#include "storm/storage/prism/Program.h"

#include <algorithm>
#include <sstream>
#include <boost/algorithm/string/join.hpp>

#include "storm/storage/jani/Model.h"
#include "storm/storage/jani/Property.h"

#include "storm/storage/expressions/ExpressionManager.h"
#include "storm/utility/macros.h"
#include "storm/utility/solver.h"
#include "storm/utility/vector.h"
#include "storm/exceptions/InvalidArgumentException.h"
#include "storm/exceptions/OutOfRangeException.h"
#include "storm/exceptions/WrongFormatException.h"
#include "storm/exceptions/InvalidTypeException.h"
#include "storm/exceptions/InvalidOperationException.h"
#include "storm/exceptions/InternalException.h"
#include "storm/solver/SmtSolver.h"
#include "storm/storage/jani/expressions/JaniExpressionSubstitutionVisitor.h"

#include "storm/storage/prism/CompositionVisitor.h"
#include "storm/storage/prism/Compositions.h"
#include "storm/storage/prism/ToJaniConverter.h"

#include "storm/utility/macros.h"

namespace storm {
    namespace prism {
        class CompositionValidityChecker : public CompositionVisitor {
        public:
            CompositionValidityChecker(storm::prism::Program const& program) : program(program) {
                // Intentionally left empty.
            }

            void check(Composition const& composition) {
                composition.accept(*this, boost::any());
                if (appearingModules.size() != program.getNumberOfModules()) {
                    STORM_LOG_THROW(false, storm::exceptions::WrongFormatException, "Not every module is used in the system composition.");
                }
            }

            virtual boost::any visit(ModuleComposition const& composition, boost::any const&) override {
                bool isValid = program.hasModule(composition.getModuleName());
                STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "The module \"" << composition.getModuleName() << "\" referred to in the system composition does not exist.");
                isValid = appearingModules.find(composition.getModuleName()) == appearingModules.end();
                STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "The module \"" << composition.getModuleName() << "\" is referred to more than once in the system composition.");
                appearingModules.insert(composition.getModuleName());
                std::set<uint_fast64_t> synchronizingActionIndices = program.getModule(composition.getModuleName()).getSynchronizingActionIndices();
                return synchronizingActionIndices;
            }

            virtual boost::any visit(RenamingComposition const& composition, boost::any const& data) override {
                std::set<uint_fast64_t> subSynchronizingActionIndices = boost::any_cast<std::set<uint_fast64_t>>(composition.getSubcomposition().accept(*this, data));

                std::set<uint_fast64_t> newSynchronizingActionIndices = subSynchronizingActionIndices;
                for (auto const& namePair : composition.getActionRenaming()) {
                    if (!program.hasAction(namePair.first)) {
                        STORM_LOG_THROW(false, storm::exceptions::WrongFormatException, "System composition refers to unknown action '" << namePair.first << "'.");
                    } else if (!program.hasAction(namePair.second)) {
                        STORM_LOG_THROW(false, storm::exceptions::WrongFormatException, "System composition refers to unknown action '" << namePair.second << "'.");
                    } else {
                        uint_fast64_t fromIndex = program.getActionIndex(namePair.first);
                        uint_fast64_t toIndex = program.getActionIndex(namePair.second);
                        auto it = subSynchronizingActionIndices.find(fromIndex);
                        STORM_LOG_THROW(it != subSynchronizingActionIndices.end(), storm::exceptions::WrongFormatException, "Cannot rename action '" << namePair.first << "', because module '" << composition.getSubcomposition() << " does not have this action.");
                        newSynchronizingActionIndices.erase(newSynchronizingActionIndices.find(fromIndex));
                        newSynchronizingActionIndices.insert(toIndex);
                    }
                }


                return newSynchronizingActionIndices;
            }

            virtual boost::any visit(HidingComposition const& composition, boost::any const& data) override {
                std::set<uint_fast64_t> subSynchronizingActionIndices = boost::any_cast<std::set<uint_fast64_t>>(composition.getSubcomposition().accept(*this, data));

                for (auto const& action : composition.getActionsToHide()) {
                    if (!program.hasAction(action)) {
                        STORM_LOG_THROW(false, storm::exceptions::WrongFormatException, "System composition refers to unknown action '" << action << "'.");
                    } else {
                        uint_fast64_t index = program.getActionIndex(action);
                        auto it = subSynchronizingActionIndices.find(index);
                        STORM_LOG_THROW(it != subSynchronizingActionIndices.end(), storm::exceptions::WrongFormatException, "Cannot hide action '" << action << "', because module '" << composition.getSubcomposition() << " does not have this action.");
                        subSynchronizingActionIndices.erase(it);
                    }
                }

                return subSynchronizingActionIndices;
            }

            virtual boost::any visit(SynchronizingParallelComposition const& composition, boost::any const& data) override {
                std::set<uint_fast64_t> leftSynchronizingActionIndices = boost::any_cast<std::set<uint_fast64_t>>(composition.getLeftSubcomposition().accept(*this, data));
                std::set<uint_fast64_t> rightSynchronizingActionIndices = boost::any_cast<std::set<uint_fast64_t>>(composition.getRightSubcomposition().accept(*this, data));

                std::set<uint_fast64_t> synchronizingActionIndices;
                std::set_union(leftSynchronizingActionIndices.begin(), leftSynchronizingActionIndices.end(), rightSynchronizingActionIndices.begin(), rightSynchronizingActionIndices.end(), std::inserter(synchronizingActionIndices, synchronizingActionIndices.begin()));

                return synchronizingActionIndices;
            }

            virtual boost::any visit(InterleavingParallelComposition const& composition, boost::any const& data) override {
                std::set<uint_fast64_t> leftSynchronizingActionIndices = boost::any_cast<std::set<uint_fast64_t>>(composition.getLeftSubcomposition().accept(*this, data));
                std::set<uint_fast64_t> rightSynchronizingActionIndices = boost::any_cast<std::set<uint_fast64_t>>(composition.getRightSubcomposition().accept(*this, data));

                std::set<uint_fast64_t> synchronizingActionIndices;
                std::set_union(leftSynchronizingActionIndices.begin(), leftSynchronizingActionIndices.end(), rightSynchronizingActionIndices.begin(), rightSynchronizingActionIndices.end(), std::inserter(synchronizingActionIndices, synchronizingActionIndices.begin()));

                return synchronizingActionIndices;
            }

            virtual boost::any visit(RestrictedParallelComposition const& composition, boost::any const& data) override {
                std::set<uint_fast64_t> leftSynchronizingActionIndices = boost::any_cast<std::set<uint_fast64_t>>(composition.getLeftSubcomposition().accept(*this, data));
                std::set<uint_fast64_t> rightSynchronizingActionIndices = boost::any_cast<std::set<uint_fast64_t>>(composition.getRightSubcomposition().accept(*this, data));

                for (auto const& action : composition.getSynchronizingActions()) {
                    if (!program.hasAction(action)) {
                        STORM_LOG_THROW(false, storm::exceptions::WrongFormatException, "System composition refers to unknown action '" << action << "'.");
                    } else {
                        uint_fast64_t index = program.getActionIndex(action);
                        auto it = leftSynchronizingActionIndices.find(index);
                        STORM_LOG_THROW(it != leftSynchronizingActionIndices.end(), storm::exceptions::WrongFormatException, "Cannot synchronize on action '" << action << "', because module '" << composition.getLeftSubcomposition() << " does not have this action.");
                        it = rightSynchronizingActionIndices.find(index);
                        STORM_LOG_THROW(it != rightSynchronizingActionIndices.end(), storm::exceptions::WrongFormatException, "Cannot synchronize on action '" << action << "', because module '" << composition.getRightSubcomposition() << " does not have this action.");
                    }
                }

                std::set<uint_fast64_t> synchronizingActionIndices;
                std::set_union(leftSynchronizingActionIndices.begin(), leftSynchronizingActionIndices.end(), rightSynchronizingActionIndices.begin(), rightSynchronizingActionIndices.end(), std::inserter(synchronizingActionIndices, synchronizingActionIndices.begin()));

                return synchronizingActionIndices;
            }

        private:
            storm::prism::Program const& program;
            std::set<std::string> appearingModules;
        };

        Program::Program(std::shared_ptr<storm::expressions::ExpressionManager> manager, ModelType modelType, std::vector<Constant> const& constants, std::vector<BooleanVariable> const& globalBooleanVariables, std::vector<IntegerVariable> const& globalIntegerVariables, std::vector<Formula> const& formulas, std::vector<Player> const& players, std::vector<Module> const& modules, std::map<std::string, uint_fast64_t> const& actionToIndexMap, std::vector<RewardModel> const& rewardModels, std::vector<Label> const& labels, std::vector<ObservationLabel> const& observationLabels, boost::optional<InitialConstruct> const& initialConstruct, boost::optional<SystemCompositionConstruct> const& compositionConstruct, bool prismCompatibility, std::string const& filename, uint_fast64_t lineNumber, bool finalModel)
        : LocatedInformation(filename, lineNumber), manager(manager),
        modelType(modelType), constants(constants), constantToIndexMap(),
        globalBooleanVariables(globalBooleanVariables), globalBooleanVariableToIndexMap(),
        globalIntegerVariables(globalIntegerVariables), globalIntegerVariableToIndexMap(),
        formulas(formulas), formulaToIndexMap(), players(players), modules(modules), moduleToIndexMap(),
        rewardModels(rewardModels), rewardModelToIndexMap(), systemCompositionConstruct(compositionConstruct),
        labels(labels), labelToIndexMap(), observationLabels(observationLabels), actionToIndexMap(actionToIndexMap), indexToActionMap(), actions(),
        synchronizingActionIndices(), actionIndicesToModuleIndexMap(), variableToModuleIndexMap(), prismCompatibility(prismCompatibility)
        {

            // Start by creating the necessary mappings from the given ones.
            this->createMappings();

            // Set the initial construct if given.
            if (initialConstruct) {
                this->initialConstruct = initialConstruct.get();
            } else {
                // Otherwise, we create the missing initial values.
                this->createMissingInitialValues();
                for (auto& modules : this->modules) {
                    modules.createMissingInitialValues();
                }
            }

            if (finalModel) {
                // If the model is supposed to be a CTMC, but contains probabilistic commands, we transform them to Markovian
                // commands and issue a warning.
                if (modelType == storm::prism::Program::ModelType::CTMC && prismCompatibility) {
                    bool hasProbabilisticCommands = false;
                    for (auto& module : this->modules) {
                        for (auto& command : module.getCommands()) {
                            if (!command.isMarkovian()) {
                                command.setMarkovian(true);
                                hasProbabilisticCommands = true;
                            }
                        }
                    }
                    STORM_LOG_WARN_COND(!hasProbabilisticCommands, "The input model is a CTMC, but uses probabilistic commands like they are used in PRISM. Consider rewriting the commands to use Markovian commands instead.");
                }
                // Then check the validity.
                this->checkValidity(Program::ValidityCheckLevel::VALIDINPUT);
            }
        }

        Program::ModelType Program::getModelType() const {
            return modelType;
        }

        bool Program::isDiscreteTimeModel() const {
            return modelType == ModelType::DTMC || modelType == ModelType::MDP || modelType == ModelType::POMDP || modelType == ModelType::SMG;
        }

        bool Program::isDeterministicModel() const {
            return modelType == ModelType::DTMC || modelType == ModelType::CTMC;
        }


        bool Program::isPartiallyObservable() const {
            return modelType == ModelType::POMDP;
        }

        size_t Program::getNumberOfCommands() const {
            size_t res = 0;
            for (auto const& module : this->getModules()) {
                res += module.getNumberOfCommands();
            }
            return res;
        }

        bool Program::hasUndefinedConstants() const {
            for (auto const& constant : this->getConstants()) {
                if (!constant.isDefined()) {
                    return true;
                }
            }
            return false;
        }

        bool Program::undefinedConstantsAreGraphPreserving() const {
            if (!this->hasUndefinedConstants()) {
                return true;
            }

            // Gather the variables of all undefined constants.
            std::set<storm::expressions::Variable> undefinedConstantVariables;
            for (auto const& constant : this->getConstants()) {
                if (!constant.isDefined()) {
                    undefinedConstantVariables.insert(constant.getExpressionVariable());
                }
            }

            // Start by checking the defining expressions of all defined constants. If it contains a currently undefined
            // constant, we need to mark the target constant as undefined as well.
            for (auto const& constant : this->getConstants()) {
                if (constant.isDefined()) {
                    if (constant.getExpression().containsVariable(undefinedConstantVariables)) {
                        undefinedConstantVariables.insert(constant.getExpressionVariable());
                    }
                }
            }

            // Now check initial value and range expressions of global variables.
            for (auto const& booleanVariable : this->getGlobalBooleanVariables()) {
                if (booleanVariable.hasInitialValue()) {
                    if (booleanVariable.getInitialValueExpression().containsVariable(undefinedConstantVariables)) {
                        return false;
                    }
                }
            }
            for (auto const& integerVariable : this->getGlobalIntegerVariables()) {
                if (integerVariable.hasInitialValue()) {
                    if (integerVariable.getInitialValueExpression().containsVariable(undefinedConstantVariables)) {
                        return false;
                    }
                }
                if (integerVariable.getLowerBoundExpression().containsVariable(undefinedConstantVariables)) {
                    return false;
                }
                if (integerVariable.getUpperBoundExpression().containsVariable(undefinedConstantVariables)) {
                    return false;
                }
            }


            // Proceed by checking each of the modules.
            for (auto const& module : this->getModules()) {
                if (!module.containsVariablesOnlyInUpdateProbabilities(undefinedConstantVariables)) {
                    return false;
                }
            }

            // Check the reward models.
            for (auto const& rewardModel : this->getRewardModels()) {
                rewardModel.containsVariablesOnlyInRewardValueExpressions(undefinedConstantVariables);
            }

            // Initial construct.
            if (this->hasInitialConstruct()) {
                if (this->getInitialConstruct().getInitialStatesExpression().containsVariable(undefinedConstantVariables)) {
                    return false;
                }
            }

            // Labels.
            for (auto const& label : this->getLabels()) {
                if (label.getStatePredicateExpression().containsVariable(undefinedConstantVariables)) {
                    return false;
                }
            }

            return true;
        }

        std::vector<std::reference_wrapper<storm::prism::Constant const>> Program::getUndefinedConstants() const {
            std::vector<std::reference_wrapper<storm::prism::Constant const>> result;
            for (auto const& constant : this->getConstants()) {
                if (!constant.isDefined()) {
                    result.push_back(constant);
                }
            }
            return result;
        }

        std::string Program::getUndefinedConstantsAsString() const {
            std::stringstream stream;
            bool printComma = false;
            for (auto const& constant : getUndefinedConstants()) {
                if (printComma) {
                    stream << ", ";
                } else {
                    printComma = true;
                }
                stream << constant.get().getName() << " (" << constant.get().getType() << ")";
            }
            stream << ".";
            return stream.str();
        }

        bool Program::hasConstant(std::string const& constantName) const {
            return this->constantToIndexMap.find(constantName) != this->constantToIndexMap.end();
        }

        Constant const& Program::getConstant(std::string const& constantName) const {
            auto const& constantIndexPair = this->constantToIndexMap.find(constantName);
            return this->getConstants()[constantIndexPair->second];
        }

        std::vector<Constant> const& Program::getConstants() const {
            return this->constants;
        }

        std::map<storm::expressions::Variable, storm::expressions::Expression> Program::getConstantsSubstitution() const {
            return getConstantsFormulasSubstitution(true, false);
        }

        std::map<storm::expressions::Variable, storm::expressions::Expression> Program::getFormulasSubstitution() const {
            return getConstantsFormulasSubstitution(false, true);
        }

        std::map<storm::expressions::Variable, storm::expressions::Expression> Program::getConstantsFormulasSubstitution(bool getConstantsSubstitution, bool getFormulasSubstitution) const {
            std::map<storm::expressions::Variable, storm::expressions::Expression> result;
            if (getConstantsSubstitution) {
                for (auto const& constant : this->getConstants()) {
                    if (constant.isDefined()) {
                        result.emplace(constant.getExpressionVariable(), constant.getExpression().substitute(result));
                    }
                }
            }
            if (getFormulasSubstitution) {
                for (auto const& formula : this->getFormulas()) {
                    result.emplace(formula.getExpressionVariable(), formula.getExpression().substitute(result));
                }
            }
            return result;
        }

        std::map<storm::expressions::Variable, storm::expressions::Expression> Program::getSubstitutionForRenamedModule(Module const& renamedModule, std::map<storm::expressions::Variable, storm::expressions::Expression> const& substitution) const {
            auto renaming = getFinalRenamingOfModule(renamedModule);
            std::map<storm::expressions::Variable, storm::expressions::Expression> renamingAsSubstitution;
            for (auto const& renamingPair : renaming) {
                if (getManager().hasVariable(renamingPair.first)) {
                    assert(getManager().hasVariable(renamingPair.second));
                    renamingAsSubstitution.emplace(getManager().getVariable(renamingPair.first), getManager().getVariableExpression(renamingPair.second));
                }
            }

            std::map<storm::expressions::Variable, storm::expressions::Expression> newSubstitution;
            for (auto const& substVarExpr : substitution) {
                newSubstitution.emplace(substVarExpr.first, storm::jani::substituteJaniExpression(substVarExpr.second, renamingAsSubstitution));
            }
            return newSubstitution;
        }

        std::map<std::string, std::string> Program::getFinalRenamingOfModule(Module const& renamedModule) const {
            std::vector<Module const*> moduleStack = {&renamedModule};
            while (moduleStack.back()->isRenamedFromModule()) {
                moduleStack.push_back(&getModule(moduleStack.back()->getBaseModule()));
            }

            assert(!moduleStack.back()->isRenamedFromModule());
            moduleStack.pop_back();
            assert(moduleStack.empty() || moduleStack.back()->isRenamedFromModule());
            std::map<std::string, std::string> currentRenaming;
            while (!moduleStack.empty()) {
                Module const& currentModule = *moduleStack.back();
                moduleStack.pop_back();
                assert(currentModule.isRenamedFromModule());
                std::map<std::string, std::string> newRenaming = currentModule.getRenaming();
                for (auto const& renaimingPair : newRenaming) {
                    auto findRes = currentRenaming.find(renaimingPair.second);
                    if (findRes != currentRenaming.end()) {
                        newRenaming[renaimingPair.second] = findRes->second;
                        currentRenaming.erase(findRes);
                    }
                }
                newRenaming.insert(currentRenaming.begin(), currentRenaming.end());
                currentRenaming = std::move(newRenaming);
            }
            return currentRenaming;
        }



        std::size_t Program::getNumberOfConstants() const {
            return this->getConstants().size();
        }

        std::vector<BooleanVariable> const& Program::getGlobalBooleanVariables() const {
            return this->globalBooleanVariables;
        }

        std::vector<IntegerVariable> const& Program::getGlobalIntegerVariables() const {
            return this->globalIntegerVariables;
        }

        std::set<storm::expressions::Variable> Program::getAllExpressionVariables() const {
            std::set<storm::expressions::Variable> result;

            for (auto const& constant : constants) {
                result.insert(constant.getExpressionVariable());
            }
            for (auto const& variable : globalBooleanVariables) {
                result.insert(variable.getExpressionVariable());
            }
            for (auto const& variable : globalIntegerVariables) {
                result.insert(variable.getExpressionVariable());
            }
            for (auto const& module : modules) {
                auto const& moduleVariables = module.getAllExpressionVariables();
                result.insert(moduleVariables.begin(), moduleVariables.end());
            }

            return result;
        }

        std::vector<storm::expressions::Expression> Program::getAllRangeExpressions() const {
            std::vector<storm::expressions::Expression> result;
            for (auto const& globalIntegerVariable : this->globalIntegerVariables) {
                result.push_back(globalIntegerVariable.getRangeExpression());
            }

            for (auto const& module : modules) {
                std::vector<storm::expressions::Expression> moduleRangeExpressions = module.getAllRangeExpressions();
                result.insert(result.end(), moduleRangeExpressions.begin(), moduleRangeExpressions.end());
            }

            return result;
        }

        bool Program::globalBooleanVariableExists(std::string const& variableName) const {
            return this->globalBooleanVariableToIndexMap.count(variableName) > 0;
        }

        bool Program::globalIntegerVariableExists(std::string const& variableName) const {
            return this->globalIntegerVariableToIndexMap.count(variableName) > 0;
        }

        BooleanVariable const& Program::getGlobalBooleanVariable(std::string const& variableName) const {
            auto const& nameIndexPair = this->globalBooleanVariableToIndexMap.find(variableName);
            STORM_LOG_THROW(nameIndexPair != this->globalBooleanVariableToIndexMap.end(), storm::exceptions::OutOfRangeException, "Unknown boolean variable '" << variableName << "'.");
            return this->getGlobalBooleanVariables()[nameIndexPair->second];
        }

        IntegerVariable const& Program::getGlobalIntegerVariable(std::string const& variableName) const {
            auto const& nameIndexPair = this->globalIntegerVariableToIndexMap.find(variableName);
            STORM_LOG_THROW(nameIndexPair != this->globalIntegerVariableToIndexMap.end(), storm::exceptions::OutOfRangeException, "Unknown integer variable '" << variableName << "'.");
            return this->getGlobalIntegerVariables()[nameIndexPair->second];
        }

        std::size_t Program::getNumberOfGlobalBooleanVariables() const {
            return this->getGlobalBooleanVariables().size();
        }

        std::size_t Program::getNumberOfGlobalIntegerVariables() const {
            return this->getGlobalIntegerVariables().size();
        }

        std::vector<Formula> const& Program::getFormulas() const {
            return this->formulas;
        }

        std::vector<Player> const& Program::getPlayers() const {
            return this->players;
        }

        std::size_t Program::getNumberOfPlayers() const {
            return this->getPlayers().size();
        }

        storm::storage::PlayerIndex const& Program::getIndexOfPlayer(std::string const& playerName) const {
            return this->playerToIndexMap.at(playerName);
        }

        std::map<std::string, storm::storage::PlayerIndex> const& Program::getPlayerNameToIndexMapping() const {
            return playerToIndexMap;
        }
        
        std::vector<storm::storage::PlayerIndex> Program::buildModuleIndexToPlayerIndexMap() const {
            std::vector<storm::storage::PlayerIndex> result(this->getModules().size(), storm::storage::INVALID_PLAYER_INDEX);
            for (storm::storage::PlayerIndex i = 0; i < this->getPlayers().size(); ++i) {
                for (auto const& module : this->getPlayers()[i].getModules()) {
                    STORM_LOG_ASSERT(hasModule(module), "Module " << module << " not found.");
                    STORM_LOG_ASSERT(moduleToIndexMap.at(module) < this->getModules().size(), "module index " << moduleToIndexMap.at(module) << " out of range.");
                    result[moduleToIndexMap.at(module)] = i;
                }
            }
            return result;
        }
        
        std::map<uint64_t, storm::storage::PlayerIndex> Program::buildActionIndexToPlayerIndexMap() const {
            std::map<uint64_t, storm::storage::PlayerIndex> result;
            // First insert an invalid player index for all available actions
            for (auto const& action : indexToActionMap) {
                result.emplace_hint(result.end(), action.first, storm::storage::INVALID_PLAYER_INDEX);
            }
            // Now set the actual player indices.
            // Note that actions that are not assigned to a player will still have INVALID_PLAYER_INDEX afterwards
            for (storm::storage::PlayerIndex i = 0; i < this->getPlayers().size(); ++i) {
                for (auto const& act : this->getPlayers()[i].getActions()) {
                    STORM_LOG_ASSERT(hasAction(act), "Action " << act << " not found.");
                    result[actionToIndexMap.at(act)] = i;
                }
            }
            return result;
        }

        std::size_t Program::getNumberOfFormulas() const {
            return this->getFormulas().size();
        }

        std::size_t Program::getNumberOfModules() const {
            return this->getModules().size();
        }

        storm::prism::Module const& Program::getModule(uint_fast64_t index) const {
            return this->modules[index];
        }

        bool Program::hasModule(std::string const& moduleName) const {
            return this->moduleToIndexMap.find(moduleName) != this->moduleToIndexMap.end();
        }

        Module const& Program::getModule(std::string const& moduleName) const {
            auto const& nameIndexPair = this->moduleToIndexMap.find(moduleName);
            STORM_LOG_THROW(nameIndexPair != this->moduleToIndexMap.end(), storm::exceptions::OutOfRangeException, "Unknown module '" << moduleName << "'.");
            return this->getModules()[nameIndexPair->second];
        }

        std::vector<storm::prism::Module> const& Program::getModules() const {
            return this->modules;
        }

        std::map<std::string, uint_fast64_t> const& Program::getActionNameToIndexMapping() const {
            return actionToIndexMap;
        }

        uint64_t Program::getNumberOfUnlabeledCommands() const {
            uint64_t result = 0;
            for (auto const& m : modules) {
                result += m.getNumberOfUnlabeledCommands();
            }
            return result;
        }

        bool Program::hasInitialConstruct() const {
            return static_cast<bool>(initialConstruct);
        }

        storm::prism::InitialConstruct const& Program::getInitialConstruct() const {
            return this->initialConstruct.get();
        }

        boost::optional<InitialConstruct> const& Program::getOptionalInitialConstruct() const {
            return this->initialConstruct;
        }

        storm::expressions::Expression Program::getInitialStatesExpression() const {
            // If there is an initial construct, return its expression. If not, we construct the expression from the
            // initial values of the variables (which have to exist).
            if (this->hasInitialConstruct()) {
                return this->getInitialConstruct().getInitialStatesExpression();
            } else {
                storm::expressions::Expression result;

                for (auto const& variable : this->getGlobalBooleanVariables()) {
                    if (result.isInitialized()) {
                        result = result && storm::expressions::iff(variable.getExpressionVariable(), variable.getInitialValueExpression());
                    } else {
                        result = storm::expressions::iff(variable.getExpressionVariable(), variable.getInitialValueExpression());
                    }
                }
                for (auto const& variable : this->getGlobalIntegerVariables()) {
                    if (result.isInitialized()) {
                        result = result && variable.getExpressionVariable() == variable.getInitialValueExpression();
                    } else {
                        result = variable.getExpressionVariable() == variable.getInitialValueExpression();
                    }
                }
                for (auto const& module : this->getModules()) {
                    for (auto const& variable : module.getBooleanVariables()) {
                        if (result.isInitialized()) {
                            result = result && storm::expressions::iff(variable.getExpressionVariable(), variable.getInitialValueExpression());
                        } else {
                            result = storm::expressions::iff(variable.getExpressionVariable(), variable.getInitialValueExpression());
                        }
                    }
                    for (auto const& variable : module.getIntegerVariables()) {
                        if (result.isInitialized()) {
                            result = result && variable.getExpressionVariable() == variable.getInitialValueExpression();
                        } else {
                            result = variable.getExpressionVariable() == variable.getInitialValueExpression();
                        }
                    }
                }

                // If there are no variables, there is no restriction on the initial states.
                if (!result.isInitialized()) {
                    result = manager->boolean(true);
                }

                return result;
            }
        }

        bool Program::specifiesSystemComposition() const {
            return static_cast<bool>(systemCompositionConstruct);
        }

        SystemCompositionConstruct const& Program::getSystemCompositionConstruct() const {
            return systemCompositionConstruct.get();
        }

        boost::optional<SystemCompositionConstruct> Program::getOptionalSystemCompositionConstruct() const {
            return systemCompositionConstruct;
        }

        std::shared_ptr<Composition> Program::getDefaultSystemComposition() const {
            std::shared_ptr<Composition> current = std::make_shared<ModuleComposition>(this->modules.front().getName());

            for (uint_fast64_t index = 1; index < this->modules.size(); ++index) {
                std::shared_ptr<Composition> newComposition = std::make_shared<SynchronizingParallelComposition>(current, std::make_shared<ModuleComposition>(this->modules[index].getName()));
                current = newComposition;
            }


            return current;
        }

        std::set<std::string> const& Program::getActions() const {
            return this->actions;
        }

        std::set<uint_fast64_t> const& Program::getSynchronizingActionIndices() const {
            return this->synchronizingActionIndices;
        }

        std::string const& Program::getActionName(uint_fast64_t actionIndex) const {
            auto const& indexNamePair = this->indexToActionMap.find(actionIndex);
            STORM_LOG_THROW(indexNamePair != this->indexToActionMap.end(), storm::exceptions::InvalidArgumentException, "Unknown action index " << actionIndex << ".");
            return indexNamePair->second;
        }

        uint_fast64_t Program::getActionIndex(std::string const& actionName) const {
            auto const& nameIndexPair = this->actionToIndexMap.find(actionName);
            STORM_LOG_THROW(nameIndexPair != this->actionToIndexMap.end(), storm::exceptions::InvalidArgumentException, "Unknown action name '" << actionName << "'.");
            return nameIndexPair->second;
        }

        bool Program::hasAction(std::string const& actionName) const {
            return this->actionToIndexMap.find(actionName) != this->actionToIndexMap.end();
        }

        bool Program::hasAction(uint_fast64_t const& actionIndex) const {
            return this->indexToActionMap.find(actionIndex) != this->indexToActionMap.end();
        }

        std::set<uint_fast64_t> const& Program::getModuleIndicesByAction(std::string const& action) const {
            auto const& nameIndexPair = this->actionToIndexMap.find(action);
            STORM_LOG_THROW(nameIndexPair != this->actionToIndexMap.end(), storm::exceptions::OutOfRangeException, "Action name '" << action << "' does not exist.");
            return this->getModuleIndicesByActionIndex(nameIndexPair->second);
        }

        std::set<uint_fast64_t> const& Program::getModuleIndicesByActionIndex(uint_fast64_t actionIndex) const {
            auto const& actionModuleSetPair = this->actionIndicesToModuleIndexMap.find(actionIndex);
            STORM_LOG_THROW(actionModuleSetPair != this->actionIndicesToModuleIndexMap.end(), storm::exceptions::OutOfRangeException, "Action with index '" << actionIndex << "' does not exist.");
            return actionModuleSetPair->second;
        }

        uint_fast64_t Program::getModuleIndexByVariable(std::string const& variableName) const {
            auto const& variableNameToModuleIndexPair = this->variableToModuleIndexMap.find(variableName);
            STORM_LOG_THROW(variableNameToModuleIndexPair != this->variableToModuleIndexMap.end(), storm::exceptions::OutOfRangeException, "Variable '" << variableName << "' does not exist.");
            return variableNameToModuleIndexPair->second;
        }

        std::pair<uint_fast64_t, uint_fast64_t> Program::getModuleCommandIndexByGlobalCommandIndex(uint_fast64_t globalCommandIndex) const {
            uint_fast64_t moduleIndex = 0;
            for (auto const& module : modules) {
                uint_fast64_t commandIndex = 0;
                for (auto const& command : module.getCommands()) {
                    if (command.getGlobalIndex() == globalCommandIndex) {
                        return std::pair<uint_fast64_t, uint_fast64_t>(moduleIndex, commandIndex);
                    }
                    ++commandIndex;
                }
                ++moduleIndex;
            }
            // This point should not be reached if the globalCommandIndex is valid
            STORM_LOG_THROW(false, storm::exceptions::OutOfRangeException, "Global command index '" << globalCommandIndex << "' does not exist.");
            return std::pair<uint_fast64_t, uint_fast64_t>(0, 0);
        }

        bool Program::hasRewardModel() const {
            return !this->rewardModels.empty();
        }

        bool Program::hasRewardModel(std::string const& name) const {
            auto const& nameIndexPair = this->rewardModelToIndexMap.find(name);
            return nameIndexPair != this->rewardModelToIndexMap.end();
        }

        std::vector<storm::prism::RewardModel> const& Program::getRewardModels() const {
            return this->rewardModels;
        }

        std::size_t Program::getNumberOfRewardModels() const {
            return this->getRewardModels().size();
        }

        storm::prism::RewardModel const& Program::getRewardModel(std::string const& name) const {
            auto const& nameIndexPair = this->rewardModelToIndexMap.find(name);
            STORM_LOG_THROW(nameIndexPair != this->rewardModelToIndexMap.end(), storm::exceptions::OutOfRangeException, "Reward model '" << name << "' does not exist.");
            return this->getRewardModels()[nameIndexPair->second];
        }

        RewardModel const& Program::getRewardModel(uint_fast64_t index) const {
            STORM_LOG_THROW(this->getNumberOfRewardModels() > index, storm::exceptions::OutOfRangeException, "Reward model with index " << index << " does not exist.");
            return this->rewardModels[index];
        }

        bool Program::hasLabel(std::string const& labelName) const {
            auto it = std::find_if(labels.begin(), labels.end(), [&labelName] (storm::prism::Label const& label) { return label.getName() == labelName; } );
            return it != labels.end();
        }

        std::vector<Label> const& Program::getLabels() const {
            return this->labels;
        }

        std::vector<storm::expressions::Expression> Program::getAllGuards(bool negated) const {
            std::vector<storm::expressions::Expression> allGuards;
            for (auto const& module : modules) {
                for (auto const& command : module.getCommands()) {
                    allGuards.push_back(negated ? !command.getGuardExpression() : command.getGuardExpression());
                }
            }
            return allGuards;
        }

        storm::expressions::Expression const& Program::getLabelExpression(std::string const& label) const {
            auto const& labelIndexPair = labelToIndexMap.find(label);
            STORM_LOG_THROW(labelIndexPair != labelToIndexMap.end(), storm::exceptions::InvalidArgumentException, "Cannot retrieve expression for unknown label '" << label << "'.");
            return this->labels[labelIndexPair->second].getStatePredicateExpression();
        }

        std::map<std::string, storm::expressions::Expression> Program::getLabelToExpressionMapping() const {
            std::map<std::string, storm::expressions::Expression> result;
            for (auto const& label : labels) {
                result.emplace(label.getName(), label.getStatePredicateExpression());
            }
            return result;
        }

        std::size_t Program::getNumberOfLabels() const {
            return this->getLabels().size();
        }

        void Program::addLabel(std::string const& name, storm::expressions::Expression const& statePredicateExpression) {
            auto it = std::find_if(this->labels.begin(), this->labels.end(), [&name] (storm::prism::Label const& label) { return label.getName() == name; });
            STORM_LOG_THROW(it == this->labels.end(), storm::exceptions::InvalidArgumentException, "Cannot add a label '" << name << "', because a label with that name already exists.");
            this->labels.emplace_back(name, statePredicateExpression);
        }

        void Program::removeLabel(std::string const& name) {
            auto it = std::find_if(this->labels.begin(), this->labels.end(), [&name] (storm::prism::Label const& label) { return label.getName() == name; });
            STORM_LOG_THROW(it != this->labels.end(), storm::exceptions::InvalidArgumentException, "Canno remove unknown label '" << name << "'.");
            this->labels.erase(it);
        }

        void Program::removeRewardModels() {
            this->rewardModels.clear();
            this->rewardModelToIndexMap.clear();
        }

        void Program::filterLabels(std::set<std::string> const& labelSet) {
            std::vector<storm::prism::Label> newLabels;
            newLabels.reserve(labelSet.size());

            // Now filter the labels by the criterion whether or not their name appears in the given label set.
            for (auto it = labels.begin(), ite = labels.end(); it != ite; ++it) {
                auto setIt = labelSet.find(it->getName());
                if (setIt != labelSet.end()) {
                    newLabels.emplace_back(*it);
                }
            }

            // Move the new labels in place.
            this->labels = std::move(newLabels);
        }

        std::vector<ObservationLabel> const& Program::getObservationLabels() const {
            return this->observationLabels;
        }

        std::size_t Program::getNumberOfObservationLabels() const {
            return this->observationLabels.size();
        }

        Program Program::restrictCommands(storm::storage::FlatSet<uint_fast64_t> const& indexSet) const {
            std::vector<storm::prism::Module> newModules;
            newModules.reserve(this->getNumberOfModules());

            for (auto const& module : this->getModules()) {
                newModules.push_back(module.restrictCommands(indexSet));
            }

            return Program(this->manager, this->getModelType(), this->getConstants(), this->getGlobalBooleanVariables(), this->getGlobalIntegerVariables(), this->getFormulas(), this->getPlayers(), newModules, this->getActionNameToIndexMapping(), this->getRewardModels(), this->getLabels(), this->getObservationLabels(), this->getOptionalInitialConstruct(), this->getOptionalSystemCompositionConstruct(), prismCompatibility);
        }

        void Program::createMappings() {
            // Build the mappings for constants, global variables, formulas, modules, reward models and labels.
            for (uint_fast64_t constantIndex = 0; constantIndex < this->getNumberOfConstants(); ++constantIndex) {
                this->constantToIndexMap[this->getConstants()[constantIndex].getName()] = constantIndex;
            }
            for (uint_fast64_t globalVariableIndex = 0; globalVariableIndex < this->getNumberOfGlobalBooleanVariables(); ++globalVariableIndex) {
                this->globalBooleanVariableToIndexMap[this->getGlobalBooleanVariables()[globalVariableIndex].getName()] = globalVariableIndex;
            }
            for (uint_fast64_t globalVariableIndex = 0; globalVariableIndex < this->getNumberOfGlobalIntegerVariables(); ++globalVariableIndex) {
                this->globalIntegerVariableToIndexMap[this->getGlobalIntegerVariables()[globalVariableIndex].getName()] = globalVariableIndex;
            }
            for (uint_fast64_t formulaIndex = 0; formulaIndex < this->getNumberOfFormulas(); ++formulaIndex) {
                this->formulaToIndexMap[this->getFormulas()[formulaIndex].getName()] = formulaIndex;
            }
            for (uint_fast64_t labelIndex = 0; labelIndex < this->getNumberOfLabels(); ++labelIndex) {
                this->labelToIndexMap[this->getLabels()[labelIndex].getName()] = labelIndex;
            }
            for (uint_fast64_t moduleIndex = 0; moduleIndex < this->getNumberOfModules(); ++moduleIndex) {
                this->moduleToIndexMap[this->getModules()[moduleIndex].getName()] = moduleIndex;
            }
            for (storm::storage::PlayerIndex playerIndex = 0; playerIndex < this->getNumberOfPlayers(); ++playerIndex) {
                this->playerToIndexMap[this->getPlayers()[playerIndex].getName()] = playerIndex;
            }
            for (uint_fast64_t rewardModelIndex = 0; rewardModelIndex < this->getNumberOfRewardModels(); ++rewardModelIndex) {
                this->rewardModelToIndexMap[this->getRewardModels()[rewardModelIndex].getName()] = rewardModelIndex;
            }

            for (auto const& actionIndexPair : this->getActionNameToIndexMapping()) {
                this->actions.insert(actionIndexPair.first);
                this->indexToActionMap.emplace(actionIndexPair.second, actionIndexPair.first);

                // Only let all non-zero indices be synchronizing.
                if (actionIndexPair.second != 0) {
                    this->synchronizingActionIndices.insert(actionIndexPair.second);
                    this->actionIndicesToModuleIndexMap[actionIndexPair.second] = std::set<uint_fast64_t>();
                }
            }

            // Build the mapping from action names to module indices so that the lookup can later be performed quickly.
            for (unsigned int moduleIndex = 0; moduleIndex < this->getNumberOfModules(); moduleIndex++) {
                Module const& module = this->getModule(moduleIndex);

                for (auto const& actionIndex : module.getSynchronizingActionIndices()) {
                    auto const& actionModuleIndicesPair = this->actionIndicesToModuleIndexMap.find(actionIndex);
                    this->actionIndicesToModuleIndexMap[actionIndex].insert(moduleIndex);
                }

                // Put in the appropriate entries for the mapping from variable names to module index.
                for (auto const& booleanVariable : module.getBooleanVariables()) {
                    this->variableToModuleIndexMap[booleanVariable.getName()] = moduleIndex;
                }
                for (auto const& integerVariable : module.getIntegerVariables()) {
                    this->variableToModuleIndexMap[integerVariable.getName()] = moduleIndex;
                }
                for (auto const& clockVariable : module.getClockVariables()) {
                    this->variableToModuleIndexMap[clockVariable.getName()] = moduleIndex;
                }
            }

        }

        Program Program::defineUndefinedConstants(std::map<storm::expressions::Variable, storm::expressions::Expression> const& constantDefinitions) const {
            // For sanity checking, we keep track of all undefined constants that we define in the course of this procedure.
            std::set<storm::expressions::Variable> definedUndefinedConstants;

            std::vector<Constant> newConstants;
            newConstants.reserve(this->getNumberOfConstants());
            for (auto const& constant : this->getConstants()) {
                // If the constant is already defined, we need to replace the appearances of undefined constants in its
                // defining expression
                if (constant.isDefined()) {
                    // Make sure we are not trying to define an already defined constant.
                    STORM_LOG_THROW(constantDefinitions.find(constant.getExpressionVariable()) == constantDefinitions.end(), storm::exceptions::InvalidArgumentException, "Illegally defining already defined constant '" << constant.getName() << "'.");

                    // Now replace the occurrences of undefined constants in its defining expression.
                    newConstants.emplace_back(constant.getExpressionVariable(), constant.getExpression().substitute(constantDefinitions), constant.getFilename(), constant.getLineNumber());
                } else {
                    auto const& variableExpressionPair = constantDefinitions.find(constant.getExpressionVariable());

                    // If the constant is not defined by the mapping, we leave it like it is.
                    if (variableExpressionPair == constantDefinitions.end()) {
                        newConstants.emplace_back(constant);
                    } else {
                        // Otherwise, we add it to the defined constants and assign it the appropriate expression.
                        definedUndefinedConstants.insert(constant.getExpressionVariable());

                        // Make sure the type of the constant is correct.
                        STORM_LOG_THROW(variableExpressionPair->second.getType() == constant.getType(), storm::exceptions::InvalidArgumentException, "Illegal type of expression defining constant '" << constant.getName() << "'.");

                        // Now create the defined constant.
                        newConstants.emplace_back(constant.getExpressionVariable(), variableExpressionPair->second, constant.getFilename(), constant.getLineNumber());
                    }
                }
            }

            return Program(this->manager, this->getModelType(), newConstants, this->getGlobalBooleanVariables(), this->getGlobalIntegerVariables(), this->getFormulas(), this->getPlayers(), this->getModules(), this->getActionNameToIndexMapping(), this->getRewardModels(), this->getLabels(), this->getObservationLabels(), this->getOptionalInitialConstruct(), this->getOptionalSystemCompositionConstruct(), prismCompatibility);
        }

        Program Program::substituteConstants() const {
            return substituteConstantsFormulas(true, false);
        }

        Program Program::substituteFormulas() const {
            return substituteConstantsFormulas(false, true);
        }

        Program Program::substituteNonStandardPredicates() const {
            // TODO support in constants,  initial construct, and rewards

            std::vector<Formula> newFormulas;
            newFormulas.reserve(this->getNumberOfFormulas());
            for (auto const& oldFormula : this->getFormulas()) {
                newFormulas.emplace_back(oldFormula.substituteNonStandardPredicates());
            }

            std::vector<BooleanVariable> newBooleanVariables;
            newBooleanVariables.reserve(this->getNumberOfGlobalBooleanVariables());
            for (auto const& booleanVariable : this->getGlobalBooleanVariables()) {
                newBooleanVariables.emplace_back(booleanVariable.substituteNonStandardPredicates());
            }

            std::vector<IntegerVariable> newIntegerVariables;
            newBooleanVariables.reserve(this->getNumberOfGlobalIntegerVariables());
            for (auto const& integerVariable : this->getGlobalIntegerVariables()) {
                newIntegerVariables.emplace_back(integerVariable.substituteNonStandardPredicates());
            }

            std::vector<Module> newModules;
            newModules.reserve(this->getNumberOfModules());
            for (auto const& module : this->getModules()) {
                newModules.emplace_back(module.substituteNonStandardPredicates());
            }


            std::vector<Label> newLabels;
            newLabels.reserve(this->getNumberOfLabels());
            for (auto const& label : this->getLabels()) {
                newLabels.emplace_back(label.substituteNonStandardPredicates());
            }

            std::vector<ObservationLabel> newObservationLabels;
            newObservationLabels.reserve(this->getNumberOfObservationLabels());
            for (auto const& label : this->getObservationLabels()) {
                newObservationLabels.emplace_back(label.substituteNonStandardPredicates());
            }

            return Program(this->manager, this->getModelType(), this->getConstants(), newBooleanVariables, newIntegerVariables, newFormulas, this->getPlayers(), newModules,  this->getActionNameToIndexMapping(), this->getRewardModels(), newLabels, newObservationLabels, initialConstruct, this->getOptionalSystemCompositionConstruct(), prismCompatibility);

        }

        Program Program::substituteConstantsFormulas(bool substituteConstants, bool substituteFormulas) const {
            // Formulas need to be substituted first. otherwise, constants appearing in formula expressions can not be handled properly
            if (substituteConstants && substituteFormulas) {
                return this->substituteFormulas().substituteConstants();
            }

            // We start by creating the appropriate substitution.
            std::map<storm::expressions::Variable, storm::expressions::Expression> substitution = getConstantsFormulasSubstitution(substituteConstants, substituteFormulas);

            std::vector<Constant> newConstants;
            newConstants.reserve(this->getNumberOfConstants());
            for (auto const& oldConstant : this->getConstants()) {
                newConstants.push_back(oldConstant.substitute(substitution));
            }

            std::vector<Formula> newFormulas;
            newFormulas.reserve(this->getNumberOfFormulas());
            for (auto const& oldFormula : this->getFormulas()) {
                newFormulas.emplace_back(oldFormula.substitute(substitution));
            }

            std::vector<BooleanVariable> newBooleanVariables;
            newBooleanVariables.reserve(this->getNumberOfGlobalBooleanVariables());
            for (auto const& booleanVariable : this->getGlobalBooleanVariables()) {
                newBooleanVariables.emplace_back(booleanVariable.substitute(substitution));
            }

            std::vector<IntegerVariable> newIntegerVariables;
            newBooleanVariables.reserve(this->getNumberOfGlobalIntegerVariables());
            for (auto const& integerVariable : this->getGlobalIntegerVariables()) {
                newIntegerVariables.emplace_back(integerVariable.substitute(substitution));
            }

            std::vector<Module> newModules;
            newModules.reserve(this->getNumberOfModules());
            for (auto const& module : this->getModules()) {
                if (module.isRenamedFromModule()) {
                    // The renaming needs to be applied to the substitution as well.
                    auto renamedSubstitution = getSubstitutionForRenamedModule(module, substitution);
                    newModules.emplace_back(module.substitute(renamedSubstitution));
                } else {
                    newModules.emplace_back(module.substitute(substitution));
                }
            }

            std::vector<RewardModel> newRewardModels;
            newRewardModels.reserve(this->getNumberOfRewardModels());
            for (auto const& rewardModel : this->getRewardModels()) {
                newRewardModels.emplace_back(rewardModel.substitute(substitution));
            }

            boost::optional<storm::prism::InitialConstruct> newInitialConstruct;
            if (this->hasInitialConstruct()) {
                newInitialConstruct = this->getInitialConstruct().substitute(substitution);
            }

            std::vector<Label> newLabels;
            newLabels.reserve(this->getNumberOfLabels());
            for (auto const& label : this->getLabels()) {
                newLabels.emplace_back(label.substitute(substitution));
            }

            std::vector<ObservationLabel> newObservationLabels;
            newObservationLabels.reserve(this->getNumberOfObservationLabels());
            for (auto const& label : this->getObservationLabels()) {
                newObservationLabels.emplace_back(label.substitute(substitution));
            }

            return Program(this->manager, this->getModelType(), newConstants, newBooleanVariables, newIntegerVariables, newFormulas, this->getPlayers(), newModules, this->getActionNameToIndexMapping(), newRewardModels, newLabels, newObservationLabels, newInitialConstruct, this->getOptionalSystemCompositionConstruct(), prismCompatibility);
        }

        void Program::checkValidity(Program::ValidityCheckLevel lvl) const {

            // Start by checking the constant declarations.
            std::set<storm::expressions::Variable> all;
            std::set<storm::expressions::Variable> allGlobals;
            std::set<storm::expressions::Variable> globalVariables;
            std::set<storm::expressions::Variable> constants;
            for (auto const& constant : this->getConstants()) {
                // Check defining expressions of defined constants.
                if (constant.isDefined()) {
                    std::set<storm::expressions::Variable> containedVariables = constant.getExpression().getVariables();
                    std::set<storm::expressions::Variable> illegalVariables;
                    std::set_difference(containedVariables.begin(), containedVariables.end(), constants.begin(), constants.end(), std::inserter(illegalVariables, illegalVariables.begin()));
                    bool isValid = illegalVariables.empty();

                    if (!isValid) {
                        std::vector<std::string> illegalVariableNames;
                        for (auto const& var : illegalVariables) {
                            illegalVariableNames.push_back(var.getName());
                        }
                        STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << constant.getFilename() << ", line " << constant.getLineNumber() << ": defining expression refers to unknown identifiers: " << boost::algorithm::join(illegalVariableNames, ",") << ".");
                    }
                }

                // Record the new identifier for future checks.
                constants.insert(constant.getExpressionVariable());
                all.insert(constant.getExpressionVariable());
                allGlobals.insert(constant.getExpressionVariable());
            }

            // Now we check the variable declarations. We start with the global variables.
            std::set<storm::expressions::Variable> variables;
            for (auto const& variable : this->getGlobalBooleanVariables()) {
                if (variable.hasInitialValue()) {
                    STORM_LOG_THROW(!this->hasInitialConstruct(), storm::exceptions::WrongFormatException, "Error in " << variable.getFilename() << ", line " << variable.getLineNumber() << ": illegal to specify initial value if an initial construct is present.");

                    // Check the initial value of the variable.
                    std::set<storm::expressions::Variable> containedVariables = variable.getInitialValueExpression().getVariables();
                    std::set<storm::expressions::Variable> illegalVariables;
                    std::set_difference(containedVariables.begin(), containedVariables.end(), constants.begin(), constants.end(), std::inserter(illegalVariables, illegalVariables.begin()));
                    bool isValid = illegalVariables.empty();

                    if (!isValid) {
                        std::vector<std::string> illegalVariableNames;
                        for (auto const& var : illegalVariables) {
                            illegalVariableNames.push_back(var.getName());
                        }
                        STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << variable.getFilename() << ", line " << variable.getLineNumber() << ": initial value expression refers to unknown constants: " << boost::algorithm::join(illegalVariableNames, ",") << ".");
                    }
                }

                // Record the new identifier for future checks.
                variables.insert(variable.getExpressionVariable());
                all.insert(variable.getExpressionVariable());
                allGlobals.insert(variable.getExpressionVariable());
                globalVariables.insert(variable.getExpressionVariable());
            }
            for (auto const& variable : this->getGlobalIntegerVariables()) {
                // Check that bound expressions of the range.
                std::set<storm::expressions::Variable> containedVariables = variable.getLowerBoundExpression().getVariables();
                std::set<storm::expressions::Variable> illegalVariables;
                std::set_difference(containedVariables.begin(), containedVariables.end(), constants.begin(), constants.end(), std::inserter(illegalVariables, illegalVariables.begin()));
                bool isValid = illegalVariables.empty();

                if (!isValid) {
                    std::vector<std::string> illegalVariableNames;
                    for (auto const& var : illegalVariables) {
                        illegalVariableNames.push_back(var.getName());
                    }
                    STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << variable.getFilename() << ", line " << variable.getLineNumber() << ": lower bound expression refers to unknown constants: " << boost::algorithm::join(illegalVariableNames, ",") << ".");
                }

                containedVariables = variable.getLowerBoundExpression().getVariables();
                std::set_difference(containedVariables.begin(), containedVariables.end(), constants.begin(), constants.end(), std::inserter(illegalVariables, illegalVariables.begin()));
                isValid = illegalVariables.empty();
                if (!isValid) {
                    std::vector<std::string> illegalVariableNames;
                    for (auto const& var : illegalVariables) {
                        illegalVariableNames.push_back(var.getName());
                    }
                    STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << variable.getFilename() << ", line " << variable.getLineNumber() << ": upper bound expression refers to unknown constants: " << boost::algorithm::join(illegalVariableNames, ",") << ".");
                }

                if (variable.hasInitialValue()) {
                    STORM_LOG_THROW(!this->hasInitialConstruct(), storm::exceptions::WrongFormatException, "Error in " << variable.getFilename() << ", line " << variable.getLineNumber() << ": illegal to specify initial value if an initial construct is present.");

                    // Check the initial value of the variable.
                    containedVariables = variable.getInitialValueExpression().getVariables();
                    std::set_difference(containedVariables.begin(), containedVariables.end(), constants.begin(), constants.end(), std::inserter(illegalVariables, illegalVariables.begin()));
                    isValid = illegalVariables.empty();
                    if (!isValid) {
                        std::vector<std::string> illegalVariableNames;
                        for (auto const& var : illegalVariables) {
                            illegalVariableNames.push_back(var.getName());
                        }
                        STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << variable.getFilename() << ", line " << variable.getLineNumber() << ": initial value expression refers to unknown constants: " << boost::algorithm::join(illegalVariableNames, ",") << ".");
                    }
                }

                // Record the new identifier for future checks.
                variables.insert(variable.getExpressionVariable());
                all.insert(variable.getExpressionVariable());
                allGlobals.insert(variable.getExpressionVariable());
                globalVariables.insert(variable.getExpressionVariable());
            }

            // Now go through the variables of the modules.
            for (auto const& module : this->getModules()) {
                for (auto const& variable : module.getBooleanVariables()) {
                    if (variable.hasInitialValue()) {
                        STORM_LOG_THROW(!this->hasInitialConstruct(), storm::exceptions::WrongFormatException, "Error in " << variable.getFilename() << ", line " << variable.getLineNumber() << ": illegal to specify initial value if an initial construct is present.");

                        // Check the initial value of the variable.
                        std::set<storm::expressions::Variable> containedVariables = variable.getInitialValueExpression().getVariables();
                        std::set<storm::expressions::Variable> illegalVariables;
                        std::set_difference(containedVariables.begin(), containedVariables.end(), constants.begin(), constants.end(), std::inserter(illegalVariables, illegalVariables.begin()));
                        bool isValid = illegalVariables.empty();
                        if (!isValid) {
                            std::vector<std::string> illegalVariableNames;
                            for (auto const& var : illegalVariables) {
                                illegalVariableNames.push_back(var.getName());
                            }
                            STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << variable.getFilename() << ", line " << variable.getLineNumber() << ": initial value expression refers to unknown constants: " << boost::algorithm::join(illegalVariableNames, ",") << ".");
                        }
                    }

                    // Record the new identifier for future checks.
                    variables.insert(variable.getExpressionVariable());
                    all.insert(variable.getExpressionVariable());
                }
                for (auto const& variable : module.getIntegerVariables()) {
                    // Check that bound expressions of the range.
                    std::set<storm::expressions::Variable> containedVariables = variable.getLowerBoundExpression().getVariables();
                    std::set<storm::expressions::Variable> illegalVariables;
                    std::set_difference(containedVariables.begin(), containedVariables.end(), constants.begin(), constants.end(), std::inserter(illegalVariables, illegalVariables.begin()));
                    bool isValid = illegalVariables.empty();
                    if (!isValid) {
                        std::vector<std::string> illegalVariableNames;
                        for (auto const& var : illegalVariables) {
                            illegalVariableNames.push_back(var.getName());
                        }
                        STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << variable.getFilename() << ", line " << variable.getLineNumber() << ": lower bound expression refers to unknown constants: " << boost::algorithm::join(illegalVariableNames, ",") << ".");
                    }

                    containedVariables = variable.getLowerBoundExpression().getVariables();
                    illegalVariables.clear();
                    std::set_difference(containedVariables.begin(), containedVariables.end(), constants.begin(), constants.end(), std::inserter(illegalVariables, illegalVariables.begin()));
                    isValid = illegalVariables.empty();
                    if (!isValid) {
                        std::vector<std::string> illegalVariableNames;
                        for (auto const& var : illegalVariables) {
                            illegalVariableNames.push_back(var.getName());
                        }
                        STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << variable.getFilename() << ", line " << variable.getLineNumber() << ": upper bound expression refers to unknown constants: " << boost::algorithm::join(illegalVariableNames, ",") << ".");
                    }

                    if (variable.hasInitialValue()) {
                        STORM_LOG_THROW(!this->hasInitialConstruct(), storm::exceptions::WrongFormatException, "Error in " << variable.getFilename() << ", line " << variable.getLineNumber() << ": illegal to specify initial value if an initial construct is present.");

                        // Check the initial value of the variable.
                        containedVariables = variable.getInitialValueExpression().getVariables();
                        illegalVariables.clear();
                        std::set_difference(containedVariables.begin(), containedVariables.end(), constants.begin(), constants.end(), std::inserter(illegalVariables, illegalVariables.begin()));
                        isValid = illegalVariables.empty();
                        if (!isValid) {
                            std::vector<std::string> illegalVariableNames;
                            for (auto const& var : illegalVariables) {
                                illegalVariableNames.push_back(var.getName());
                            }
                            STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << variable.getFilename() << ", line " << variable.getLineNumber() << ": initial value expression refers to unknown constants: " << boost::algorithm::join(illegalVariableNames, ",") << ".");
                        }
                    }

                    // Record the new identifier for future checks.
                    variables.insert(variable.getExpressionVariable());
                    all.insert(variable.getExpressionVariable());
                }

                for (auto const& variable : module.getClockVariables()) {
                    // Record the new identifier for future checks.
                    variables.insert(variable.getExpressionVariable());
                    all.insert(variable.getExpressionVariable());
                }
            }

            // Create the set of valid identifiers for future checks.
            std::set<storm::expressions::Variable> variablesAndConstants;
            std::set_union(variables.begin(), variables.end(), constants.begin(), constants.end(), std::inserter(variablesAndConstants, variablesAndConstants.begin()));

            // Collect the formula placeholders and check formulas
            for (auto const& formula : this->getFormulas()) {
                std::set<storm::expressions::Variable> containedVariables = formula.getExpression().getVariables();
                bool isValid = std::includes(variablesAndConstants.begin(), variablesAndConstants.end(), containedVariables.begin(), containedVariables.end());
                STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << formula.getFilename() << ", line " << formula.getLineNumber() << ": expression '"<< formula.getExpression() << "'of formula '" << formula.getName() << "' refers to unknown identifiers.");
                if (formula.hasExpressionVariable()) {
                    all.insert(formula.getExpressionVariable());
                    variablesAndConstants.insert(formula.getExpressionVariable());
                }
            }

            // Check the commands and invariants of the modules.
            bool hasProbabilisticCommand = false;
            bool hasMarkovianCommand = false;
            bool hasLabeledMarkovianCommand = false;
            std::map<std::pair<storm::expressions::Variable,uint64_t>,std::pair<uint64_t,std::string>> writtenGlobalVariables;
            for (auto const& module : this->getModules()) {
                std::set<storm::expressions::Variable> legalVariables = globalVariables;
                for (auto const& variable : module.getBooleanVariables()) {
                    legalVariables.insert(variable.getExpressionVariable());
                }
                for (auto const& variable : module.getIntegerVariables()) {
                    legalVariables.insert(variable.getExpressionVariable());
                }
                for (auto const& variable : module.getClockVariables()) {
                    legalVariables.insert(variable.getExpressionVariable());
                }

                if (module.hasInvariant()) {
                    std::set<storm::expressions::Variable> containedVariables = module.getInvariant().getVariables();
                    std::set<storm::expressions::Variable> illegalVariables;
                    std::set_difference(containedVariables.begin(), containedVariables.end(), variablesAndConstants.begin(), variablesAndConstants.end(), std::inserter(illegalVariables, illegalVariables.begin()));
                    bool isValid = illegalVariables.empty();
                    if (!isValid) {
                        std::vector<std::string> illegalVariableNames;
                        for (auto const& var : illegalVariables) {
                            illegalVariableNames.push_back(var.getName());
                        }
                        STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << module.getFilename() << ", line " << module.getLineNumber() << ": invariant " << module.getInvariant()  << " refers to unknown identifiers: " << boost::algorithm::join(illegalVariableNames, ",") << ".");
                    }
                    STORM_LOG_THROW(module.getInvariant().hasBooleanType(), storm::exceptions::WrongFormatException, "Error in " << module.getFilename() << ", line " << module.getLineNumber() << ": invariant " << module.getInvariant() << " must evaluate to type 'bool'.");
                }

                for (auto& command : module.getCommands()) {
                    // Check the guard.
                    std::set<storm::expressions::Variable> containedVariables = command.getGuardExpression().getVariables();
                    std::set<storm::expressions::Variable> illegalVariables;
                    std::set_difference(containedVariables.begin(), containedVariables.end(), variablesAndConstants.begin(), variablesAndConstants.end(), std::inserter(illegalVariables, illegalVariables.begin()));
                    bool isValid = illegalVariables.empty();
                    if (!isValid) {
                        std::vector<std::string> illegalVariableNames;
                        for (auto const& var : illegalVariables) {
                            illegalVariableNames.push_back(var.getName());
                        }
                        STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << command.getFilename() << ", line " << command.getLineNumber() << ": guard " << command.getGuardExpression()  << " refers to unknown identifiers: " << boost::algorithm::join(illegalVariableNames, ",") << ".");
                    }
                    STORM_LOG_THROW(command.getGuardExpression().hasBooleanType(), storm::exceptions::WrongFormatException, "Error in " << command.getFilename() << ", line " << command.getLineNumber() << ": expression for guard must evaluate to type 'bool'.");

                    // Record which types of commands were seen.
                    if (command.isMarkovian()) {
                        hasMarkovianCommand = true;
                    } else {
                        hasProbabilisticCommand = true;
                    }

                    // If the command is Markovian and labeled, we throw an error or raise a warning, depending on
                    // whether or not the PRISM compatibility mode was enabled.
                    if (command.isMarkovian() && command.isLabeled()) {
                        hasLabeledMarkovianCommand = true;
                    }

                    // Check all updates.
                    for (auto const& update : command.getUpdates()) {
                        containedVariables = update.getLikelihoodExpression().getVariables();
                        illegalVariables.clear();
                        std::set_difference(containedVariables.begin(), containedVariables.end(), variablesAndConstants.begin(), variablesAndConstants.end(), std::inserter(illegalVariables, illegalVariables.begin()));
                        isValid = illegalVariables.empty();
                        if (!isValid) {
                            std::vector<std::string> illegalVariableNames;
                            for (auto const& var : illegalVariables) {
                                illegalVariableNames.push_back(var.getName());
                            }
                            STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << command.getFilename() << ", line " << command.getLineNumber() << ": likelihood expression refers to unknown identifiers: " << boost::algorithm::join(illegalVariableNames, ",") << ".");
                        }

                        // Check all assignments.
                        std::set<storm::expressions::Variable> alreadyAssignedVariables;
                        for (auto const& assignment : update.getAssignments()) {
                            storm::expressions::Variable assignedVariable = manager->getVariable(assignment.getVariableName());

                            if (legalVariables.find(assignedVariable) == legalVariables.end()) {
                                if (all.find(assignedVariable) != all.end()) {
                                    STORM_LOG_THROW(false, storm::exceptions::WrongFormatException, "Error in " << command.getFilename() << ", line " << command.getLineNumber() << ": assignment illegally refers to variable '" << assignment.getVariableName() << "'.");
                                } else {
                                    STORM_LOG_THROW(false, storm::exceptions::WrongFormatException, "Error in " << command.getFilename() << ", line " << command.getLineNumber() << ": assignment refers to unknown variable '" << assignment.getVariableName() << "'.");
                                }
                            }
                            STORM_LOG_THROW(alreadyAssignedVariables.find(assignedVariable) == alreadyAssignedVariables.end(), storm::exceptions::WrongFormatException, "Error in " << command.getFilename() << ", line " << command.getLineNumber() << ": duplicate assignment to variable '" << assignment.getVariableName() << "'.");
                            STORM_LOG_THROW(assignedVariable.getType() == assignment.getExpression().getType() || (assignedVariable.getType().isRationalType() && assignment.getExpression().getType().isNumericalType()), storm::exceptions::WrongFormatException, "Error in " << command.getFilename() << ", line " << command.getLineNumber() << ": illegally assigning a value of type '" << assignment.getExpression().getType() << "' to variable '" << assignment.getVariableName() << "' of type '" << assignedVariable.getType() << "'.");

                            if (command.isLabeled() && globalVariables.find(assignedVariable) != globalVariables.end()) {
                                std::pair<storm::expressions::Variable, uint64_t>variableActionIndexPair(assignedVariable, command.getActionIndex());
                                std::pair<uint64_t,std::string> lineModuleNamePair(command.getLineNumber(), module.getName());
                                auto insertionResult = writtenGlobalVariables.emplace(variableActionIndexPair, lineModuleNamePair);
                                STORM_LOG_THROW(insertionResult.second || insertionResult.first->second.second == module.getName(), storm::exceptions::WrongFormatException, "Error in " << command.getFilename() << ", line " << command.getLineNumber() << ": Syncronizing command with action label '" << command.getActionName() << "' illegally assigns a value to global variable '" << assignedVariable.getName() << "'. Previous assignment to the variable at line " << insertionResult.first->second.first << " in module '" << insertionResult.first->second.second << "'.");
                            }

                            containedVariables = assignment.getExpression().getVariables();
                            illegalVariables.clear();
                            std::set_difference(containedVariables.begin(), containedVariables.end(), variablesAndConstants.begin(), variablesAndConstants.end(), std::inserter(illegalVariables, illegalVariables.begin()));
                            isValid = illegalVariables.empty();
                            if (!isValid) {
                                std::vector<std::string> illegalVariableNames;
                                for (auto const& var : illegalVariables) {
                                    illegalVariableNames.push_back(var.getName());
                                }
                                STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << command.getFilename() << ", line " << command.getLineNumber() << ": assigned expression refers to unknown identifiers: " << boost::algorithm::join(illegalVariableNames, ",") << ".");
                            }

                            // Add the current variable to the set of assigned variables (of this update).
                            alreadyAssignedVariables.insert(assignedVariable);
                        }
                    }
                }
            }

            if (hasLabeledMarkovianCommand) {
                if (prismCompatibility) {
                    STORM_LOG_WARN_COND(false, "The model uses synchronizing Markovian commands. This may lead to unexpected verification results, because of unclear semantics.");
                } else {
                    STORM_LOG_THROW(false, storm::exceptions::WrongFormatException, "The model uses synchronizing Markovian commands. This may lead to unexpected verification results, because of unclear semantics.");
                }
            }

            if (this->getModelType() == Program::ModelType::DTMC || this->getModelType() == Program::ModelType::MDP) {
                STORM_LOG_THROW(!hasMarkovianCommand, storm::exceptions::WrongFormatException, "Discrete-time model must not have Markovian commands.");
            } else if (this->getModelType() == Program::ModelType::CTMC) {
                STORM_LOG_THROW(!hasProbabilisticCommand, storm::exceptions::WrongFormatException, "The input model is a CTMC, but uses probabilistic commands like they are used in PRISM. Please use Markovian commands instead or turn on the PRISM compatibility mode using the flag '-pc'.");
            }

            // Now check the reward models.
            for (auto const& rewardModel : this->getRewardModels()) {
                for (auto const& stateReward : rewardModel.getStateRewards()) {
                    std::set<storm::expressions::Variable> containedVariables = stateReward.getStatePredicateExpression().getVariables();
                    bool isValid = std::includes(variablesAndConstants.begin(), variablesAndConstants.end(), containedVariables.begin(), containedVariables.end());
                    STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << stateReward.getFilename() << ", line " << stateReward.getLineNumber() << ": state reward expression refers to unknown identifiers.");
                    STORM_LOG_THROW(stateReward.getStatePredicateExpression().hasBooleanType(), storm::exceptions::WrongFormatException, "Error in " << stateReward.getFilename() << ", line " << stateReward.getLineNumber() << ": state predicate must evaluate to type 'bool'.");

                    containedVariables = stateReward.getRewardValueExpression().getVariables();
                    isValid = std::includes(variablesAndConstants.begin(), variablesAndConstants.end(), containedVariables.begin(), containedVariables.end());
                    STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << stateReward.getFilename() << ", line " << stateReward.getLineNumber() << ": state reward value expression refers to unknown identifiers.");
                    STORM_LOG_THROW(stateReward.getRewardValueExpression().hasNumericalType(), storm::exceptions::WrongFormatException, "Error in " << stateReward.getFilename() << ", line " << stateReward.getLineNumber() << ": reward value expression must evaluate to numerical type.");
                }

                for (auto const& stateActionReward : rewardModel.getStateActionRewards()) {
                    std::set<storm::expressions::Variable> containedVariables = stateActionReward.getStatePredicateExpression().getVariables();
                    bool isValid = std::includes(variablesAndConstants.begin(), variablesAndConstants.end(), containedVariables.begin(), containedVariables.end());
                    STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << stateActionReward.getFilename() << ", line " << stateActionReward.getLineNumber() << ": state reward expression refers to unknown identifiers.");
                    STORM_LOG_THROW(stateActionReward.getStatePredicateExpression().hasBooleanType(), storm::exceptions::WrongFormatException, "Error in " << stateActionReward.getFilename() << ", line " << stateActionReward.getLineNumber() << ": state predicate must evaluate to type 'bool'.");

                    containedVariables = stateActionReward.getRewardValueExpression().getVariables();
                    isValid = std::includes(variablesAndConstants.begin(), variablesAndConstants.end(), containedVariables.begin(), containedVariables.end());
                    STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << stateActionReward.getFilename() << ", line " << stateActionReward.getLineNumber() << ": state reward value expression refers to unknown identifiers.");
                    STORM_LOG_THROW(stateActionReward.getRewardValueExpression().hasNumericalType(), storm::exceptions::WrongFormatException, "Error in " << stateActionReward.getFilename() << ", line " << stateActionReward.getLineNumber() << ": reward value expression must evaluate to numerical type.");
                }

                for (auto const& transitionReward : rewardModel.getTransitionRewards()) {
                    std::set<storm::expressions::Variable> containedVariables = transitionReward.getSourceStatePredicateExpression().getVariables();
                    bool isValid = std::includes(variablesAndConstants.begin(), variablesAndConstants.end(), containedVariables.begin(), containedVariables.end());
                    STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << transitionReward.getFilename() << ", line " << transitionReward.getLineNumber() << ": state reward expression refers to unknown identifiers.");
                    STORM_LOG_THROW(transitionReward.getSourceStatePredicateExpression().hasBooleanType(), storm::exceptions::WrongFormatException, "Error in " << transitionReward.getFilename() << ", line " << transitionReward.getLineNumber() << ": state predicate must evaluate to type 'bool'.");

                    containedVariables = transitionReward.getTargetStatePredicateExpression().getVariables();
                    isValid = std::includes(variablesAndConstants.begin(), variablesAndConstants.end(), containedVariables.begin(), containedVariables.end());
                    STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << transitionReward.getFilename() << ", line " << transitionReward.getLineNumber() << ": state reward expression refers to unknown identifiers.");
                    STORM_LOG_THROW(transitionReward.getTargetStatePredicateExpression().hasBooleanType(), storm::exceptions::WrongFormatException, "Error in " << transitionReward.getFilename() << ", line " << transitionReward.getLineNumber() << ": state predicate must evaluate to type 'bool'.");


                    containedVariables = transitionReward.getRewardValueExpression().getVariables();
                    isValid = std::includes(variablesAndConstants.begin(), variablesAndConstants.end(), containedVariables.begin(), containedVariables.end());
                    STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << transitionReward.getFilename() << ", line " << transitionReward.getLineNumber() << ": state reward value expression refers to unknown identifiers.");
                    STORM_LOG_THROW(transitionReward.getRewardValueExpression().hasNumericalType(), storm::exceptions::WrongFormatException, "Error in " << transitionReward.getFilename() << ", line " << transitionReward.getLineNumber() << ": reward value expression must evaluate to numerical type.");
                }
            }

            // Check the initial states expression.
            if (this->hasInitialConstruct()) {
                std::set<storm::expressions::Variable> containedIdentifiers = this->getInitialConstruct().getInitialStatesExpression().getVariables();
                bool isValid = std::includes(variablesAndConstants.begin(), variablesAndConstants.end(), containedIdentifiers.begin(), containedIdentifiers.end());
                STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << this->getInitialConstruct().getFilename() << ", line " << this->getInitialConstruct().getLineNumber() << ": initial construct refers to unknown identifiers.");
            }

            // Check the system composition if given.
            if (systemCompositionConstruct) {
                CompositionValidityChecker checker(*this);
                checker.check(systemCompositionConstruct.get().getSystemComposition());
            }

            // Check the labels.
            for (auto const& label : this->getLabels()) {
                std::set<storm::expressions::Variable> containedVariables = label.getStatePredicateExpression().getVariables();
                bool isValid = std::includes(variablesAndConstants.begin(), variablesAndConstants.end(), containedVariables.begin(), containedVariables.end());
                STORM_LOG_THROW(isValid, storm::exceptions::WrongFormatException, "Error in " << label.getFilename() << ", line " << label.getLineNumber() << ": label expression refers to unknown identifiers.");
                STORM_LOG_THROW(label.getStatePredicateExpression().hasBooleanType(), storm::exceptions::WrongFormatException, "Error in " << label.getFilename() << ", line " << label.getLineNumber() << ": label predicate must evaluate to type 'bool'.");
            }

            // Check the players
            for (auto const& player : this->getPlayers()) {
                // The stored action/module names shall be available
                for (auto const& controlledAction : player.getActions()) {
                    STORM_LOG_THROW(this->hasAction(controlledAction), storm::exceptions::InternalException, "Error in " << player.getFilename() << ", line " << player.getLineNumber() << ": The player controlled action " << controlledAction << " is not available.");
                }
                for (auto const& controlledModule : player.getModules()) {
                    STORM_LOG_THROW(this->hasModule(controlledModule), storm::exceptions::InternalException, "Error in " << player.getFilename() << ", line " << player.getLineNumber() << ": The player controlled module " << controlledModule << " is not available.");
                }
            }
            
            if(lvl >= Program::ValidityCheckLevel::READYFORPROCESSING) {
                // We check for each global variable and each labeled command, whether there is at most one instance writing to that variable.
                std::set<std::pair<std::string, std::string>> globalBVarsWrittenToByCommand;
                std::set<std::pair<std::string, std::string>> globalIVarsWrittenToByCommand;
                for(auto const& module : this->getModules()) {
                    std::set<std::pair<std::string, std::string>> globalBVarsWrittenToByCommandInThisModule;
                    std::set<std::pair<std::string, std::string>> globalIVarsWrittenToByCommandInThisModule;
                    for (auto const& command : module.getCommands()) {
                        if(!command.isLabeled()) continue;
                        for (auto const& update : command.getUpdates()) {
                            for (auto const& assignment : update.getAssignments()) {
                                if(this->globalBooleanVariableExists(assignment.getVariable().getName())) {
                                    globalBVarsWrittenToByCommandInThisModule.insert({assignment.getVariable().getName(), command.getActionName()});
                                }
                                else if(this->globalIntegerVariableExists(assignment.getVariable().getName())) {
                                    globalIVarsWrittenToByCommandInThisModule.insert({assignment.getVariable().getName(), command.getActionName()});
                                }
                            }
                        }
                    }
                    for(auto const& entry : globalIVarsWrittenToByCommandInThisModule) {
                        if(globalIVarsWrittenToByCommand.find(entry) != globalIVarsWrittenToByCommand.end()) {
                            STORM_LOG_THROW(false, storm::exceptions::WrongFormatException, "Error in " << module.getFilename() << ", line " << module.getLineNumber() << ": assignment of (possibly) synchronizing command with label '" << entry.second << "' writes to global variable '" << entry.first << "'.");
                        }
                    }
                    for(auto const& entry : globalBVarsWrittenToByCommandInThisModule) {
                        if(globalBVarsWrittenToByCommand.find(entry) != globalBVarsWrittenToByCommand.end()) {
                            STORM_LOG_THROW(false, storm::exceptions::WrongFormatException, "Error in " << module.getFilename() << ", line " << module.getLineNumber() << ": assignment of (possibly) synchronizing command with label '" << entry.second << "' writes to global variable '" << entry.first << "'.");
                        }
                    }
                }
            }
        }

        Program Program::simplify() {
            // Start by substituting the constants, because this will potentially erase some commands or even actions.
            Program substitutedProgram = this->substituteConstantsFormulas();

            // As we possibly delete some commands and some actions might be dropped from modules altogether, we need to
            // maintain a list of actions that we need to remove in other modules. For example, if module A loses all [a]
            // commands, we need to delete all [a] commands from all other modules as well. If we do not do that, we will
            // remove the forced synchronization that was there before.
            std::set<uint_fast64_t> actionIndicesToDelete;

            std::vector<Module> newModules;
            std::vector<Constant> newConstants = substitutedProgram.getConstants();
            for (auto const& module : substitutedProgram.getModules()) {

                // Discard all commands with a guard equivalent to false and remove identity assignments from the updates.
                std::vector<Command> newCommands;
                for (auto const& command : module.getCommands()) {
                    if (!command.getGuardExpression().isFalse()) {
                        newCommands.emplace_back(command.simplify());
                    }
                }

                // Substitute variables by global constants if possible.
                std::map<storm::expressions::Variable, storm::expressions::Expression> booleanVars;
                std::map<storm::expressions::Variable, storm::expressions::Expression> integerVars;
                for (auto const& variable : module.getBooleanVariables()) {
                    booleanVars.emplace(variable.getExpressionVariable(), variable.getInitialValueExpression());
                }
                for (auto const& variable : module.getIntegerVariables()) {
                    integerVars.emplace(variable.getExpressionVariable(), variable.getInitialValueExpression());
                }

                // Collect all variables that are being written. These variables cannot be turned to constants.
                for (auto const& command : newCommands) {
                    // Check all updates.
                    for (auto const& update : command.getUpdates()) {
                        // Check all assignments.
                        for (auto const& assignment : update.getAssignments()) {
                            if (assignment.getVariable().getType().isBooleanType()) {
                                auto it = booleanVars.find(assignment.getVariable());
                                if (it != booleanVars.end()) {
                                    booleanVars.erase(it);
                                }
                            } else {
                                auto it = integerVars.find(assignment.getVariable());
                                if (it != integerVars.end()) {
                                    integerVars.erase(it);
                                }
                            }
                        }
                    }
                }

                std::vector<storm::prism::BooleanVariable> newBooleanVars;
                for (auto const& variable : module.getBooleanVariables()) {
                    if (booleanVars.find(variable.getExpressionVariable()) == booleanVars.end()) {
                        newBooleanVars.push_back(variable);
                    }
                }
                std::vector<storm::prism::IntegerVariable> newIntegerVars;
                for (auto const& variable : module.getIntegerVariables()) {
                    if (integerVars.find(variable.getExpressionVariable()) == integerVars.end()) {
                        newIntegerVars.push_back(variable);
                    }
                }

                for (auto const& variable : module.getBooleanVariables()) {
                    if (booleanVars.find(variable.getExpressionVariable()) != booleanVars.end()) {
                        if (variable.hasInitialValue()) {
                            newConstants.emplace_back(variable.getExpressionVariable(), variable.getInitialValueExpression());
                        } else {
                            newBooleanVars.push_back(variable);
                        }
                    }
                }
                for (auto const& variable : module.getIntegerVariables()) {
                    if (integerVars.find(variable.getExpressionVariable()) != integerVars.end()) {
                        if (variable.hasInitialValue()) {
                            newConstants.emplace_back(variable.getExpressionVariable(), variable.getInitialValueExpression());
                        } else {
                            newIntegerVars.push_back(variable);
                        }
                    }
                }

                // we currently do not simplify clock variables or invariants
                newModules.emplace_back(module.getName(), newBooleanVars, newIntegerVars, module.getClockVariables(), module.getInvariant(), newCommands);

                // Determine the set of action indices that have been deleted entirely.
                std::set_difference(module.getSynchronizingActionIndices().begin(), module.getSynchronizingActionIndices().end(), newModules.back().getSynchronizingActionIndices().begin(), newModules.back().getSynchronizingActionIndices().end(), std::inserter(actionIndicesToDelete, actionIndicesToDelete.begin()));
            }

            // If we have to delete whole actions, do so now.
            std::map<std::string, uint_fast64_t> newActionToIndexMap;
            std::vector<RewardModel> newRewardModels;
            std::vector<Player> newPlayers;
            if (!actionIndicesToDelete.empty()) {
                storm::storage::FlatSet<uint_fast64_t> actionsToKeep;
                std::set_difference(this->getSynchronizingActionIndices().begin(), this->getSynchronizingActionIndices().end(), actionIndicesToDelete.begin(), actionIndicesToDelete.end(), std::inserter(actionsToKeep, actionsToKeep.begin()));

                // Insert the silent action as this is not contained in the synchronizing action indices.
                actionsToKeep.insert(0);

                std::vector<Module> cleanedModules;
                cleanedModules.reserve(newModules.size());
                for (auto const& module : newModules) {
                    cleanedModules.emplace_back(module.restrictActionIndices(actionsToKeep));
                }
                newModules = std::move(cleanedModules);

                newRewardModels.reserve(substitutedProgram.getNumberOfRewardModels());
                for (auto const& rewardModel : substitutedProgram.getRewardModels()) {
                    newRewardModels.emplace_back(rewardModel.restrictActionRelatedRewards(actionsToKeep));
                }

                // Restrict action name to index mapping. Old action indices remain valid.
                for (auto const& entry : this->getActionNameToIndexMapping()) {
                    if (actionsToKeep.find(entry.second) != actionsToKeep.end()) {
                        newActionToIndexMap.emplace(entry.first, entry.second);
                    }
                }
                
                // Restrict player controlled actions
                for (auto const& player : this->getPlayers()) {
                    std::unordered_set<std::string> newControlledActions;
                    for (auto const& act : player.getActions()) {
                        if (newActionToIndexMap.count(act) != 0) {
                            newControlledActions.insert(act);
                        }
                    }
                    newPlayers.emplace_back(player.getName(), player.getModules(), newControlledActions, player.getFilename(), player.getLineNumber());
                }
            }

            std::vector<Label> newLabels;
            for(auto const& label : this->getLabels()) {
                newLabels.emplace_back(label.getName(), label.getStatePredicateExpression().simplify());
            }

            return Program(this->manager, modelType, newConstants, getGlobalBooleanVariables(), getGlobalIntegerVariables(), getFormulas(), actionIndicesToDelete.empty() ? this->getPlayers() : newPlayers, newModules, actionIndicesToDelete.empty() ? getActionNameToIndexMapping() : newActionToIndexMap, actionIndicesToDelete.empty() ? this->getRewardModels() : newRewardModels, newLabels, getObservationLabels(), getOptionalInitialConstruct(), this->getOptionalSystemCompositionConstruct(), prismCompatibility);
        }

        Program Program::flattenModules(std::shared_ptr<storm::utility::solver::SmtSolverFactory> const& smtSolverFactory) const {
            // If the current program has only one module, we can simply return a copy.
            if (this->getNumberOfModules() == 1) {
                return Program(*this);
            }

            STORM_LOG_THROW(this->getModelType() == ModelType::DTMC || this->getModelType() == ModelType::MDP, storm::exceptions::InvalidTypeException, "Unable to flatten modules for model of type '" << this->getModelType() << "'.");

            // Otherwise, we need to actually flatten the contained modules.

            // Get an SMT solver for computing the possible guard combinations.
            std::unique_ptr<storm::solver::SmtSolver> solver = smtSolverFactory->create(*manager);

            // Set up the data we need to gather to create the flat module.
            std::stringstream newModuleName;
            std::vector<storm::prism::BooleanVariable> allBooleanVariables;
            std::vector<storm::prism::IntegerVariable> allIntegerVariables;
            std::vector<storm::prism::ClockVariable> allClockVariables;
            std::vector<storm::prism::Command> newCommands;
            uint_fast64_t nextCommandIndex = 0;
            uint_fast64_t nextUpdateIndex = 0;

            // Assert the values of the constants.
            for (auto const& constant : this->getConstants()) {
                if (constant.isDefined()) {
                    if (constant.getType().isBooleanType()) {
                        solver->add(storm::expressions::iff(constant.getExpressionVariable(),constant.getExpression()));
                    } else {
                        solver->add(constant.getExpressionVariable() == constant.getExpression());
                    }
                }
            }

            // Assert the bounds of the global variables.
            for (auto const& variable : this->getGlobalIntegerVariables()) {
                solver->add(variable.getExpression() >= variable.getLowerBoundExpression());
                solver->add(variable.getExpression() <= variable.getUpperBoundExpression());
            }

            // Make the global variables local, such that the resulting module covers all occurring variables. Note that
            // this is just for simplicity and is not needed.
            allBooleanVariables.insert(allBooleanVariables.end(), this->getGlobalBooleanVariables().begin(), this->getGlobalBooleanVariables().end());
            allIntegerVariables.insert(allIntegerVariables.end(), this->getGlobalIntegerVariables().begin(), this->getGlobalIntegerVariables().end());
            storm::expressions::Expression newInvariant;

            // Now go through the modules, gather the variables, construct the name of the new module and assert the
            // bounds of the discovered variables.
            for (auto const& module : this->getModules()) {
                newModuleName << module.getName() << "_";
                allBooleanVariables.insert(allBooleanVariables.end(), module.getBooleanVariables().begin(), module.getBooleanVariables().end());
                allIntegerVariables.insert(allIntegerVariables.end(), module.getIntegerVariables().begin(), module.getIntegerVariables().end());
                allClockVariables.insert(allClockVariables.end(), module.getClockVariables().begin(), module.getClockVariables().end());

                for (auto const& variable : module.getIntegerVariables()) {
                    solver->add(variable.getExpression() >= variable.getLowerBoundExpression());
                    solver->add(variable.getExpression() <= variable.getUpperBoundExpression());
                }

                if (module.hasInvariant()) {
                    newInvariant = newInvariant.isInitialized() ? (newInvariant && module.getInvariant()) : module.getInvariant();
                }

                // The commands without a synchronizing action name, can simply be copied (plus adjusting the global
                // indices of the command and its updates).
                for (auto const& command : module.getCommands()) {
                    if (!command.isLabeled()) {
                        std::vector<storm::prism::Update> updates;
                        updates.reserve(command.getUpdates().size());

                        for (auto const& update : command.getUpdates()) {
                            updates.push_back(storm::prism::Update(nextUpdateIndex, update.getLikelihoodExpression(), update.getAssignments(), update.getFilename(), 0));
                            ++nextUpdateIndex;
                        }

                        newCommands.push_back(storm::prism::Command(nextCommandIndex, command.isMarkovian(), actionToIndexMap.find("")->second, "", command.getGuardExpression(), updates, command.getFilename(), 0));
                        ++nextCommandIndex;
                    }
                }
            }

            // Save state of solver so that we can always restore the point where we have exactly the constant values
            // and variables bounds on the assertion stack.
            solver->push();

            // Now we need to enumerate all possible combinations of synchronizing commands. For this, we iterate over
            // all actions and let the solver enumerate the possible combinations of commands that can be enabled together.
            for (auto const& actionIndex : this->getSynchronizingActionIndices()) {
                bool noCombinationsForAction = false;

                // Prepare the list that stores for each module the list of commands with the given action.
                std::vector<std::vector<std::reference_wrapper<storm::prism::Command const>>> possibleCommands;

                for (auto const& module : this->getModules()) {
                    // If the module has no command with this action, we can skip it.
                    if (!module.hasActionIndex(actionIndex)) {
                        continue;
                    }

                    std::set<uint_fast64_t> const& commandIndices = module.getCommandIndicesByActionIndex(actionIndex);

                    // If there is no command even though the module has this action, there is no valid command
                    // combination with this action.
                    if (commandIndices.empty()) {
                        noCombinationsForAction = true;
                        break;
                    }

                    // Prepare empty list of commands for this module.
                    possibleCommands.push_back(std::vector<std::reference_wrapper<storm::prism::Command const>>());

                    // Add references to the commands labeled with the current action.
                    for (auto const& commandIndex : commandIndices) {
                        possibleCommands.back().push_back(module.getCommand(commandIndex));
                    }
                }

                // If there are no valid combinations for the action, we need to skip the generation of synchronizing
                // commands.
                if (!noCombinationsForAction) {
                    // Save the solver state to be able to restore it when this action index is done.
                    solver->push();

                    // Start by creating a fresh auxiliary variable for each command and link it with the guard.
                    std::vector<std::vector<storm::expressions::Variable>> commandVariables(possibleCommands.size());
                    std::vector<storm::expressions::Variable> allCommandVariables;
                    for (uint_fast64_t outerIndex = 0; outerIndex < possibleCommands.size(); ++outerIndex) {
                        // Create auxiliary variables and link them with the guards.
                        for (uint_fast64_t innerIndex = 0; innerIndex < possibleCommands[outerIndex].size(); ++innerIndex) {
                            commandVariables[outerIndex].push_back(manager->declareFreshBooleanVariable());
                            allCommandVariables.push_back(commandVariables[outerIndex].back());
                            solver->add(implies(commandVariables[outerIndex].back(), possibleCommands[outerIndex][innerIndex].get().getGuardExpression()));
                        }

                        storm::expressions::Expression atLeastOneCommandFromModule = manager->boolean(false);
                        for (auto const& commandVariable : commandVariables[outerIndex]) {
                            atLeastOneCommandFromModule = atLeastOneCommandFromModule || commandVariable;
                        }
                        solver->add(atLeastOneCommandFromModule);
                    }

                    // Now we are in a position to start the enumeration over all command variables. While doing so, we
                    // keep track of previously seen command combinations, because the AllSat procedures are not
                    // always guaranteed to only provide distinct models.
                    std::unordered_set<std::vector<uint_fast64_t>, storm::utility::vector::VectorHash<uint_fast64_t>> seenCommandCombinations;
                    solver->allSat(allCommandVariables, [&] (storm::solver::SmtSolver::ModelReference& modelReference) -> bool {
                        // Now we need to reconstruct the chosen commands from the valuation of the command variables.
                        std::vector<std::vector<std::reference_wrapper<Command const>>> chosenCommands(possibleCommands.size());

                        for (uint_fast64_t outerIndex = 0; outerIndex < commandVariables.size(); ++outerIndex) {
                            for (uint_fast64_t innerIndex = 0; innerIndex < commandVariables[outerIndex].size(); ++innerIndex) {
                                if (modelReference.getBooleanValue(commandVariables[outerIndex][innerIndex])) {
                                    chosenCommands[outerIndex].push_back(possibleCommands[outerIndex][innerIndex]);
                                }
                            }
                        }

                        // Now that we have retrieved the commands, we need to build their synchronizations and add them
                        // to the flattened module.
                        std::vector<std::vector<std::reference_wrapper<Command const>>::const_iterator> iterators;
                        for (auto const& element : chosenCommands) {
                            iterators.push_back(element.begin());
                        }

                        bool movedAtLeastOneIterator = false;
                        std::vector<std::reference_wrapper<Command const>> commandCombination(chosenCommands.size(), chosenCommands.front().front());
                        std::vector<uint_fast64_t> commandCombinationIndices(iterators.size());
                        do {
                            for (uint_fast64_t index = 0; index < iterators.size(); ++index) {
                                commandCombination[index] = *iterators[index];
                                commandCombinationIndices[index] = commandCombination[index].get().getGlobalIndex();
                            }

                            // Only add the command combination if it was not previously seen.
                            auto seenIt = seenCommandCombinations.find(commandCombinationIndices);
                            if (seenIt == seenCommandCombinations.end()) {
                                newCommands.push_back(synchronizeCommands(nextCommandIndex, actionIndex, nextUpdateIndex, indexToActionMap.find(actionIndex)->second, commandCombination));
                                seenCommandCombinations.insert(commandCombinationIndices);

                                // Move the counters appropriately.
                                ++nextCommandIndex;
                                nextUpdateIndex += newCommands.back().getNumberOfUpdates();
                            }

                            movedAtLeastOneIterator = false;
                            for (uint_fast64_t index = 0; index < iterators.size(); ++index) {
                                ++iterators[index];
                                if (iterators[index] != chosenCommands[index].cend()) {
                                    movedAtLeastOneIterator = true;
                                    break;
                                } else {
                                    iterators[index] = chosenCommands[index].cbegin();
                                }
                            }
                        } while (movedAtLeastOneIterator);

                        return true;
                    });

                    solver->pop();
                }
            }

            // Finally, we can create the module and the program and return it.
            storm::prism::Module singleModule(newModuleName.str(), allBooleanVariables, allIntegerVariables, allClockVariables, newInvariant, newCommands, this->getFilename(), 0);

            return Program(manager, this->getModelType(), this->getConstants(), std::vector<storm::prism::BooleanVariable>(), std::vector<storm::prism::IntegerVariable>(), this->getFormulas(), this->getPlayers(), {singleModule}, actionToIndexMap, this->getRewardModels(), this->getLabels(), this->getObservationLabels(), this->getOptionalInitialConstruct(), this->getOptionalSystemCompositionConstruct(), prismCompatibility, this->getFilename(), 0, true);
        }

        std::vector<Constant> Program::usedConstants() const {
            std::unordered_set<expressions::Variable> vars;
            for(auto const& m : this->modules) {
                for(auto const& c : m.getCommands()) {
                    auto const& found_gex = c.getGuardExpression().getVariables();
                    vars.insert(found_gex.begin(), found_gex.end());
                    for (auto const& u : c.getUpdates()) {
                        auto const& found_lex = u.getLikelihoodExpression().getVariables();
                        vars.insert(found_lex.begin(), found_lex.end());
                        for (auto const& a : u.getAssignments()) {
                            auto const& found_ass = a.getExpression().getVariables();
                            vars.insert(found_ass.begin(), found_ass.end());
                        }
                    }
                }
                for (auto const& v : m.getBooleanVariables()) {
                    if (v.hasInitialValue()) {
                        auto const& found_def = v.getInitialValueExpression().getVariables();
                        vars.insert(found_def.begin(), found_def.end());
                    }
                }
                for (auto const& v : m.getIntegerVariables()) {
                    if (v.hasInitialValue()) {
                        auto const& found_def = v.getInitialValueExpression().getVariables();
                        vars.insert(found_def.begin(), found_def.end());
                    }
                }
            }

            for (auto const& f : this->formulas) {
                auto const& found_def = f.getExpression().getVariables();
                vars.insert(found_def.begin(), found_def.end());
            }

            for (auto const& v : this->constants) {
                if (v.isDefined()) {
                    auto const& found_def = v.getExpression().getVariables();
                    vars.insert(found_def.begin(), found_def.end());
                }
            }

            for (auto const& v : this->globalBooleanVariables) {
                if (v.hasInitialValue()) {
                    auto const& found_def = v.getExpression().getVariables();
                    vars.insert(found_def.begin(), found_def.end());
                }
            }

            for (auto const& v : this->globalIntegerVariables) {
                if (v.hasInitialValue()) {
                    auto const& found_def = v.getExpression().getVariables();
                    vars.insert(found_def.begin(), found_def.end());
                }
            }


            std::unordered_set<uint64_t> varIndices;
            for (auto const& v : vars) {
                varIndices.insert(v.getIndex());
            }

            std::vector<Constant> usedConstants;
            for(auto const& c : this->constants) {
                if (varIndices.count(c.getExpressionVariable().getIndex())) {
                    usedConstants.push_back(c);
                }
            }

            return usedConstants;

        }

        std::unordered_map<uint_fast64_t, std::string> Program::buildCommandIndexToActionNameMap() const {
            std::unordered_map<uint_fast64_t, std::string> res;
            for(auto const& m : this->modules) {
                for(auto const& c : m.getCommands()) {
                    res.emplace(c.getGlobalIndex(), c.getActionName());
                }
            }
            return res;
        }

        std::unordered_map<uint_fast64_t, std::string> Program::buildActionIndexToActionNameMap() const {
            std::unordered_map<uint_fast64_t, std::string> res;
            for(auto const& nameIndexPair : actionToIndexMap) {
                res.emplace(nameIndexPair.second, nameIndexPair.first);
            }
            return res;
        }

        std::unordered_map<uint_fast64_t, uint_fast64_t> Program::buildCommandIndexToActionIndex() const {
            std::unordered_map<uint_fast64_t, uint_fast64_t> res;
            for(auto const& m : this->modules) {
                for(auto const& c : m.getCommands()) {
                    res.emplace(c.getGlobalIndex(), c.getActionIndex());
                }
            }
            return res;

        }

        Command Program::synchronizeCommands(uint_fast64_t newCommandIndex, uint_fast64_t actionIndex, uint_fast64_t firstUpdateIndex, std::string const& actionName, std::vector<std::reference_wrapper<Command const>> const& commands) const {
            // To construct the synchronous product of the commands, we need to store a list of its updates.
            std::vector<storm::prism::Update> newUpdates;
            uint_fast64_t numberOfUpdates = 1;
            for (uint_fast64_t i = 0; i < commands.size(); ++i) {
                numberOfUpdates *= commands[i].get().getNumberOfUpdates();
            }
            newUpdates.reserve(numberOfUpdates);

            // Initialize all update iterators.
            std::vector<std::vector<storm::prism::Update>::const_iterator> updateIterators;
            for (uint_fast64_t i = 0; i < commands.size(); ++i) {
                updateIterators.push_back(commands[i].get().getUpdates().cbegin());
            }

            bool doneUpdates = false;
            do {
                // We create the new likelihood expression by multiplying the particapting updates' expressions.
                storm::expressions::Expression newLikelihoodExpression = updateIterators[0]->getLikelihoodExpression();
                for (uint_fast64_t i = 1; i < updateIterators.size(); ++i) {
                    newLikelihoodExpression = newLikelihoodExpression * updateIterators[i]->getLikelihoodExpression();
                }

                // Now concatenate all assignments of all participating updates.
                std::vector<storm::prism::Assignment> newAssignments;
                for (uint_fast64_t i = 0; i < updateIterators.size(); ++i) {
                    newAssignments.insert(newAssignments.end(), updateIterators[i]->getAssignments().begin(), updateIterators[i]->getAssignments().end());
                }

                // Then we are ready to create the new update.
                newUpdates.push_back(storm::prism::Update(firstUpdateIndex, newLikelihoodExpression, newAssignments, this->getFilename(), 0));
                ++firstUpdateIndex;

                // Now check whether there is some update combination we have not yet explored.
                bool movedIterator = false;
                for (int_fast64_t j = updateIterators.size() - 1; j >= 0; --j) {
                    ++updateIterators[j];
                    if (updateIterators[j] != commands[j].get().getUpdates().cend()) {
                        movedIterator = true;
                        break;
                    } else {
                        // Reset the iterator to the beginning of the list.
                        updateIterators[j] = commands[j].get().getUpdates().cbegin();
                    }
                }

                doneUpdates = !movedIterator;
            } while (!doneUpdates);

            storm::expressions::Expression newGuard = commands[0].get().getGuardExpression();
            for (uint_fast64_t i = 1; i < commands.size(); ++i) {
                newGuard = newGuard && commands[i].get().getGuardExpression();
            }

            return Command(newCommandIndex, false, actionIndex, actionName, newGuard, newUpdates, this->getFilename(), 0);
        }

        storm::jani::Model Program::toJani(bool allVariablesGlobal, std::string suffix) const {
            ToJaniConverter converter;
            auto janiModel = converter.convert(*this, allVariablesGlobal, {}, suffix);
            STORM_LOG_WARN_COND(!converter.labelsWereRenamed(), "Labels were renamed in PRISM-to-JANI conversion, but the mapping is not stored.");
            STORM_LOG_WARN_COND(!converter.rewardModelsWereRenamed(), "Rewardmodels were renamed in PRISM-to-JANI conversion, but the mapping is not stored.");
            return janiModel;
        }

        std::pair<storm::jani::Model, std::vector<storm::jani::Property>> Program::toJani(std::vector<storm::jani::Property> const& properties, bool allVariablesGlobal, std::string suffix) const {
            ToJaniConverter converter;
            std::set<storm::expressions::Variable> variablesToMakeGlobal;
            if (!allVariablesGlobal) {
                for (auto const& prop : properties) {
                    auto vars = prop.getUsedVariablesAndConstants();
                    variablesToMakeGlobal.insert(vars.begin(), vars.end());
                }
            }
            auto janiModel = converter.convert(*this, allVariablesGlobal, variablesToMakeGlobal, suffix);
            std::vector<storm::jani::Property> newProperties;
            if (converter.labelsWereRenamed() || converter.rewardModelsWereRenamed()) {
                newProperties = converter.applyRenaming(properties);
            } else {
                newProperties = properties;  // Nothing to be done here. Notice that the copy operation is suboptimal.
            }
            return std::make_pair(janiModel, newProperties);
        }

        storm::expressions::ExpressionManager& Program::getManager() const {
            return *this->manager;
        }

        void Program::createMissingInitialValues() {
            for (auto& variable : globalBooleanVariables) {
                if (!variable.hasInitialValue()) {
                    variable.setInitialValueExpression(manager->boolean(false));
                }
            }
            for (auto& variable : globalIntegerVariables) {
                if (!variable.hasInitialValue()) {
                    variable.setInitialValueExpression(variable.getLowerBoundExpression());
                }
            }
        }

        std::ostream& operator<<(std::ostream& out, Program::ModelType const& type) {
            switch (type) {
                case Program::ModelType::UNDEFINED: out << "undefined"; break;
                case Program::ModelType::DTMC: out << "dtmc"; break;
                case Program::ModelType::CTMC: out << "ctmc"; break;
                case Program::ModelType::MDP: out << "mdp"; break;
                case Program::ModelType::CTMDP: out << "ctmdp"; break;
                case Program::ModelType::MA: out << "ma"; break;
                case Program::ModelType::POMDP: out << "pomdp"; break;
                case Program::ModelType::PTA: out << "pta"; break;
                case Program::ModelType::SMG: out << "smg"; break;
            }
            return out;
        }

        std::ostream& operator<<(std::ostream& stream, Program const& program) {
            stream << program.getModelType() << std::endl;
            for (auto const& constant : program.getConstants()) {
                stream << constant << std::endl;
            }
            stream << std::endl;

            for (auto const& player : program.getPlayers()) {
                stream << player << std::endl;
            }

            for (auto const& variable : program.getGlobalBooleanVariables()) {
                stream << "global " << variable << std::endl;
            }
            for (auto const& variable : program.getGlobalIntegerVariables()) {
                stream << "global " << variable << std::endl;
            }
            stream << std::endl;

            for (auto const& formula : program.getFormulas()) {
                stream << formula << std::endl;
            }
            stream << std::endl;

            for (auto const& module : program.getModules()) {
                stream << module << std::endl;
            }

            for (auto const& rewardModel : program.getRewardModels()) {
                stream << rewardModel << std::endl;
            }

            for (auto const& label : program.getLabels()) {
                stream << label << std::endl;
            }

            if (program.hasInitialConstruct()) {
                stream << program.getInitialConstruct() << std::endl;
            }

            if (program.specifiesSystemComposition()) {
                stream << program.getSystemCompositionConstruct();
            }

            return stream;
        }



    } // namespace prism
} // namepsace storm