#include "core/bisimulation.h"
|
|||
#include "core/prism.h"
|
|||
|
|||
PYBIND11_PLUGIN(core) { |
|||
py::module m("core"); |
|||
define_core(m); |
|||
define_model(m); |
|||
define_modelchecking(m); |
|||
define_bisimulation(m); |
|||
define_prism(m); |
|||
return m.ptr(); |
|||
} |
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