//===-- Searcher.cpp ------------------------------------------------------===// // // The KLEE Symbolic Virtual Machine // // This file is distributed under the University of Illinois Open Source // License. See LICENSE.TXT for details. // //===----------------------------------------------------------------------===// #include "Searcher.h" #include "CoreStats.h" #include "ExecutionState.h" #include "Executor.h" #include "MergeHandler.h" #include "PTree.h" #include "StatsTracker.h" #include "klee/ADT/DiscretePDF.h" #include "klee/ADT/RNG.h" #include "klee/Statistics/Statistics.h" #include "klee/Module/InstructionInfoTable.h" #include "klee/Module/KInstruction.h" #include "klee/Module/KModule.h" #include "klee/Support/ErrorHandling.h" #include "klee/System/Time.h" #include "klee/Support/CompilerWarning.h" DISABLE_WARNING_PUSH DISABLE_WARNING_DEPRECATED_DECLARATIONS #include "llvm/IR/Constants.h" #include "llvm/IR/Instructions.h" #include "llvm/IR/Module.h" #include "llvm/Support/CommandLine.h" DISABLE_WARNING_POP #include #include using namespace klee; using namespace llvm; /// ExecutionState &DFSSearcher::selectState() { return *states.back(); } void DFSSearcher::update(ExecutionState *current, const std::vector &addedStates, const std::vector &removedStates) { // insert states states.insert(states.end(), addedStates.begin(), addedStates.end()); // remove states for (const auto state : removedStates) { if (state == states.back()) { states.pop_back(); } else { auto it = std::find(states.begin(), states.end(), state); assert(it != states.end() && "invalid state removed"); states.erase(it); } } } bool DFSSearcher::empty() { return states.empty(); } void DFSSearcher::printName(llvm::raw_ostream &os) { os << "DFSSearcher\n"; } /// ExecutionState &BFSSearcher::selectState() { return *states.front(); } void BFSSearcher::update(ExecutionState *current, const std::vector &addedStates, const std::vector &removedStates) { // update current state // Assumption: If new states were added KLEE forked, therefore states evolved. // constraints were added to the current state, it evolved. if (!addedStates.empty() && current && std::find(removedStates.begin(), removedStates.end(), current) == removedStates.end()) { auto pos = std::find(states.begin(), states.end(), current); assert(pos != states.end()); states.erase(pos); states.push_back(current); } // insert states states.insert(states.end(), addedStates.begin(), addedStates.end()); // remove states for (const auto state : removedStates) { if (state == states.front()) { states.pop_front(); } else { auto it = std::find(states.begin(), states.end(), state); assert(it != states.end() && "invalid state removed"); states.erase(it); } } } bool BFSSearcher::empty() { return states.empty(); } void BFSSearcher::printName(llvm::raw_ostream &os) { os << "BFSSearcher\n"; } /// RandomSearcher::RandomSearcher(RNG &rng) : theRNG{rng} {} ExecutionState &RandomSearcher::selectState() { return *states[theRNG.getInt32() % states.size()]; } void RandomSearcher::update(ExecutionState *current, const std::vector &addedStates, const std::vector &removedStates) { // insert states states.insert(states.end(), addedStates.begin(), addedStates.end()); // remove states for (const auto state : removedStates) { auto it = std::find(states.begin(), states.end(), state); assert(it != states.end() && "invalid state removed"); states.erase(it); } } bool RandomSearcher::empty() { return states.empty(); } void RandomSearcher::printName(llvm::raw_ostream &os) { os << "RandomSearcher\n"; } /// WeightedRandomSearcher::WeightedRandomSearcher(WeightType type, RNG &rng) : states(std::make_unique>()), theRNG{rng}, type(type) { switch(type) { case Depth: case RP: updateWeights = false; break; case InstCount: case CPInstCount: case QueryCost: case MinDistToUncovered: case CoveringNew: updateWeights = true; break; default: assert(0 && "invalid weight type"); } } ExecutionState &WeightedRandomSearcher::selectState() { return *states->choose(theRNG.getDoubleL()); } double WeightedRandomSearcher::getWeight(ExecutionState *es) { switch(type) { default: case Depth: return es->depth; case RP: return std::pow(0.5, es->depth); case InstCount: { uint64_t count = theStatisticManager->getIndexedValue(stats::instructions, es->pc->info->id); double inv = 1. / std::max((uint64_t) 1, count); return inv * inv; } case CPInstCount: { StackFrame &sf = es->stack.back(); uint64_t count = sf.callPathNode->statistics.getValue(stats::instructions); double inv = 1. / std::max((uint64_t) 1, count); return inv; } case QueryCost: return (es->queryMetaData.queryCost.toSeconds() < .1) ? 1. : 1. / es->queryMetaData.queryCost.toSeconds(); case CoveringNew: case MinDistToUncovered: { uint64_t md2u = computeMinDistToUncovered(es->pc, es->stack.back().minDistToUncoveredOnReturn); double invMD2U = 1. / (md2u ? md2u : 10000); if (type == CoveringNew) { double invCovNew = 0.; if (es->instsSinceCovNew) invCovNew = 1. / std::max(1, (int) es->instsSinceCovNew - 1000); return (invCovNew * invCovNew + invMD2U * invMD2U); } else { return invMD2U * invMD2U; } } } } void WeightedRandomSearcher::update(ExecutionState *current, const std::vector &addedStates, const std::vector &removedStates) { // update current if (current && updateWeights && std::find(removedStates.begin(), removedStates.end(), current) == removedStates.end()) states->update(current, getWeight(current)); // insert states for (const auto state : addedStates) states->insert(state, getWeight(state)); // remove states for (const auto state : removedStates) states->remove(state); } bool WeightedRandomSearcher::empty() { return states->empty(); } void WeightedRandomSearcher::printName(llvm::raw_ostream &os) { os << "WeightedRandomSearcher::"; switch(type) { case Depth : os << "Depth\n"; return; case RP : os << "RandomPath\n"; return; case QueryCost : os << "QueryCost\n"; return; case InstCount : os << "InstCount\n"; return; case CPInstCount : os << "CPInstCount\n"; return; case MinDistToUncovered : os << "MinDistToUncovered\n"; return; case CoveringNew : os << "CoveringNew\n"; return; default : os << "\n"; return; } } /// // Check if n is a valid pointer and a node belonging to us #define IS_OUR_NODE_VALID(n) \ (((n).getPointer() != nullptr) && (((n).getInt() & idBitMask) != 0)) RandomPathSearcher::RandomPathSearcher(PTree &processTree, RNG &rng) : processTree{processTree}, theRNG{rng}, idBitMask{processTree.getNextId()} {}; ExecutionState &RandomPathSearcher::selectState() { unsigned flips=0, bits=0; assert(processTree.root.getInt() & idBitMask && "Root should belong to the searcher"); PTreeNode *n = processTree.root.getPointer(); while (!n->state) { if (!IS_OUR_NODE_VALID(n->left)) { assert(IS_OUR_NODE_VALID(n->right) && "Both left and right nodes invalid"); assert(n != n->right.getPointer()); n = n->right.getPointer(); } else if (!IS_OUR_NODE_VALID(n->right)) { assert(IS_OUR_NODE_VALID(n->left) && "Both right and left nodes invalid"); assert(n != n->left.getPointer()); n = n->left.getPointer(); } else { if (bits==0) { flips = theRNG.getInt32(); bits = 32; } --bits; n = ((flips & (1U << bits)) ? n->left : n->right).getPointer(); } } return *n->state; } void RandomPathSearcher::update(ExecutionState *current, const std::vector &addedStates, const std::vector &removedStates) { // insert states for (auto es : addedStates) { PTreeNode *pnode = es->ptreeNode, *parent = pnode->parent; PTreeNodePtr *childPtr; childPtr = parent ? ((parent->left.getPointer() == pnode) ? &parent->left : &parent->right) : &processTree.root; while (pnode && !IS_OUR_NODE_VALID(*childPtr)) { childPtr->setInt(childPtr->getInt() | idBitMask); pnode = parent; if (pnode) parent = pnode->parent; childPtr = parent ? ((parent->left.getPointer() == pnode) ? &parent->left : &parent->right) : &processTree.root; } } // remove states for (auto es : removedStates) { PTreeNode *pnode = es->ptreeNode, *parent = pnode->parent; while (pnode && !IS_OUR_NODE_VALID(pnode->left) && !IS_OUR_NODE_VALID(pnode->right)) { auto childPtr = parent ? ((parent->left.getPointer() == pnode) ? &parent->left : &parent->right) : &processTree.root; assert(IS_OUR_NODE_VALID(*childPtr) && "Removing pTree child not ours"); childPtr->setInt(childPtr->getInt() & ~idBitMask); pnode = parent; if (pnode) parent = pnode->parent; } } } bool RandomPathSearcher::empty() { return !IS_OUR_NODE_VALID(processTree.root); } void RandomPathSearcher::printName(llvm::raw_ostream &os) { os << "RandomPathSearcher\n"; } /// MergingSearcher::MergingSearcher(Searcher *baseSearcher) : baseSearcher{baseSearcher} {}; void MergingSearcher::pauseState(ExecutionState &state) { assert(std::find(pausedStates.begin(), pausedStates.end(), &state) == pausedStates.end()); pausedStates.push_back(&state); baseSearcher->update(nullptr, {}, {&state}); } void MergingSearcher::continueState(ExecutionState &state) { auto it = std::find(pausedStates.begin(), pausedStates.end(), &state); assert(it != pausedStates.end()); pausedStates.erase(it); baseSearcher->update(nullptr, {&state}, {}); } ExecutionState& MergingSearcher::selectState() { assert(!baseSearcher->empty() && "base searcher is empty"); if (!UseIncompleteMerge) return baseSearcher->selectState(); // Iterate through all MergeHandlers for (auto cur_mergehandler: mergeGroups) { // Find one that has states that could be released if (!cur_mergehandler->hasMergedStates()) { continue; } // Find a state that can be prioritized ExecutionState *es = cur_mergehandler->getPrioritizeState(); if (es) { return *es; } else { if (DebugLogIncompleteMerge){ llvm::errs() << "Preemptively releasing states\n"; } // If no state can be prioritized, they all exceeded the amount of time we // are willing to wait for them. Release the states that already arrived at close_merge. cur_mergehandler->releaseStates(); } } // If we were not able to prioritize a merging state, just return some state return baseSearcher->selectState(); } void MergingSearcher::update(ExecutionState *current, const std::vector &addedStates, const std::vector &removedStates) { // We have to check if the current execution state was just deleted, as to // not confuse the nurs searchers if (std::find(pausedStates.begin(), pausedStates.end(), current) == pausedStates.end()) { baseSearcher->update(current, addedStates, removedStates); } } bool MergingSearcher::empty() { return baseSearcher->empty(); } void MergingSearcher::printName(llvm::raw_ostream &os) { os << "MergingSearcher\n"; } /// BatchingSearcher::BatchingSearcher(Searcher *baseSearcher, time::Span timeBudget, unsigned instructionBudget) : baseSearcher{baseSearcher}, timeBudget{timeBudget}, instructionBudget{instructionBudget} {}; ExecutionState &BatchingSearcher::selectState() { if (!lastState || (((timeBudget.toSeconds() > 0) && (time::getWallTime() - lastStartTime) > timeBudget)) || ((instructionBudget > 0) && (stats::instructions - lastStartInstructions) > instructionBudget)) { if (lastState) { time::Span delta = time::getWallTime() - lastStartTime; auto t = timeBudget; t *= 1.1; if (delta > t) { klee_message("increased time budget from %f to %f\n", timeBudget.toSeconds(), delta.toSeconds()); timeBudget = delta; } } lastState = &baseSearcher->selectState(); lastStartTime = time::getWallTime(); lastStartInstructions = stats::instructions; return *lastState; } else { return *lastState; } } void BatchingSearcher::update(ExecutionState *current, const std::vector &addedStates, const std::vector &removedStates) { // drop memoized state if it is marked for deletion if (std::find(removedStates.begin(), removedStates.end(), lastState) != removedStates.end()) lastState = nullptr; // update underlying searcher baseSearcher->update(current, addedStates, removedStates); } bool BatchingSearcher::empty() { return baseSearcher->empty(); } void BatchingSearcher::printName(llvm::raw_ostream &os) { os << " timeBudget: " << timeBudget << ", instructionBudget: " << instructionBudget << ", baseSearcher:\n"; baseSearcher->printName(os); os << "\n"; } /// IterativeDeepeningTimeSearcher::IterativeDeepeningTimeSearcher(Searcher *baseSearcher) : baseSearcher{baseSearcher} {}; ExecutionState &IterativeDeepeningTimeSearcher::selectState() { ExecutionState &res = baseSearcher->selectState(); startTime = time::getWallTime(); return res; } void IterativeDeepeningTimeSearcher::update(ExecutionState *current, const std::vector &addedStates, const std::vector &removedStates) { const auto elapsed = time::getWallTime() - startTime; // update underlying searcher (filter paused states unknown to underlying searcher) if (!removedStates.empty()) { std::vector alt = removedStates; for (const auto state : removedStates) { auto it = pausedStates.find(state); if (it != pausedStates.end()) { pausedStates.erase(it); alt.erase(std::remove(alt.begin(), alt.end(), state), alt.end()); } } baseSearcher->update(current, addedStates, alt); } else { baseSearcher->update(current, addedStates, removedStates); } // update current: pause if time exceeded if (current && std::find(removedStates.begin(), removedStates.end(), current) == removedStates.end() && elapsed > time) { pausedStates.insert(current); baseSearcher->update(nullptr, {}, {current}); } // no states left in underlying searcher: fill with paused states if (baseSearcher->empty()) { time *= 2U; klee_message("increased time budget to %f\n", time.toSeconds()); std::vector ps(pausedStates.begin(), pausedStates.end()); baseSearcher->update(nullptr, ps, std::vector()); pausedStates.clear(); } } bool IterativeDeepeningTimeSearcher::empty() { return baseSearcher->empty() && pausedStates.empty(); } void IterativeDeepeningTimeSearcher::printName(llvm::raw_ostream &os) { os << "IterativeDeepeningTimeSearcher\n"; } /// InterleavedSearcher::InterleavedSearcher(const std::vector &_searchers) { searchers.reserve(_searchers.size()); for (auto searcher : _searchers) searchers.emplace_back(searcher); } ExecutionState &InterleavedSearcher::selectState() { Searcher *s = searchers[--index].get(); if (index == 0) index = searchers.size(); return s->selectState(); } void InterleavedSearcher::update(ExecutionState *current, const std::vector &addedStates, const std::vector &removedStates) { // update underlying searchers for (auto &searcher : searchers) searcher->update(current, addedStates, removedStates); } bool InterleavedSearcher::empty() { return searchers[0]->empty(); } void InterleavedSearcher::printName(llvm::raw_ostream &os) { os << " containing " << searchers.size() << " searchers:\n"; for (const auto &searcher : searchers) searcher->printName(os); os << "\n"; }