Merge branch 'future' into jani_support

Former-commit-id: 4d596e0c6e

CMakeLists.txt

@@ -1,5 +1,5 @@
 cmake_minimum_required (VERSION 2.8.6)
-
+cmake_policy(VERSION 3.2)
 # Set project name
 project (storm CXX C)
 
@@ -29,6 +29,7 @@ option(USE_LIBCXX "Sets whether the standard library is libc++." OFF)
 option(USE_CARL "Sets whether carl should be included." ON)
 option(USE_XERCES "Sets whether xerces should be used." OFF)
 option(FORCE_COLOR "Force color output" OFF)
+option(STORM_PYTHON "Builds the API for Python" OFF)
 option(STORM_COMPILE_WITH_CCACHE "Compile using CCache" ON)
 option(STORM_LOG_DISABLE_DEBUG "Disable log and trace message support" OFF)
 set(BOOST_ROOT "" CACHE STRING "A hint to the root directory of Boost (optional).")
@@ -61,6 +62,9 @@ endif()
 # Base path for test files
 set(STORM_CPP_TESTS_BASE_PATH "${PROJECT_SOURCE_DIR}/test")
 
+set(STORMPY_OUTPUT_DIR "${PROJECT_BINARY_DIR}/stormpy")
+set(STORMPY_SOURCE_DIR "${PROJECT_SOURCE_DIR}/stormpy")
+
 # Auto-detect operating system.
 set(MACOSX 0)
 set(LINUX 0)
@@ -95,6 +99,7 @@ endif()
 message(STATUS "Assuming extension for shared libraries: ${DYNAMIC_EXT}")
 message(STATUS "Assuming extension for static libraries: ${STATIC_EXT}")
 
+
 #############################################################
 ##
 ##	Compiler specific settings and definitions
@@ -221,7 +226,7 @@ find_package(GMP QUIET)
 #############################################################
 
 # Boost Option variables
-set(Boost_USE_STATIC_LIBS        ON)
+set(Boost_USE_STATIC_LIBS        ${USE_BOOST_STATIC_LIBRARIES})
 set(Boost_USE_MULTITHREADED      ON)
 set(Boost_USE_STATIC_RUNTIME    OFF)
 

install.sh

@@ -0,0 +1,2 @@
+#!/bin/bash
+pip install -ve . --install-option="--cmake=" --install-option="--make="

src/CMakeLists.txt

@@ -110,7 +110,7 @@ endif(ADDITIONAL_LINK_DIRS)
 ##  All link_directories() calls MUST be made before this point               #
 ##                                                                            #
 ###############################################################################
-add_library(storm STATIC ${STORM_LIB_SOURCES} ${STORM_LIB_HEADERS}) # Adding headers for xcode
+add_library(storm SHARED ${STORM_LIB_SOURCES} ${STORM_LIB_HEADERS}) # Adding headers for xcode
 add_dependencies(storm sylvan)
 add_dependencies(storm resources)
 add_executable(storm-main ${STORM_MAIN_SOURCES} ${STORM_MAIN_HEADERS})

src/adapters/AddExpressionAdapter.h

@@ -3,7 +3,7 @@
 
 #include "src/storage/expressions/Variable.h"
 #include "src/storage/expressions/Expressions.h"
-#include "storage/expressions/ExpressionVisitor.h"
+#include "src/storage/expressions/ExpressionVisitor.h"
 
 #include "src/storage/dd/Add.h"
 #include "src/storage/dd/Bdd.h"

src/builder/DdPrismModelBuilder.cpp

@@ -201,7 +201,7 @@ namespace storm {
         }
         
         template <storm::dd::DdType Type, typename ValueType>
-        DdPrismModelBuilder<Type, ValueType>::Options::Options(std::vector<std::shared_ptr<const storm::logic::Formula>> const& formulas) : buildAllRewardModels(false), rewardModelsToBuild(), constantDefinitions(), buildAllLabels(false), labelsToBuild(), terminalStates(), negatedTerminalStates() {
+        DdPrismModelBuilder<Type, ValueType>::Options::Options(std::vector<std::shared_ptr<storm::logic::Formula const>> const& formulas) : buildAllRewardModels(false), rewardModelsToBuild(), constantDefinitions(), buildAllLabels(false), labelsToBuild(), terminalStates(), negatedTerminalStates() {
             if (formulas.empty()) {
                 this->buildAllRewardModels = true;
                 this->buildAllLabels = true;

src/builder/DdPrismModelBuilder.h

@@ -48,7 +48,7 @@ namespace storm {
                  *
                  * @param formula Thes formula based on which to choose the building options.
                  */
-                Options(std::vector<std::shared_ptr<const storm::logic::Formula>> const& formulas);
+                Options(std::vector<std::shared_ptr<storm::logic::Formula const>> const& formulas);
                 
                 /*!
                  * Sets the constants definitions from the given string. The string must be of the form 'X=a,Y=b,Z=c',

src/builder/ExplicitPrismModelBuilder.cpp

@@ -79,7 +79,7 @@ namespace storm {
         }
         
         template <typename ValueType, typename RewardModelType, typename StateType>
-        ExplicitPrismModelBuilder<ValueType, RewardModelType, StateType>::Options::Options(std::vector<std::shared_ptr<const storm::logic::Formula>> const& formulas) : explorationOrder(storm::settings::generalSettings().getExplorationOrder()), buildCommandLabels(false), buildAllRewardModels(false), buildStateValuations(false), rewardModelsToBuild(), constantDefinitions(), buildAllLabels(false), labelsToBuild(), expressionLabels(), terminalStates(), negatedTerminalStates() {
+        ExplicitPrismModelBuilder<ValueType, RewardModelType, StateType>::Options::Options(std::vector<std::shared_ptr<storm::logic::Formula const>> const& formulas) : explorationOrder(storm::settings::generalSettings().getExplorationOrder()), buildCommandLabels(false), buildAllRewardModels(false), buildStateValuations(false), rewardModelsToBuild(), constantDefinitions(), buildAllLabels(false), labelsToBuild(), expressionLabels(), terminalStates(), negatedTerminalStates() {
             if (formulas.empty()) {
                 this->buildAllRewardModels = true;
                 this->buildAllLabels = true;
@@ -489,4 +489,4 @@ namespace storm {
         template class ExplicitPrismModelBuilder<RationalFunction, storm::models::sparse::StandardRewardModel<RationalFunction>, uint32_t>;
 #endif
     }
-}
+}

src/builder/ExplicitPrismModelBuilder.h

@@ -9,6 +9,7 @@
 #include <boost/functional/hash.hpp>
 #include <boost/container/flat_set.hpp>
 #include <boost/container/flat_map.hpp>
+#include <boost/variant.hpp>
 #include <src/models/sparse/StandardRewardModel.h>
 
 #include "src/storage/prism/Program.h"
@@ -87,7 +88,7 @@ namespace storm {
                  *
                  * @param formula Thes formula based on which to choose the building options.
                  */
-                Options(std::vector<std::shared_ptr<const storm::logic::Formula>> const& formulas);
+                Options(std::vector<std::shared_ptr<storm::logic::Formula const>> const& formulas);
                 
                 /*!
                  * Sets the constants definitions from the given string. The string must be of the form 'X=a,Y=b,Z=c',

src/cli/cli.cpp

@@ -216,7 +216,7 @@ namespace storm {
                 }
                 
                 // Then proceed to parsing the property (if given), since the model we are building may depend on the property.
-                std::vector<std::shared_ptr<storm::logic::Formula>> parsedFormulas;
+                std::vector<std::shared_ptr<storm::logic::Formula const>> parsedFormulas;
                 if (settings.isPropertySet()) {
                     std::string properties = settings.getProperty();
                     
@@ -227,7 +227,7 @@ namespace storm {
                     }
                     
                 }
-                std::vector<std::shared_ptr<const storm::logic::Formula>> formulas(parsedFormulas.begin(), parsedFormulas.end());
+                std::vector<std::shared_ptr<storm::logic::Formula const>> formulas(parsedFormulas.begin(), parsedFormulas.end());
                 
                 if (settings.isSymbolicSet()) {
 #ifdef STORM_HAVE_CARL
@@ -247,4 +247,4 @@ namespace storm {
             }
 
         }
- }
+ }

src/cli/entrypoints.h

@@ -9,7 +9,7 @@ namespace storm {
     namespace cli {
 
         template<typename ValueType>
-        void verifySparseModel(std::shared_ptr<storm::models::sparse::Model<ValueType>> model, std::vector<std::shared_ptr<const storm::logic::Formula>> const& formulas, bool onlyInitialStatesRelevant = false) {
+        void verifySparseModel(std::shared_ptr<storm::models::sparse::Model<ValueType>> model, std::vector<std::shared_ptr<storm::logic::Formula const>> const& formulas, bool onlyInitialStatesRelevant = false) {
             for (auto const& formula : formulas) {
                 std::cout << std::endl << "Model checking property: " << *formula << " ...";
                 std::unique_ptr<storm::modelchecker::CheckResult> result(storm::verifySparseModel(model, formula, onlyInitialStatesRelevant));
@@ -26,7 +26,7 @@ namespace storm {
 
 #ifdef STORM_HAVE_CARL
         template<>
-        inline void verifySparseModel(std::shared_ptr<storm::models::sparse::Model<storm::RationalFunction>> model, std::vector<std::shared_ptr<const storm::logic::Formula>> const& formulas, bool onlyInitialStatesRelevant) {
+        inline void verifySparseModel(std::shared_ptr<storm::models::sparse::Model<storm::RationalFunction>> model, std::vector<std::shared_ptr<storm::logic::Formula const>> const& formulas, bool onlyInitialStatesRelevant) {
 
             for (auto const& formula : formulas) {
                 STORM_LOG_THROW(model->getType() == storm::models::ModelType::Dtmc, storm::exceptions::InvalidSettingsException, "Currently parametric verification is only available for DTMCs.");
@@ -50,12 +50,12 @@ namespace storm {
 #endif
 
         template<storm::dd::DdType DdType>
-        void verifySymbolicModelWithAbstractionRefinementEngine(storm::prism::Program const& program, std::vector<std::shared_ptr<const storm::logic::Formula>> const& formulas, bool onlyInitialStatesRelevant = false) {
+        void verifySymbolicModelWithAbstractionRefinementEngine(storm::prism::Program const& program, std::vector<std::shared_ptr<storm::logic::Formula const>> const& formulas, bool onlyInitialStatesRelevant = false) {
             STORM_LOG_THROW(false, storm::exceptions::NotImplementedException, "Abstraction Refinement is not yet implemented.");
         }
         
         template<typename ValueType>
-        void verifySymbolicModelWithExplorationEngine(storm::prism::Program const& program, std::vector<std::shared_ptr<const storm::logic::Formula>> const& formulas, bool onlyInitialStatesRelevant = false) {
+        void verifySymbolicModelWithExplorationEngine(storm::prism::Program const& program, std::vector<std::shared_ptr<storm::logic::Formula const>> const& formulas, bool onlyInitialStatesRelevant = false) {
             
             for (auto const& formula : formulas) {
                 STORM_LOG_THROW(program.getModelType() == storm::prism::Program::ModelType::DTMC || program.getModelType() == storm::prism::Program::ModelType::MDP, storm::exceptions::InvalidSettingsException, "Currently exploration-based verification is only available for DTMCs and MDPs.");
@@ -80,13 +80,13 @@ namespace storm {
         
 #ifdef STORM_HAVE_CARL
         template<>
-        void verifySymbolicModelWithExplorationEngine<storm::RationalFunction>(storm::prism::Program const& program, std::vector<std::shared_ptr<const storm::logic::Formula>> const& formulas, bool onlyInitialStatesRelevant) {
+        void verifySymbolicModelWithExplorationEngine<storm::RationalFunction>(storm::prism::Program const& program, std::vector<std::shared_ptr<storm::logic::Formula const>> const& formulas, bool onlyInitialStatesRelevant) {
             STORM_LOG_THROW(false, storm::exceptions::InvalidSettingsException, "Exploration-based verification does currently not support parametric models.");
         }
 #endif
 
         template<storm::dd::DdType DdType>
-        void verifySymbolicModelWithHybridEngine(std::shared_ptr<storm::models::symbolic::Model<DdType>> model, std::vector<std::shared_ptr<const storm::logic::Formula>> const& formulas, bool onlyInitialStatesRelevant = false) {
+        void verifySymbolicModelWithHybridEngine(std::shared_ptr<storm::models::symbolic::Model<DdType>> model, std::vector<std::shared_ptr<storm::logic::Formula const>> const& formulas, bool onlyInitialStatesRelevant = false) {
             for (auto const& formula : formulas) {
                 std::cout << std::endl << "Model checking property: " << *formula << " ...";
                 std::unique_ptr<storm::modelchecker::CheckResult> result(storm::verifySymbolicModelWithHybridEngine(model, formula, onlyInitialStatesRelevant));
@@ -103,7 +103,7 @@ namespace storm {
         }
 
         template<storm::dd::DdType DdType>
-        void verifySymbolicModelWithSymbolicEngine(std::shared_ptr<storm::models::symbolic::Model<DdType>> model, std::vector<std::shared_ptr<const storm::logic::Formula>> const& formulas, bool onlyInitialStatesRelevant = false) {
+        void verifySymbolicModelWithSymbolicEngine(std::shared_ptr<storm::models::symbolic::Model<DdType>> model, std::vector<std::shared_ptr<storm::logic::Formula const>> const& formulas, bool onlyInitialStatesRelevant = false) {
             for (auto const& formula : formulas) {
                 std::cout << std::endl << "Model checking property: " << *formula << " ...";
                 std::unique_ptr<storm::modelchecker::CheckResult> result(storm::verifySymbolicModelWithDdEngine(model, formula, onlyInitialStatesRelevant));
@@ -145,7 +145,7 @@ namespace storm {
     }
     
         template<typename ValueType, storm::dd::DdType LibraryType>
-        void buildAndCheckSymbolicModel(storm::prism::Program const& program, std::vector<std::shared_ptr<const storm::logic::Formula>> const& formulas, bool onlyInitialStatesRelevant = false) {
+        void buildAndCheckSymbolicModel(storm::prism::Program const& program, std::vector<std::shared_ptr<storm::logic::Formula const>> const& formulas, bool onlyInitialStatesRelevant = false) {
 
             storm::settings::modules::GeneralSettings const& settings = storm::settings::generalSettings();
 
@@ -191,7 +191,7 @@ namespace storm {
         }
         
         template<typename ValueType>
-        void buildAndCheckSymbolicModel(storm::prism::Program const& program, std::vector<std::shared_ptr<const storm::logic::Formula>> const& formulas, bool onlyInitialStatesRelevant = false) {
+        void buildAndCheckSymbolicModel(storm::prism::Program const& program, std::vector<std::shared_ptr<storm::logic::Formula const>> const& formulas, bool onlyInitialStatesRelevant = false) {
             if (storm::settings::generalSettings().getDdLibraryType() == storm::dd::DdType::CUDD) {
                 buildAndCheckSymbolicModel<ValueType, storm::dd::DdType::CUDD>(program, formulas, onlyInitialStatesRelevant);
             } else if (storm::settings::generalSettings().getDdLibraryType() == storm::dd::DdType::Sylvan) {
@@ -200,7 +200,7 @@ namespace storm {
         }
 
         template<typename ValueType>
-        void buildAndCheckExplicitModel(std::vector<std::shared_ptr<const storm::logic::Formula>> const& formulas, bool onlyInitialStatesRelevant = false) {
+        void buildAndCheckExplicitModel(std::vector<std::shared_ptr<storm::logic::Formula const>> const& formulas, bool onlyInitialStatesRelevant = false) {
             storm::settings::modules::GeneralSettings const& settings = storm::settings::generalSettings();
 
             STORM_LOG_THROW(settings.isExplicitSet(), storm::exceptions::InvalidStateException, "Unable to build explicit model without model files.");

src/counterexamples/MILPMinimalLabelSetGenerator.h

@@ -974,7 +974,7 @@ namespace storm {
              * @param formulaPtr A pointer to a safety formula. The outermost operator must be a probabilistic bound operator with a strict upper bound. The nested
              * formula can be either an unbounded until formula or an eventually formula.
              */
-            static void computeCounterexample(storm::prism::Program const& program, storm::models::sparse::Mdp<T> const& labeledMdp, std::shared_ptr<const storm::logic::Formula> const& formula) {
+            static void computeCounterexample(storm::prism::Program const& program, storm::models::sparse::Mdp<T> const& labeledMdp, std::shared_ptr<storm::logic::Formula const> const& formula) {
                 std::cout << std::endl << "Generating minimal label counterexample for formula " << *formula << std::endl;
                 
                 STORM_LOG_THROW(formula->isProbabilityOperatorFormula(), storm::exceptions::InvalidPropertyException, "Counterexample generation does not support this kind of formula. Expecting a probability operator as the outermost formula element.");

src/counterexamples/SMTMinimalCommandSetGenerator.h

@@ -1751,7 +1751,7 @@ namespace storm {
 #endif
             }
             
-            static void computeCounterexample(storm::prism::Program program, std::string const& constantDefinitionString, storm::models::sparse::Mdp<T> const& labeledMdp, std::shared_ptr<const storm::logic::Formula> const& formula) {
+            static void computeCounterexample(storm::prism::Program program, std::string const& constantDefinitionString, storm::models::sparse::Mdp<T> const& labeledMdp, std::shared_ptr<storm::logic::Formula const> const& formula) {
 #ifdef STORM_HAVE_Z3
                 std::cout << std::endl << "Generating minimal label counterexample for formula " << *formula << std::endl;
                 

src/exceptions/BaseException.h

@@ -4,7 +4,7 @@
 #include <exception>
 #include <sstream>
 
-#include "utility/OsDetection.h"
+#include "src/utility/OsDetection.h"
 
 namespace storm {
     namespace exceptions {

src/logic/BinaryStateFormula.cpp

@@ -9,7 +9,7 @@ namespace storm {
         bool BinaryStateFormula::isBinaryStateFormula() const {
             return true;
         }
-                
+        
         Formula const& BinaryStateFormula::getLeftSubformula() const {
             return *leftSubformula;
         }
@@ -33,4 +33,4 @@ namespace storm {
             this->getRightSubformula().gatherReferencedRewardModels(referencedRewardModels);
         }
     }
-}
+}

src/models/ModelBase.cpp

@@ -18,8 +18,16 @@ namespace storm {
             return this->getType() == modelType;
         }
         
-        bool ModelBase::isParametric() const { 
+        bool ModelBase::supportsParameters() const {
+            return false;
+        }
+
+        bool ModelBase::hasParameters() const {
+            return false;
+        }
+
+        bool ModelBase::isExact() const {
             return false;
         }
     }
-}
+}

src/models/ModelBase.h

@@ -98,9 +98,25 @@ namespace storm {
             bool isOfType(storm::models::ModelType const& modelType) const;
             
             /*!
-             * Checks whether the model is parametric
+             * Checks whether the model supports parameters.
+             *
+             * @return True iff the model supports parameters.
+             */
+            virtual bool supportsParameters() const;
+            
+            /*!
+             * Checks whether the model has parameters.
+             *
+             * @return True iff the model has parameters.
+             */
+            virtual bool hasParameters() const;
+            
+            /*!
+             * Checks whether the model is exact.
+             *
+             * @return True iff the model is exact.
              */
-            virtual bool isParametric() const;
+            virtual bool isExact() const;
             
         private:
             // The type of the model.

src/models/sparse/Model.cpp

@@ -311,10 +311,31 @@ namespace storm {
             }
             
             template<typename ValueType, typename RewardModelType>
-            bool Model<ValueType, RewardModelType>::isParametric() const {
+            bool Model<ValueType, RewardModelType>::supportsParameters() const {
                 return std::is_same<ValueType, storm::RationalFunction>::value;
             }
             
+            template<typename ValueType, typename RewardModelType>
+            bool Model<ValueType, RewardModelType>::hasParameters() const {
+                if (!this->supportsParameters()) {
+                    return false;
+                }
+                // Check for parameters
+                for (auto const& entry : this->getTransitionMatrix()) {
+                    if (!storm::utility::isConstant(entry.getValue())) {
+                        return true;
+                    }
+                }
+                // Only constant values present
+                return false;
+            }
+            
+            template<typename ValueType, typename RewardModelType>
+            bool Model<ValueType, RewardModelType>::isExact() const {
+                // TODO: change when dedicated data-structure for exact values is present
+                return this->supportsParameters();
+            }
+            
             template<typename ValueType, typename RewardModelType>
             std::unordered_map<std::string, RewardModelType>& Model<ValueType, RewardModelType>::getRewardModels() {
                 return this->rewardModels;
@@ -342,4 +363,4 @@ namespace storm {
             
         }
     }
-}
+}

src/models/sparse/Model.h

@@ -293,7 +293,17 @@ namespace storm {
                 
                 virtual bool isSparseModel() const override;
                 
-                virtual bool isParametric() const override;
+                virtual bool supportsParameters() const override;
+                
+                /*!
+                 * Checks whether the model has parameters.
+                 * Performance warning: the worst-case complexity is linear in the number of transitions.
+                 *
+                 * @return True iff the model has parameters.
+                 */
+                virtual bool hasParameters() const override;
+                
+                virtual bool isExact() const override;
             protected:
 
                 RewardModelType & rewardModel(std::string const& rewardModelName);

src/parser/FormulaParser.cpp

@@ -10,7 +10,7 @@
 namespace storm {
     namespace parser {
         
-        class FormulaParserGrammar : public qi::grammar<Iterator, std::vector<std::shared_ptr<storm::logic::Formula>>(), Skipper> {
+        class FormulaParserGrammar : public qi::grammar<Iterator, std::vector<std::shared_ptr<storm::logic::Formula const>>(), Skipper> {
         public:
             FormulaParserGrammar(std::shared_ptr<storm::expressions::ExpressionManager const> const& manager = std::shared_ptr<storm::expressions::ExpressionManager>(new storm::expressions::ExpressionManager()));
             
@@ -106,66 +106,66 @@ namespace storm {
             // they are to be replaced with.
             qi::symbols<char, storm::expressions::Expression> identifiers_;
             
-            qi::rule<Iterator, std::vector<std::shared_ptr<storm::logic::Formula>>(), Skipper> start;
+            qi::rule<Iterator, std::vector<std::shared_ptr<storm::logic::Formula const>>(), Skipper> start;
             
             qi::rule<Iterator, storm::logic::OperatorInformation(), qi::locals<boost::optional<storm::OptimizationDirection>, boost::optional<storm::logic::ComparisonType>, boost::optional<double>>, Skipper> operatorInformation;
             qi::rule<Iterator, storm::logic::RewardMeasureType(), Skipper> rewardMeasureType;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(), Skipper> probabilityOperator;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(), Skipper> rewardOperator;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(), Skipper> timeOperator;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(), Skipper> longRunAverageOperator;
-            
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(), Skipper> simpleFormula;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(), Skipper> stateFormula;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(storm::logic::FormulaContext), Skipper> pathFormula;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(storm::logic::FormulaContext), Skipper> pathFormulaWithoutUntil;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(), Skipper> simplePathFormula;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(), Skipper> atomicStateFormula;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(), Skipper> operatorFormula;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(), Skipper> probabilityOperator;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(), Skipper> rewardOperator;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(), Skipper> timeOperator;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(), Skipper> longRunAverageOperator;
+            
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(), Skipper> simpleFormula;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(), Skipper> stateFormula;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(storm::logic::FormulaContext), Skipper> pathFormula;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(storm::logic::FormulaContext), Skipper> pathFormulaWithoutUntil;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(), Skipper> simplePathFormula;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(), Skipper> atomicStateFormula;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(), Skipper> operatorFormula;
             qi::rule<Iterator, std::string(), Skipper> label;
             qi::rule<Iterator, std::string(), Skipper> rewardModelName;
             
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(), Skipper> andStateFormula;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(), Skipper> orStateFormula;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(), Skipper> notStateFormula;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(), Skipper> labelFormula;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(), Skipper> expressionFormula;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(), qi::locals<bool>, Skipper> booleanLiteralFormula;
-            
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(storm::logic::FormulaContext), Skipper> conditionalFormula;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(storm::logic::FormulaContext), Skipper> eventuallyFormula;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(storm::logic::FormulaContext), Skipper> nextFormula;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(storm::logic::FormulaContext), Skipper> globallyFormula;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(storm::logic::FormulaContext), Skipper> untilFormula;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(), Skipper> andStateFormula;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(), Skipper> orStateFormula;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(), Skipper> notStateFormula;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(), Skipper> labelFormula;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(), Skipper> expressionFormula;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(), qi::locals<bool>, Skipper> booleanLiteralFormula;
+            
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(storm::logic::FormulaContext), Skipper> conditionalFormula;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(storm::logic::FormulaContext), Skipper> eventuallyFormula;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(storm::logic::FormulaContext), Skipper> nextFormula;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(storm::logic::FormulaContext), Skipper> globallyFormula;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(storm::logic::FormulaContext), Skipper> untilFormula;
             qi::rule<Iterator, boost::variant<std::pair<double, double>, uint_fast64_t>(), Skipper> timeBound;
             
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(), Skipper> rewardPathFormula;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(), Skipper> cumulativeRewardFormula;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(), Skipper> instantaneousRewardFormula;
-            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula>(), Skipper> longRunAverageRewardFormula;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(), Skipper> rewardPathFormula;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(), Skipper> cumulativeRewardFormula;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(), Skipper> instantaneousRewardFormula;
+            qi::rule<Iterator, std::shared_ptr<storm::logic::Formula const>(), Skipper> longRunAverageRewardFormula;
             
             // Parser that is used to recognize doubles only (as opposed to Spirit's double_ parser).
             boost::spirit::qi::real_parser<double, boost::spirit::qi::strict_real_policies<double>> strict_double;
             
             // Methods that actually create the expression objects.
-            std::shared_ptr<storm::logic::Formula> createInstantaneousRewardFormula(boost::variant<unsigned, double> const& timeBound) const;
-            std::shared_ptr<storm::logic::Formula> createCumulativeRewardFormula(boost::variant<unsigned, double> const& timeBound) const;
-            std::shared_ptr<storm::logic::Formula> createLongRunAverageRewardFormula() const;
-            std::shared_ptr<storm::logic::Formula> createAtomicExpressionFormula(storm::expressions::Expression const& expression) const;
-            std::shared_ptr<storm::logic::Formula> createBooleanLiteralFormula(bool literal) const;
-            std::shared_ptr<storm::logic::Formula> createAtomicLabelFormula(std::string const& label) const;
-            std::shared_ptr<storm::logic::Formula> createEventuallyFormula(boost::optional<boost::variant<std::pair<double, double>, uint_fast64_t>> const& timeBound, storm::logic::FormulaContext context, std::shared_ptr<storm::logic::Formula> const& subformula) const;
-            std::shared_ptr<storm::logic::Formula> createGloballyFormula(std::shared_ptr<storm::logic::Formula> const& subformula) const;
-            std::shared_ptr<storm::logic::Formula> createNextFormula(std::shared_ptr<storm::logic::Formula> const& subformula) const;
-            std::shared_ptr<storm::logic::Formula> createUntilFormula(std::shared_ptr<storm::logic::Formula> const& leftSubformula, boost::optional<boost::variant<std::pair<double, double>, uint_fast64_t>> const& timeBound, std::shared_ptr<storm::logic::Formula> const& rightSubformula);
-            std::shared_ptr<storm::logic::Formula> createConditionalFormula(std::shared_ptr<storm::logic::Formula> const& leftSubformula, std::shared_ptr<storm::logic::Formula> const& rightSubformula, storm::logic::FormulaContext context) const;
+            std::shared_ptr<storm::logic::Formula const> createInstantaneousRewardFormula(boost::variant<unsigned, double> const& timeBound) const;
+            std::shared_ptr<storm::logic::Formula const> createCumulativeRewardFormula(boost::variant<unsigned, double> const& timeBound) const;
+            std::shared_ptr<storm::logic::Formula const> createLongRunAverageRewardFormula() const;
+            std::shared_ptr<storm::logic::Formula const> createAtomicExpressionFormula(storm::expressions::Expression const& expression) const;
+            std::shared_ptr<storm::logic::Formula const> createBooleanLiteralFormula(bool literal) const;
+            std::shared_ptr<storm::logic::Formula const> createAtomicLabelFormula(std::string const& label) const;
+            std::shared_ptr<storm::logic::Formula const> createEventuallyFormula(boost::optional<boost::variant<std::pair<double, double>, uint_fast64_t>> const& timeBound, storm::logic::FormulaContext context, std::shared_ptr<storm::logic::Formula const> const& subformula) const;
+            std::shared_ptr<storm::logic::Formula const> createGloballyFormula(std::shared_ptr<storm::logic::Formula const> const& subformula) const;
+            std::shared_ptr<storm::logic::Formula const> createNextFormula(std::shared_ptr<storm::logic::Formula const> const& subformula) const;
+            std::shared_ptr<storm::logic::Formula const> createUntilFormula(std::shared_ptr<storm::logic::Formula const> const& leftSubformula, boost::optional<boost::variant<std::pair<double, double>, uint_fast64_t>> const& timeBound, std::shared_ptr<storm::logic::Formula const> const& rightSubformula);
+            std::shared_ptr<storm::logic::Formula const> createConditionalFormula(std::shared_ptr<storm::logic::Formula const> const& leftSubformula, std::shared_ptr<storm::logic::Formula const> const& rightSubformula, storm::logic::FormulaContext context) const;
             storm::logic::OperatorInformation createOperatorInformation(boost::optional<storm::OptimizationDirection> const& optimizationDirection, boost::optional<storm::logic::ComparisonType> const& comparisonType, boost::optional<double> const& threshold) const;
-            std::shared_ptr<storm::logic::Formula> createLongRunAverageOperatorFormula(storm::logic::OperatorInformation const& operatorInformation, std::shared_ptr<storm::logic::Formula> const& subformula) const;
-            std::shared_ptr<storm::logic::Formula> createRewardOperatorFormula(boost::optional<storm::logic::RewardMeasureType> const& rewardMeasureType, boost::optional<std::string> const& rewardModelName, storm::logic::OperatorInformation const& operatorInformation, std::shared_ptr<storm::logic::Formula> const& subformula) const;
-            std::shared_ptr<storm::logic::Formula> createTimeOperatorFormula(boost::optional<storm::logic::RewardMeasureType> const& rewardMeasureType, storm::logic::OperatorInformation const& operatorInformation, std::shared_ptr<storm::logic::Formula> const& subformula) const;
-            std::shared_ptr<storm::logic::Formula> createProbabilityOperatorFormula(storm::logic::OperatorInformation const& operatorInformation, std::shared_ptr<storm::logic::Formula> const& subformula);
-            std::shared_ptr<storm::logic::Formula> createBinaryBooleanStateFormula(std::shared_ptr<storm::logic::Formula> const& leftSubformula, std::shared_ptr<storm::logic::Formula> const& rightSubformula, storm::logic::BinaryBooleanStateFormula::OperatorType operatorType);
-            std::shared_ptr<storm::logic::Formula> createUnaryBooleanStateFormula(std::shared_ptr<storm::logic::Formula> const& subformula, boost::optional<storm::logic::UnaryBooleanStateFormula::OperatorType> const& operatorType);
+            std::shared_ptr<storm::logic::Formula const> createLongRunAverageOperatorFormula(storm::logic::OperatorInformation const& operatorInformation, std::shared_ptr<storm::logic::Formula const> const& subformula) const;
+            std::shared_ptr<storm::logic::Formula const> createRewardOperatorFormula(boost::optional<storm::logic::RewardMeasureType> const& rewardMeasureType, boost::optional<std::string> const& rewardModelName, storm::logic::OperatorInformation const& operatorInformation, std::shared_ptr<storm::logic::Formula const> const& subformula) const;
+            std::shared_ptr<storm::logic::Formula const> createTimeOperatorFormula(boost::optional<storm::logic::RewardMeasureType> const& rewardMeasureType, storm::logic::OperatorInformation const& operatorInformation, std::shared_ptr<storm::logic::Formula const> const& subformula) const;
+            std::shared_ptr<storm::logic::Formula const> createProbabilityOperatorFormula(storm::logic::OperatorInformation const& operatorInformation, std::shared_ptr<storm::logic::Formula const> const& subformula);
+            std::shared_ptr<storm::logic::Formula const> createBinaryBooleanStateFormula(std::shared_ptr<storm::logic::Formula const> const& leftSubformula, std::shared_ptr<storm::logic::Formula const> const& rightSubformula, storm::logic::BinaryBooleanStateFormula::OperatorType operatorType);
+            std::shared_ptr<storm::logic::Formula const> createUnaryBooleanStateFormula(std::shared_ptr<storm::logic::Formula const> const& subformula, boost::optional<storm::logic::UnaryBooleanStateFormula::OperatorType> const& operatorType);
             
             // An error handler function.
             phoenix::function<SpiritErrorHandler> handler;
@@ -193,18 +193,18 @@ namespace storm {
             return *this;
         }
         
-        std::shared_ptr<storm::logic::Formula> FormulaParser::parseSingleFormulaFromString(std::string const& formulaString) const {
-            std::vector<std::shared_ptr<storm::logic::Formula>> formulas = parseFromString(formulaString);
+        std::shared_ptr<storm::logic::Formula const> FormulaParser::parseSingleFormulaFromString(std::string const& formulaString) const {
+            std::vector<std::shared_ptr<storm::logic::Formula const>> formulas = parseFromString(formulaString);
             STORM_LOG_THROW(formulas.size() == 1, storm::exceptions::WrongFormatException, "Expected exactly one formula, but found " << formulas.size() << " instead.");
             return formulas.front();
         }
         
-        std::vector<std::shared_ptr<storm::logic::Formula>> FormulaParser::parseFromFile(std::string const& filename) const {
+        std::vector<std::shared_ptr<storm::logic::Formula const>> FormulaParser::parseFromFile(std::string const& filename) const {
             // Open file and initialize result.
             std::ifstream inputFileStream(filename, std::ios::in);
             STORM_LOG_THROW(inputFileStream.good(), storm::exceptions::WrongFormatException, "Unable to read from file '" << filename << "'.");
             
-            std::vector<std::shared_ptr<storm::logic::Formula>> formulas;
+            std::vector<std::shared_ptr<storm::logic::Formula const>> formulas;
             
             // Now try to parse the contents of the file.
             try {
@@ -221,13 +221,13 @@ namespace storm {
             return formulas;
         }
         
-        std::vector<std::shared_ptr<storm::logic::Formula>> FormulaParser::parseFromString(std::string const& formulaString) const {
+        std::vector<std::shared_ptr<storm::logic::Formula const>> FormulaParser::parseFromString(std::string const& formulaString) const {
             PositionIteratorType first(formulaString.begin());
             PositionIteratorType iter = first;
             PositionIteratorType last(formulaString.end());
             
             // Create empty result;
-            std::vector<std::shared_ptr<storm::logic::Formula>> result;
+            std::vector<std::shared_ptr<storm::logic::Formula const>> result;
             
             // Create grammar.
             try {
@@ -399,79 +399,79 @@ namespace storm {
             this->identifiers_.add(identifier, expression);
         }
         
-        std::shared_ptr<storm::logic::Formula> FormulaParserGrammar::createInstantaneousRewardFormula(boost::variant<unsigned, double> const& timeBound) const {
+        std::shared_ptr<storm::logic::Formula const> FormulaParserGrammar::createInstantaneousRewardFormula(boost::variant<unsigned, double> const& timeBound) const {
             if (timeBound.which() == 0) {
-                return std::shared_ptr<storm::logic::Formula>(new storm::logic::InstantaneousRewardFormula(static_cast<uint_fast64_t>(boost::get<unsigned>(timeBound))));
+                return std::shared_ptr<storm::logic::Formula const>(new storm::logic::InstantaneousRewardFormula(static_cast<uint_fast64_t>(boost::get<unsigned>(timeBound))));
             } else {
                 double timeBoundAsDouble = boost::get<double>(timeBound);
                 STORM_LOG_THROW(timeBoundAsDouble >= 0, storm::exceptions::WrongFormatException, "Cumulative reward property must have non-negative bound.");
-                return std::shared_ptr<storm::logic::Formula>(new storm::logic::InstantaneousRewardFormula(static_cast<uint_fast64_t>(timeBoundAsDouble)));
+                return std::shared_ptr<storm::logic::Formula const>(new storm::logic::InstantaneousRewardFormula(static_cast<uint_fast64_t>(timeBoundAsDouble)));
             }
         }
         
-        std::shared_ptr<storm::logic::Formula> FormulaParserGrammar::createCumulativeRewardFormula(boost::variant<unsigned, double> const& timeBound) const {
+        std::shared_ptr<storm::logic::Formula const> FormulaParserGrammar::createCumulativeRewardFormula(boost::variant<unsigned, double> const& timeBound) const {
             if (timeBound.which() == 0) {
-                return std::shared_ptr<storm::logic::Formula>(new storm::logic::CumulativeRewardFormula(static_cast<uint_fast64_t>(boost::get<unsigned>(timeBound))));
+                return std::shared_ptr<storm::logic::Formula const>(new storm::logic::CumulativeRewardFormula(static_cast<uint_fast64_t>(boost::get<unsigned>(timeBound))));
             } else {
                 double timeBoundAsDouble = boost::get<double>(timeBound);
                 STORM_LOG_THROW(timeBoundAsDouble >= 0, storm::exceptions::WrongFormatException, "Cumulative reward property must have non-negative bound.");
-                return std::shared_ptr<storm::logic::Formula>(new storm::logic::CumulativeRewardFormula(static_cast<uint_fast64_t>(timeBoundAsDouble)));
+                return std::shared_ptr<storm::logic::Formula const>(new storm::logic::CumulativeRewardFormula(static_cast<uint_fast64_t>(timeBoundAsDouble)));
             }
         }
         
-        std::shared_ptr<storm::logic::Formula> FormulaParserGrammar::createLongRunAverageRewardFormula() const {
-            return std::shared_ptr<storm::logic::Formula>(new storm::logic::LongRunAverageRewardFormula());
+        std::shared_ptr<storm::logic::Formula const> FormulaParserGrammar::createLongRunAverageRewardFormula() const {
+            return std::shared_ptr<storm::logic::Formula const>(new storm::logic::LongRunAverageRewardFormula());
         }
         
-        std::shared_ptr<storm::logic::Formula> FormulaParserGrammar::createAtomicExpressionFormula(storm::expressions::Expression const& expression) const {
+        std::shared_ptr<storm::logic::Formula const> FormulaParserGrammar::createAtomicExpressionFormula(storm::expressions::Expression const& expression) const {
             STORM_LOG_THROW(expression.hasBooleanType(), storm::exceptions::WrongFormatException, "Expected expression of boolean type.");
-            return std::shared_ptr<storm::logic::Formula>(new storm::logic::AtomicExpressionFormula(expression));
+            return std::shared_ptr<storm::logic::Formula const>(new storm::logic::AtomicExpressionFormula(expression));
         }
         
-        std::shared_ptr<storm::logic::Formula> FormulaParserGrammar::createBooleanLiteralFormula(bool literal) const {
-            return std::shared_ptr<storm::logic::Formula>(new storm::logic::BooleanLiteralFormula(literal));
+        std::shared_ptr<storm::logic::Formula const> FormulaParserGrammar::createBooleanLiteralFormula(bool literal) const {
+            return std::shared_ptr<storm::logic::Formula const>(new storm::logic::BooleanLiteralFormula(literal));
         }
         
-        std::shared_ptr<storm::logic::Formula> FormulaParserGrammar::createAtomicLabelFormula(std::string const& label) const {
-            return std::shared_ptr<storm::logic::Formula>(new storm::logic::AtomicLabelFormula(label));
+        std::shared_ptr<storm::logic::Formula const> FormulaParserGrammar::createAtomicLabelFormula(std::string const& label) const {
+            return std::shared_ptr<storm::logic::Formula const>(new storm::logic::AtomicLabelFormula(label));
         }
         
-        std::shared_ptr<storm::logic::Formula> FormulaParserGrammar::createEventuallyFormula(boost::optional<boost::variant<std::pair<double, double>, uint_fast64_t>> const& timeBound, storm::logic::FormulaContext context, std::shared_ptr<storm::logic::Formula> const& subformula) const {
+        std::shared_ptr<storm::logic::Formula const> FormulaParserGrammar::createEventuallyFormula(boost::optional<boost::variant<std::pair<double, double>, uint_fast64_t>> const& timeBound, storm::logic::FormulaContext context, std::shared_ptr<storm::logic::Formula const> const& subformula) const {
             if (timeBound) {
                 if (timeBound.get().which() == 0) {
                     std::pair<double, double> const& bounds = boost::get<std::pair<double, double>>(timeBound.get());
-                    return std::shared_ptr<storm::logic::Formula>(new storm::logic::BoundedUntilFormula(createBooleanLiteralFormula(true), subformula, bounds.first, bounds.second));
+                    return std::shared_ptr<storm::logic::Formula const>(new storm::logic::BoundedUntilFormula(createBooleanLiteralFormula(true), subformula, bounds.first, bounds.second));
                 } else {
-                    return std::shared_ptr<storm::logic::Formula>(new storm::logic::BoundedUntilFormula(createBooleanLiteralFormula(true), subformula, static_cast<uint_fast64_t>(boost::get<uint_fast64_t>(timeBound.get()))));
+                    return std::shared_ptr<storm::logic::Formula const>(new storm::logic::BoundedUntilFormula(createBooleanLiteralFormula(true), subformula, static_cast<uint_fast64_t>(boost::get<uint_fast64_t>(timeBound.get()))));
                 }
             } else {
-                return std::shared_ptr<storm::logic::Formula>(new storm::logic::EventuallyFormula(subformula, context));
+                return std::shared_ptr<storm::logic::Formula const>(new storm::logic::EventuallyFormula(subformula, context));
             }
         }
         
-        std::shared_ptr<storm::logic::Formula> FormulaParserGrammar::createGloballyFormula(std::shared_ptr<storm::logic::Formula> const& subformula) const {
-            return std::shared_ptr<storm::logic::Formula>(new storm::logic::GloballyFormula(subformula));
+        std::shared_ptr<storm::logic::Formula const> FormulaParserGrammar::createGloballyFormula(std::shared_ptr<storm::logic::Formula const> const& subformula) const {
+            return std::shared_ptr<storm::logic::Formula const>(new storm::logic::GloballyFormula(subformula));
         }
         
-        std::shared_ptr<storm::logic::Formula> FormulaParserGrammar::createNextFormula(std::shared_ptr<storm::logic::Formula> const& subformula) const {
-            return std::shared_ptr<storm::logic::Formula>(new storm::logic::NextFormula(subformula));
+        std::shared_ptr<storm::logic::Formula const> FormulaParserGrammar::createNextFormula(std::shared_ptr<storm::logic::Formula const> const& subformula) const {
+            return std::shared_ptr<storm::logic::Formula const>(new storm::logic::NextFormula(subformula));
         }
         
-        std::shared_ptr<storm::logic::Formula> FormulaParserGrammar::createUntilFormula(std::shared_ptr<storm::logic::Formula> const& leftSubformula, boost::optional<boost::variant<std::pair<double, double>, uint_fast64_t>> const& timeBound, std::shared_ptr<storm::logic::Formula> const& rightSubformula) {
+        std::shared_ptr<storm::logic::Formula const> FormulaParserGrammar::createUntilFormula(std::shared_ptr<storm::logic::Formula const> const& leftSubformula, boost::optional<boost::variant<std::pair<double, double>, uint_fast64_t>> const& timeBound, std::shared_ptr<storm::logic::Formula const> const& rightSubformula) {
             if (timeBound) {
                 if (timeBound.get().which() == 0) {
                     std::pair<double, double> const& bounds = boost::get<std::pair<double, double>>(timeBound.get());
-                    return std::shared_ptr<storm::logic::Formula>(new storm::logic::BoundedUntilFormula(leftSubformula, rightSubformula, bounds.first, bounds.second));
+                    return std::shared_ptr<storm::logic::Formula const>(new storm::logic::BoundedUntilFormula(leftSubformula, rightSubformula, bounds.first, bounds.second));
                 } else {
-                    return std::shared_ptr<storm::logic::Formula>(new storm::logic::BoundedUntilFormula(leftSubformula, rightSubformula, static_cast<uint_fast64_t>(boost::get<uint_fast64_t>(timeBound.get()))));
+                    return std::shared_ptr<storm::logic::Formula const>(new storm::logic::BoundedUntilFormula(leftSubformula, rightSubformula, static_cast<uint_fast64_t>(boost::get<uint_fast64_t>(timeBound.get()))));
                 }
             } else {
-                return std::shared_ptr<storm::logic::Formula>(new storm::logic::UntilFormula(leftSubformula, rightSubformula));
+                return std::shared_ptr<storm::logic::Formula const>(new storm::logic::UntilFormula(leftSubformula, rightSubformula));
             }
         }
         
-        std::shared_ptr<storm::logic::Formula> FormulaParserGrammar::createConditionalFormula(std::shared_ptr<storm::logic::Formula> const& leftSubformula, std::shared_ptr<storm::logic::Formula> const& rightSubformula, storm::logic::FormulaContext context) const {
-            return std::shared_ptr<storm::logic::Formula>(new storm::logic::ConditionalFormula(leftSubformula, rightSubformula, context));
+        std::shared_ptr<storm::logic::Formula const> FormulaParserGrammar::createConditionalFormula(std::shared_ptr<storm::logic::Formula const> const& leftSubformula, std::shared_ptr<storm::logic::Formula const> const& rightSubformula, storm::logic::FormulaContext context) const {
+            return std::shared_ptr<storm::logic::Formula const>(new storm::logic::ConditionalFormula(leftSubformula, rightSubformula, context));
         }
         
         storm::logic::OperatorInformation FormulaParserGrammar::createOperatorInformation(boost::optional<storm::OptimizationDirection> const& optimizationDirection, boost::optional<storm::logic::ComparisonType> const& comparisonType, boost::optional<double> const& threshold) const {
@@ -482,37 +482,37 @@ namespace storm {
             }
         }
         
-        std::shared_ptr<storm::logic::Formula> FormulaParserGrammar::createLongRunAverageOperatorFormula(storm::logic::OperatorInformation const& operatorInformation, std::shared_ptr<storm::logic::Formula> const& subformula) const {
-            return std::shared_ptr<storm::logic::Formula>(new storm::logic::LongRunAverageOperatorFormula(subformula, operatorInformation));
+        std::shared_ptr<storm::logic::Formula const> FormulaParserGrammar::createLongRunAverageOperatorFormula(storm::logic::OperatorInformation const& operatorInformation, std::shared_ptr<storm::logic::Formula const> const& subformula) const {
+            return std::shared_ptr<storm::logic::Formula const>(new storm::logic::LongRunAverageOperatorFormula(subformula, operatorInformation));
         }
         
-        std::shared_ptr<storm::logic::Formula> FormulaParserGrammar::createRewardOperatorFormula(boost::optional<storm::logic::RewardMeasureType> const& rewardMeasureType, boost::optional<std::string> const& rewardModelName, storm::logic::OperatorInformation const& operatorInformation, std::shared_ptr<storm::logic::Formula> const& subformula) const {
+        std::shared_ptr<storm::logic::Formula const> FormulaParserGrammar::createRewardOperatorFormula(boost::optional<storm::logic::RewardMeasureType> const& rewardMeasureType, boost::optional<std::string> const& rewardModelName, storm::logic::OperatorInformation const& operatorInformation, std::shared_ptr<storm::logic::Formula const> const& subformula) const {
             storm::logic::RewardMeasureType measureType = storm::logic::RewardMeasureType::Expectation;
             if (rewardMeasureType) {
                 measureType = rewardMeasureType.get();
             }
-            return std::shared_ptr<storm::logic::Formula>(new storm::logic::RewardOperatorFormula(subformula, rewardModelName, operatorInformation, measureType));
+            return std::shared_ptr<storm::logic::Formula const>(new storm::logic::RewardOperatorFormula(subformula, rewardModelName, operatorInformation, measureType));
         }
         
-        std::shared_ptr<storm::logic::Formula> FormulaParserGrammar::createTimeOperatorFormula(boost::optional<storm::logic::RewardMeasureType> const& rewardMeasureType, storm::logic::OperatorInformation const& operatorInformation, std::shared_ptr<storm::logic::Formula> const& subformula) const {
+        std::shared_ptr<storm::logic::Formula const> FormulaParserGrammar::createTimeOperatorFormula(boost::optional<storm::logic::RewardMeasureType> const& rewardMeasureType, storm::logic::OperatorInformation const& operatorInformation, std::shared_ptr<storm::logic::Formula const> const& subformula) const {
             storm::logic::RewardMeasureType measureType = storm::logic::RewardMeasureType::Expectation;
             if (rewardMeasureType) {
                 measureType = rewardMeasureType.get();
             }
-            return std::shared_ptr<storm::logic::Formula>(new storm::logic::TimeOperatorFormula(subformula, operatorInformation, measureType));
+            return std::shared_ptr<storm::logic::Formula const>(new storm::logic::TimeOperatorFormula(subformula, operatorInformation, measureType));
         }
         
-        std::shared_ptr<storm::logic::Formula> FormulaParserGrammar::createProbabilityOperatorFormula(storm::logic::OperatorInformation const& operatorInformation, std::shared_ptr<storm::logic::Formula> const& subformula) {
-            return std::shared_ptr<storm::logic::Formula>(new storm::logic::ProbabilityOperatorFormula(subformula, operatorInformation));
+        std::shared_ptr<storm::logic::Formula const> FormulaParserGrammar::createProbabilityOperatorFormula(storm::logic::OperatorInformation const& operatorInformation, std::shared_ptr<storm::logic::Formula const> const& subformula) {
+            return std::shared_ptr<storm::logic::Formula const>(new storm::logic::ProbabilityOperatorFormula(subformula, operatorInformation));
         }
         
-        std::shared_ptr<storm::logic::Formula> FormulaParserGrammar::createBinaryBooleanStateFormula(std::shared_ptr<storm::logic::Formula> const& leftSubformula, std::shared_ptr<storm::logic::Formula> const& rightSubformula, storm::logic::BinaryBooleanStateFormula::OperatorType operatorType) {
-            return std::shared_ptr<storm::logic::Formula>(new storm::logic::BinaryBooleanStateFormula(operatorType, leftSubformula, rightSubformula));
+        std::shared_ptr<storm::logic::Formula const> FormulaParserGrammar::createBinaryBooleanStateFormula(std::shared_ptr<storm::logic::Formula const> const& leftSubformula, std::shared_ptr<storm::logic::Formula const> const& rightSubformula, storm::logic::BinaryBooleanStateFormula::OperatorType operatorType) {
+            return std::shared_ptr<storm::logic::Formula const>(new storm::logic::BinaryBooleanStateFormula(operatorType, leftSubformula, rightSubformula));
         }
         
-        std::shared_ptr<storm::logic::Formula> FormulaParserGrammar::createUnaryBooleanStateFormula(std::shared_ptr<storm::logic::Formula> const& subformula, boost::optional<storm::logic::UnaryBooleanStateFormula::OperatorType> const& operatorType) {
+        std::shared_ptr<storm::logic::Formula const> FormulaParserGrammar::createUnaryBooleanStateFormula(std::shared_ptr<storm::logic::Formula const> const& subformula, boost::optional<storm::logic::UnaryBooleanStateFormula::OperatorType> const& operatorType) {
             if (operatorType) {
-                return std::shared_ptr<storm::logic::Formula>(new storm::logic::UnaryBooleanStateFormula(operatorType.get(), subformula));
+                return std::shared_ptr<storm::logic::Formula const>(new storm::logic::UnaryBooleanStateFormula(operatorType.get(), subformula));
             } else {
                 return subformula;
             }

src/parser/FormulaParser.h

@@ -31,7 +31,7 @@ namespace storm {
              * @param formulaString The formula as a string.
              * @return The resulting formula.
              */
-            std::shared_ptr<storm::logic::Formula> parseSingleFormulaFromString(std::string const& formulaString) const;
+            std::shared_ptr<storm::logic::Formula const> parseSingleFormulaFromString(std::string const& formulaString) const;
             
             /*!
              * Parses the formula given by the provided string.
@@ -39,7 +39,7 @@ namespace storm {
              * @param formulaString The formula as a string.
              * @return The contained formulas.
              */
-            std::vector<std::shared_ptr<storm::logic::Formula>> parseFromString(std::string const& formulaString) const;
+            std::vector<std::shared_ptr<storm::logic::Formula const>> parseFromString(std::string const& formulaString) const;
             
             /*!
              * Parses the formulas in the given file.
@@ -47,7 +47,7 @@ namespace storm {
              * @param filename The name of the file to parse.
              * @return The contained formulas.
              */
-            std::vector<std::shared_ptr<storm::logic::Formula>> parseFromFile(std::string const& filename) const;
+            std::vector<std::shared_ptr<storm::logic::Formula const>> parseFromFile(std::string const& filename) const;
             
             /*!
              * Adds an identifier and the expression it is supposed to be replaced with. This can, for example be used

src/settings/SettingsManager.cpp

@@ -74,11 +74,12 @@ namespace storm {
         
         void SettingsManager::setFromString(std::string const& commandLineString) {
             if (commandLineString.empty()) {
-                return;
+                this->setFromExplodedString({});
+            } else {
+                std::vector<std::string> argumentVector;
+                boost::split(argumentVector, commandLineString, boost::is_any_of("\t "));
+                this->setFromExplodedString(argumentVector);
             }
-            std::vector<std::string> argumentVector;
-            boost::split(argumentVector, commandLineString, boost::is_any_of("\t "));
-            this->setFromExplodedString(argumentVector);
         }
         
         void SettingsManager::setFromExplodedString(std::vector<std::string> const& commandLineArguments) {
@@ -554,4 +555,4 @@ namespace storm {
             return dynamic_cast<storm::settings::modules::ExplorationSettings const&>(manager().getModule(storm::settings::modules::ExplorationSettings::moduleName));
         }
     }
-}
+}

src/storage/ModelFormulasPair.h

@@ -10,7 +10,7 @@ namespace storm {
     namespace storage {
         struct ModelFormulasPair {
             std::shared_ptr<storm::models::ModelBase> model;
-            std::vector<std::shared_ptr<const storm::logic::Formula>> formulas;
+            std::vector<std::shared_ptr<storm::logic::Formula const>> formulas;
         };
     }
-}
+}

src/storage/bisimulation/BisimulationDecomposition.cpp

@@ -33,7 +33,7 @@ namespace storm {
         }
         
         template<typename ModelType, typename BlockDataType>
-        BisimulationDecomposition<ModelType, BlockDataType>::Options::Options(ModelType const& model, std::vector<std::shared_ptr<const storm::logic::Formula>> const& formulas) : Options() {
+        BisimulationDecomposition<ModelType, BlockDataType>::Options::Options(ModelType const& model, std::vector<std::shared_ptr<storm::logic::Formula const>> const& formulas) : Options() {
             if (formulas.empty()) {
                 this->respectedAtomicPropositions = model.getStateLabeling().getLabels();
                 this->keepRewards = true;

src/storage/bisimulation/BisimulationDecomposition.h

@@ -9,6 +9,7 @@
 #include "src/storage/Decomposition.h"
 #include "src/storage/StateBlock.h"
 #include "src/storage/bisimulation/Partition.h"
+#include "src/solver/OptimizationDirection.h"
 
 #include "src/logic/Formulas.h"
 
@@ -79,7 +80,7 @@ namespace storm {
                  * derive a suitable initial partition.
                  * @param formulas The formulas that need to be preserved.
                  */
-                Options(ModelType const& model, std::vector<std::shared_ptr<const storm::logic::Formula>> const& formulas);
+                Options(ModelType const& model, std::vector<std::shared_ptr<storm::logic::Formula const>> const& formulas);
                 
                 /*!
                  * Changes the options in a way that the given formula is preserved.

src/storage/expressions/ToExprtkStringVisitor.cpp

@@ -217,4 +217,4 @@ namespace storm {
             return boost::any();
         }
     }
-}
+}

src/utility/graph.h

@@ -4,7 +4,7 @@
 #include <set>
 #include <limits>
 
-#include "utility/OsDetection.h"
+#include "src/utility/OsDetection.h"
 
 #include "src/storage/sparse/StateType.h"
 #include "src/storage/PartialScheduler.h"

src/utility/storm.cpp

@@ -19,7 +19,7 @@ namespace storm {
      * @param FormulaParser
      * @return The formulas.
      */
-    std::vector<std::shared_ptr<storm::logic::Formula>> parseFormulas(storm::parser::FormulaParser & formulaParser, std::string const& inputString) {
+    std::vector<std::shared_ptr<storm::logic::Formula const>> parseFormulas(storm::parser::FormulaParser & formulaParser, std::string const& inputString) {
         // If the given property looks like a file (containing a dot and there exists a file with that name),
         // we try to parse it as a file, otherwise we assume it's a property.
         if (inputString.find(".") != std::string::npos && std::ifstream(inputString).good()) {
@@ -29,13 +29,13 @@ namespace storm {
         }
     }
 
-    std::vector<std::shared_ptr<storm::logic::Formula>> parseFormulasForExplicit(std::string const& inputString) {
+    std::vector<std::shared_ptr<storm::logic::Formula const>> parseFormulasForExplicit(std::string const& inputString) {
         storm::parser::FormulaParser formulaParser;
         return parseFormulas(formulaParser, inputString);
     }
 
-    std::vector<std::shared_ptr<storm::logic::Formula>> parseFormulasForProgram(std::string const& inputString, storm::prism::Program const& program) {
+    std::vector<std::shared_ptr<storm::logic::Formula const>> parseFormulasForProgram(std::string const& inputString, storm::prism::Program const& program) {
         storm::parser::FormulaParser formulaParser(program);
         return parseFormulas(formulaParser, inputString);
     } 
-}
+}

src/utility/storm.h

@@ -75,6 +75,9 @@
 #include "src/exceptions/InvalidTypeException.h"
 #include "src/exceptions/NotImplementedException.h"
 
+// Notice: The implementation for the template functions must stay in the header.
+// Otherwise the linker complains.
+
 namespace storm {
 
     template<typename ValueType>
@@ -83,12 +86,12 @@ namespace storm {
     }
             
     storm::prism::Program parseProgram(std::string const& path);
-    std::vector<std::shared_ptr<storm::logic::Formula>> parseFormulasForExplicit(std::string const& inputString);
-    std::vector<std::shared_ptr<storm::logic::Formula>> parseFormulasForProgram(std::string const& inputString, storm::prism::Program const& program);
+    std::vector<std::shared_ptr<storm::logic::Formula const>> parseFormulasForExplicit(std::string const& inputString);
+    std::vector<std::shared_ptr<storm::logic::Formula const>> parseFormulasForProgram(std::string const& inputString, storm::prism::Program const& program);
 
 
     template<typename ValueType, storm::dd::DdType LibraryType = storm::dd::DdType::CUDD>
-    storm::storage::ModelFormulasPair buildSymbolicModel(storm::prism::Program const& program, std::vector<std::shared_ptr<const storm::logic::Formula>> const& formulas) {
+    storm::storage::ModelFormulasPair buildSymbolicModel(storm::prism::Program const& program, std::vector<std::shared_ptr<storm::logic::Formula const>> const& formulas) {
         storm::storage::ModelFormulasPair result;
         storm::prism::Program translatedProgram;
 
@@ -138,8 +141,8 @@ namespace storm {
     }
     
     template<typename ModelType>
-    std::shared_ptr<ModelType> performDeterministicSparseBisimulationMinimization(std::shared_ptr<ModelType> model, std::vector<std::shared_ptr<const storm::logic::Formula>> const& formulas, storm::storage::BisimulationType type) {
-        std::cout << "Performing bisimulation minimization... ";
+    std::shared_ptr<ModelType> performDeterministicSparseBisimulationMinimization(std::shared_ptr<ModelType> model, std::vector<std::shared_ptr<storm::logic::Formula const>> const& formulas, storm::storage::BisimulationType type) {
+        STORM_LOG_INFO("Performing bisimulation minimization... ");
         typename storm::storage::DeterministicModelBisimulationDecomposition<ModelType>::Options options;
         if (!formulas.empty()) {
             options = typename storm::storage::DeterministicModelBisimulationDecomposition<ModelType>::Options(*model, formulas);
@@ -149,13 +152,13 @@ namespace storm {
         storm::storage::DeterministicModelBisimulationDecomposition<ModelType> bisimulationDecomposition(*model, options);
         bisimulationDecomposition.computeBisimulationDecomposition();
         model = bisimulationDecomposition.getQuotient();
-        std::cout << "done." << std::endl << std::endl;
+        STORM_LOG_INFO("Bisimulation done. ");
         return model;
     }
     
     template<typename ModelType>
-    std::shared_ptr<ModelType> performNondeterministicSparseBisimulationMinimization(std::shared_ptr<ModelType> model, std::vector<std::shared_ptr<const storm::logic::Formula>> const& formulas, storm::storage::BisimulationType type) {
-        std::cout << "Performing bisimulation minimization... ";
+    std::shared_ptr<ModelType> performNondeterministicSparseBisimulationMinimization(std::shared_ptr<ModelType> model, std::vector<std::shared_ptr<storm::logic::Formula const>> const& formulas, storm::storage::BisimulationType type) {
+        STORM_LOG_INFO("Performing bisimulation minimization... ");
         typename storm::storage::DeterministicModelBisimulationDecomposition<ModelType>::Options options;
         if (!formulas.empty()) {
             options = typename storm::storage::NondeterministicModelBisimulationDecomposition<ModelType>::Options(*model, formulas);
@@ -166,12 +169,12 @@ namespace storm {
         storm::storage::NondeterministicModelBisimulationDecomposition<ModelType> bisimulationDecomposition(*model, options);
         bisimulationDecomposition.computeBisimulationDecomposition();
         model = bisimulationDecomposition.getQuotient();
-        std::cout << "done." << std::endl << std::endl;
+        STORM_LOG_INFO("Bisimulation done.");
         return model;
     }
     
     template<typename ModelType>
-    std::shared_ptr<storm::models::sparse::Model<typename ModelType::ValueType>> performBisimulationMinimization(std::shared_ptr<storm::models::sparse::Model<typename ModelType::ValueType>> const& model, std::vector<std::shared_ptr<const storm::logic::Formula>> const& formulas, storm::storage::BisimulationType type) {
+    std::shared_ptr<storm::models::sparse::Model<typename ModelType::ValueType>> performBisimulationMinimization(std::shared_ptr<storm::models::sparse::Model<typename ModelType::ValueType>> const& model, std::vector<std::shared_ptr<storm::logic::Formula const>> const& formulas, storm::storage::BisimulationType type) {
         using ValueType = typename ModelType::ValueType;
         
         STORM_LOG_THROW(model->isOfType(storm::models::ModelType::Dtmc) || model->isOfType(storm::models::ModelType::Ctmc) || model->isOfType(storm::models::ModelType::Mdp), storm::exceptions::InvalidSettingsException, "Bisimulation minimization is currently only available for DTMCs, CTMCs and MDPs.");
@@ -187,14 +190,14 @@ namespace storm {
     }
         
     template<typename ModelType>
-    std::shared_ptr<storm::models::sparse::Model<typename ModelType::ValueType>> performBisimulationMinimization(std::shared_ptr<storm::models::sparse::Model<typename ModelType::ValueType>> const& model, std::shared_ptr<const storm::logic::Formula> const& formula, storm::storage::BisimulationType type) {
-        std::vector<std::shared_ptr<const storm::logic::Formula>> formulas = { formula };
+    std::shared_ptr<storm::models::sparse::Model<typename ModelType::ValueType>> performBisimulationMinimization(std::shared_ptr<storm::models::sparse::Model<typename ModelType::ValueType>> const& model, std::shared_ptr<storm::logic::Formula const> const& formula, storm::storage::BisimulationType type) {
+        std::vector<std::shared_ptr<storm::logic::Formula const>> formulas = { formula };
         return performBisimulationMinimization<ModelType>(model, formulas , type);
     }
     
     
     template<typename ModelType>
-    std::shared_ptr<storm::models::ModelBase> preprocessModel(std::shared_ptr<storm::models::ModelBase> model, std::vector<std::shared_ptr<const storm::logic::Formula>> const& formulas) {
+    std::shared_ptr<storm::models::ModelBase> preprocessModel(std::shared_ptr<storm::models::ModelBase> model, std::vector<std::shared_ptr<storm::logic::Formula const>> const& formulas) {
         if (model->isSparseModel() && storm::settings::generalSettings().isBisimulationSet()) {
             storm::storage::BisimulationType bisimType = storm::storage::BisimulationType::Strong;
             if (storm::settings::bisimulationSettings().isWeakBisimulationSet()) {
@@ -209,7 +212,7 @@ namespace storm {
     
     
     template<typename ValueType>
-    void generateCounterexample(storm::prism::Program const& program, std::shared_ptr<storm::models::sparse::Model<ValueType>> model, std::shared_ptr<const storm::logic::Formula> const& formula) {
+    void generateCounterexample(storm::prism::Program const& program, std::shared_ptr<storm::models::sparse::Model<ValueType>> model, std::shared_ptr<storm::logic::Formula const> const& formula) {
         if (storm::settings::counterexampleGeneratorSettings().isMinimalCommandSetGenerationSet()) {
             STORM_LOG_THROW(model->getType() == storm::models::ModelType::Mdp, storm::exceptions::InvalidTypeException, "Minimal command set generation is only available for MDPs.");
             STORM_LOG_THROW(storm::settings::generalSettings().isSymbolicSet(), storm::exceptions::InvalidSettingsException, "Minimal command set generation is only available for symbolic models.");
@@ -232,13 +235,13 @@ namespace storm {
             
 #ifdef STORM_HAVE_CARL
     template<>
-    inline void generateCounterexample(storm::prism::Program const& program, std::shared_ptr<storm::models::sparse::Model<storm::RationalFunction>> model, std::shared_ptr<const storm::logic::Formula> const& formula) {
+    inline void generateCounterexample(storm::prism::Program const& program, std::shared_ptr<storm::models::sparse::Model<storm::RationalFunction>> model, std::shared_ptr<storm::logic::Formula const> const& formula) {
         STORM_LOG_THROW(false, storm::exceptions::InvalidSettingsException, "Unable to generate counterexample for parametric model.");
     }
 #endif
 
     template<typename ValueType, storm::dd::DdType DdType>
-    std::unique_ptr<storm::modelchecker::CheckResult> verifyModel(std::shared_ptr<storm::models::ModelBase> model, std::shared_ptr<const storm::logic::Formula> const& formula, bool onlyInitialStatesRelevant) {
+    std::unique_ptr<storm::modelchecker::CheckResult> verifyModel(std::shared_ptr<storm::models::ModelBase> model, std::shared_ptr<storm::logic::Formula const> const& formula, bool onlyInitialStatesRelevant) {
         storm::settings::modules::GeneralSettings const& settings = storm::settings::generalSettings();
         switch(settings.getEngine()) {
             case storm::settings::modules::GeneralSettings::Engine::Sparse: {
@@ -263,7 +266,7 @@ namespace storm {
     }
 
     template<typename ValueType>
-    std::unique_ptr<storm::modelchecker::CheckResult> verifySparseModel(std::shared_ptr<storm::models::sparse::Model<ValueType>> model, std::shared_ptr<const storm::logic::Formula> const& formula, bool onlyInitialStatesRelevant = false) {
+    std::unique_ptr<storm::modelchecker::CheckResult> verifySparseModel(std::shared_ptr<storm::models::sparse::Model<ValueType>> model, std::shared_ptr<storm::logic::Formula const> const& formula, bool onlyInitialStatesRelevant = false) {
 
         std::unique_ptr<storm::modelchecker::CheckResult> result;
         storm::modelchecker::CheckTask<storm::logic::Formula> task(*formula, onlyInitialStatesRelevant);
@@ -330,7 +333,7 @@ namespace storm {
     }
 
     template<>
-    inline std::unique_ptr<storm::modelchecker::CheckResult> verifySparseModel(std::shared_ptr<storm::models::sparse::Model<storm::RationalFunction>> model, std::shared_ptr<const storm::logic::Formula> const& formula, bool onlyInitialStatesRelevant) {
+    inline std::unique_ptr<storm::modelchecker::CheckResult> verifySparseModel(std::shared_ptr<storm::models::sparse::Model<storm::RationalFunction>> model, std::shared_ptr<storm::logic::Formula const> const& formula, bool onlyInitialStatesRelevant) {
         std::unique_ptr<storm::modelchecker::CheckResult> result;
         std::shared_ptr<storm::models::sparse::Dtmc<storm::RationalFunction>> dtmc = model->template as<storm::models::sparse::Dtmc<storm::RationalFunction>>();
 
@@ -347,7 +350,7 @@ namespace storm {
 #endif
 
     template<storm::dd::DdType DdType>
-    std::unique_ptr<storm::modelchecker::CheckResult> verifySymbolicModelWithHybridEngine(std::shared_ptr<storm::models::symbolic::Model<DdType>> model, std::shared_ptr<const storm::logic::Formula> const& formula, bool onlyInitialStatesRelevant = false) {
+    std::unique_ptr<storm::modelchecker::CheckResult> verifySymbolicModelWithHybridEngine(std::shared_ptr<storm::models::symbolic::Model<DdType>> model, std::shared_ptr<storm::logic::Formula const> const& formula, bool onlyInitialStatesRelevant = false) {
         std::unique_ptr<storm::modelchecker::CheckResult> result;
         storm::modelchecker::CheckTask<storm::logic::Formula> task(*formula, onlyInitialStatesRelevant);
         if (model->getType() == storm::models::ModelType::Dtmc) {
@@ -376,7 +379,7 @@ namespace storm {
 
 
     template<storm::dd::DdType DdType>
-    std::unique_ptr<storm::modelchecker::CheckResult> verifySymbolicModelWithDdEngine(std::shared_ptr<storm::models::symbolic::Model<DdType>> model, std::shared_ptr<const storm::logic::Formula> const& formula, bool onlyInitialStatesRelevant) {
+    std::unique_ptr<storm::modelchecker::CheckResult> verifySymbolicModelWithDdEngine(std::shared_ptr<storm::models::symbolic::Model<DdType>> model, std::shared_ptr<storm::logic::Formula const> const& formula, bool onlyInitialStatesRelevant) {
         std::unique_ptr<storm::modelchecker::CheckResult> result;
         storm::modelchecker::CheckTask<storm::logic::Formula> task(*formula, onlyInitialStatesRelevant);
         if (model->getType() == storm::models::ModelType::Dtmc) {

stormpy/MANIFEST.in

@@ -0,0 +1 @@
+recursive-include src *.h

stormpy/lib/.gitignore

@@ -0,0 +1,3 @@
+*.so
+__pycache__/
+stormpy.egg-info/

stormpy/lib/stormpy/__init__.py

@@ -0,0 +1,36 @@
+from . import core
+from .core import *
+
+core.set_up("")
+
+def build_model(program, formulae):
+    intermediate = core._build_model(program, formulae)
+    assert not intermediate.supports_parameters()
+    if intermediate.model_type() == ModelType.DTMC:
+        return intermediate.as_dtmc()
+    elif intermediate.model_type() == ModelType.MDP:
+        return intermediate.as_mdp()
+    else:
+        raise RuntimeError("Not supported non-parametric model constructed")
+
+def build_parametric_model(program, formulae):
+    intermediate = core._build_parametric_model(program, formulae)
+    assert intermediate.supports_parameters()
+    if intermediate.model_type() == ModelType.DTMC:
+        return intermediate.as_pdtmc()
+    elif intermediate.model_type() == ModelType.MDP:
+        return intermediate.as_pmdp()
+    else:
+        raise RuntimeError("Not supported parametric model constructed")
+
+def perform_bisimulation(model, formula, bisimulation_type):
+    if model.supports_parameters():
+        return core._perform_parametric_bisimulation(model, formula, bisimulation_type)
+    else:
+        return core._perform_bisimulation(model, formula, bisimulation_type)
+
+def model_checking(model, formula):
+    if model.supports_parameters():
+        return core._parametric_model_checking(model, formula)
+    else:
+        return core._model_checking(model, formula)

stormpy/lib/stormpy/expressions/__init__.py

@@ -0,0 +1,2 @@
+from . import expressions
+from .expressions import *

stormpy/lib/stormpy/info/__init__.py

@@ -0,0 +1,2 @@
+from . import info
+from .info import *

stormpy/lib/stormpy/logic/__init__.py

@@ -0,0 +1,2 @@
+from . import logic
+from .logic import *

stormpy/resources/pybind11/.appveyor.yml

@@ -0,0 +1,26 @@
+version: 1.0.{build}
+os: Visual Studio 2015
+clone_folder: C:\projects\pybind11
+test: off
+configuration:
+    - Release
+    - Debug
+branches:
+  only:
+    - master
+environment:
+  matrix:
+    - CMAKE_PLATFORM: "Visual Studio 14 2015"
+      PYTHON_DIR: "C:\\Python34"
+    - CMAKE_PLATFORM: "Visual Studio 14 2015 Win64"
+      PYTHON_DIR: "C:\\Python34-x64"
+install:
+  - cinstall: python
+build_script:
+  - echo Running cmake...
+  - cd c:\projects\pybind11
+  - cmake -G "%CMAKE_PLATFORM%" -DPYTHON_INCLUDE_DIR:PATH=%PYTHON_DIR%/include -DPYTHON_LIBRARY:FILEPATH=%PYTHON_DIR%/libs/python34.lib -DPYTHON_EXECUTABLE:FILEPATH=%PYTHON_DIR%/python.exe
+  - set MSBuildLogger="C:\Program Files\AppVeyor\BuildAgent\Appveyor.MSBuildLogger.dll"
+  - set MSBuildOptions=/v:m /p:Configuration=%Configuration% /logger:%MSBuildLogger%
+  - msbuild %MSBuildOptions% pybind11.sln
+  - ctest -C %Configuration%

stormpy/resources/pybind11/.gitignore

@@ -0,0 +1,31 @@
+CMakeCache.txt
+CMakeFiles
+Makefile
+cmake_install.cmake
+.DS_Store
+/example/example.so
+/example/example.pyd
+*.sln
+*.sdf
+*.opensdf
+*.vcxproj
+*.filters
+example.dir
+Win32
+x64
+Release
+Debug
+.vs
+CTestTestfile.cmake
+Testing
+autogen
+MANIFEST
+/.ninja_*
+/*.ninja
+/docs/.build
+*.py[co]
+*.egg-info
+*~
+.DS_Store
+/dist
+/build

stormpy/resources/pybind11/.gitmodules

@@ -0,0 +1,3 @@
+[submodule "tools/clang"]
+	path = tools/clang
+	url = https://github.com/wjakob/clang-cindex-python3

stormpy/resources/pybind11/.travis.yml

@@ -0,0 +1,41 @@
+language: cpp
+sudo: false
+cache:
+  directories:
+  - $HOME/.cache/pip
+addons:
+  apt:
+    sources:
+      - ubuntu-toolchain-r-test
+      - deadsnakes
+    packages:
+      - g++-4.8
+      - g++-4.8-multilib
+      - g++-multilib
+      - python3.5
+      - python3.5-dev
+      - python3.5-venv
+      - python3.5-dev:i386
+matrix:
+  include:
+    - os: linux
+      compiler: gcc-4.8
+      script:
+        - pyvenv-3.5 venv
+        - cmake -DPYBIND11_PYTHON_VERSION=3.5 -DPYTHON_INCLUDE_DIR:PATH=/usr/include/python3.5m -DPYTHON_LIBRARY:FILEPATH=/usr/lib/x86_64-linux-gnu/libpython3.5m.so -DPYTHON_EXECUTABLE:FILEPATH=`pwd`/venv/bin/python3.5 -DCMAKE_CXX_COMPILER=g++-4.8
+        - make -j 2
+        - source venv/bin/activate
+        - pip install numpy
+        - CTEST_OUTPUT_ON_FAILURE=TRUE make test
+    - os: osx
+      compiler: clang
+      script:
+        - cmake -DPYBIND11_PYTHON_VERSION=2.7
+        - make -j 2
+        - CTEST_OUTPUT_ON_FAILURE=TRUE make test
+    #- os: linux
+      #compiler: gcc-4.8
+      #script:
+        #- pyvenv-3.5 venv
+        #- cmake -DPYBIND11_PYTHON_VERSION=3.5 -DPYTHON_INCLUDE_DIR:PATH=/usr/include/python3.5m -DPYTHON_LIBRARY:FILEPATH=/usr/lib/x86_64-linux-gnu/libpython3.5m.so -DPYTHON_EXECUTABLE:FILEPATH=`pwd`/venv/bin/python3.5 -DCMAKE_CXX_COMPILER=g++-4.8 -DCMAKE_CXX_FLAGS=-m32
+        #- make -j 2

stormpy/resources/pybind11/CMakeLists.txt

@@ -0,0 +1,220 @@
+# CMakeLists.txt -- Build system for the pybind11 examples
+#
+# Copyright (c) 2015 Wenzel Jakob <wenzel@inf.ethz.ch>
+#
+# All rights reserved. Use of this source code is governed by a
+# BSD-style license that can be found in the LICENSE file.
+
+cmake_minimum_required(VERSION 2.8)
+
+project(pybind11)
+
+option(PYBIND11_INSTALL "Install pybind11 header files?" ON)
+
+# Add a CMake parameter for choosing a desired Python version
+set(PYBIND11_PYTHON_VERSION "" CACHE STRING "Python version to use for compiling the example application")
+
+include(CheckCXXCompilerFlag)
+
+# Set a default build configuration if none is specified. 'MinSizeRel' produces the smallest binaries
+if(NOT CMAKE_BUILD_TYPE AND NOT CMAKE_CONFIGURATION_TYPES)
+  message(STATUS "Setting build type to 'MinSizeRel' as none was specified.")
+  set(CMAKE_BUILD_TYPE MinSizeRel CACHE STRING "Choose the type of build." FORCE)
+  set_property(CACHE CMAKE_BUILD_TYPE PROPERTY STRINGS "Debug" "Release"
+    "MinSizeRel" "RelWithDebInfo")
+endif()
+string(TOUPPER "${CMAKE_BUILD_TYPE}" U_CMAKE_BUILD_TYPE)
+
+set(Python_ADDITIONAL_VERSIONS 3.4 3.5 3.6 3.7)
+if (NOT ${PYBIND11_PYTHON_VERSION} STREQUAL "")
+  find_package(PythonLibs ${PYBIND11_PYTHON_VERSION} EXACT)
+  if (NOT PythonLibs_FOUND)
+    find_package(PythonLibs ${PYBIND11_PYTHON_VERSION} REQUIRED)
+  endif()
+else()
+  find_package(PythonLibs REQUIRED)
+endif()
+# The above sometimes returns version numbers like "3.4.3+"; the "+" must be removed for the next line to work
+string(REPLACE "+" "" PYTHONLIBS_VERSION_STRING "+${PYTHONLIBS_VERSION_STRING}")
+find_package(PythonInterp ${PYTHONLIBS_VERSION_STRING} EXACT REQUIRED)
+
+if (CMAKE_CXX_COMPILER_ID MATCHES "Clang" OR CMAKE_CXX_COMPILER_ID MATCHES "GNU" OR CMAKE_CXX_COMPILER_ID MATCHES "Intel")
+  CHECK_CXX_COMPILER_FLAG("-std=c++14" HAS_CPP14_FLAG)
+  CHECK_CXX_COMPILER_FLAG("-std=c++11" HAS_CPP11_FLAG)
+
+  if (HAS_CPP14_FLAG)
+    set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++14")
+  elseif (HAS_CPP11_FLAG)
+    set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++11")
+  else()
+    message(FATAL_ERROR "Unsupported compiler -- pybind11 requires C++11 support!")
+  endif()
+
+  # Enable link time optimization and set the default symbol
+  # visibility to hidden (very important to obtain small binaries)
+  if (NOT ${U_CMAKE_BUILD_TYPE} MATCHES DEBUG)
+    # Default symbol visibility
+    set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fvisibility=hidden")
+
+    # Check for Link Time Optimization support
+    # (GCC/Clang)
+    CHECK_CXX_COMPILER_FLAG("-flto" HAS_LTO_FLAG)
+    if (HAS_LTO_FLAG)
+      set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -flto")
+    endif()
+
+    # Intel equivalent to LTO is called IPO
+    if (CMAKE_CXX_COMPILER_ID MATCHES "Intel")
+      CHECK_CXX_COMPILER_FLAG("-ipo" HAS_IPO_FLAG)
+      if (HAS_IPO_FLAG)
+        set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -ipo")
+      endif()
+    endif()
+  endif()
+endif()
+
+# Compile with compiler warnings turned on
+if(MSVC)
+  if(CMAKE_CXX_FLAGS MATCHES "/W[0-4]")
+    string(REGEX REPLACE "/W[0-4]" "/W4" CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS}")
+  else()
+    set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /W4")
+  endif()
+elseif ("${CMAKE_CXX_COMPILER_ID}" MATCHES "Clang" OR "${CMAKE_CXX_COMPILER_ID}" MATCHES "GNU")
+  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wall -Wextra")
+endif()
+
+# Include path for Python header files
+include_directories(${PYTHON_INCLUDE_DIR})
+
+# Include path for pybind11 header files
+include_directories(include)
+
+set(PYBIND11_HEADERS
+  include/pybind11/attr.h
+  include/pybind11/cast.h
+  include/pybind11/common.h
+  include/pybind11/complex.h
+  include/pybind11/descr.h
+  include/pybind11/functional.h
+  include/pybind11/numpy.h
+  include/pybind11/operators.h
+  include/pybind11/pybind11.h
+  include/pybind11/pytypes.h
+  include/pybind11/stl.h
+  include/pybind11/typeid.h
+)
+
+set(PYBIND11_EXAMPLES
+  example/example1.cpp
+  example/example2.cpp
+  example/example3.cpp
+  example/example4.cpp
+  example/example5.cpp
+  example/example6.cpp
+  example/example7.cpp
+  example/example8.cpp
+  example/example9.cpp
+  example/example10.cpp
+  example/example11.cpp
+  example/example12.cpp
+  example/example13.cpp
+  example/example14.cpp
+  example/example15.cpp
+  example/example16.cpp
+  example/issues.cpp
+)
+
+# Create the binding library
+add_library(example SHARED
+  ${PYBIND11_HEADERS}
+  example/example.cpp
+  ${PYBIND11_EXAMPLES}
+)
+
+# Don't add a 'lib' prefix to the shared library
+set_target_properties(example PROPERTIES PREFIX "")
+
+# Always write the output file directly into the 'example' directory (even on MSVC)
+set(CompilerFlags
+  LIBRARY_OUTPUT_DIRECTORY LIBRARY_OUTPUT_DIRECTORY_RELEASE LIBRARY_OUTPUT_DIRECTORY_DEBUG
+  LIBRARY_OUTPUT_DIRECTORY_MINSIZEREL LIBRARY_OUTPUT_DIRECTORY_RELWITHDEBINFO
+  RUNTIME_OUTPUT_DIRECTORY RUNTIME_OUTPUT_DIRECTORY_RELEASE RUNTIME_OUTPUT_DIRECTORY_DEBUG
+  RUNTIME_OUTPUT_DIRECTORY_MINSIZEREL RUNTIME_OUTPUT_DIRECTORY_RELWITHDEBINFO)
+
+foreach(CompilerFlag ${CompilerFlags})
+  set_target_properties(example PROPERTIES ${CompilerFlag} ${PROJECT_SOURCE_DIR}/example)
+endforeach()
+
+if (WIN32)
+  if (MSVC)
+    # /bigobj is needed for bigger binding projects due to the limit to 64k
+    # addressable sections. /MP enables multithreaded builds (relevant when
+    # there are many files).
+    set_target_properties(example PROPERTIES COMPILE_FLAGS "/MP /bigobj ")
+
+    if (NOT ${U_CMAKE_BUILD_TYPE} MATCHES DEBUG)
+      # Enforce size-based optimization and link time code generation on MSVC
+      # (~30% smaller binaries in experiments).
+      set_target_properties(example APPEND_STRING PROPERTY COMPILE_FLAGS "/Os /GL ")
+      set_target_properties(example APPEND_STRING PROPERTY LINK_FLAGS "/LTCG ")
+    endif()
+  endif()
+
+  # .PYD file extension on Windows
+  set_target_properties(example PROPERTIES SUFFIX ".pyd")
+
+  # Link against the Python shared library
+  target_link_libraries(example ${PYTHON_LIBRARY})
+elseif (UNIX)
+  # It's quite common to have multiple copies of the same Python version
+  # installed on one's system. E.g.: one copy from the OS and another copy
+  # that's statically linked into an application like Blender or Maya.
+  # If we link our plugin library against the OS Python here and import it
+  # into Blender or Maya later on, this will cause segfaults when multiple
+  # conflicting Python instances are active at the same time (even when they
+  # are of the same version).
+
+  # Windows is not affected by this issue since it handles DLL imports
+  # differently. The solution for Linux and Mac OS is simple: we just don't
+  # link against the Python library. The resulting shared library will have
+  # missing symbols, but that's perfectly fine -- they will be resolved at
+  # import time.
+
+  # .SO file extension on Linux/Mac OS
+  set_target_properties(example PROPERTIES SUFFIX ".so")
+
+  # Optimize for a small binary size
+  if (NOT ${U_CMAKE_BUILD_TYPE} MATCHES DEBUG)
+    set_target_properties(example PROPERTIES COMPILE_FLAGS "-Os")
+  endif()
+
+  # Strip unnecessary sections of the binary on Linux/Mac OS
+  if(APPLE)
+    set_target_properties(example PROPERTIES MACOSX_RPATH ".")
+    set_target_properties(example PROPERTIES LINK_FLAGS "-undefined dynamic_lookup ")
+    if (NOT ${U_CMAKE_BUILD_TYPE} MATCHES DEBUG)
+      add_custom_command(TARGET example POST_BUILD COMMAND strip -u -r ${PROJECT_SOURCE_DIR}/example/example.so)
+    endif()
+  else()
+    if (NOT ${U_CMAKE_BUILD_TYPE} MATCHES DEBUG)
+      add_custom_command(TARGET example POST_BUILD COMMAND strip ${PROJECT_SOURCE_DIR}/example/example.so)
+    endif()
+  endif()
+endif()
+
+enable_testing()
+
+set(RUN_TEST ${PYTHON_EXECUTABLE} ${CMAKE_CURRENT_SOURCE_DIR}/example/run_test.py)
+if (MSVC OR CMAKE_CXX_COMPILER_ID MATCHES "Intel")
+  set(RUN_TEST ${RUN_TEST} --relaxed)
+endif()
+
+foreach(VALUE ${PYBIND11_EXAMPLES})
+  string(REGEX REPLACE "^example/(.+).cpp$" "\\1" EXAMPLE_NAME "${VALUE}")
+  add_test(NAME ${EXAMPLE_NAME} COMMAND ${RUN_TEST} ${EXAMPLE_NAME})
+endforeach()
+
+if (PYBIND11_INSTALL)
+    install(FILES ${PYBIND11_HEADERS} DESTINATION include/pybind11)
+endif()

stormpy/resources/pybind11/CONTRIBUTING.md

@@ -0,0 +1,37 @@
+Thank you for your interest in this project! Please refer to the following
+sections on how to contribute code and bug reports.
+
+### Reporting bugs
+
+At the moment, this project is run in the spare time of a single person
+([Wenzel Jakob](http://rgl.epfl.ch/people/wjakob)) with very limited resources
+for issue tracker tickets. Thus, before submitting a question or bug report,
+please take a moment of your time and ensure that your issue isn't already
+discussed in the project documentation provided at
+[http://pybind11.readthedocs.org/en/latest](http://pybind11.readthedocs.org/en/latest).
+
+Assuming that you have identified a previously unknown problem or an important
+question, it's essential that you submit a self-contained and minimal piece of
+code that reproduces the problem. In other words: no external dependencies,
+isolate the function(s) that cause breakage, submit matched and complete C++
+and Python snippets that can be easily compiled and run on my end.
+
+## Pull requests
+Contributions are submitted, reviewed, and accepted using Github pull requests.
+Please refer to [this
+article](https://help.github.com/articles/using-pull-requests) for details and
+adhere to the following rules to make the process as smooth as possible:
+
+* Make a new branch for every feature you're working on.
+* Make small and clean pull requests that are easy to review but make sure they
+  do add value by themselves.
+* Add tests for any new functionality and run the test suite (``make test``) to
+  ensure that no existing features break.
+* This project has a strong focus on providing general solutions using a
+  minimal amount of code, thus small pull requests are greatly preferred.
+
+### License
+
+pybind11 is provided under a BSD-style license that can be found in the
+``LICENSE`` file. By using, distributing, or contributing to this project, you
+agree to the terms and conditions of this license.

stormpy/resources/pybind11/LICENSE

@@ -0,0 +1,36 @@
+Copyright (c) 2015 Wenzel Jakob <wenzel@inf.ethz.ch>, All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are met:
+
+1. Redistributions of source code must retain the above copyright notice, this
+   list of conditions and the following disclaimer.
+
+2. Redistributions in binary form must reproduce the above copyright notice,
+   this list of conditions and the following disclaimer in the documentation
+   and/or other materials provided with the distribution.
+
+3. Neither the name of the copyright holder nor the names of its contributors
+   may be used to endorse or promote products derived from this software
+   without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
+FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+You are under no obligation whatsoever to provide any bug fixes, patches, or
+upgrades to the features, functionality or performance of the source code
+("Enhancements") to anyone; however, if you choose to make your Enhancements
+available either publicly, or directly to the author of this software, without
+imposing a separate written license agreement for such Enhancements, then you
+hereby grant the following license: a non-exclusive, royalty-free perpetual
+license to install, use, modify, prepare derivative works, incorporate into
+other computer software, distribute, and sublicense such enhancements or
+derivative works thereof, in binary and source code form.

stormpy/resources/pybind11/MANIFEST.in

@@ -0,0 +1 @@
+include include/pybind11/*.h

stormpy/resources/pybind11/README.md

@@ -0,0 +1,108 @@
+![pybind11 logo](https://github.com/pybind/pybind11/raw/master/docs/pybind11-logo.png)
+
+# pybind11 — Seamless operability between C++11 and Python
+
+[![Documentation Status](https://readthedocs.org/projects/pybind11/badge/?version=latest)](http://pybind11.readthedocs.org/en/latest/?badge=latest)
+[![Build Status](https://travis-ci.org/pybind/pybind11.svg?branch=master)](https://travis-ci.org/pybind/pybind11)
+[![Build status](https://ci.appveyor.com/api/projects/status/riaj54pn4h08xy40?svg=true)](https://ci.appveyor.com/project/wjakob/pybind11)
+
+**pybind11** is a lightweight header-only library that exposes C++ types in Python
+and vice versa, mainly to create Python bindings of existing C++ code. Its
+goals and syntax are similar to the excellent
+[Boost.Python](http://www.boost.org/doc/libs/1_58_0/libs/python/doc/) library
+by David Abrahams: to minimize boilerplate code in traditional extension
+modules by inferring type information using compile-time introspection.
+
+The main issue with Boost.Python—and the reason for creating such a similar
+project—is Boost. Boost is an enormously large and complex suite of utility
+libraries that works with almost every C++ compiler in existence. This
+compatibility has its cost: arcane template tricks and workarounds are
+necessary to support the oldest and buggiest of compiler specimens. Now that
+C++11-compatible compilers are widely available, this heavy machinery has
+become an excessively large and unnecessary dependency.
+
+Think of this library as a tiny self-contained version of Boost.Python with
+everything stripped away that isn't relevant for binding generation. Without
+comments, the core header files only require ~2.5K lines of code and depend on
+Python (2.7 or 3.x) and the C++ standard library. This compact implementation
+was possible thanks to some of the new C++11 language features (specifically:
+tuples, lambda functions and variadic templates). Since its creation, this
+library has grown beyond Boost.Python in many ways, leading to dramatically
+simpler binding code in many common situations.
+
+Tutorial and reference documentation is provided at
+[http://pybind11.readthedocs.org/en/latest](http://pybind11.readthedocs.org/en/latest).
+
+## Core features
+pybind11 can map the following core C++ features to Python
+
+- Functions accepting and returning custom data structures per value, reference, or pointer
+- Instance methods and static methods
+- Overloaded functions
+- Instance attributes and static attributes
+- Exceptions
+- Enumerations
+- Callbacks
+- Custom operators
+- STL data structures
+- Iterators and ranges
+- Smart pointers with reference counting like `std::shared_ptr`
+- Internal references with correct reference counting
+- C++ classes with virtual (and pure virtual) methods can be extended in Python
+
+## Goodies
+In addition to the core functionality, pybind11 provides some extra goodies:
+
+- pybind11 uses C++11 move constructors and move assignment operators whenever
+  possible to efficiently transfer custom data types.
+
+- It is possible to bind C++11 lambda functions with captured variables. The
+  lambda capture data is stored inside the resulting Python function object.
+
+- It's easy to expose the internal storage of custom data types through
+  Pythons' buffer protocols. This is handy e.g. for fast conversion between
+  C++ matrix classes like Eigen and NumPy without expensive copy operations.
+
+- pybind11 can automatically vectorize functions so that they are transparently
+  applied to all entries of one or more NumPy array arguments.
+
+- Python's slice-based access and assignment operations can be supported with
+  just a few lines of code.
+
+- Everything is contained in just a few header files; there is no need to link
+  against any additional libraries.
+
+- Binaries are generally smaller by a factor of 2 or more compared to
+  equivalent bindings generated by Boost.Python.
+
+- When supported by the compiler, two new C++14 features (relaxed constexpr and
+  return value deduction) are used to precompute function signatures at compile
+  time, leading to smaller binaries.
+
+- With little extra effort, C++ types can be pickled and unpickled similar to
+  regular Python objects.
+
+## Supported compilers
+
+1. Clang/LLVM (any non-ancient version with C++11 support)
+2. GCC (any non-ancient version with C++11 support)
+3. Microsoft Visual Studio 2015 or newer
+4. Intel C++ compiler v15 or newer
+
+## About
+
+This project was created by [Wenzel Jakob](https://www.mitsuba-renderer.org/~wenzel/).
+Significant features and/or improvements to the code were contributed by
+Jonas Adler,
+Sylvain Corlay,
+Axel Huebl,
+@hulucc,
+Johan Mabille,
+Tomasz Miąsko, and
+Ben Pritchard.
+
+### License
+
+pybind11 is provided under a BSD-style license that can be found in the
+``LICENSE`` file. By using, distributing, or contributing to this project,
+you agree to the terms and conditions of this license.

stormpy/resources/pybind11/conda.recipe/bld.bat

@@ -0,0 +1,2 @@
+"%PYTHON%" setup.py install --single-version-externally-managed --record=record.txt
+if errorlevel 1 exit 1

stormpy/resources/pybind11/conda.recipe/build.sh

@@ -0,0 +1,3 @@
+#!/bin/bash
+${PYTHON} setup.py install --single-version-externally-managed --record=record.txt;
+

stormpy/resources/pybind11/conda.recipe/meta.yaml

@@ -0,0 +1,26 @@
+package:
+  name: pybind11
+  version: {{ environ.get('GIT_DESCRIBE_TAG', '').replace('v', '') }}
+
+build:
+  number: {{ environ.get('GIT_DESCRIBE_NUMBER', 0) }}
+  {% if environ.get('GIT_DESCRIBE_NUMBER', '0') == '0' %}string: py{{ environ.get('PY_VER').replace('.', '') }}_0
+  {% else %}string: py{{ environ.get('PY_VER').replace('.', '') }}_{{ environ.get('GIT_BUILD_STR', 'GIT_STUB') }}{% endif %}
+
+source:
+  git_url: ../
+
+requirements:
+  build:
+    - python
+
+  run:
+    - python
+
+test:
+  imports:
+    - pybind11
+
+about:
+  home: https://github.com/pybind/pybind11/
+  summary: Seamless operability between C++11 and Python

stormpy/resources/pybind11/docs/_static/theme_overrides.css

@@ -0,0 +1,7 @@
+.wy-table-responsive table td,
+.wy-table-responsive table th {
+    white-space: initial !important;
+}
+.rst-content table.docutils td {
+    vertical-align: top !important;
+}

stormpy/resources/pybind11/docs/basics.rst

@@ -0,0 +1,280 @@
+.. _basics:
+
+First steps
+###########
+
+This sections demonstrates the basic features of pybind11. Before getting
+started, make sure that development environment is set up to compile the
+included set of examples, which also double as test cases.
+
+
+Compiling the test cases
+========================
+
+Linux/MacOS
+-----------
+
+On Linux  you'll need to install the **python-dev** or **python3-dev** packages as
+well as **cmake**. On Mac OS, the included python version works out of the box,
+but **cmake** must still be installed.
+
+After installing the prerequisites, run
+
+.. code-block:: bash
+
+   cmake .
+   make -j 4
+
+followed by
+
+.. code-block:: bash
+
+   make test
+
+Windows
+-------
+
+On Windows, use the `CMake GUI`_ to create a Visual Studio project. Note that
+only the 2015 release and newer versions are supported since pybind11 relies on
+various C++11 language features that break older versions of Visual Studio.
+After running CMake, open the created :file:`pybind11.sln` file and perform a
+release build, which will will produce a file named
+:file:`Release\\example.pyd`. Copy this file to the :file:`example` directory
+and run :file:`example\\run_test.py` using the targeted Python version.
+
+.. _`CMake GUI`: https://cmake.org/runningcmake
+
+.. Note::
+
+    When all tests fail, make sure that
+
+    1. The Python binary and the testcases are compiled for the same processor
+       type and bitness (i.e. either **i386** or **x86_64**)
+
+    2. The Python binary used to run :file:`example\\run_test.py` matches the
+       Python version specified in the CMake GUI. This is controlled via
+       the ``PYTHON_EXECUTABLE`` ``PYTHON_INCLUDE_DIR``, and
+       ``PYTHON_LIBRARY`` variables.
+
+.. seealso::
+
+    Advanced users who are already familiar with Boost.Python may want to skip
+    the tutorial and look at the test cases in the :file:`example` directory,
+    which exercise all features of pybind11.
+
+Creating bindings for a simple function
+=======================================
+
+Let's start by creating Python bindings for an extremely simple function, which
+adds two numbers and returns their result:
+
+.. code-block:: cpp
+
+    int add(int i, int j) {
+        return i + j;
+    }
+
+For simplicity [#f1]_, we'll put both this function and the binding code into
+a file named :file:`example.cpp` with the following contents:
+
+.. code-block:: cpp
+
+    #include <pybind11/pybind11.h>
+
+    int add(int i, int j) {
+        return i + j;
+    }
+
+    namespace py = pybind11;
+
+    PYBIND11_PLUGIN(example) {
+        py::module m("example", "pybind11 example plugin");
+
+        m.def("add", &add, "A function which adds two numbers");
+
+        return m.ptr();
+    }
+
+The :func:`PYBIND11_PLUGIN` macro creates a function that will be called when an
+``import`` statement is issued from within Python. The next line creates a
+module named ``example`` (with the supplied docstring). The method
+:func:`module::def` generates binding code that exposes the
+``add()`` function to Python. The last line returns the internal Python object
+associated with ``m`` to the Python interpreter.
+
+.. note::
+
+    Notice how little code was needed to expose our function to Python: all
+    details regarding the function's parameters and return value were
+    automatically inferred using template metaprogramming. This overall
+    approach and the used syntax are borrowed from Boost.Python, though the
+    underlying implementation is very different.
+
+pybind11 is a header-only-library, hence it is not necessary to link against
+any special libraries (other than Python itself). On Windows, use the CMake
+build file discussed in section :ref:`cmake`. On Linux and Mac OS, the above
+example can be compiled using the following command
+
+.. code-block:: bash
+
+    $ c++ -O3 -shared -std=c++11 -I <path-to-pybind11>/include `python-config --cflags --ldflags --libs` example.cpp -o example.so
+
+In general, it is advisable to include several additional build parameters
+that can considerably reduce the size of the created binary. Refer to section
+:ref:`cmake` for a detailed example of a suitable cross-platform CMake-based
+build system.
+
+Assuming that the created file :file:`example.so` (:file:`example.pyd` on Windows)
+is located in the current directory, the following interactive Python session
+shows how to load and execute the example.
+
+.. code-block:: python
+
+    $ python
+    Python 2.7.10 (default, Aug 22 2015, 20:33:39)
+    [GCC 4.2.1 Compatible Apple LLVM 7.0.0 (clang-700.0.59.1)] on darwin
+    Type "help", "copyright", "credits" or "license" for more information.
+    >>> import example
+    >>> example.add(1, 2)
+    3L
+    >>>
+
+.. _keyword_args:
+
+Keyword arguments
+=================
+
+With a simple modification code, it is possible to inform Python about the
+names of the arguments ("i" and "j" in this case).
+
+.. code-block:: cpp
+
+    m.def("add", &add, "A function which adds two numbers",
+          py::arg("i"), py::arg("j"));
+
+:class:`arg` is one of several special tag classes which can be used to pass
+metadata into :func:`module::def`. With this modified binding code, we can now
+call the function using keyword arguments, which is a more readable alternative
+particularly for functions taking many parameters:
+
+.. code-block:: python
+
+    >>> import example
+    >>> example.add(i=1, j=2)
+    3L
+
+The keyword names also appear in the function signatures within the documentation.
+
+.. code-block:: python
+
+    >>> help(example)
+
+    ....
+
+    FUNCTIONS
+        add(...)
+            Signature : (i: int, j: int) -> int
+
+            A function which adds two numbers
+
+.. _default_args:
+
+Default arguments
+=================
+
+Suppose now that the function to be bound has default arguments, e.g.:
+
+.. code-block:: cpp
+
+    int add(int i = 1, int j = 2) {
+        return i + j;
+    }
+
+Unfortunately, pybind11 cannot automatically extract these parameters, since they
+are not part of the function's type information. However, they are simple to specify
+using an extension of :class:`arg`:
+
+.. code-block:: cpp
+
+    m.def("add", &add, "A function which adds two numbers",
+          py::arg("i") = 1, py::arg("j") = 2);
+
+The default values also appear within the documentation.
+
+.. code-block:: python
+
+    >>> help(example)
+
+    ....
+
+    FUNCTIONS
+        add(...)
+            Signature : (i: int = 1, j: int = 2) -> int
+
+            A function which adds two numbers
+
+.. _supported_types:
+
+Supported data types
+====================
+
+The following basic data types are supported out of the box (some may require
+an additional extension header to be included). To pass other data structures
+as arguments and return values, refer to the section on binding :ref:`classes`.
+
++----------------------------+--------------------------+-----------------------+
+|  Data type                 |  Description             | Header file           |
++============================+==========================+=======================+
+| int8_t, uint8_t            | 8-bit integers           | pybind11/pybind11.h   |
++----------------------------+--------------------------+-----------------------+
+| int16_t, uint16_t          | 16-bit integers          | pybind11/pybind11.h   |
++----------------------------+--------------------------+-----------------------+
+| int32_t, uint32_t          | 32-bit integers          | pybind11/pybind11.h   |
++----------------------------+--------------------------+-----------------------+
+| int64_t, uint64_t          | 64-bit integers          | pybind11/pybind11.h   |
++----------------------------+--------------------------+-----------------------+
+| ssize_t, size_t            | Platform-dependent size  | pybind11/pybind11.h   |
++----------------------------+--------------------------+-----------------------+
+| float, double              | Floating point types     | pybind11/pybind11.h   |
++----------------------------+--------------------------+-----------------------+
+| bool                       | Two-state Boolean type   | pybind11/pybind11.h   |
++----------------------------+--------------------------+-----------------------+
+| char                       | Character literal        | pybind11/pybind11.h   |
++----------------------------+--------------------------+-----------------------+
+| wchar_t                    | Wide character literal   | pybind11/pybind11.h   |
++----------------------------+--------------------------+-----------------------+
+| const char *               | UTF-8 string literal     | pybind11/pybind11.h   |
++----------------------------+--------------------------+-----------------------+
+| const wchar_t *            | Wide string literal      | pybind11/pybind11.h   |
++----------------------------+--------------------------+-----------------------+
+| std::string                | STL dynamic UTF-8 string | pybind11/pybind11.h   |
++----------------------------+--------------------------+-----------------------+
+| std::wstring               | STL dynamic wide string  | pybind11/pybind11.h   |
++----------------------------+--------------------------+-----------------------+
+| std::pair<T1, T2>          | Pair of two custom types | pybind11/pybind11.h   |
++----------------------------+--------------------------+-----------------------+
+| std::tuple<....>           | Arbitrary tuple of types | pybind11/pybind11.h   |
++----------------------------+--------------------------+-----------------------+
+| std::complex<T>            | Complex numbers          | pybind11/complex.h    |
++----------------------------+--------------------------+-----------------------+
+| std::array<T, Size>        | STL static array         | pybind11/stl.h        |
++----------------------------+--------------------------+-----------------------+
+| std::vector<T>             | STL dynamic array        | pybind11/stl.h        |
++----------------------------+--------------------------+-----------------------+
+| std::list<T>               | STL linked list          | pybind11/stl.h        |
++----------------------------+--------------------------+-----------------------+
+| std::map<T1, T2>           | STL ordered map          | pybind11/stl.h        |
++----------------------------+--------------------------+-----------------------+
+| std::unordered_map<T1, T2> | STL unordered map        | pybind11/stl.h        |
++----------------------------+--------------------------+-----------------------+
+| std::set<T>                | STL ordered set          | pybind11/stl.h        |
++----------------------------+--------------------------+-----------------------+
+| std::unordered_set<T>      | STL unordered set        | pybind11/stl.h        |
++----------------------------+--------------------------+-----------------------+
+| std::function<...>         | STL polymorphic function | pybind11/functional.h |
++----------------------------+--------------------------+-----------------------+
+
+
+.. [#f1] In practice, implementation and binding code will generally be located
+         in separate files.
+

stormpy/resources/pybind11/docs/benchmark.py

@@ -0,0 +1,90 @@
+import random
+import os
+import time
+import datetime as dt
+
+nfns = 4  # Functions per class
+nargs = 4  # Arguments per function
+
+
+def generate_dummy_code_pybind11(nclasses=10):
+    decl = ""
+    bindings = ""
+
+    for cl in range(nclasses):
+        decl += "class cl%03i;\n" % cl
+    decl += '\n'
+
+    for cl in range(nclasses):
+        decl += "class cl%03i {\n" % cl
+        decl += "public:\n"
+        bindings += '    py::class_<cl%03i>(m, "cl%03i")\n' % (cl, cl)
+        for fn in range(nfns):
+            ret = random.randint(0, nclasses - 1)
+            params  = [random.randint(0, nclasses - 1) for i in range(nargs)]
+            decl += "    cl%03i *fn_%03i(" % (ret, fn)
+            decl += ", ".join("cl%03i *" % p for p in params)
+            decl += ");\n"
+            bindings += '        .def("fn_%03i", &cl%03i::fn_%03i)\n' % \
+                (fn, cl, fn)
+        decl += "};\n\n"
+        bindings += '        ;\n'
+
+    result = "#include <pybind11/pybind11.h>\n\n"
+    result += "namespace py = pybind11;\n\n"
+    result += decl + '\n'
+    result += "PYBIND11_PLUGIN(example) {\n"
+    result += "    py::module m(\"example\");"
+    result += bindings
+    result += "    return m.ptr();"
+    result += "}"
+    return result
+
+
+def generate_dummy_code_boost(nclasses=10):
+    decl = ""
+    bindings = ""
+
+    for cl in range(nclasses):
+        decl += "class cl%03i;\n" % cl
+    decl += '\n'
+
+    for cl in range(nclasses):
+        decl += "class cl%03i {\n" % cl
+        decl += "public:\n"
+        bindings += '    py::class_<cl%03i>("cl%03i")\n' % (cl, cl)
+        for fn in range(nfns):
+            ret = random.randint(0, nclasses - 1)
+            params  = [random.randint(0, nclasses - 1) for i in range(nargs)]
+            decl += "    cl%03i *fn_%03i(" % (ret, fn)
+            decl += ", ".join("cl%03i *" % p for p in params)
+            decl += ");\n"
+            bindings += '        .def("fn_%03i", &cl%03i::fn_%03i, py::return_value_policy<py::manage_new_object>())\n' % \
+                (fn, cl, fn)
+        decl += "};\n\n"
+        bindings += '        ;\n'
+
+    result = "#include <boost/python.hpp>\n\n"
+    result += "namespace py = boost::python;\n\n"
+    result += decl + '\n'
+    result += "BOOST_PYTHON_MODULE(example) {\n"
+    result += bindings
+    result += "}"
+    return result
+
+
+for codegen in [generate_dummy_code_pybind11, generate_dummy_code_boost]:
+    print ("{")
+    for i in range(0, 10):
+        nclasses = 2 ** i
+        with open("test.cpp", "w") as f:
+            f.write(codegen(nclasses))
+        n1 = dt.datetime.now()
+        os.system("g++ -Os -shared -rdynamic -undefined dynamic_lookup "
+            "-fvisibility=hidden -std=c++14 test.cpp -I include "
+            "-I /System/Library/Frameworks/Python.framework/Headers -o test.so")
+        n2 = dt.datetime.now()
+        elapsed = (n2 - n1).total_seconds()
+        size = os.stat('test.so').st_size
+        print("   {%i, %f, %i}," % (nclasses * nfns, elapsed, size))
+    print ("}")

stormpy/resources/pybind11/docs/benchmark.rst

@@ -0,0 +1,83 @@
+Benchmark
+=========
+
+The following is the result of a synthetic benchmark comparing both compilation
+time and module size of pybind11 against Boost.Python.
+
+Setup
+-----
+
+A python script (see the ``docs/benchmark.py`` file) was used to generate a set
+of files with dummy classes whose count increases for each successive benchmark
+(between 1 and 2048 classes in powers of two). Each class has four methods with
+a randomly generated signature with a return value and four arguments. (There
+was no particular reason for this setup other than the desire to generate many
+unique function signatures whose count could be controlled in a simple way.)
+
+Here is an example of the binding code for one class:
+
+.. code-block:: cpp
+
+    ...
+    class cl034 {
+    public:
+        cl279 *fn_000(cl084 *, cl057 *, cl065 *, cl042 *);
+        cl025 *fn_001(cl098 *, cl262 *, cl414 *, cl121 *);
+        cl085 *fn_002(cl445 *, cl297 *, cl145 *, cl421 *);
+        cl470 *fn_003(cl200 *, cl323 *, cl332 *, cl492 *);
+    };
+    ...
+
+    PYBIND11_PLUGIN(example) {
+        py::module m("example");
+        ...
+        py::class_<cl034>(m, "cl034")
+            .def("fn_000", &cl034::fn_000)
+            .def("fn_001", &cl034::fn_001)
+            .def("fn_002", &cl034::fn_002)
+            .def("fn_003", &cl034::fn_003)
+        ...
+        return m.ptr();
+    }
+
+The Boost.Python version looks almost identical except that a return value
+policy had to be specified as an argument to ``def()``. For both libraries,
+compilation was done with
+
+.. code-block:: bash
+
+    Apple LLVM version 7.0.2 (clang-700.1.81)
+
+and the following compilation flags
+
+.. code-block:: bash
+
+    g++ -Os -shared -rdynamic -undefined dynamic_lookup -fvisibility=hidden -std=c++14
+
+Compilation time
+----------------
+
+The following log-log plot shows how the compilation time grows for an
+increasing number of class and function declarations. pybind11 includes many
+fewer headers, which initially leads to shorter compilation times, but the
+performance is ultimately fairly similar (pybind11 is 19.8 seconds faster for
+the largest largest file with 2048 classes and a total of 8192 methods -- a
+modest **1.2x** speedup relative to Boost.Python, which required 116.35
+seconds).
+
+.. image:: pybind11_vs_boost_python1.svg
+
+Module size
+-----------
+
+Differences between the two libraries become much more pronounced when
+considering the file size of the generated Python plugin: for the largest file,
+the binary generated by Boost.Python required 16.8 MiB, which was **2.17
+times** / **9.1 megabytes** larger than the output generated by pybind11. For
+very small inputs, Boost.Python has an edge in the plot below -- however, note
+that it stores many definitions in an external library, whose size was not
+included here, hence the comparison is slightly shifted in Boost.Python's
+favor.
+
+.. image:: pybind11_vs_boost_python2.svg
+

stormpy/resources/pybind11/docs/changelog.rst

@@ -0,0 +1,93 @@
+.. _changelog:
+
+Changelog
+#########
+
+1.5 (not yet released)
+----------------------
+* For polymorphic types, use RTTI to try to return the closest type registered with pybind11.
+* Pickling support for serializing and unserializing C++ instances to a byte stream in Python
+* Added a convenience routine ``make_iterator()`` which turns a range indicated
+  by a pair of C++ iterators into a iterable Python object
+* Added ``len()`` and a variadic ``make_tuple()`` function
+* Addressed a rare issue that could confuse the current virtual function
+  dispatcher and another that could lead to crashes in multi-threaded
+  applications
+* Added a ``get_include()`` function to the Python module that returns the path
+  of the directory containing the installed pybind11 header files
+* Documentation improvements: import issues, symbol visibility, pickling, limitations
+
+1.4 (April 7, 2016)
+--------------------------
+* Transparent type conversion for ``std::wstring`` and ``wchar_t``
+* Allow passing ``nullptr``-valued strings
+* Transparent passing of ``void *`` pointers using capsules
+* Transparent support for returning values wrapped in ``std::unique_ptr<>``
+* Improved docstring generation for compatibility with Sphinx
+* Nicer debug error message when default parameter construction fails
+* Support for "opaque" types that bypass the transparent conversion layer for STL containers
+* Redesigned type casting interface to avoid ambiguities that could occasionally cause compiler errors
+* Redesigned property implementation; fixes crashes due to an unfortunate default return value policy
+* Anaconda package generation support
+
+1.3 (March 8, 2016)
+--------------------------
+
+* Added support for the Intel C++ compiler (v15+)
+* Added support for the STL unordered set/map data structures
+* Added support for the STL linked list data structure
+* NumPy-style broadcasting support in ``pybind11::vectorize``
+* pybind11 now displays more verbose error messages when ``arg::operator=()`` fails
+* pybind11 internal data structures now live in a version-dependent namespace to avoid ABI issues
+* Many, many bugfixes involving corner cases and advanced usage
+
+1.2 (February 7, 2016)
+--------------------------
+
+* Optional: efficient generation of function signatures at compile time using C++14
+* Switched to a simpler and more general way of dealing with function default
+  arguments. Unused keyword arguments in function calls are now detected and
+  cause errors as expected
+* New ``keep_alive`` call policy analogous to Boost.Python's ``with_custodian_and_ward``
+* New ``pybind11::base<>`` attribute to indicate a subclass relationship
+* Improved interface for RAII type wrappers in ``pytypes.h``
+* Use RAII type wrappers consistently within pybind11 itself. This
+  fixes various potential refcount leaks when exceptions occur
+* Added new ``bytes`` RAII type wrapper (maps to ``string`` in Python 2.7)
+* Made handle and related RAII classes const correct, using them more
+  consistently everywhere now
+* Got rid of the ugly ``__pybind11__`` attributes on the Python side---they are
+  now stored in a C++ hash table that is not visible in Python
+* Fixed refcount leaks involving NumPy arrays and bound functions
+* Vastly improved handling of shared/smart pointers
+* Removed an unnecessary copy operation in ``pybind11::vectorize``
+* Fixed naming clashes when both pybind11 and NumPy headers are included
+* Added conversions for additional exception types
+* Documentation improvements (using multiple extension modules, smart pointers,
+  other minor clarifications)
+* unified infrastructure for parsing variadic arguments in ``class_`` and cpp_function
+* Fixed license text (was: ZLIB, should have been: 3-clause BSD)
+* Python 3.2 compatibility
+* Fixed remaining issues when accessing types in another plugin module
+* Added enum comparison and casting methods
+* Improved SFINAE-based detection of whether types are copy-constructible
+* Eliminated many warnings about unused variables and the use of ``offsetof()``
+* Support for ``std::array<>`` conversions
+
+1.1 (December 7, 2015)
+--------------------------
+
+* Documentation improvements (GIL, wrapping functions, casting, fixed many typos)
+* Generalized conversion of integer types
+* Improved support for casting function objects
+* Improved support for ``std::shared_ptr<>`` conversions
+* Initial support for ``std::set<>`` conversions
+* Fixed type resolution issue for types defined in a separate plugin module
+* Cmake build system improvements
+* Factored out generic functionality to non-templated code (smaller code size)
+* Added a code size / compile time benchmark vs Boost.Python
+* Added an appveyor CI script
+
+1.0 (October 15, 2015)
+------------------------
+* Initial release

stormpy/resources/pybind11/docs/classes.rst

@@ -0,0 +1,331 @@
+.. _classes:
+
+Object-oriented code
+####################
+
+Creating bindings for a custom type
+===================================
+
+Let's now look at a more complex example where we'll create bindings for a
+custom C++ data structure named ``Pet``. Its definition is given below:
+
+.. code-block:: cpp
+
+    struct Pet {
+        Pet(const std::string &name) : name(name) { }
+        void setName(const std::string &name_) { name = name_; }
+        const std::string &getName() const { return name; }
+
+        std::string name;
+    };
+
+The binding code for ``Pet`` looks as follows:
+
+.. code-block:: cpp
+
+    #include <pybind11/pybind11.h>
+
+    namespace py = pybind11;
+
+    PYBIND11_PLUGIN(example) {
+        py::module m("example", "pybind11 example plugin");
+
+        py::class_<Pet>(m, "Pet")
+            .def(py::init<const std::string &>())
+            .def("setName", &Pet::setName)
+            .def("getName", &Pet::getName);
+
+        return m.ptr();
+    }
+
+:class:`class_` creates bindings for a C++ `class` or `struct`-style data
+structure. :func:`init` is a convenience function that takes the types of a
+constructor's parameters as template arguments and wraps the corresponding
+constructor (see the :ref:`custom_constructors` section for details). An
+interactive Python session demonstrating this example is shown below:
+
+.. code-block:: python
+
+    % python
+    >>> import example
+    >>> p = example.Pet('Molly')
+    >>> print(p)
+    <example.Pet object at 0x10cd98060>
+    >>> p.getName()
+    u'Molly'
+    >>> p.setName('Charly')
+    >>> p.getName()
+    u'Charly'
+
+.. seealso::
+
+    Static member functions can be bound in the same way using
+    :func:`class_::def_static`.
+
+Keyword and default arguments
+=============================
+It is possible to specify keyword and default arguments using the syntax
+discussed in the previous chapter. Refer to the sections :ref:`keyword_args`
+and :ref:`default_args` for details.
+
+Binding lambda functions
+========================
+
+Note how ``print(p)`` produced a rather useless summary of our data structure in the example above:
+
+.. code-block:: python
+
+    >>> print(p)
+    <example.Pet object at 0x10cd98060>
+
+To address this, we could bind an utility function that returns a human-readable
+summary to the special method slot named ``__repr__``. Unfortunately, there is no
+suitable functionality in the ``Pet`` data structure, and it would be nice if
+we did not have to change it. This can easily be accomplished by binding a
+Lambda function instead:
+
+.. code-block:: cpp
+
+        py::class_<Pet>(m, "Pet")
+            .def(py::init<const std::string &>())
+            .def("setName", &Pet::setName)
+            .def("getName", &Pet::getName)
+            .def("__repr__",
+                [](const Pet &a) {
+                    return "<example.Pet named '" + a.name + "'>";
+                }
+            );
+
+Both stateless [#f1]_ and stateful lambda closures are supported by pybind11.
+With the above change, the same Python code now produces the following output:
+
+.. code-block:: python
+
+    >>> print(p)
+    <example.Pet named 'Molly'>
+
+Instance and static fields
+==========================
+
+We can also directly expose the ``name`` field using the
+:func:`class_::def_readwrite` method. A similar :func:`class_::def_readonly`
+method also exists for ``const`` fields.
+
+.. code-block:: cpp
+
+        py::class_<Pet>(m, "Pet")
+            .def(py::init<const std::string &>())
+            .def_readwrite("name", &Pet::name)
+            // ... remainder ...
+
+This makes it possible to write
+
+.. code-block:: python
+
+    >>> p = example.Pet('Molly')
+    >>> p.name
+    u'Molly'
+    >>> p.name = 'Charly'
+    >>> p.name
+    u'Charly'
+
+Now suppose that ``Pet::name`` was a private internal variable
+that can only be accessed via setters and getters.
+
+.. code-block:: cpp
+
+    class Pet {
+    public:
+        Pet(const std::string &name) : name(name) { }
+        void setName(const std::string &name_) { name = name_; }
+        const std::string &getName() const { return name; }
+    private:
+        std::string name;
+    };
+
+In this case, the method :func:`class_::def_property`
+(:func:`class_::def_property_readonly` for read-only data) can be used to
+provide a field-like interface within Python that will transparently call
+the setter and getter functions:
+
+.. code-block:: cpp
+
+        py::class_<Pet>(m, "Pet")
+            .def(py::init<const std::string &>())
+            .def_property("name", &Pet::getName, &Pet::setName)
+            // ... remainder ...
+
+.. seealso::
+
+    Similar functions :func:`class_::def_readwrite_static`,
+    :func:`class_::def_readonly_static` :func:`class_::def_property_static`,
+    and :func:`class_::def_property_readonly_static` are provided for binding
+    static variables and properties.
+
+.. _inheritance:
+
+Inheritance
+===========
+
+Suppose now that the example consists of two data structures with an
+inheritance relationship:
+
+.. code-block:: cpp
+
+    struct Pet {
+        Pet(const std::string &name) : name(name) { }
+        std::string name;
+    };
+
+    struct Dog : Pet {
+        Dog(const std::string &name) : Pet(name) { }
+        std::string bark() const { return "woof!"; }
+    };
+
+There are two different ways of indicating a hierarchical relationship to
+pybind11: the first is by specifying the C++ base class explicitly during
+construction using the ``base`` attribute:
+
+.. code-block:: cpp
+
+    py::class_<Pet>(m, "Pet")
+       .def(py::init<const std::string &>())
+       .def_readwrite("name", &Pet::name);
+
+    py::class_<Dog>(m, "Dog", py::base<Pet>() /* <- specify C++ parent type */)
+        .def(py::init<const std::string &>())
+        .def("bark", &Dog::bark);
+
+Alternatively, we can also assign a name to the previously bound ``Pet``
+:class:`class_` object and reference it when binding the ``Dog`` class:
+
+.. code-block:: cpp
+
+    py::class_<Pet> pet(m, "Pet");
+    pet.def(py::init<const std::string &>())
+       .def_readwrite("name", &Pet::name);
+
+    py::class_<Dog>(m, "Dog", pet /* <- specify Python parent type */)
+        .def(py::init<const std::string &>())
+        .def("bark", &Dog::bark);
+
+Functionality-wise, both approaches are completely equivalent. Afterwards,
+instances will expose fields and methods of both types:
+
+.. code-block:: python
+
+    >>> p = example.Dog('Molly')
+    >>> p.name
+    u'Molly'
+    >>> p.bark()
+    u'woof!'
+
+Overloaded methods
+==================
+
+Sometimes there are several overloaded C++ methods with the same name taking
+different kinds of input arguments:
+
+.. code-block:: cpp
+
+    struct Pet {
+        Pet(const std::string &name, int age) : name(name), age(age) { }
+
+        void set(int age) { age = age; }
+        void set(const std::string &name) { name = name; }
+
+        std::string name;
+        int age;
+    };
+
+Attempting to bind ``Pet::set`` will cause an error since the compiler does not
+know which method the user intended to select. We can disambiguate by casting
+them to function pointers. Binding multiple functions to the same Python name
+automatically creates a chain of function overloads that will be tried in
+sequence.
+
+.. code-block:: cpp
+
+    py::class_<Pet>(m, "Pet")
+       .def(py::init<const std::string &, int>())
+       .def("set", (void (Pet::*)(int)) &Pet::set, "Set the pet's age")
+       .def("set", (void (Pet::*)(const std::string &)) &Pet::set, "Set the pet's name");
+
+The overload signatures are also visible in the method's docstring:
+
+.. code-block:: python
+
+    >>> help(example.Pet)
+
+    class Pet(__builtin__.object)
+     |  Methods defined here:
+     |
+     |  __init__(...)
+     |      Signature : (Pet, str, int) -> NoneType
+     |
+     |  set(...)
+     |      1. Signature : (Pet, int) -> NoneType
+     |
+     |      Set the pet's age
+     |
+     |      2. Signature : (Pet, str) -> NoneType
+     |
+     |      Set the pet's name
+
+.. note::
+
+    To define multiple overloaded constructors, simply declare one after the
+    other using the ``.def(py::init<...>())`` syntax. The existing machinery
+    for specifying keyword and default arguments also works.
+
+Enumerations and internal types
+===============================
+
+Let's now suppose that the example class contains an internal enumeration type,
+e.g.:
+
+.. code-block:: cpp
+
+    struct Pet {
+        enum Kind {
+            Dog = 0,
+            Cat
+        };
+
+        Pet(const std::string &name, Kind type) : name(name), type(type) { }
+
+        std::string name;
+        Kind type;
+    };
+
+The binding code for this example looks as follows:
+
+.. code-block:: cpp
+
+    py::class_<Pet> pet(m, "Pet");
+
+    pet.def(py::init<const std::string &, Pet::Kind>())
+        .def_readwrite("name", &Pet::name)
+        .def_readwrite("type", &Pet::type);
+
+    py::enum_<Pet::Kind>(pet, "Kind")
+        .value("Dog", Pet::Kind::Dog)
+        .value("Cat", Pet::Kind::Cat)
+        .export_values();
+
+To ensure that the ``Kind`` type is created within the scope of ``Pet``, the
+``pet`` :class:`class_` instance must be supplied to the :class:`enum_`.
+constructor. The :func:`enum_::export_values` function exports the enum entries
+into the parent scope, which should be skipped for newer C++11-style strongly
+typed enums.
+
+.. code-block:: python
+
+    >>> p = Pet('Lucy', Pet.Cat)
+    >>> p.type
+    Kind.Cat
+    >>> int(p.type)
+    1L
+
+
+.. [#f1] Stateless closures are those with an empty pair of brackets ``[]`` as the capture object.

stormpy/resources/pybind11/docs/cmake.rst

@@ -0,0 +1,153 @@
+Build systems
+#############
+
+Building with setuptools
+========================
+
+For projects on PyPI, building with setuptools is the way to go. Sylvain Corlay
+has kindly provided an example project which shows how to set up everything,
+including automatic generation of documentation using Sphinx. Please refer to
+the [pbtest]_ repository.
+
+.. [pbtest] https://github.com/pybind/pbtest
+
+.. _cmake:
+
+Building with CMake
+===================
+
+For C++ codebases that already have an existing CMake-based build system, the
+following snippet should be a good starting point to create bindings across
+platforms. It assumes that the code is located in a file named
+:file:`example.cpp`, and that the pybind11 repository is located in a
+subdirectory named :file:`pybind11`.
+
+.. code-block:: cmake
+
+    cmake_minimum_required(VERSION 2.8)
+
+    project(example)
+
+    # Add a CMake parameter for choosing a desired Python version
+    set(EXAMPLE_PYTHON_VERSION "" CACHE STRING "Python version to use for compiling the example library")
+    
+    include(CheckCXXCompilerFlag)
+
+    # Set a default build configuration if none is specified. 'MinSizeRel' produces the smallest binaries
+    if(NOT CMAKE_BUILD_TYPE AND NOT CMAKE_CONFIGURATION_TYPES)
+      message(STATUS "Setting build type to 'MinSizeRel' as none was specified.")
+      set(CMAKE_BUILD_TYPE MinSizeRel CACHE STRING "Choose the type of build." FORCE)
+      set_property(CACHE CMAKE_BUILD_TYPE PROPERTY STRINGS "Debug" "Release"
+        "MinSizeRel" "RelWithDebInfo")
+    endif()
+    string(TOUPPER "${CMAKE_BUILD_TYPE}" U_CMAKE_BUILD_TYPE)
+
+    # Try to autodetect Python (can be overridden manually if needed)
+    set(Python_ADDITIONAL_VERSIONS 3.4 3.5 3.6 3.7)
+    if (NOT ${EXAMPLE_PYTHON_VERSION} STREQUAL "")
+      find_package(PythonLibs ${EXAMPLE_PYTHON_VERSION} EXACT)
+      if (NOT PythonLibs_FOUND)
+        find_package(PythonLibs ${EXAMPLE_PYTHON_VERSION} REQUIRED)
+      endif()
+    else()
+      find_package(PythonLibs REQUIRED)
+    endif()
+
+    # The above sometimes returns version numbers like "3.4.3+"; the "+" must be removed for the next lines to work
+    string(REPLACE "+" "" PYTHONLIBS_VERSION_STRING "+${PYTHONLIBS_VERSION_STRING}")
+
+    # Uncomment the following line if you will also require a matching Python interpreter
+    # find_package(PythonInterp ${PYTHONLIBS_VERSION_STRING} EXACT REQUIRED)
+
+    if (CMAKE_CXX_COMPILER_ID MATCHES "Clang" OR CMAKE_CXX_COMPILER_ID MATCHES "GNU")
+      CHECK_CXX_COMPILER_FLAG("-std=c++14" HAS_CPP14_FLAG)
+      CHECK_CXX_COMPILER_FLAG("-std=c++11" HAS_CPP11_FLAG)
+
+      if (HAS_CPP14_FLAG)
+        set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++14")
+      elseif (HAS_CPP11_FLAG)
+        set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++11")
+      else()
+        message(FATAL_ERROR "Unsupported compiler -- at least C++11 support is needed!")
+      endif()
+
+      # Enable link time optimization and set the default symbol
+      # visibility to hidden (very important to obtain small binaries)
+      if (NOT ${U_CMAKE_BUILD_TYPE} MATCHES DEBUG)
+        # Default symbol visibility
+        set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fvisibility=hidden")
+
+        # Check for Link Time Optimization support
+        CHECK_CXX_COMPILER_FLAG("-flto" HAS_LTO_FLAG)
+        if (HAS_LTO_FLAG)
+          set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -flto")
+        endif()
+      endif()
+    endif()
+
+    # Include path for Python header files
+    include_directories(${PYTHON_INCLUDE_DIR})
+
+    # Include path for pybind11 header files -- this may need to be changed depending on your setup
+    include_directories(${PROJECT_SOURCE_DIR}/pybind11/include)
+
+    # Create the binding library
+    add_library(example SHARED
+      example.cpp
+      # ... extra files go here ...
+    )
+
+    # Don't add a 'lib' prefix to the shared library
+    set_target_properties(example PROPERTIES PREFIX "")
+
+    if (WIN32)
+      if (MSVC)
+        # /bigobj is needed for bigger binding projects due to the limit to 64k
+        # addressable sections. /MP enables multithreaded builds (relevant when
+        # there are many files).
+        set_target_properties(example PROPERTIES COMPILE_FLAGS "/MP /bigobj ")
+
+        if (NOT ${U_CMAKE_BUILD_TYPE} MATCHES DEBUG)
+          # Enforce size-based optimization and link time code generation on MSVC
+          # (~30% smaller binaries in experiments).
+          set_target_properties(example APPEND_STRING PROPERTY COMPILE_FLAGS "/Os /GL ")
+          set_target_properties(example APPEND_STRING PROPERTY LINK_FLAGS "/LTCG ")
+        endif()
+      endif()
+
+      # .PYD file extension on Windows
+      set_target_properties(example PROPERTIES SUFFIX ".pyd")
+
+      # Link against the Python shared library
+      target_link_libraries(example ${PYTHON_LIBRARY})
+    elseif (UNIX)
+      # It's quite common to have multiple copies of the same Python version
+      # installed on one's system. E.g.: one copy from the OS and another copy
+      # that's statically linked into an application like Blender or Maya.
+      # If we link our plugin library against the OS Python here and import it
+      # into Blender or Maya later on, this will cause segfaults when multiple
+      # conflicting Python instances are active at the same time (even when they
+      # are of the same version).
+
+      # Windows is not affected by this issue since it handles DLL imports
+      # differently. The solution for Linux and Mac OS is simple: we just don't
+      # link against the Python library. The resulting shared library will have
+      # missing symbols, but that's perfectly fine -- they will be resolved at
+      # import time.
+
+      # .SO file extension on Linux/Mac OS
+      set_target_properties(example PROPERTIES SUFFIX ".so")
+
+      # Strip unnecessary sections of the binary on Linux/Mac OS
+      if(APPLE)
+        set_target_properties(example PROPERTIES MACOSX_RPATH ".")
+        set_target_properties(example PROPERTIES LINK_FLAGS "-undefined dynamic_lookup ")
+        if (NOT ${U_CMAKE_BUILD_TYPE} MATCHES DEBUG)
+          add_custom_command(TARGET example POST_BUILD COMMAND strip -u -r ${PROJECT_BINARY_DIR}/example.so)
+        endif()
+      else()
+        if (NOT ${U_CMAKE_BUILD_TYPE} MATCHES DEBUG)
+          add_custom_command(TARGET example POST_BUILD COMMAND strip ${PROJECT_BINARY_DIR}/example.so)
+        endif()
+      endif()
+    endif()

stormpy/resources/pybind11/docs/conf.py

@@ -0,0 +1,308 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+#
+# pybind11 documentation build configuration file, created by
+# sphinx-quickstart on Sun Oct 11 19:23:48 2015.
+#
+# This file is execfile()d with the current directory set to its
+# containing dir.
+#
+# Note that not all possible configuration values are present in this
+# autogenerated file.
+#
+# All configuration values have a default; values that are commented out
+# serve to show the default.
+
+import sys
+import os
+import shlex
+
+# If extensions (or modules to document with autodoc) are in another directory,
+# add these directories to sys.path here. If the directory is relative to the
+# documentation root, use os.path.abspath to make it absolute, like shown here.
+#sys.path.insert(0, os.path.abspath('.'))
+
+# -- General configuration ------------------------------------------------
+
+# If your documentation needs a minimal Sphinx version, state it here.
+#needs_sphinx = '1.0'
+
+# Add any Sphinx extension module names here, as strings. They can be
+# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
+# ones.
+extensions = []
+
+# Add any paths that contain templates here, relative to this directory.
+templates_path = ['.templates']
+
+# The suffix(es) of source filenames.
+# You can specify multiple suffix as a list of string:
+# source_suffix = ['.rst', '.md']
+source_suffix = '.rst'
+
+# The encoding of source files.
+#source_encoding = 'utf-8-sig'
+
+# The master toctree document.
+master_doc = 'index'
+
+# General information about the project.
+project = 'pybind11'
+copyright = '2015, Wenzel Jakob'
+author = 'Wenzel Jakob'
+
+# The version info for the project you're documenting, acts as replacement for
+# |version| and |release|, also used in various other places throughout the
+# built documents.
+#
+# The short X.Y version.
+version = '1.0'
+# The full version, including alpha/beta/rc tags.
+release = '1.0'
+
+# The language for content autogenerated by Sphinx. Refer to documentation
+# for a list of supported languages.
+#
+# This is also used if you do content translation via gettext catalogs.
+# Usually you set "language" from the command line for these cases.
+language = None
+
+# There are two options for replacing |today|: either, you set today to some
+# non-false value, then it is used:
+#today = ''
+# Else, today_fmt is used as the format for a strftime call.
+#today_fmt = '%B %d, %Y'
+
+# List of patterns, relative to source directory, that match files and
+# directories to ignore when looking for source files.
+exclude_patterns = ['.build']
+
+# The reST default role (used for this markup: `text`) to use for all
+# documents.
+#default_role = None
+
+# If true, '()' will be appended to :func: etc. cross-reference text.
+#add_function_parentheses = True
+
+# If true, the current module name will be prepended to all description
+# unit titles (such as .. function::).
+#add_module_names = True
+
+# If true, sectionauthor and moduleauthor directives will be shown in the
+# output. They are ignored by default.
+#show_authors = False
+
+# The name of the Pygments (syntax highlighting) style to use.
+#pygments_style = 'monokai'
+
+# A list of ignored prefixes for module index sorting.
+#modindex_common_prefix = []
+
+# If true, keep warnings as "system message" paragraphs in the built documents.
+#keep_warnings = False
+
+# If true, `todo` and `todoList` produce output, else they produce nothing.
+todo_include_todos = False
+
+
+# -- Options for HTML output ----------------------------------------------
+
+# The theme to use for HTML and HTML Help pages.  See the documentation for
+# a list of builtin themes.
+
+on_rtd = os.environ.get('READTHEDOCS', None) == 'True'
+
+if not on_rtd:  # only import and set the theme if we're building docs locally
+    import sphinx_rtd_theme
+    html_theme = 'sphinx_rtd_theme'
+    html_theme_path = [sphinx_rtd_theme.get_html_theme_path()]
+
+    html_context = {
+        'css_files': [
+            '_static/theme_overrides.css'
+        ]
+    }
+else:
+    html_context = {
+        'css_files': [
+            '//media.readthedocs.org/css/sphinx_rtd_theme.css',            
+            '//media.readthedocs.org/css/readthedocs-doc-embed.css',    
+            '_static/theme_overrides.css'
+        ]
+    }
+
+# Theme options are theme-specific and customize the look and feel of a theme
+# further.  For a list of options available for each theme, see the
+# documentation.
+#html_theme_options = {}
+
+# Add any paths that contain custom themes here, relative to this directory.
+#html_theme_path = []
+
+# The name for this set of Sphinx documents.  If None, it defaults to
+# "<project> v<release> documentation".
+#html_title = None
+
+# A shorter title for the navigation bar.  Default is the same as html_title.
+#html_short_title = None
+
+# The name of an image file (relative to this directory) to place at the top
+# of the sidebar.
+#html_logo = None
+
+# The name of an image file (within the static path) to use as favicon of the
+# docs.  This file should be a Windows icon file (.ico) being 16x16 or 32x32
+# pixels large.
+#html_favicon = None
+
+# Add any paths that contain custom static files (such as style sheets) here,
+# relative to this directory. They are copied after the builtin static files,
+# so a file named "default.css" will overwrite the builtin "default.css".
+html_static_path = ['.static']
+
+# Add any extra paths that contain custom files (such as robots.txt or
+# .htaccess) here, relative to this directory. These files are copied
+# directly to the root of the documentation.
+#html_extra_path = []
+
+# If not '', a 'Last updated on:' timestamp is inserted at every page bottom,
+# using the given strftime format.
+#html_last_updated_fmt = '%b %d, %Y'
+
+# If true, SmartyPants will be used to convert quotes and dashes to
+# typographically correct entities.
+#html_use_smartypants = True
+
+# Custom sidebar templates, maps document names to template names.
+#html_sidebars = {}
+
+# Additional templates that should be rendered to pages, maps page names to
+# template names.
+#html_additional_pages = {}
+
+# If false, no module index is generated.
+#html_domain_indices = True
+
+# If false, no index is generated.
+#html_use_index = True
+
+# If true, the index is split into individual pages for each letter.
+#html_split_index = False
+
+# If true, links to the reST sources are added to the pages.
+#html_show_sourcelink = True
+
+# If true, "Created using Sphinx" is shown in the HTML footer. Default is True.
+#html_show_sphinx = True
+
+# If true, "(C) Copyright ..." is shown in the HTML footer. Default is True.
+#html_show_copyright = True
+
+# If true, an OpenSearch description file will be output, and all pages will
+# contain a <link> tag referring to it.  The value of this option must be the
+# base URL from which the finished HTML is served.
+#html_use_opensearch = ''
+
+# This is the file name suffix for HTML files (e.g. ".xhtml").
+#html_file_suffix = None
+
+# Language to be used for generating the HTML full-text search index.
+# Sphinx supports the following languages:
+#   'da', 'de', 'en', 'es', 'fi', 'fr', 'h', 'it', 'ja'
+#   'nl', 'no', 'pt', 'ro', 'r', 'sv', 'tr'
+#html_search_language = 'en'
+
+# A dictionary with options for the search language support, empty by default.
+# Now only 'ja' uses this config value
+#html_search_options = {'type': 'default'}
+
+# The name of a javascript file (relative to the configuration directory) that
+# implements a search results scorer. If empty, the default will be used.
+#html_search_scorer = 'scorer.js'
+
+# Output file base name for HTML help builder.
+htmlhelp_basename = 'pybind11doc'
+
+# -- Options for LaTeX output ---------------------------------------------
+
+latex_elements = {
+# The paper size ('letterpaper' or 'a4paper').
+#'papersize': 'letterpaper',
+
+# The font size ('10pt', '11pt' or '12pt').
+#'pointsize': '10pt',
+
+# Additional stuff for the LaTeX preamble.
+#'preamble': '',
+
+# Latex figure (float) alignment
+#'figure_align': 'htbp',
+}
+
+# Grouping the document tree into LaTeX files. List of tuples
+# (source start file, target name, title,
+#  author, documentclass [howto, manual, or own class]).
+latex_documents = [
+  (master_doc, 'pybind11.tex', 'pybind11 Documentation',
+   'Wenzel Jakob', 'manual'),
+]
+
+# The name of an image file (relative to this directory) to place at the top of
+# the title page.
+#latex_logo = None
+
+# For "manual" documents, if this is true, then toplevel headings are parts,
+# not chapters.
+#latex_use_parts = False
+
+# If true, show page references after internal links.
+#latex_show_pagerefs = False
+
+# If true, show URL addresses after external links.
+#latex_show_urls = False
+
+# Documents to append as an appendix to all manuals.
+#latex_appendices = []
+
+# If false, no module index is generated.
+#latex_domain_indices = True
+
+
+# -- Options for manual page output ---------------------------------------
+
+# One entry per manual page. List of tuples
+# (source start file, name, description, authors, manual section).
+man_pages = [
+    (master_doc, 'pybind11', 'pybind11 Documentation',
+     [author], 1)
+]
+
+# If true, show URL addresses after external links.
+#man_show_urls = False
+
+
+# -- Options for Texinfo output -------------------------------------------
+
+# Grouping the document tree into Texinfo files. List of tuples
+# (source start file, target name, title, author,
+#  dir menu entry, description, category)
+texinfo_documents = [
+  (master_doc, 'pybind11', 'pybind11 Documentation',
+   author, 'pybind11', 'One line description of project.',
+   'Miscellaneous'),
+]
+
+# Documents to append as an appendix to all manuals.
+#texinfo_appendices = []
+
+# If false, no module index is generated.
+#texinfo_domain_indices = True
+
+# How to display URL addresses: 'footnote', 'no', or 'inline'.
+#texinfo_show_urls = 'footnote'
+
+# If true, do not generate a @detailmenu in the "Top" node's menu.
+#texinfo_no_detailmenu = False
+
+primary_domain = 'cpp'
+highlight_language = 'cpp'

stormpy/resources/pybind11/docs/faq.rst

@@ -0,0 +1,99 @@
+Frequently asked questions
+##########################
+
+(under construction)
+
+ImportError: dynamic module does not define init function
+=========================================================
+
+1. Make sure that the name specified in ``pybind::module`` and
+   ``PYBIND11_PLUGIN`` is consistent and identical to the filename of the
+   extension library. The latter should not contain any extra prefixes (e.g.
+   ``test.so`` instead of ``libtest.so``).
+
+2. If the above did not fix your issue, then you are likely using an
+   incompatible version of Python (for instance, the extension library was
+   compiled against Python 2, while the interpreter is running on top of some
+   version of Python 3)
+
+Limitations involving reference arguments
+=========================================
+
+In C++, it's fairly common to pass arguments using mutable references or
+mutable pointers, which allows both read and write access to the value
+supplied by the caller. This is sometimes done for efficiency reasons, or to
+realize functions that have multiple return values. Here are two very basic
+examples:
+
+.. code-block:: cpp
+
+    void increment(int &i) { i++; }
+    void increment_ptr(int *i) { (*i)++; }
+
+In Python, all arguments are passed by reference, so there is no general
+issue in binding such code from Python.
+
+However, certain basic Python types (like ``str``, ``int``, ``bool``,
+``float``, etc.) are **immutable**. This means that the following attempt
+to port the function to Python doesn't have the same effect on the value
+provided by the caller -- in fact, it does nothing at all.
+
+.. code-block:: python
+
+    def increment(i):
+        i += 1 # nope..
+
+pybind11 is also affected by such language-level conventions, which means that
+binding ``increment`` or ``increment_ptr`` will also create Python functions
+that don't modify their arguments.
+
+Although inconvenient, one workaround is to encapsulate the immutable types in
+a custom type that does allow modifications.
+
+An other alternative involves binding a small wrapper lambda function that
+returns a tuple with all output arguments (see the remainder of the
+documentation for examples on binding lambda functions). An example:
+
+.. code-block:: cpp
+
+    int foo(int &i) { i++; return 123; }
+
+and the binding code
+
+.. code-block:: cpp
+
+   m.def("foo", [](int i) { int rv = foo(i); return std::make_tuple(rv, i); });
+
+CMake doesn't detect the right Python version, or it finds mismatched interpreter and library versions
+======================================================================================================
+
+The Python detection logic of CMake is flawed and can sometimes fail to find
+the desired Python version, or it chooses mismatched interpreter and library
+versions. A longer discussion is available on the pybind11 issue tracker
+[#f1]_, though this is ultimately not a pybind11 issue.
+
+To force the build system to choose a particular version, delete CMakeCache.txt
+and then invoke CMake as follows:
+
+.. code-block:: bash
+
+    cmake -DPYTHON_EXECUTABLE:FILEPATH=<...> \
+          -DPYTHON_LIBRARY:FILEPATH=<...>  \
+          -DPYTHON_INCLUDE_DIR:PATH=<...> .
+
+.. [#f1] http://github.com/pybind/pybind11/issues/99
+
+Working with ancient Visual Studio 2009 builds on Windows
+=========================================================
+
+The official Windows distributions of Python are compiled using truly
+ancient versions of Visual Studio that lack good C++11 support. Some users
+implicitly assume that it would be impossible to load a plugin built with
+Visual Studio 2015 into a Python distribution that was compiled using Visual
+Studio 2009. However, no such issue exists: it's perfectly legitimate to
+interface DLLs that are built with different compilers and/or C libraries.
+Common gotchas to watch out for involve not ``free()``-ing memory region
+that that were ``malloc()``-ed in another shared library, using data
+structures with incompatible ABIs, and so on. pybind11 is very careful not
+to make these types of mistakes.
+

stormpy/resources/pybind11/docs/index.rst

@@ -0,0 +1,20 @@
+.. image:: pybind11-logo.png
+
+pybind11 --- Seamless operability between C++11 and Python
+==========================================================
+
+Contents:
+
+.. toctree::
+   :maxdepth: 2
+
+   intro
+   basics
+   classes
+   advanced
+   cmake
+   benchmark
+   limitations
+   faq
+   reference
+   changelog

stormpy/resources/pybind11/docs/intro.rst

@@ -0,0 +1,87 @@
+.. image:: pybind11-logo.png
+
+About this project
+==================
+**pybind11** is a lightweight header-only library that exposes C++ types in Python
+and vice versa, mainly to create Python bindings of existing C++ code. Its
+goals and syntax are similar to the excellent `Boost.Python`_ library by David
+Abrahams: to minimize boilerplate code in traditional extension modules by
+inferring type information using compile-time introspection.
+
+.. _Boost.Python: http://www.boost.org/doc/libs/release/libs/python/doc/index.html
+
+The main issue with Boost.Python—and the reason for creating such a similar
+project—is Boost. Boost is an enormously large and complex suite of utility
+libraries that works with almost every C++ compiler in existence. This
+compatibility has its cost: arcane template tricks and workarounds are
+necessary to support the oldest and buggiest of compiler specimens. Now that
+C++11-compatible compilers are widely available, this heavy machinery has
+become an excessively large and unnecessary dependency.
+
+Think of this library as a tiny self-contained version of Boost.Python with
+everything stripped away that isn't relevant for binding generation. Without
+comments, the core header files only require ~2.5K lines of code and depend on
+Python (2.7 or 3.x) and the C++ standard library. This compact implementation
+was possible thanks to some of the new C++11 language features (specifically:
+tuples, lambda functions and variadic templates). Since its creation, this
+library has grown beyond Boost.Python in many ways, leading to dramatically
+simpler binding code in many common situations.
+
+Core features
+*************
+The following core C++ features can be mapped to Python
+
+- Functions accepting and returning custom data structures per value, reference, or pointer
+- Instance methods and static methods
+- Overloaded functions
+- Instance attributes and static attributes
+- Exceptions
+- Enumerations
+- Iterators and ranges
+- Callbacks
+- Custom operators
+- STL data structures
+- Smart pointers with reference counting like ``std::shared_ptr``
+- Internal references with correct reference counting
+- C++ classes with virtual (and pure virtual) methods can be extended in Python
+
+Goodies
+*******
+In addition to the core functionality, pybind11 provides some extra goodies:
+
+- It is possible to bind C++11 lambda functions with captured variables. The
+  lambda capture data is stored inside the resulting Python function object.
+
+- pybind11 uses C++11 move constructors and move assignment operators whenever
+  possible to efficiently transfer custom data types.
+
+- It's easy to expose the internal storage of custom data types through
+  Pythons' buffer protocols. This is handy e.g. for fast conversion between
+  C++ matrix classes like Eigen and NumPy without expensive copy operations.
+
+- pybind11 can automatically vectorize functions so that they are transparently
+  applied to all entries of one or more NumPy array arguments.
+
+- Python's slice-based access and assignment operations can be supported with
+  just a few lines of code.
+
+- Everything is contained in just a few header files; there is no need to link
+  against any additional libraries.
+
+- Binaries are generally smaller by a factor of 2 or more compared to
+  equivalent bindings generated by Boost.Python.
+
+- When supported by the compiler, two new C++14 features (relaxed constexpr and
+  return value deduction) are used to precompute function signatures at compile
+  time, leading to smaller binaries.
+
+- With little extra effort, C++ types can be pickled and unpickled similar to
+  regular Python objects.
+
+Supported compilers
+*******************
+
+1. Clang/LLVM (any non-ancient version with C++11 support)
+2. GCC (any non-ancient version with C++11 support)
+3. Microsoft Visual Studio 2015 or newer
+4. Intel C++ compiler v15 or newer

stormpy/resources/pybind11/docs/limitations.rst

@@ -0,0 +1,19 @@
+Limitations
+###########
+
+pybind11 strives to be a general solution to binding generation, but it also has
+certain limitations:
+
+- pybind11 casts away ``const``-ness in function arguments and return values.
+  This is in line with the Python language, which has no concept of ``const``
+  values. This means that some additional care is needed to avoid bugs that
+  would be caught by the type checker in a traditional C++ program.
+
+- Multiple inheritance relationships on the C++ side cannot be mapped to
+  Python.
+
+Both of these features could be implemented but would lead to a significant
+increase in complexity. I've decided to draw the line here to keep this project
+simple and compact. Users who absolutely require these features are encouraged
+to fork pybind11.
+

stormpy/resources/pybind11/docs/pybind11_vs_boost_python1.svg

@@ -0,0 +1,427 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="468pt" height="252pt" viewBox="0 0 468 252" version="1.1">
+<defs>
+<g>
+<symbol overflow="visible" id="glyph0-0">
+<path style="stroke:none;" d=""/>
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stormpy/resources/pybind11/docs/reference.rst

@@ -0,0 +1,246 @@
+.. _reference:
+
+.. warning::
+
+    Please be advised that the reference documentation discussing pybind11
+    internals is currently incomplete. Please refer to the previous sections
+    and the pybind11 header files for the nitty gritty details.
+
+Reference
+#########
+
+Macros
+======
+
+.. function:: PYBIND11_PLUGIN(const char *name)
+
+    This macro creates the entry point that will be invoked when the Python
+    interpreter imports a plugin library. Please create a
+    :class:`module` in the function body and return the pointer to its
+    underlying Python object at the end.
+
+    .. code-block:: cpp
+
+        PYBIND11_PLUGIN(example) {
+            pybind11::module m("example", "pybind11 example plugin");
+            /// Set up bindings here
+            return m.ptr();
+        }
+
+.. _core_types:
+
+Convenience classes for arbitrary Python types
+==============================================
+
+Without reference counting
+--------------------------
+
+.. class:: handle
+
+    The :class:`handle` class is a thin wrapper around an arbitrary Python
+    object (i.e. a ``PyObject *`` in Python's C API). It does not perform any
+    automatic reference counting and merely provides a basic C++ interface to
+    various Python API functions.
+
+.. seealso::
+
+    The :class:`object` class inherits from :class:`handle` and adds automatic
+    reference counting features.
+
+.. function:: handle::handle()
+
+    The default constructor creates a handle with a ``nullptr``-valued pointer.
+
+.. function:: handle::handle(const handle&)
+
+    Copy constructor
+
+.. function:: handle::handle(PyObject *)
+
+    Creates a :class:`handle` from the given raw Python object pointer.
+
+.. function:: PyObject * handle::ptr() const
+
+    Return the ``PyObject *`` underlying a :class:`handle`.
+
+.. function:: const handle& handle::inc_ref() const
+
+    Manually increase the reference count of the Python object. Usually, it is
+    preferable to use the :class:`object` class which derives from
+    :class:`handle` and calls this function automatically. Returns a reference
+    to itself.
+
+.. function:: const handle& handle::dec_ref() const
+
+    Manually decrease the reference count of the Python object. Usually, it is
+    preferable to use the :class:`object` class which derives from
+    :class:`handle` and calls this function automatically. Returns a reference
+    to itself.
+
+.. function:: void handle::ref_count() const
+
+    Return the object's current reference count
+
+.. function:: handle handle::get_type() const
+
+    Return a handle to the Python type object underlying the instance
+
+.. function detail::accessor handle::operator[](handle key) const
+
+    Return an internal functor to invoke the object's sequence protocol.
+    Casting the returned ``detail::accessor`` instance to a :class:`handle` or
+    :class:`object` subclass causes a corresponding call to ``__getitem__``.
+    Assigning a :class:`handle` or :class:`object` subclass causes a call to
+    ``__setitem__``.
+
+.. function detail::accessor handle::operator[](const char *key) const
+
+    See the above function (the only difference is that they key is provided as
+    a string literal).
+
+.. function detail::accessor handle::attr(handle key) const
+
+    Return an internal functor to access the object's attributes.
+    Casting the returned ``detail::accessor`` instance to a :class:`handle` or
+    :class:`object` subclass causes a corresponding call to ``__getattr``.
+    Assigning a :class:`handle` or :class:`object` subclass causes a call to
+    ``__setattr``.
+
+.. function detail::accessor handle::attr(const char *key) const
+
+    See the above function (the only difference is that they key is provided as
+    a string literal).
+
+.. function operator handle::bool() const
+
+    Return ``true`` when the :class:`handle` wraps a valid Python object.
+
+.. function str handle::str() const
+
+    Return a string representation of the object. This is analogous to
+    the ``str()`` function in Python.
+
+.. function:: template <typename T> T handle::cast() const
+
+    Attempt to cast the Python object into the given C++ type. A
+    :class:`cast_error` will be throw upon failure.
+
+.. function:: template <typename ... Args> object handle::call(Args&&... args) const
+
+    Assuming the Python object is a function or implements the ``__call__``
+    protocol, ``call()`` invokes the underlying function, passing an arbitrary
+    set of parameters. The result is returned as a :class:`object` and may need
+    to be converted back into a Python object using :func:`handle::cast`.
+
+    When some of the arguments cannot be converted to Python objects, the
+    function will throw a :class:`cast_error` exception. When the Python
+    function call fails, a :class:`error_already_set` exception is thrown.
+
+With reference counting
+-----------------------
+
+.. class:: object : public handle
+
+    Like :class:`handle`, the object class is a thin wrapper around an
+    arbitrary Python object (i.e. a ``PyObject *`` in Python's C API). In
+    contrast to :class:`handle`, it optionally increases the object's reference
+    count upon construction, and it *always* decreases the reference count when
+    the :class:`object` instance goes out of scope and is destructed. When
+    using :class:`object` instances consistently, it is much easier to get
+    reference counting right at the first attempt.
+
+.. function:: object::object(const object &o)
+
+    Copy constructor; always increases the reference count
+
+.. function:: object::object(const handle &h, bool borrowed)
+
+    Creates a :class:`object` from the given :class:`handle`. The reference
+    count is only increased if the ``borrowed`` parameter is set to ``true``.
+
+.. function:: object::object(PyObject *ptr, bool borrowed)
+
+    Creates a :class:`object` from the given raw Python object pointer. The
+    reference  count is only increased if the ``borrowed`` parameter is set to
+    ``true``.
+
+.. function:: object::object(object &&other)
+
+    Move constructor; steals the object from ``other`` and preserves its
+    reference count.
+
+.. function:: handle object::release()
+
+    Resets the internal pointer to ``nullptr`` without without decreasing the
+    object's reference count. The function returns a raw handle to the original
+    Python object.
+
+.. function:: object::~object()
+
+    Destructor, which automatically calls :func:`handle::dec_ref()`.
+
+Convenience classes for specific Python types
+=============================================
+
+
+.. class:: module : public object
+
+.. function:: module::module(const char *name, const char *doc = nullptr)
+
+    Create a new top-level Python module with the given name and docstring
+
+.. function:: module module::def_submodule(const char *name, const char *doc = nullptr)
+
+    Create and return a new Python submodule with the given name and docstring.
+    This also works recursively, i.e.
+
+    .. code-block:: cpp
+
+        pybind11::module m("example", "pybind11 example plugin");
+        pybind11::module m2 = m.def_submodule("sub", "A submodule of 'example'");
+        pybind11::module m3 = m2.def_submodule("subsub", "A submodule of 'example.sub'");
+
+.. cpp:function:: template <typename Func, typename ... Extra> module& module::def(const char *name, Func && f, Extra && ... extra)
+
+    Create Python binding for a new function within the module scope. ``Func``
+    can be a plain C++ function, a function pointer, or a lambda function. For
+    details on the ``Extra&& ... extra`` argument, see section :ref:`extras`.
+
+.. _extras:
+
+Passing extra arguments to the def function
+===========================================
+
+.. class:: arg
+
+.. function:: arg::arg(const char *name)
+
+.. function:: template <typename T> arg_t<T> arg::operator=(const T &value)
+
+.. class:: template <typename T> arg_t<T> : public arg
+
+    Represents a named argument with a default value
+
+.. class:: sibling
+
+    Used to specify a handle to an existing sibling function; used internally
+    to implement function overloading in :func:`module::def` and
+    :func:`class_::def`.
+
+.. function:: sibling::sibling(handle handle)
+
+.. class doc
+
+    This is class is internally used by pybind11.
+
+.. function:: doc::doc(const char *value)
+
+    Create a new docstring with the specified value
+
+.. class name
+
+    This is class is internally used by pybind11.
+
+.. function:: name::name(const char *value)
+
+    Used to specify the function name

stormpy/resources/pybind11/docs/release.rst

@@ -0,0 +1,21 @@
+To release a new version of pybind11:
+
+- Update the version number and push to pypi
+    - Update ``pybind11/_version.py`` (set release version, remove 'dev')
+    - ``git add`` and ``git commit``.
+    - ``python setup.py sdist upload``.
+    - ``python setup.py bdist_wheel upload``.
+    - Tag release date in ``doc/changelog.rst``.
+- Tag the commit and push to anaconda.org
+    - ``git tag -a X.X -m '[Release comment]'``.
+    - ``conda-build conda.recipe --output``
+      This should ouput the path of the generated tar.bz2 for the package
+    - ``conda-convert --platform all [path/to/tar.bz2] -o .``
+    - ``for i in *-32/* *-64/*; do anaconda upload -u pybind $i; done``
+- Get back to work
+    - Update ``_version.py`` (add 'dev' and increment minor).
+    - Update version macros in ``include/pybind11/common.h``
+    - ``git add`` and ``git commit``. ``git push``. ``git push --tags``.
+
+The remote for the last ``git push --tags`` should be the main repository for
+pybind11.

stormpy/resources/pybind11/example/example.cpp

@@ -0,0 +1,52 @@
+/*
+    example/example.cpp -- pybind example plugin
+
+    Copyright (c) 2015 Wenzel Jakob <wenzel@inf.ethz.ch>
+
+    All rights reserved. Use of this source code is governed by a
+    BSD-style license that can be found in the LICENSE file.
+*/
+
+#include "example.h"
+
+void init_ex1(py::module &);
+void init_ex2(py::module &);
+void init_ex3(py::module &);
+void init_ex4(py::module &);
+void init_ex5(py::module &);
+void init_ex6(py::module &);
+void init_ex7(py::module &);
+void init_ex8(py::module &);
+void init_ex9(py::module &);
+void init_ex10(py::module &);
+void init_ex11(py::module &);
+void init_ex12(py::module &);
+void init_ex13(py::module &);
+void init_ex14(py::module &);
+void init_ex15(py::module &);
+void init_ex16(py::module &);
+void init_issues(py::module &);
+
+PYBIND11_PLUGIN(example) {
+    py::module m("example", "pybind example plugin");
+
+    init_ex1(m);
+    init_ex2(m);
+    init_ex3(m);
+    init_ex4(m);
+    init_ex5(m);
+    init_ex6(m);
+    init_ex7(m);
+    init_ex8(m);
+    init_ex9(m);
+    init_ex10(m);
+    init_ex11(m);
+    init_ex12(m);
+    init_ex13(m);
+    init_ex14(m);
+    init_ex15(m);
+    init_ex16(m);
+    init_issues(m);
+
+    return m.ptr();
+}

stormpy/resources/pybind11/example/example.h

@@ -0,0 +1,7 @@
+#include <pybind11/pybind11.h>
+#include <iostream>
+
+using std::cout;
+using std::endl;
+
+namespace py = pybind11;

stormpy/resources/pybind11/example/example1.cpp

@@ -0,0 +1,92 @@
+/*
+    example/example1.cpp -- constructors, deconstructors, attribute access,
+    __str__, argument and return value conventions
+
+    Copyright (c) 2015 Wenzel Jakob <wenzel@inf.ethz.ch>
+
+    All rights reserved. Use of this source code is governed by a
+    BSD-style license that can be found in the LICENSE file.
+*/
+
+#include "example.h"
+
+class Example1 {
+public:
+    Example1() {
+        cout << "Called Example1 default constructor.." << endl;
+    }
+    Example1(int value) : value(value) {
+        cout << "Called Example1 constructor with value " << value << ".." << endl;
+    }
+    Example1(const Example1 &e) : value(e.value) {
+        cout << "Called Example1 copy constructor with value " << value << ".." << endl;
+    }
+    Example1(Example1 &&e) : value(e.value) {
+        cout << "Called Example1 move constructor with value " << value << ".." << endl;
+        e.value = 0;
+    }
+    ~Example1() {
+        cout << "Called Example1 destructor (" << value << ")" << endl;
+    }
+    std::string toString() {
+        return "Example1[value=" + std::to_string(value) + "]";
+    }
+
+    void operator=(const Example1 &e) { cout << "Assignment operator" << endl; value = e.value; }
+    void operator=(Example1 &&e) { cout << "Move assignment operator" << endl; value = e.value; e.value = 0;}
+
+    void add1(Example1 other) { value += other.value; }           // passing by value
+    void add2(Example1 &other) { value += other.value; }          // passing by reference
+    void add3(const Example1 &other) { value += other.value; }    // passing by const reference
+    void add4(Example1 *other) { value += other->value; }         // passing by pointer
+    void add5(const Example1 *other) { value += other->value; }   // passing by const pointer
+
+    void add6(int other) { value += other; }                      // passing by value
+    void add7(int &other) { value += other; }                     // passing by reference
+    void add8(const int &other) { value += other; }               // passing by const reference
+    void add9(int *other) { value += *other; }                    // passing by pointer
+    void add10(const int *other) { value += *other; }             // passing by const pointer
+
+    Example1 self1() { return *this; }                            // return by value
+    Example1 &self2() { return *this; }                           // return by reference
+    const Example1 &self3() { return *this; }                     // return by const reference
+    Example1 *self4() { return this; }                            // return by pointer
+    const Example1 *self5() { return this; }                      // return by const pointer
+
+    int internal1() { return value; }                             // return by value
+    int &internal2() { return value; }                            // return by reference
+    const int &internal3() { return value; }                      // return by const reference
+    int *internal4() { return &value; }                           // return by pointer
+    const int *internal5() { return &value; }                     // return by const pointer
+
+    int value = 0;
+};
+
+void init_ex1(py::module &m) {
+    py::class_<Example1>(m, "Example1")
+        .def(py::init<>())
+        .def(py::init<int>())
+        .def(py::init<const Example1&>())
+        .def("add1", &Example1::add1)
+        .def("add2", &Example1::add2)
+        .def("add3", &Example1::add3)
+        .def("add4", &Example1::add4)
+        .def("add5", &Example1::add5)
+        .def("add6", &Example1::add6)
+        .def("add7", &Example1::add7)
+        .def("add8", &Example1::add8)
+        .def("add9", &Example1::add9)
+        .def("add10", &Example1::add10)
+        .def("self1", &Example1::self1)
+        .def("self2", &Example1::self2)
+        .def("self3", &Example1::self3)
+        .def("self4", &Example1::self4)
+        .def("self5", &Example1::self5)
+        .def("internal1", &Example1::internal1)
+        .def("internal2", &Example1::internal2)
+        .def("internal3", &Example1::internal3)
+        .def("internal4", &Example1::internal4)
+        .def("internal5", &Example1::internal5)
+        .def("__str__", &Example1::toString)
+        .def_readwrite("value", &Example1::value);
+}

stormpy/resources/pybind11/example/example1.py

@@ -0,0 +1,37 @@
+#!/usr/bin/env python
+from __future__ import print_function
+import sys
+sys.path.append('.')
+
+from example import Example1
+
+instance1 = Example1()
+instance2 = Example1(32)
+instance1.add1(instance2)
+instance1.add2(instance2)
+instance1.add3(instance2)
+instance1.add4(instance2)
+instance1.add5(instance2)
+instance1.add6(32)
+instance1.add7(32)
+instance1.add8(32)
+instance1.add9(32)
+instance1.add10(32)
+
+print("Instance 1: " + str(instance1))
+print("Instance 2: " + str(instance2))
+
+print(instance1.self1())
+print(instance1.self2())
+print(instance1.self3())
+print(instance1.self4())
+print(instance1.self5())
+print(instance1.internal1())
+print(instance1.internal2())
+print(instance1.internal3())
+print(instance1.internal4())
+print(instance1.internal5())
+
+print("Instance 1, direct access = %i" % instance1.value)
+instance1.value = 100
+print("Instance 1: " + str(instance1))

stormpy/resources/pybind11/example/example1.ref

@@ -0,0 +1,26 @@
+Called Example1 default constructor..
+Called Example1 constructor with value 32..
+Called Example1 copy constructor with value 32..
+Called Example1 copy constructor with value 32..
+Called Example1 destructor (32)
+Called Example1 destructor (32)
+Instance 1: Example1[value=320]
+Instance 2: Example1[value=32]
+Called Example1 copy constructor with value 320..
+Called Example1 copy constructor with value 320..
+Called Example1 destructor (320)
+Example1[value=320]
+Called Example1 destructor (320)
+Example1[value=320]
+Example1[value=320]
+Example1[value=320]
+Example1[value=320]
+320
+320
+320
+320
+320
+Instance 1, direct access = 320
+Instance 1: Example1[value=100]
+Called Example1 destructor (32)
+Called Example1 destructor (100)

stormpy/resources/pybind11/example/example10.cpp

@@ -0,0 +1,36 @@
+/*
+    example/example10.cpp -- auto-vectorize functions over NumPy array
+    arguments
+
+    Copyright (c) 2015 Wenzel Jakob <wenzel@inf.ethz.ch>
+
+    All rights reserved. Use of this source code is governed by a
+    BSD-style license that can be found in the LICENSE file.
+*/
+
+#include "example.h"
+#include <pybind11/numpy.h>
+
+double my_func(int x, float y, double z) {
+    std::cout << "my_func(x:int=" << x << ", y:float=" << y << ", z:float=" << z << ")" << std::endl;
+    return x*y*z;
+}
+
+std::complex<double> my_func3(std::complex<double> c) {
+    return c * std::complex<double>(2.f);
+}
+
+void init_ex10(py::module &m) {
+    // Vectorize all arguments of a function (though non-vector arguments are also allowed)
+    m.def("vectorized_func", py::vectorize(my_func));
+
+    // Vectorize a lambda function with a capture object (e.g. to exclude some arguments from the vectorization)
+    m.def("vectorized_func2",
+        [](py::array_t<int> x, py::array_t<float> y, float z) {
+            return py::vectorize([z](int x, float y) { return my_func(x, y, z); })(x, y);
+        }
+    );
+
+    // Vectorize a complex-valued function
+    m.def("vectorized_func3", py::vectorize(my_func3));
+}

stormpy/resources/pybind11/example/example10.py

@@ -0,0 +1,29 @@
+#!/usr/bin/env python
+from __future__ import print_function
+import sys
+sys.path.append('.')
+
+import example
+try:
+    import numpy as np
+except ImportError:
+    print('NumPy missing')
+    exit(0)
+
+from example import vectorized_func
+from example import vectorized_func2
+from example import vectorized_func3
+
+print(vectorized_func3(np.array(3+7j)))
+
+for f in [vectorized_func, vectorized_func2]:
+    print(f(1, 2, 3))
+    print(f(np.array(1), np.array(2), 3))
+    print(f(np.array([1, 3]), np.array([2, 4]), 3))
+    print(f(np.array([[1, 3, 5], [7, 9, 11]]), np.array([[2, 4, 6], [8, 10, 12]]), 3))
+    print(np.array([[1, 3, 5], [7, 9, 11]])* np.array([[2, 4, 6], [8, 10, 12]])*3)
+    print(f(np.array([[1, 2, 3], [4, 5, 6]]), np.array([2, 3, 4]), 2))
+    print(np.array([[1, 2, 3], [4, 5, 6]])* np.array([2, 3, 4])* 2)
+    print(f(np.array([[1, 2, 3], [4, 5, 6]]), np.array([[2], [3]]), 2))
+    print(np.array([[1, 2, 3], [4, 5, 6]])* np.array([[2], [3]])* 2)
+

stormpy/resources/pybind11/example/example10.ref

@@ -0,0 +1,75 @@
+(6+14j)
+my_func(x:int=1, y:float=2, z:float=3)
+6.0
+my_func(x:int=1, y:float=2, z:float=3)
+6.0
+my_func(x:int=1, y:float=2, z:float=3)
+my_func(x:int=3, y:float=4, z:float=3)
+[  6.  36.]
+my_func(x:int=1, y:float=2, z:float=3)
+my_func(x:int=3, y:float=4, z:float=3)
+my_func(x:int=5, y:float=6, z:float=3)
+my_func(x:int=7, y:float=8, z:float=3)
+my_func(x:int=9, y:float=10, z:float=3)
+my_func(x:int=11, y:float=12, z:float=3)
+[[   6.   36.   90.]
+ [ 168.  270.  396.]]
+[[  6  36  90]
+ [168 270 396]]
+my_func(x:int=1, y:float=2, z:float=2)
+my_func(x:int=2, y:float=3, z:float=2)
+my_func(x:int=3, y:float=4, z:float=2)
+my_func(x:int=4, y:float=2, z:float=2)
+my_func(x:int=5, y:float=3, z:float=2)
+my_func(x:int=6, y:float=4, z:float=2)
+[[  4.  12.  24.]
+ [ 16.  30.  48.]]
+[[ 4 12 24]
+ [16 30 48]]
+my_func(x:int=1, y:float=2, z:float=2)
+my_func(x:int=2, y:float=2, z:float=2)
+my_func(x:int=3, y:float=2, z:float=2)
+my_func(x:int=4, y:float=3, z:float=2)
+my_func(x:int=5, y:float=3, z:float=2)
+my_func(x:int=6, y:float=3, z:float=2)
+[[  4.   8.  12.]
+ [ 24.  30.  36.]]
+[[ 4  8 12]
+ [24 30 36]]
+my_func(x:int=1, y:float=2, z:float=3)
+6.0
+my_func(x:int=1, y:float=2, z:float=3)
+6.0
+my_func(x:int=1, y:float=2, z:float=3)
+my_func(x:int=3, y:float=4, z:float=3)
+[  6.  36.]
+my_func(x:int=1, y:float=2, z:float=3)
+my_func(x:int=3, y:float=4, z:float=3)
+my_func(x:int=5, y:float=6, z:float=3)
+my_func(x:int=7, y:float=8, z:float=3)
+my_func(x:int=9, y:float=10, z:float=3)
+my_func(x:int=11, y:float=12, z:float=3)
+[[   6.   36.   90.]
+ [ 168.  270.  396.]]
+[[  6  36  90]
+ [168 270 396]]
+my_func(x:int=1, y:float=2, z:float=2)
+my_func(x:int=2, y:float=3, z:float=2)
+my_func(x:int=3, y:float=4, z:float=2)
+my_func(x:int=4, y:float=2, z:float=2)
+my_func(x:int=5, y:float=3, z:float=2)
+my_func(x:int=6, y:float=4, z:float=2)
+[[  4.  12.  24.]
+ [ 16.  30.  48.]]
+[[ 4 12 24]
+ [16 30 48]]
+my_func(x:int=1, y:float=2, z:float=2)
+my_func(x:int=2, y:float=2, z:float=2)
+my_func(x:int=3, y:float=2, z:float=2)
+my_func(x:int=4, y:float=3, z:float=2)
+my_func(x:int=5, y:float=3, z:float=2)
+my_func(x:int=6, y:float=3, z:float=2)
+[[  4.   8.  12.]
+ [ 24.  30.  36.]]
+[[ 4  8 12]
+ [24 30 36]]

stormpy/resources/pybind11/example/example11.cpp

@@ -0,0 +1,33 @@
+/*
+    example/example11.cpp -- keyword arguments and default values
+
+    Copyright (c) 2015 Wenzel Jakob <wenzel@inf.ethz.ch>
+
+    All rights reserved. Use of this source code is governed by a
+    BSD-style license that can be found in the LICENSE file.
+*/
+
+#include "example.h"
+#include <pybind11/stl.h>
+
+void kw_func(int x, int y) { std::cout << "kw_func(x=" << x << ", y=" << y << ")" << std::endl; }
+
+void kw_func4(const std::vector<int> &entries) {
+    std::cout << "kw_func4: ";
+    for (int i : entries)
+        std::cout << i << " ";
+    std::cout << endl;
+}
+
+void init_ex11(py::module &m) {
+    m.def("kw_func", &kw_func, py::arg("x"), py::arg("y"));
+    m.def("kw_func2", &kw_func, py::arg("x") = 100, py::arg("y") = 200);
+    m.def("kw_func3", [](const char *) { }, py::arg("data") = std::string("Hello world!"));
+
+    /* A fancier default argument */
+    std::vector<int> list;
+    list.push_back(13);
+    list.push_back(17);
+
+    m.def("kw_func4", &kw_func4, py::arg("myList") = list);
+}

stormpy/resources/pybind11/example/example11.py

@@ -0,0 +1,35 @@
+#!/usr/bin/env python
+from __future__ import print_function
+import sys
+import pydoc
+
+sys.path.append('.')
+
+from example import kw_func, kw_func2, kw_func3, kw_func4
+
+print(pydoc.render_doc(kw_func, "Help on %s"))
+print(pydoc.render_doc(kw_func2, "Help on %s"))
+print(pydoc.render_doc(kw_func3, "Help on %s"))
+print(pydoc.render_doc(kw_func4, "Help on %s"))
+
+kw_func(5, 10)
+kw_func(5, y=10)
+kw_func(y=10, x=5)
+
+kw_func2()
+
+kw_func2(5)
+kw_func2(x=5)
+
+kw_func2(y=10)
+
+kw_func2(5, 10)
+kw_func2(x=5, y=10)
+
+try:
+    kw_func2(x=5, y=10, z=12)
+except Exception as e:
+    print("Caught expected exception: " + str(e))
+
+kw_func4()
+kw_func4(myList = [1, 2, 3])

stormpy/resources/pybind11/example/example11.ref

@@ -0,0 +1,34 @@
+Help on built-in function kw_func in module example
+
+kkww__ffuunncc(...)
+    kw_func(x : int, y : int) -> NoneType
+
+Help on built-in function kw_func2 in module example
+
+kkww__ffuunncc22(...)
+    kw_func2(x : int = 100L, y : int = 200L) -> NoneType
+
+Help on built-in function kw_func3 in module example
+
+kkww__ffuunncc33(...)
+    kw_func3(data : unicode = u'Hello world!') -> NoneType
+
+Help on built-in function kw_func4 in module example
+
+kkww__ffuunncc44(...)
+    kw_func4(myList : list<int> = [13L, 17L]) -> NoneType
+
+kw_func(x=5, y=10)
+kw_func(x=5, y=10)
+kw_func(x=5, y=10)
+kw_func(x=100, y=200)
+kw_func(x=5, y=200)
+kw_func(x=5, y=200)
+kw_func(x=100, y=10)
+kw_func(x=5, y=10)
+kw_func(x=5, y=10)
+Caught expected exception: Incompatible function arguments. The following argument types are supported:
+    1. (x : int = 100L, y : int = 200L) -> NoneType
+
+kw_func4: 13 17 
+kw_func4: 1 2 3 

stormpy/resources/pybind11/example/example12.cpp

@@ -0,0 +1,98 @@
+/*
+    example/example12.cpp -- overriding virtual functions from Python
+
+    Copyright (c) 2015 Wenzel Jakob <wenzel@inf.ethz.ch>
+
+    All rights reserved. Use of this source code is governed by a
+    BSD-style license that can be found in the LICENSE file.
+*/
+
+#include "example.h"
+#include <pybind11/functional.h>
+
+/* This is an example class that we'll want to be able to extend from Python */
+class Example12  {
+public:
+    Example12(int state) : state(state) {
+        cout << "Constructing Example12.." << endl;
+    }
+
+    ~Example12() {
+        cout << "Destructing Example12.." << endl;
+    }
+
+    virtual int run(int value) {
+        std::cout << "Original implementation of Example12::run(state=" << state
+                  << ", value=" << value << ")" << std::endl;
+        return state + value;
+    }
+
+    virtual bool run_bool() = 0;
+    virtual void pure_virtual() = 0;
+private:
+    int state;
+};
+
+/* This is a wrapper class that must be generated */
+class PyExample12 : public Example12 {
+public:
+    using Example12::Example12; /* Inherit constructors */
+
+    virtual int run(int value) {
+        /* Generate wrapping code that enables native function overloading */
+        PYBIND11_OVERLOAD(
+            int,        /* Return type */
+            Example12,  /* Parent class */
+            run,        /* Name of function */
+            value       /* Argument(s) */
+        );
+    }
+
+    virtual bool run_bool() {
+        PYBIND11_OVERLOAD_PURE(
+            bool,
+            Example12,
+            run_bool
+        );
+        throw std::runtime_error("this will never be reached");
+    }
+
+    virtual void pure_virtual() {
+        PYBIND11_OVERLOAD_PURE(
+            void,         /* Return type */
+            Example12,    /* Parent class */
+            pure_virtual  /* Name of function */
+                          /* This function has no arguments */
+        );
+    }
+};
+
+int runExample12(Example12 *ex, int value) {
+    return ex->run(value);
+}
+
+bool runExample12Bool(Example12* ex) {
+    return ex->run_bool();
+}
+
+void runExample12Virtual(Example12 *ex) {
+    ex->pure_virtual();
+}
+
+void init_ex12(py::module &m) {
+    /* Important: use the wrapper type as a template
+       argument to class_<>, but use the original name
+       to denote the type */
+    py::class_<PyExample12>(m, "Example12")
+        /* Declare that 'PyExample12' is really an alias for the original type 'Example12' */
+        .alias<Example12>()
+        .def(py::init<int>())
+        /* Reference original class in function definitions */
+        .def("run", &Example12::run)
+        .def("run_bool", &Example12::run_bool)
+        .def("pure_virtual", &Example12::pure_virtual);
+
+    m.def("runExample12", &runExample12);
+    m.def("runExample12Bool", &runExample12Bool);
+    m.def("runExample12Virtual", &runExample12Virtual);
+}

stormpy/resources/pybind11/example/example12.py

@@ -0,0 +1,36 @@
+#!/usr/bin/env python
+from __future__ import print_function
+import sys
+sys.path.append('.')
+
+from example import Example12, runExample12, runExample12Virtual, runExample12Bool
+
+
+class ExtendedExample12(Example12):
+    def __init__(self, state):
+        super(ExtendedExample12, self).__init__(state + 1)
+        self.data = "Hello world"
+
+    def run(self, value):
+        print('ExtendedExample12::run(%i), calling parent..' % value)
+        return super(ExtendedExample12, self).run(value + 1)
+
+    def run_bool(self):
+        print('ExtendedExample12::run_bool()')
+        return False
+
+    def pure_virtual(self):
+        print('ExtendedExample12::pure_virtual(): %s' % self.data)
+
+
+ex12 = Example12(10)
+print(runExample12(ex12, 20))
+try:
+    runExample12Virtual(ex12)
+except Exception as e:
+    print("Caught expected exception: " + str(e))
+
+ex12p = ExtendedExample12(10)
+print(runExample12(ex12p, 20))
+print(runExample12Bool(ex12p))
+runExample12Virtual(ex12p)

stormpy/resources/pybind11/example/example12.ref

@@ -0,0 +1,13 @@
+Constructing Example12..
+Original implementation of Example12::run(state=10, value=20)
+30
+Caught expected exception: Tried to call pure virtual function "pure_virtual"
+Constructing Example12..
+ExtendedExample12::run(20), calling parent..
+Original implementation of Example12::run(state=11, value=21)
+32
+ExtendedExample12::run_bool()
+False
+ExtendedExample12::pure_virtual(): Hello world
+Destructing Example12..
+Destructing Example12..

stormpy/resources/pybind11/example/example13.cpp

@@ -0,0 +1,37 @@
+/*
+    example/example13.cpp -- keep_alive modifier (pybind11's version
+    of Boost.Python's with_custodian_and_ward / with_custodian_and_ward_postcall)
+
+    Copyright (c) 2015 Wenzel Jakob <wenzel@inf.ethz.ch>
+
+    All rights reserved. Use of this source code is governed by a
+    BSD-style license that can be found in the LICENSE file.
+*/
+
+#include "example.h"
+
+class Child {
+public:
+    Child() { std::cout << "Allocating child." << std::endl; }
+    ~Child() { std::cout << "Releasing child." << std::endl; }
+};
+
+class Parent {
+public:
+    Parent() { std::cout << "Allocating parent." << std::endl; }
+    ~Parent() { std::cout << "Releasing parent." << std::endl; }
+    void addChild(Child *) { }
+    Child *returnChild() { return new Child(); }
+};
+
+void init_ex13(py::module &m) {
+    py::class_<Parent>(m, "Parent")
+        .def(py::init<>())
+        .def("addChild", &Parent::addChild)
+        .def("addChildKeepAlive", &Parent::addChild, py::keep_alive<1, 2>())
+        .def("returnChild", &Parent::returnChild)
+        .def("returnChildKeepAlive", &Parent::returnChild, py::keep_alive<1, 0>());
+
+    py::class_<Child>(m, "Child")
+        .def(py::init<>());
+}

stormpy/resources/pybind11/example/example13.py

@@ -0,0 +1,46 @@
+from __future__ import print_function
+import sys
+import gc
+sys.path.append('.')
+
+from example import Parent, Child
+
+if True:
+    p = Parent()
+    p.addChild(Child())
+    gc.collect()
+    print(p)
+    p = None
+
+gc.collect()
+print("")
+
+if True:
+    p = Parent()
+    p.returnChild()
+    gc.collect()
+    print(p)
+    p = None
+
+gc.collect()
+print("")
+
+if True:
+    p = Parent()
+    p.addChildKeepAlive(Child())
+    gc.collect()
+    print(p)
+    p = None
+gc.collect()
+print("")
+
+if True:
+    p = Parent()
+    p.returnChildKeepAlive()
+    gc.collect()
+    print(p)
+    p = None
+
+gc.collect()
+print("")
+print("Terminating..")

stormpy/resources/pybind11/example/example13.ref

@@ -0,0 +1,25 @@
+Allocating parent.
+Allocating child.
+Releasing child.
+<example.Parent object at 0x10eb726c0>
+Releasing parent.
+
+Allocating parent.
+Allocating child.
+Releasing child.
+<example.Parent object at 0x10eb726c0>
+Releasing parent.
+
+Allocating parent.
+Allocating child.
+<example.Parent object at 0x10eb726c0>
+Releasing parent.
+Releasing child.
+
+Allocating parent.
+Allocating child.
+<example.Parent object at 0x10eb726c0>
+Releasing parent.
+Releasing child.
+
+Terminating..

stormpy/resources/pybind11/example/example14.cpp

@@ -0,0 +1,40 @@
+/*
+    example/example14.cpp -- opaque types, passing void pointers
+
+    Copyright (c) 2015 Wenzel Jakob <wenzel@inf.ethz.ch>
+
+    All rights reserved. Use of this source code is governed by a
+    BSD-style license that can be found in the LICENSE file.
+*/
+
+#include "example.h"
+#include <pybind11/stl.h>
+#include <vector>
+
+typedef std::vector<std::string> StringList;
+
+void init_ex14(py::module &m) {
+    py::class_<py::opaque<StringList>>(m, "StringList")
+        .def(py::init<>())
+        .def("push_back", [](py::opaque<StringList> &l, const std::string &str) { l->push_back(str); })
+        .def("pop_back", [](py::opaque<StringList> &l) { l->pop_back(); })
+        .def("back", [](py::opaque<StringList> &l) { return l->back(); });
+
+    m.def("print_opaque_list", [](py::opaque<StringList> &_l) {
+        StringList &l = _l;
+        std::cout << "Opaque list: " << std::endl;
+        for (auto entry : l)
+           std::cout << "  " << entry << std::endl; 
+    });
+
+    m.def("return_void_ptr", []() { return (void *) 1234; });
+    m.def("print_void_ptr", [](void *ptr) { std::cout << "Got void ptr : " << (uint64_t) ptr << std::endl; });
+    m.def("return_null_str", []() { return (char *) nullptr; });
+    m.def("print_null_str", [](char *ptr) { std::cout << "Got null str : " << (uint64_t) ptr << std::endl; });
+
+    m.def("return_unique_ptr", []() -> std::unique_ptr<StringList> {
+        StringList *result = new StringList();
+        result->push_back("some value");
+        return std::unique_ptr<StringList>(result);
+    });
+}

stormpy/resources/pybind11/example/example14.py

@@ -0,0 +1,24 @@
+from __future__ import print_function
+import sys
+
+sys.path.append('.')
+
+from example import StringList, print_opaque_list
+from example import return_void_ptr, print_void_ptr
+from example import return_null_str, print_null_str
+from example import return_unique_ptr
+
+l = StringList()
+l.push_back("Element 1")
+l.push_back("Element 2")
+print_opaque_list(l)
+print("Back element is %s" % l.back())
+l.pop_back()
+print_opaque_list(l)
+
+print_void_ptr(return_void_ptr())
+
+print(return_null_str())
+print_null_str(return_null_str())
+
+print(return_unique_ptr())

stormpy/resources/pybind11/example/example14.ref

@@ -0,0 +1,10 @@
+Opaque list: 
+  Element 1
+  Element 2
+Back element is Element 2
+Opaque list: 
+  Element 1
+Got void ptr : 1234
+None
+Got null str : 0
+[u'some value']

stormpy/resources/pybind11/example/example15.cpp

@@ -0,0 +1,51 @@
+/*
+    example/example15.cpp -- pickle support
+
+    Copyright (c) 2015 Wenzel Jakob <wenzel@inf.ethz.ch>
+
+    All rights reserved. Use of this source code is governed by a
+    BSD-style license that can be found in the LICENSE file.
+*/
+
+#include "example.h"
+
+class Pickleable {
+public:
+    Pickleable(const std::string &value) : m_value(value) { }
+    const std::string &value() const { return m_value; }
+
+    void setExtra1(int extra1) { m_extra1 = extra1; }
+    void setExtra2(int extra2) { m_extra2 = extra2; }
+    int extra1() const { return m_extra1; }
+    int extra2() const { return m_extra2; }
+private:
+    std::string m_value;
+    int m_extra1 = 0;
+    int m_extra2 = 0;
+};
+
+void init_ex15(py::module &m) {
+    py::class_<Pickleable>(m, "Pickleable")
+        .def(py::init<std::string>())
+        .def("value", &Pickleable::value)
+        .def("extra1", &Pickleable::extra1)
+        .def("extra2", &Pickleable::extra2)
+        .def("setExtra1", &Pickleable::setExtra1)
+        .def("setExtra2", &Pickleable::setExtra2)
+        // For details on the methods below, refer to
+        // http://docs.python.org/3/library/pickle.html#pickling-class-instances
+        .def("__getstate__", [](const Pickleable &p) {
+            /* Return a tuple that fully encodes the state of the object */
+            return py::make_tuple(p.value(), p.extra1(), p.extra2());
+        })
+        .def("__setstate__", [](Pickleable &p, py::tuple t) {
+            if (t.size() != 3)
+                throw std::runtime_error("Invalid state!");
+            /* Invoke the constructor (need to use in-place version) */
+            new (&p) Pickleable(t[0].cast<std::string>());
+
+            /* Assign any additional state */
+            p.setExtra1(t[1].cast<int>());
+            p.setExtra2(t[2].cast<int>());
+        });
+}

stormpy/resources/pybind11/example/example15.py

@@ -0,0 +1,21 @@
+from __future__ import print_function
+import sys
+
+sys.path.append('.')
+
+from example import Pickleable
+
+try:
+    import cPickle as pickle  # Use cPickle on Python 2.7
+except ImportError:
+    import pickle
+
+p = Pickleable("test_value")
+p.setExtra1(15)
+p.setExtra2(48)
+
+data = pickle.dumps(p, -1)  # -1 is important (use highest protocol version)
+print("%s %i %i" % (p.value(), p.extra1(), p.extra2()))
+
+p2 = pickle.loads(data)
+print("%s %i %i" % (p2.value(), p2.extra1(), p2.extra2()))

stormpy/resources/pybind11/example/example15.ref

@@ -0,0 +1,2 @@
+test_value 15 48
+test_value 15 48

stormpy/resources/pybind11/example/example16.cpp

@@ -0,0 +1,24 @@
+/*
+    example/example16.cpp -- automatic upcasting for polymorphic types
+
+    Copyright (c) 2015 Wenzel Jakob <wenzel@inf.ethz.ch>
+
+    All rights reserved. Use of this source code is governed by a
+    BSD-style license that can be found in the LICENSE file.
+*/
+
+#include "example.h"
+
+struct BaseClass { virtual ~BaseClass() {} };
+struct DerivedClass1 : BaseClass { };
+struct DerivedClass2 : BaseClass { };
+
+void init_ex16(py::module &m) {
+    py::class_<BaseClass>(m, "BaseClass").def(py::init<>());
+    py::class_<DerivedClass1>(m, "DerivedClass1").def(py::init<>());
+    py::class_<DerivedClass2>(m, "DerivedClass2").def(py::init<>());
+
+    m.def("return_class_1", []() -> BaseClass* { return new DerivedClass1(); });
+    m.def("return_class_2", []() -> BaseClass* { return new DerivedClass2(); });
+    m.def("return_none", []() -> BaseClass* { return nullptr; });
+}

stormpy/resources/pybind11/example/example16.py

@@ -0,0 +1,12 @@
+from __future__ import print_function
+import sys
+
+sys.path.append('.')
+
+from example import return_class_1
+from example import return_class_2
+from example import return_none
+
+print(type(return_class_1()).__name__)
+print(type(return_class_2()).__name__)
+print(type(return_none()).__name__)

stormpy/resources/pybind11/example/example16.ref

@@ -0,0 +1,3 @@
+DerivedClass1
+DerivedClass2
+NoneType

stormpy/resources/pybind11/example/example2.cpp

@@ -0,0 +1,172 @@
+/*
+    example/example2.cpp2 -- singleton design pattern, static functions and
+    variables, passing and interacting with Python types
+
+    Copyright (c) 2015 Wenzel Jakob <wenzel@inf.ethz.ch>
+
+    All rights reserved. Use of this source code is governed by a
+    BSD-style license that can be found in the LICENSE file.
+*/
+
+#include "example.h"
+#include <pybind11/stl.h>
+
+#ifdef _WIN32
+#  include <io.h>
+#  include <fcntl.h>
+#endif
+
+class Example2 {
+public:
+    static Example2 *new_instance() {
+        return new Example2();
+    }
+    ~Example2() {
+        std::cout << "Destructing Example2" << std::endl;
+    }
+
+    /* Create and return a Python dictionary */
+    py::dict get_dict() {
+        py::dict dict;
+        dict[py::str("key")] = py::str("value");
+        return dict;
+    }
+
+    /* Create and return a Python set */
+    py::set get_set() {
+        py::set set;
+        set.add(py::str("key1"));
+        set.add(py::str("key2"));
+        return set;
+    }
+
+    /* Create and return a C++ dictionary */
+    std::map<std::string, std::string> get_dict_2() {
+        std::map<std::string, std::string> result;
+        result["key"] = "value";
+        return result;
+    }
+
+    /* Create and return a C++ set */
+    std::set<std::string> get_set_2() {
+        std::set<std::string> result;
+        result.insert("key1");
+        result.insert("key2");
+        return result;
+    }
+
+    /* Create, manipulate, and return a Python list */
+    py::list get_list() {
+        py::list list;
+        list.append(py::str("value"));
+        cout << "Entry at positon 0: " << py::object(list[0]) << endl;
+        list[0] = py::str("overwritten");
+        return list;
+    }
+
+    /* C++ STL data types are automatically casted */
+    std::vector<std::wstring> get_list_2() {
+        std::vector<std::wstring> list;
+        list.push_back(L"value");
+        return list;
+    }
+
+    /* C++ STL data types are automatically casted */
+    std::array<std::string, 2> get_array() {
+        return std::array<std::string, 2> {{ "array entry 1" , "array entry 2"}};
+    }
+
+    /* Easily iterate over a dictionary using a C++11 range-based for loop */
+    void print_dict(py::dict dict) {
+        for (auto item : dict)
+            std::cout << "key: " << item.first << ", value=" << item.second << std::endl;
+    }
+
+    /* Easily iterate over a set using a C++11 range-based for loop */
+    void print_set(py::set set) {
+        for (auto item : set)
+            std::cout << "key: " << item << std::endl;
+    }
+
+    /* Easily iterate over a list using a C++11 range-based for loop */
+    void print_list(py::list list) {
+        int index = 0;
+        for (auto item : list)
+            std::cout << "list item " << index++ << ": " << item << std::endl;
+    }
+
+    /* STL data types (such as maps) are automatically casted from Python */
+    void print_dict_2(const std::map<std::string, std::string> &dict) {
+        for (auto item : dict)
+            std::cout << "key: " << item.first << ", value=" << item.second << std::endl;
+    }
+
+    /* STL data types (such as sets) are automatically casted from Python */
+    void print_set_2(const std::set<std::string> &set) {
+        for (auto item : set)
+            std::cout << "key: " << item << std::endl;
+    }
+
+    /* STL data types (such as vectors) are automatically casted from Python */
+    void print_list_2(std::vector<std::wstring> &list) {
+#ifdef _WIN32 /* Can't easily mix cout and wcout on Windows */
+        _setmode(_fileno(stdout), _O_TEXT);
+#endif
+        int index = 0;
+        for (auto item : list)
+            std::wcout << L"list item " << index++ << L": " << item << std::endl;
+    }
+
+    /* pybind automatically translates between C++11 and Python tuples */
+    std::pair<std::string, bool> pair_passthrough(std::pair<bool, std::string> input) {
+        return std::make_pair(input.second, input.first);
+    }
+
+    /* pybind automatically translates between C++11 and Python tuples */
+    std::tuple<int, std::string, bool> tuple_passthrough(std::tuple<bool, std::string, int> input) {
+        return std::make_tuple(std::get<2>(input), std::get<1>(input), std::get<0>(input));
+    }
+
+    /* STL data types (such as arrays) are automatically casted from Python */
+    void print_array(std::array<std::string, 2> &array) {
+        int index = 0;
+        for (auto item : array)
+            std::cout << "array item " << index++ << ": " << item << std::endl;
+    }
+
+    void throw_exception() {
+        throw std::runtime_error("This exception was intentionally thrown.");
+    }
+
+    static int value;
+    static const int value2;
+};
+
+int Example2::value = 0;
+const int Example2::value2 = 5;
+
+void init_ex2(py::module &m) {
+    /* No constructor is explicitly defined below. An exception is raised when
+       trying to construct it directly from Python */
+    py::class_<Example2>(m, "Example2", "Example 2 documentation")
+        .def("get_dict", &Example2::get_dict, "Return a Python dictionary")
+        .def("get_dict_2", &Example2::get_dict_2, "Return a C++ dictionary")
+        .def("get_list", &Example2::get_list, "Return a Python list")
+        .def("get_list_2", &Example2::get_list_2, "Return a C++ list")
+        .def("get_set", &Example2::get_set, "Return a Python set")
+        .def("get_set2", &Example2::get_set, "Return a C++ set")
+        .def("get_array", &Example2::get_array, "Return a C++ array")
+        .def("print_dict", &Example2::print_dict, "Print entries of a Python dictionary")
+        .def("print_dict_2", &Example2::print_dict_2, "Print entries of a C++ dictionary")
+        .def("print_set", &Example2::print_set, "Print entries of a Python set")
+        .def("print_set_2", &Example2::print_set_2, "Print entries of a C++ set")
+        .def("print_list", &Example2::print_list, "Print entries of a Python list")
+        .def("print_list_2", &Example2::print_list_2, "Print entries of a C++ list")
+        .def("print_array", &Example2::print_array, "Print entries of a C++ array")
+        .def("pair_passthrough", &Example2::pair_passthrough, "Return a pair in reversed order")
+        .def("tuple_passthrough", &Example2::tuple_passthrough, "Return a triple in reversed order")
+        .def("throw_exception", &Example2::throw_exception, "Throw an exception")
+        .def_static("new_instance", &Example2::new_instance, "Return an instance")
+        .def_readwrite_static("value", &Example2::value, "Static value member")
+        .def_readonly_static("value2", &Example2::value2, "Static value member (readonly)");
+}

stormpy/resources/pybind11/example/example2.py

@@ -0,0 +1,67 @@
+#!/usr/bin/env python
+from __future__ import print_function
+import sys, pydoc
+sys.path.append('.')
+
+import example
+from example import Example2
+
+Example2.value = 15
+print(Example2.value)
+print(Example2.value2)
+
+try:
+    Example2()
+except Exception as e:
+    print(e)
+
+try:
+    Example2.value2 = 15
+except Exception as e:
+    print(e)
+
+instance = Example2.new_instance()
+
+dict_result = instance.get_dict()
+dict_result['key2'] = 'value2'
+instance.print_dict(dict_result)
+
+dict_result = instance.get_dict_2()
+dict_result['key2'] = 'value2'
+instance.print_dict_2(dict_result)
+
+set_result = instance.get_set()
+set_result.add('key3')
+instance.print_set(set_result)
+
+set_result = instance.get_set2()
+set_result.add('key3')
+instance.print_set_2(set_result)
+
+list_result = instance.get_list()
+list_result.append('value2')
+instance.print_list(list_result)
+
+list_result = instance.get_list_2()
+list_result.append('value2')
+instance.print_list_2(list_result)
+
+array_result = instance.get_array()
+print(array_result)
+instance.print_array(array_result)
+
+try:
+    instance.throw_exception()
+except Exception as e:
+    print(e)
+
+print(instance.pair_passthrough((True, "test")))
+print(instance.tuple_passthrough((True, "test", 5)))
+
+print(pydoc.render_doc(Example2, "Help on %s"))
+
+print("__name__(example) = %s" % example.__name__)
+print("__name__(example.Example2) = %s" % Example2.__name__)
+print("__module__(example.Example2) = %s" % Example2.__module__)
+print("__name__(example.Example2.get_set) = %s" % Example2.get_set.__name__)
+print("__module__(example.Example2.get_set) = %s" % Example2.get_set.__module__)

stormpy/resources/pybind11/example/example2.ref

@@ -0,0 +1,137 @@
+15
+5
+example.Example2: No constructor defined!
+can't set attribute
+key: key2, value=value2
+key: key, value=value
+key: key, value=value
+key: key2, value=value2
+key: key3
+key: key2
+key: key1
+key: key1
+key: key2
+key: key3
+Entry at positon 0: value
+list item 0: overwritten
+list item 1: value2
+list item 0: value
+list item 1: value2
+[u'array entry 1', u'array entry 2']
+array item 0: array entry 1
+array item 1: array entry 2
+This exception was intentionally thrown.
+(u'test', True)
+(5L, u'test', True)
+Help on class Example2 in module example
+
+class EExxaammppllee22(__builtin__.object)
+ |  Example 2 documentation
+ |  
+ |  Methods defined here:
+ |  
+ |  ____iinniitt____(...)
+ |      x.__init__(...) initializes x; see help(type(x)) for signature
+ |  
+ |  ggeett__aarrrraayy(...)
+ |      Signature : (example.Example2) -> list<unicode>[2]
+ |      
+ |      Return a C++ array
+ |  
+ |  ggeett__ddiicctt(...)
+ |      Signature : (example.Example2) -> dict
+ |      
+ |      Return a Python dictionary
+ |  
+ |  ggeett__ddiicctt__22(...)
+ |      Signature : (example.Example2) -> dict<unicode, unicode>
+ |      
+ |      Return a C++ dictionary
+ |  
+ |  ggeett__lliisstt(...)
+ |      Signature : (example.Example2) -> list
+ |      
+ |      Return a Python list
+ |  
+ |  ggeett__lliisstt__22(...)
+ |      Signature : (example.Example2) -> list<unicode>
+ |      
+ |      Return a C++ list
+ |  
+ |  ggeett__sseett(...)
+ |      Signature : (example.Example2) -> set
+ |      
+ |      Return a Python set
+ |  
+ |  ggeett__sseett22(...)
+ |      Signature : (example.Example2) -> set
+ |      
+ |      Return a C++ set
+ |  
+ |  ppaaiirr__ppaasssstthhrroouugghh(...)
+ |      Signature : (example.Example2, (bool, unicode)) -> (unicode, bool)
+ |      
+ |      Return a pair in reversed order
+ |  
+ |  pprriinntt__aarrrraayy(...)
+ |      Signature : (example.Example2, list<unicode>[2]) -> NoneType
+ |      
+ |      Print entries of a C++ array
+ |  
+ |  pprriinntt__ddiicctt(...)
+ |      Signature : (example.Example2, dict) -> NoneType
+ |      
+ |      Print entries of a Python dictionary
+ |  
+ |  pprriinntt__ddiicctt__22(...)
+ |      Signature : (example.Example2, dict<unicode, unicode>) -> NoneType
+ |      
+ |      Print entries of a C++ dictionary
+ |  
+ |  pprriinntt__lliisstt(...)
+ |      Signature : (example.Example2, list) -> NoneType
+ |      
+ |      Print entries of a Python list
+ |  
+ |  pprriinntt__lliisstt__22(...)
+ |      Signature : (example.Example2, list<unicode>) -> NoneType
+ |      
+ |      Print entries of a C++ list
+ |  
+ |  pprriinntt__sseett(...)
+ |      Signature : (example.Example2, set) -> NoneType
+ |      
+ |      Print entries of a Python set
+ |  
+ |  pprriinntt__sseett__22(...)
+ |      Signature : (example.Example2, set<unicode>) -> NoneType
+ |      
+ |      Print entries of a C++ set
+ |  
+ |  tthhrrooww__eexxcceeppttiioonn(...)
+ |      Signature : (example.Example2) -> NoneType
+ |      
+ |      Throw an exception
+ |  
+ |  ttuuppllee__ppaasssstthhrroouugghh(...)
+ |      Signature : (example.Example2, (bool, unicode, int)) -> (int, unicode, bool)
+ |      
+ |      Return a triple in reversed order
+ |  
+ |  ----------------------------------------------------------------------
+ |  Data and other attributes defined here:
+ |  
+ |  ____nneeww____ = <built-in method __new__ of example.Example2__Meta object>
+ |      T.__new__(S, ...) -> a new object with type S, a subtype of T
+ |  
+ |  nneeww__iinnssttaannccee = <built-in method new_instance of PyCapsule object>
+ |      Signature : () -> example.Example2
+ |      
+ |      Return an instance
+
+__name__(example) = example
+__name__(example.Example2) = Example2
+__module__(example.Example2) = example
+__name__(example.Example2.get_set) = get_set
+__module__(example.Example2.get_set) = example
+Destructing Example2

stormpy/resources/pybind11/example/example3.cpp

@@ -0,0 +1,75 @@
+/*
+    example/example3.cpp -- operator overloading
+
+    Copyright (c) 2015 Wenzel Jakob <wenzel@inf.ethz.ch>
+
+    All rights reserved. Use of this source code is governed by a
+    BSD-style license that can be found in the LICENSE file.
+*/
+
+#include "example.h"
+#include <pybind11/operators.h>
+
+class Vector2 {
+public:
+    Vector2(float x, float y) : x(x), y(y) { std::cout << "Value constructor" << std::endl; }
+    Vector2(const Vector2 &v) : x(v.x), y(v.y) { std::cout << "Copy constructor" << std::endl; }
+    Vector2(Vector2 &&v) : x(v.x), y(v.y) { std::cout << "Move constructor" << std::endl; v.x = v.y = 0; }
+    ~Vector2() { std::cout << "Destructor." << std::endl; }
+
+    std::string toString() const {
+        return "[" + std::to_string(x) + ", " + std::to_string(y) + "]";
+    }
+
+    void operator=(const Vector2 &v) {
+        cout << "Assignment operator" << endl;
+        x = v.x;
+        y = v.y;
+    }
+
+    void operator=(Vector2 &&v) {
+        cout << "Move assignment operator" << endl;
+        x = v.x; y = v.y; v.x = v.y = 0;
+    }
+
+    Vector2 operator+(const Vector2 &v) const { return Vector2(x + v.x, y + v.y); }
+    Vector2 operator-(const Vector2 &v) const { return Vector2(x - v.x, y - v.y); }
+    Vector2 operator-(float value) const { return Vector2(x - value, y - value); }
+    Vector2 operator+(float value) const { return Vector2(x + value, y + value); }
+    Vector2 operator*(float value) const { return Vector2(x * value, y * value); }
+    Vector2 operator/(float value) const { return Vector2(x / value, y / value); }
+    Vector2& operator+=(const Vector2 &v) { x += v.x; y += v.y; return *this; }
+    Vector2& operator-=(const Vector2 &v) { x -= v.x; y -= v.y; return *this; }
+    Vector2& operator*=(float v) { x *= v; y *= v; return *this; }
+    Vector2& operator/=(float v) { x /= v; y /= v; return *this; }
+
+    friend Vector2 operator+(float f, const Vector2 &v) { return Vector2(f + v.x, f + v.y); }
+    friend Vector2 operator-(float f, const Vector2 &v) { return Vector2(f - v.x, f - v.y); }
+    friend Vector2 operator*(float f, const Vector2 &v) { return Vector2(f * v.x, f * v.y); }
+    friend Vector2 operator/(float f, const Vector2 &v) { return Vector2(f / v.x, f / v.y); }
+private:
+    float x, y;
+};
+
+
+void init_ex3(py::module &m) {
+    py::class_<Vector2>(m, "Vector2")
+        .def(py::init<float, float>())
+        .def(py::self + py::self)
+        .def(py::self + float())
+        .def(py::self - py::self)
+        .def(py::self - float())
+        .def(py::self * float())
+        .def(py::self / float())
+        .def(py::self += py::self)
+        .def(py::self -= py::self)
+        .def(py::self *= float())
+        .def(py::self /= float())
+        .def(float() + py::self)
+        .def(float() - py::self)
+        .def(float() * py::self)
+        .def(float() / py::self)
+        .def("__str__", &Vector2::toString);
+
+    m.attr("Vector") = m.attr("Vector2");
+}

stormpy/resources/pybind11/example/example3.py

@@ -0,0 +1,27 @@
+#!/usr/bin/env python
+from __future__ import print_function
+import sys
+sys.path.append('.')
+
+from example import Vector2, Vector
+
+v1 = Vector2(1, 2)
+v2 = Vector(3, -1)
+
+print("v1    = " + str(v1))
+print("v2    = " + str(v2))
+print("v1+v2 = " + str(v1+v2))
+print("v1-v2 = " + str(v1-v2))
+print("v1-8  = " + str(v1-8))
+print("v1+8  = " + str(v1+8))
+print("v1*8  = " + str(v1*8))
+print("v1/8  = " + str(v1/8))
+print("8-v1  = " + str(8-v1))
+print("8+v1  = " + str(8+v1))
+print("8*v1  = " + str(8*v1))
+print("8/v1  = " + str(8/v1))
+
+v1 += v2
+v1 *= 2
+
+print("(v1+v2)*2 = " + str(v1))

stormpy/resources/pybind11/example/example3.ref

@@ -0,0 +1,57 @@
+Value constructor
+Value constructor
+v1    = [1.000000, 2.000000]
+v2    = [3.000000, -1.000000]
+Value constructor
+Copy constructor
+Destructor.
+Destructor.
+v1+v2 = [4.000000, 1.000000]
+Value constructor
+Copy constructor
+Destructor.
+Destructor.
+v1-v2 = [-2.000000, 3.000000]
+Value constructor
+Copy constructor
+Destructor.
+Destructor.
+v1-8  = [-7.000000, -6.000000]
+Value constructor
+Copy constructor
+Destructor.
+Destructor.
+v1+8  = [9.000000, 10.000000]
+Value constructor
+Copy constructor
+Destructor.
+Destructor.
+v1*8  = [8.000000, 16.000000]
+Value constructor
+Copy constructor
+Destructor.
+Destructor.
+v1/8  = [0.125000, 0.250000]
+Value constructor
+Copy constructor
+Destructor.
+Destructor.
+8-v1  = [7.000000, 6.000000]
+Value constructor
+Copy constructor
+Destructor.
+Destructor.
+8+v1  = [9.000000, 10.000000]
+Value constructor
+Copy constructor
+Destructor.
+Destructor.
+8*v1  = [8.000000, 16.000000]
+Value constructor
+Copy constructor
+Destructor.
+Destructor.
+8/v1  = [8.000000, 4.000000]
+(v1+v2)*2 = [8.000000, 2.000000]
+Destructor.
+Destructor.

stormpy/resources/pybind11/example/example4.cpp

@@ -0,0 +1,75 @@
+/*
+    example/example4.cpp -- global constants and functions, enumerations, raw byte strings
+
+    Copyright (c) 2015 Wenzel Jakob <wenzel@inf.ethz.ch>
+
+    All rights reserved. Use of this source code is governed by a
+    BSD-style license that can be found in the LICENSE file.
+*/
+
+#include "example.h"
+
+enum EMyEnumeration {
+    EFirstEntry = 1,
+    ESecondEntry
+};
+
+class Example4 {
+public:
+    enum EMode {
+        EFirstMode = 1,
+        ESecondMode
+    };
+
+    static EMode test_function(EMode mode) {
+        std::cout << "Example4::test_function(enum=" << mode << ")" << std::endl;
+        return mode;
+    }
+};
+
+bool test_function1() {
+    std::cout << "test_function()" << std::endl;
+    return false;
+}
+
+void test_function2(EMyEnumeration k) {
+    std::cout << "test_function(enum=" << k << ")" << std::endl;
+}
+
+float test_function3(int i) {
+    std::cout << "test_function(" << i << ")" << std::endl;
+    return i / 2.f;
+}
+
+py::bytes return_bytes() {
+    const char *data = "\x01\x00\x02\x00";
+    return std::string(data, 4);
+}
+
+void print_bytes(py::bytes bytes) {
+    std::string value = (std::string) bytes;
+    for (size_t i = 0; i < value.length(); ++i)
+        std::cout << "bytes[" << i << "]=" << (int) value[i] << std::endl;
+}
+
+void init_ex4(py::module &m) {
+    m.def("test_function", &test_function1);
+    m.def("test_function", &test_function2);
+    m.def("test_function", &test_function3);
+    m.attr("some_constant") = py::int_(14);
+
+    py::enum_<EMyEnumeration>(m, "EMyEnumeration")
+        .value("EFirstEntry", EFirstEntry)
+        .value("ESecondEntry", ESecondEntry)
+        .export_values();
+
+    py::class_<Example4> ex4_class(m, "Example4");
+    ex4_class.def_static("test_function", &Example4::test_function);
+    py::enum_<Example4::EMode>(ex4_class, "EMode")
+        .value("EFirstMode", Example4::EFirstMode)
+        .value("ESecondMode", Example4::ESecondMode)
+        .export_values();
+
+    m.def("return_bytes", &return_bytes);
+    m.def("print_bytes", &print_bytes);
+}

stormpy/resources/pybind11/example/example4.py

@@ -0,0 +1,58 @@
+#!/usr/bin/env python
+from __future__ import print_function
+import sys
+sys.path.append('.')
+
+from example import test_function
+from example import some_constant
+from example import EMyEnumeration
+from example import EFirstEntry
+from example import Example4
+from example import return_bytes
+from example import print_bytes
+
+print(EMyEnumeration)
+print(EMyEnumeration.EFirstEntry)
+print(EMyEnumeration.ESecondEntry)
+print(EFirstEntry)
+
+print(test_function())
+print(test_function(7))
+print(test_function(EMyEnumeration.EFirstEntry))
+print(test_function(EMyEnumeration.ESecondEntry))
+print("enum->integer = %i" % int(EMyEnumeration.ESecondEntry))
+print("integer->enum = %s" % str(EMyEnumeration(2)))
+
+print("A constant = " + str(some_constant))
+
+print(Example4.EMode)
+print(Example4.EMode.EFirstMode)
+print(Example4.EFirstMode)
+Example4.test_function(Example4.EFirstMode)
+
+print("Equality test 1: " + str(
+    Example4.test_function(Example4.EFirstMode) ==
+    Example4.test_function(Example4.EFirstMode)))
+
+print("Inequality test 1: " + str(
+    Example4.test_function(Example4.EFirstMode) !=
+    Example4.test_function(Example4.EFirstMode)))
+
+print("Equality test 2: " + str(
+    Example4.test_function(Example4.EFirstMode) ==
+    Example4.test_function(Example4.ESecondMode)))
+
+print("Inequality test 2: " + str(
+    Example4.test_function(Example4.EFirstMode) !=
+    Example4.test_function(Example4.ESecondMode)))
+
+x = {
+        Example4.test_function(Example4.EFirstMode): 1,
+        Example4.test_function(Example4.ESecondMode): 2
+}
+
+x[Example4.test_function(Example4.EFirstMode)] = 3
+x[Example4.test_function(Example4.ESecondMode)] = 4
+print("Hashing test = " + str(x))
+
+print_bytes(return_bytes())

stormpy/resources/pybind11/example/example4.ref

@@ -0,0 +1,40 @@
+<class 'example.EMyEnumeration'>
+EMyEnumeration.EFirstEntry
+EMyEnumeration.ESecondEntry
+EMyEnumeration.EFirstEntry
+test_function()
+False
+test_function(7)
+3.5
+test_function(enum=1)
+None
+test_function(enum=2)
+None
+enum->integer = 2
+integer->enum = EMyEnumeration.ESecondEntry
+A constant = 14
+<class 'example.EMode'>
+EMode.EFirstMode
+EMode.EFirstMode
+Example4::test_function(enum=1)
+Example4::test_function(enum=1)
+Example4::test_function(enum=1)
+Equality test 1: True
+Example4::test_function(enum=1)
+Example4::test_function(enum=1)
+Inequality test 1: False
+Example4::test_function(enum=1)
+Example4::test_function(enum=2)
+Equality test 2: False
+Example4::test_function(enum=1)
+Example4::test_function(enum=2)
+Inequality test 2: True
+Example4::test_function(enum=1)
+Example4::test_function(enum=2)
+Example4::test_function(enum=1)
+Example4::test_function(enum=2)
+Hashing test = {EMode.EFirstMode: 3, EMode.ESecondMode: 4}
+bytes[0]=1
+bytes[1]=0
+bytes[2]=2
+bytes[3]=0

stormpy/resources/pybind11/example/example5.cpp

@@ -0,0 +1,110 @@
+/*
+    example/example5.cpp -- inheritance, callbacks, acquiring and releasing the
+    global interpreter lock
+
+    Copyright (c) 2015 Wenzel Jakob <wenzel@inf.ethz.ch>
+
+    All rights reserved. Use of this source code is governed by a
+    BSD-style license that can be found in the LICENSE file.
+*/
+
+#include "example.h"
+#include <pybind11/functional.h>
+
+
+class Pet {
+public:
+    Pet(const std::string &name, const std::string &species)
+        : m_name(name), m_species(species) {}
+    std::string name() const { return m_name; }
+    std::string species() const { return m_species; }
+private:
+    std::string m_name;
+    std::string m_species;
+};
+
+class Dog : public Pet {
+public:
+    Dog(const std::string &name) : Pet(name, "dog") {}
+    void bark() const { std::cout << "Woof!" << std::endl; }
+};
+
+class Rabbit : public Pet {
+public:
+    Rabbit(const std::string &name) : Pet(name, "parrot") {}
+};
+
+void pet_print(const Pet &pet) {
+    std::cout << pet.name() + " is a " + pet.species() << std::endl;
+}
+
+void dog_bark(const Dog &dog) {
+    dog.bark();
+}
+
+bool test_callback1(py::object func) {
+    func.call();
+    return false;
+}
+
+int test_callback2(py::object func) {
+    py::object result = func.call("Hello", 'x', true, 5);
+    return result.cast<int>();
+}
+
+void test_callback3(const std::function<int(int)> &func) {
+    cout << "func(43) = " << func(43)<< std::endl;
+}
+
+std::function<int(int)> test_callback4() {
+    return [](int i) { return i+1; };
+}
+
+void init_ex5(py::module &m) {
+    py::class_<Pet> pet_class(m, "Pet");
+    pet_class
+        .def(py::init<std::string, std::string>())
+        .def("name", &Pet::name)
+        .def("species", &Pet::species);
+
+    /* One way of declaring a subclass relationship: reference parent's class_ object */
+    py::class_<Dog>(m, "Dog", pet_class)
+        .def(py::init<std::string>());
+
+    /* Another way of declaring a subclass relationship: reference parent's C++ type */
+    py::class_<Rabbit>(m, "Rabbit", py::base<Pet>())
+        .def(py::init<std::string>());
+
+    m.def("pet_print", pet_print);
+    m.def("dog_bark", dog_bark);
+
+    m.def("test_callback1", &test_callback1);
+    m.def("test_callback2", &test_callback2);
+    m.def("test_callback3", &test_callback3);
+    m.def("test_callback4", &test_callback4);
+
+    /* Test cleanup of lambda closure */
+
+    struct Payload {
+        Payload() {
+            std::cout << "Payload constructor" << std::endl;
+        }
+        ~Payload() {
+            std::cout << "Payload destructor" << std::endl;
+        }
+        Payload(const Payload &) {
+            std::cout << "Payload copy constructor" << std::endl;
+        }
+        Payload(Payload &&) {
+            std::cout << "Payload move constructor" << std::endl;
+        }
+    };
+
+    m.def("test_cleanup", []() -> std::function<void(void)> { 
+        Payload p;
+
+        return [p]() {
+            /* p should be cleaned up when the returned function is garbage collected */
+        };
+    });
+}