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[feat] Improved Iterative Deepening Searcher
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Columpio committed Oct 10, 2023
1 parent c9c1419 commit 44dfbd6
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Showing 9 changed files with 5,303 additions and 87 deletions.
17 changes: 10 additions & 7 deletions lib/Core/ExecutionState.h
Original file line number Diff line number Diff line change
Expand Up @@ -127,6 +127,7 @@ struct ExecutionStack {
inline value_stack_ty &valueStack() { return valueStack_; }
inline const value_stack_ty &valueStack() const { return valueStack_; }
inline const call_stack_ty &callStack() const { return callStack_; }
inline const info_stack_ty &infoStack() const { return infoStack_; }
inline info_stack_ty &infoStack() { return infoStack_; }
inline const call_stack_ty &uniqueFrames() const { return uniqueFrames_; }

Expand Down Expand Up @@ -491,16 +492,18 @@ class ExecutionState {
bool reachedTarget(ref<ReachBlockTarget> target) const;
static std::uint32_t getLastID() { return nextID - 1; };

inline bool isStuck(unsigned long long bound) {
KInstruction *prevKI = prevPC;
if (prevKI->inst->isTerminator() && stack.size() > 0) {
auto level = stack.infoStack().back().multilevel[getPCBlock()].second;
return bound && level > bound;
inline bool isStuck(unsigned long long bound) const {
if (bound == 0)
return false;
if (prevPC->inst->isTerminator() && stack.size() > 0) {
auto &ml = stack.infoStack().back().multilevel;
auto level = ml.find(getPCBlock());
return level != ml.end() && level->second > bound;
}
if (pc == pc->parent->getFirstInstruction() &&
pc->parent == pc->parent->parent->entryKBlock) {
auto level = stack.multilevel[stack.callStack().back().kf].second;
return bound && level > bound;
auto level = stack.multilevel.at(stack.callStack().back().kf);
return level > bound;
}
return false;
}
Expand Down
12 changes: 1 addition & 11 deletions lib/Core/Executor.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -4295,8 +4295,6 @@ void Executor::run(std::vector<ExecutionState *> initialStates) {
while (!states.empty() && !haltExecution) {
while (!searcher->empty() && !haltExecution) {
ExecutionState &state = searcher->selectState();
KInstruction *prevKI = state.prevPC;
KFunction *kf = prevKI->parent->parent;

executeStep(state);
}
Expand Down Expand Up @@ -4375,8 +4373,6 @@ static std::string terminationTypeFileExtension(StateTerminationType type) {
};

void Executor::executeStep(ExecutionState &state) {
KInstruction *prevKI = state.prevPC;

if (CoverOnTheFly && guidanceKind != GuidanceKind::ErrorGuidance &&
stats::instructions > DelayCoverOnTheFly && shouldWriteTest(state)) {
state.clearCoveredNew();
Expand All @@ -4389,13 +4385,7 @@ void Executor::executeStep(ExecutionState &state) {
if (targetManager->isTargeted(state) && state.targets().empty()) {
terminateStateEarlyAlgorithm(state, "State missed all it's targets.",
StateTerminationType::MissedAllTargets);
} else if (prevKI->inst->isTerminator() && MaxCycles &&
(state.stack.infoStack()
.back()
.multilevel[state.getPCBlock()]
.second > MaxCycles ||
state.stack.multilevel[state.stack.callStack().back().kf].second >
MaxCycles)) {
} else if (state.isStuck(MaxCycles)) {
terminateStateEarly(state, "max-cycles exceeded.",
StateTerminationType::MaxCycles);
} else {
Expand Down
110 changes: 85 additions & 25 deletions lib/Core/Searcher.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -640,33 +640,94 @@ void BatchingSearcher::printName(llvm::raw_ostream &os) {

///

IterativeDeepeningTimeSearcher::IterativeDeepeningTimeSearcher(
Searcher *baseSearcher)
: baseSearcher{baseSearcher} {};
class TimeMetric final : public IterativeDeepeningSearcher::Metric {
time::Point startTime;
time::Span time{time::seconds(1)};

ExecutionState &IterativeDeepeningTimeSearcher::selectState() {
public:
void selectState() final { startTime = time::getWallTime(); }
bool exceeds(const ExecutionState &state) const final {
return time::getWallTime() - startTime > time;
}
void increaseLimit() final {
time *= 2U;
klee_message("increased time budget to %f seconds", time.toSeconds());
}
};

class MaxCyclesMetric final : public IterativeDeepeningSearcher::Metric {
public:
using ty = unsigned long long;

private:
ty maxCycles;

public:
explicit MaxCyclesMetric(ty maxCycles) : maxCycles(maxCycles){};
explicit MaxCyclesMetric() : MaxCyclesMetric(1ULL){};

bool exceeds(const ExecutionState &state) const final {
return state.isStuck(maxCycles);
}
void increaseLimit() final {
maxCycles *= 2ULL;
klee_message("increased max-cycles to %llu", maxCycles);
}
};

IterativeDeepeningSearcher::IterativeDeepeningSearcher(
Searcher *baseSearcher, TargetManagerSubscriber *tms,
HaltExecution::Reason m)
: baseSearcher{baseSearcher}, tms{tms} {
switch (m) {
case HaltExecution::Reason::MaxTime:
metric = std::make_unique<TimeMetric>();
return;
case HaltExecution::Reason::MaxCycles:
metric = std::make_unique<MaxCyclesMetric>();
return;
default:
klee_error("Illegal metric for iterative deepening searcher: %d", m);
}
}

ExecutionState &IterativeDeepeningSearcher::selectState() {
ExecutionState &res = baseSearcher->selectState();
startTime = time::getWallTime();
metric->selectState();
return res;
}

void IterativeDeepeningTimeSearcher::update(
ExecutionState *current, const std::vector<ExecutionState *> &addedStates,
const std::vector<ExecutionState *> &removedStates) {
void IterativeDeepeningSearcher::filter(const StatesVector &states,
StatesVector &result) const {
StatesVector states1(states);
std::sort(states1.begin(), states1.end());
std::set_difference(states1.begin(), states1.end(), pausedStates.begin(),
pausedStates.end(), std::back_inserter(result));
}

const auto elapsed = time::getWallTime() - startTime;
void IterativeDeepeningSearcher::update(
const TargetHistoryTargetPairToStatesMap &added,
const TargetHistoryTargetPairToStatesMap &removed) {
if (!tms)
return;
TargetHistoryTargetPairToStatesMap removedRefined(removed.size());
for (const auto &pair : removed) {
StatesVector refined;
IterativeDeepeningSearcher::filter(pair.second, refined);
removedRefined.emplace(pair.first, std::move(refined));
}
tms->update(added, removedRefined);
}

void IterativeDeepeningSearcher::update(ExecutionState *current,
const StatesVector &addedStates,
const StatesVector &removedStates) {

// update underlying searcher (filter paused states unknown to underlying
// searcher)
if (!removedStates.empty()) {
std::vector<ExecutionState *> 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());
}
}
StatesVector alt;
IterativeDeepeningSearcher::filter(removedStates, alt);
baseSearcher->update(current, addedStates, alt);
} else {
baseSearcher->update(current, addedStates, removedStates);
Expand All @@ -676,27 +737,26 @@ void IterativeDeepeningTimeSearcher::update(
if (current &&
std::find(removedStates.begin(), removedStates.end(), current) ==
removedStates.end() &&
elapsed > time) {
metric->exceeds(*current)) {
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<ExecutionState *> ps(pausedStates.begin(), pausedStates.end());
baseSearcher->update(nullptr, ps, std::vector<ExecutionState *>());
metric->increaseLimit();
StatesVector ps(pausedStates.begin(), pausedStates.end());
baseSearcher->update(nullptr, ps, {});
pausedStates.clear();
}
}

bool IterativeDeepeningTimeSearcher::empty() {
bool IterativeDeepeningSearcher::empty() {
return baseSearcher->empty() && pausedStates.empty();
}

void IterativeDeepeningTimeSearcher::printName(llvm::raw_ostream &os) {
os << "IterativeDeepeningTimeSearcher\n";
void IterativeDeepeningSearcher::printName(llvm::raw_ostream &os) {
os << "IterativeDeepeningSearcher\n";
}

///
Expand Down
42 changes: 26 additions & 16 deletions lib/Core/Searcher.h
Original file line number Diff line number Diff line change
Expand Up @@ -160,17 +160,10 @@ class GuidedSearcher final : public Searcher, public TargetManagerSubscriber {
using TargetHistoryTargetPairHashMap =
std::unordered_map<TargetHistoryTargetPair, T, TargetHistoryTargetHash,
TargetHistoryTargetCmp>;

using TargetHistoryTargetPair =
std::pair<ref<const TargetsHistory>, ref<Target>>;
using TargetHistoryTargetPairToSearcherMap =
std::unordered_map<TargetHistoryTargetPair,
std::unique_ptr<TargetedSearcher>,
TargetHistoryTargetHash, TargetHistoryTargetCmp>;
using StatesVector = std::vector<ExecutionState *>;
using TargetHistoryTargetPairToStatesMap =
std::unordered_map<TargetHistoryTargetPair, StatesVector,
TargetHistoryTargetHash, TargetHistoryTargetCmp>;
using TargetForestHisoryTargetVector = std::vector<TargetHistoryTargetPair>;
using TargetForestHistoryTargetSet =
std::unordered_set<TargetHistoryTargetPair, TargetHistoryTargetHash,
Expand Down Expand Up @@ -323,26 +316,43 @@ class BatchingSearcher final : public Searcher {
void printName(llvm::raw_ostream &os) override;
};

/// IterativeDeepeningTimeSearcher implements time-based deepening. States
/// are selected from an underlying searcher. When a state reaches its time
/// limit it is paused (removed from underlying searcher). When the underlying
/// searcher runs out of states, the time budget is increased and all paused
/// IterativeDeepeningSearcher implements a metric-based deepening. States
/// are selected from an underlying searcher. When a state exceeds its metric
/// limit, it is paused (removed from underlying searcher). When the underlying
/// searcher runs out of states, the metric limit is increased and all paused
/// states are revived (added to underlying searcher).
class IterativeDeepeningTimeSearcher final : public Searcher {
class IterativeDeepeningSearcher final : public Searcher,
public TargetManagerSubscriber {
public:
struct Metric {
virtual ~Metric() = default;
virtual void selectState(){};
virtual bool exceeds(const ExecutionState &state) const = 0;
virtual void increaseLimit() = 0;
};

private:
std::unique_ptr<Searcher> baseSearcher;
time::Point startTime;
time::Span time{time::seconds(1)};
TargetManagerSubscriber *tms;
std::unique_ptr<Metric> metric;
std::set<ExecutionState *> pausedStates;

void filter(const std::vector<ExecutionState *> &states,
std::vector<ExecutionState *> &result) const;

public:
/// \param baseSearcher The underlying searcher (takes ownership).
explicit IterativeDeepeningTimeSearcher(Searcher *baseSearcher);
~IterativeDeepeningTimeSearcher() override = default;
explicit IterativeDeepeningSearcher(Searcher *baseSearcher,
TargetManagerSubscriber *tms,
HaltExecution::Reason metric);
~IterativeDeepeningSearcher() override = default;

ExecutionState &selectState() override;
void update(ExecutionState *current,
const std::vector<ExecutionState *> &addedStates,
const std::vector<ExecutionState *> &removedStates) override;
void update(const TargetHistoryTargetPairToStatesMap &added,
const TargetHistoryTargetPairToStatesMap &removed) override;
bool empty() override;
void printName(llvm::raw_ostream &os) override;
};
Expand Down
2 changes: 1 addition & 1 deletion lib/Core/StatsTracker.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -392,7 +392,7 @@ void StatsTracker::stepInstruction(ExecutionState &es) {

Instruction *inst = es.pc->inst;
const KInstruction *ki = es.pc;
InfoStackFrame &sf = es.stack.infoStack().back();
auto &sf = es.stack.infoStack().back();
theStatisticManager->setIndex(ki->getGlobalIndex());
if (UseCallPaths)
theStatisticManager->setContext(&sf.callPathNode->statistics);
Expand Down
20 changes: 7 additions & 13 deletions lib/Core/TargetManager.h
Original file line number Diff line number Diff line change
Expand Up @@ -25,15 +25,15 @@
namespace klee {
class TargetCalculator;

using TargetHistoryTargetPair =
std::pair<ref<const TargetsHistory>, ref<Target>>;
using StatesVector = std::vector<ExecutionState *>;
using TargetHistoryTargetPairToStatesMap =
std::unordered_map<TargetHistoryTargetPair, StatesVector,
TargetHistoryTargetHash, TargetHistoryTargetCmp>;

class TargetManagerSubscriber {
public:
using TargetHistoryTargetPair =
std::pair<ref<const TargetsHistory>, ref<Target>>;
using StatesVector = std::vector<ExecutionState *>;
using TargetHistoryTargetPairToStatesMap =
std::unordered_map<TargetHistoryTargetPair, StatesVector,
TargetHistoryTargetHash, TargetHistoryTargetCmp>;

virtual ~TargetManagerSubscriber() = default;

/// Selects a state for further exploration.
Expand All @@ -47,12 +47,6 @@ class TargetManager {
using StatesSet = std::unordered_set<ExecutionState *>;
using StateToDistanceMap =
std::unordered_map<const ExecutionState *, TargetHashMap<DistanceResult>>;
using TargetHistoryTargetPair =
std::pair<ref<const TargetsHistory>, ref<Target>>;
using StatesVector = std::vector<ExecutionState *>;
using TargetHistoryTargetPairToStatesMap =
std::unordered_map<TargetHistoryTargetPair, StatesVector,
TargetHistoryTargetHash, TargetHistoryTargetCmp>;
using TargetForestHistoryTargetSet =
std::unordered_set<TargetHistoryTargetPair, TargetHistoryTargetHash,
TargetHistoryTargetCmp>;
Expand Down
32 changes: 22 additions & 10 deletions lib/Core/UserSearcher.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -55,11 +55,17 @@ cl::list<Searcher::CoreSearchType> CoreSearch(
clEnumValN(Searcher::NURS_QC, "nurs:qc", "use NURS with Query-Cost")),
cl::cat(SearchCat));

cl::opt<bool> UseIterativeDeepeningTimeSearch(
"use-iterative-deepening-time-search",
cl::desc(
"Use iterative deepening time search (experimental) (default=false)"),
cl::init(false), cl::cat(SearchCat));
cl::opt<HaltExecution::Reason> UseIterativeDeepeningSearch(
"use-iterative-deepening-search",
cl::desc("Use iterative deepening search based on metric (experimental) "
"(default=unspecified)"),
cl::values(clEnumValN(HaltExecution::Reason::Unspecified, "unspecified",
"Do not use iterative deepening search (default)"),
clEnumValN(HaltExecution::Reason::MaxTime, "max-time",
"metric is maximum time"),
clEnumValN(HaltExecution::Reason::MaxCycles, "max-cycles",
"metric is maximum cycles")),
cl::init(HaltExecution::Reason::Unspecified), cl::cat(SearchCat));

cl::opt<bool> UseBatchingSearch(
"use-batching-search",
Expand Down Expand Up @@ -172,16 +178,22 @@ Searcher *klee::constructUserSearcher(Executor &executor,
BatchInstructions);
}

if (UseIterativeDeepeningTimeSearch) {
searcher = new IterativeDeepeningTimeSearcher(searcher);
}

TargetManagerSubscriber *tms = nullptr;
if (executor.guidanceKind != Interpreter::GuidanceKind::NoGuidance) {
searcher = new GuidedSearcher(searcher, *executor.distanceCalculator,
executor.theRNG);
executor.targetManager->subscribe(*static_cast<GuidedSearcher *>(searcher));
tms = static_cast<GuidedSearcher *>(searcher);
}

if (UseIterativeDeepeningSearch != HaltExecution::Reason::Unspecified) {
searcher = new IterativeDeepeningSearcher(searcher, tms,
UseIterativeDeepeningSearch);
tms = static_cast<IterativeDeepeningSearcher *>(searcher);
}

if (tms)
executor.targetManager->subscribe(*tms);

llvm::raw_ostream &os = executor.getHandler().getInfoStream();

os << "BEGIN searcher description\n";
Expand Down
8 changes: 4 additions & 4 deletions test/Feature/Searchers.c
Original file line number Diff line number Diff line change
Expand Up @@ -18,13 +18,13 @@
// RUN: rm -rf %t.klee-out
// RUN: %klee --output-dir=%t.klee-out --search=random-path --search=nurs:qc %t2.bc
// RUN: rm -rf %t.klee-out
// RUN: %klee --output-dir=%t.klee-out --use-iterative-deepening-time-search --use-batching-search %t2.bc
// RUN: %klee --output-dir=%t.klee-out --use-iterative-deepening-search=max-time --use-batching-search %t2.bc
// RUN: rm -rf %t.klee-out
// RUN: %klee --output-dir=%t.klee-out --use-iterative-deepening-time-search --use-batching-search --search=random-state %t2.bc
// RUN: %klee --output-dir=%t.klee-out --use-iterative-deepening-search=max-time --use-batching-search --search=random-state %t2.bc
// RUN: rm -rf %t.klee-out
// RUN: %klee --output-dir=%t.klee-out --use-iterative-deepening-time-search --use-batching-search --search=nurs:depth %t2.bc
// RUN: %klee --output-dir=%t.klee-out --use-iterative-deepening-search=max-time --use-batching-search --search=nurs:depth %t2.bc
// RUN: rm -rf %t.klee-out
// RUN: %klee --output-dir=%t.klee-out --use-iterative-deepening-time-search --use-batching-search --search=nurs:qc %t2.bc
// RUN: %klee --output-dir=%t.klee-out --use-iterative-deepening-search=max-time --use-batching-search --search=nurs:qc %t2.bc

/* this test is basically just for coverage and doesn't really do any
correctness check (aside from testing that the various combinations
Expand Down
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