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[sanitizer/coverage] Add AFL-style coverage counters (search heuristic for fuzzing).
Introduce -mllvm -sanitizer-coverage-8bit-counters=1 which adds imprecise thread-unfriendly 8-bit coverage counters. The run-time library maps these 8-bit counters to 8-bit bitsets in the same way AFL (http://lcamtuf.coredump.cx/afl/technical_details.txt) does: counter values are divided into 8 ranges and based on the counter value one of the bits in the bitset is set. The AFL ranges are used here: 1, 2, 3, 4-7, 8-15, 16-31, 32-127, 128+. These counters provide a search heuristic for single-threaded coverage-guided fuzzers, we do not expect them to be useful for other purposes. Depending on the value of -fsanitize-coverage=[123] flag, these counters will be added to the function entry blocks (=1), every basic block (=2), or every edge (=3). Use these counters as an optional search heuristic in the Fuzzer library. Add a test where this heuristic is critical. llvm-svn: 231166
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@ -424,7 +424,7 @@ if(LLVM_USE_SANITIZER)
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message(WARNING "LLVM_USE_SANITIZER is not supported on this platform.")
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endif()
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if (LLVM_USE_SANITIZE_COVERAGE)
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append("-fsanitize-coverage=4" CMAKE_C_FLAGS CMAKE_CXX_FLAGS)
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append("-fsanitize-coverage=4 -mllvm -sanitizer-coverage-8bit-counters=1" CMAKE_C_FLAGS CMAKE_CXX_FLAGS)
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endif()
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endif()
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@ -158,6 +158,7 @@ int FuzzerDriver(int argc, char **argv, UserCallback Callback) {
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Options.DoCrossOver = Flags.cross_over;
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Options.MutateDepth = Flags.mutate_depth;
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Options.ExitOnFirst = Flags.exit_on_first;
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Options.UseCounters = Flags.use_counters;
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Options.UseFullCoverageSet = Flags.use_full_coverage_set;
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Options.UseCoveragePairs = Flags.use_coverage_pairs;
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Options.PreferSmallDuringInitialShuffle =
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@ -32,6 +32,7 @@ FUZZER_FLAG(int, help, 0, "Print help.")
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FUZZER_FLAG(
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int, save_minimized_corpus, 0,
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"If 1, the minimized corpus is saved into the first input directory")
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FUZZER_FLAG(int, use_counters, 0, "Use coverage counters")
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FUZZER_FLAG(int, use_full_coverage_set, 0,
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"Experimental: Maximize the number of different full"
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" coverage sets as opposed to maximizing the total coverage."
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@ -48,6 +48,7 @@ class Fuzzer {
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bool DoCrossOver = true;
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int MutateDepth = 5;
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bool ExitOnFirst = false;
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bool UseCounters = false;
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bool UseFullCoverageSet = false;
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bool UseCoveragePairs = false;
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int PreferSmallDuringInitialShuffle = -1;
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@ -95,6 +96,15 @@ class Fuzzer {
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std::vector<Unit> Corpus;
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std::unordered_set<uintptr_t> FullCoverageSets;
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std::unordered_set<uint64_t> CoveragePairs;
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// For UseCounters
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std::vector<uint8_t> CounterBitmap;
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size_t TotalBits() { // Slow. Call it only for printing stats.
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size_t Res = 0;
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for (auto x : CounterBitmap) Res += __builtin_popcount(x);
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return Res;
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}
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UserCallback Callback;
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FuzzingOptions Options;
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system_clock::time_point ProcessStartTime = system_clock::now();
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@ -138,17 +138,28 @@ size_t Fuzzer::RunOneMaximizeFullCoverageSet(const Unit &U) {
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}
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size_t Fuzzer::RunOneMaximizeTotalCoverage(const Unit &U) {
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size_t NumCounters = __sanitizer_get_number_of_counters();
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if (Options.UseCounters) {
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CounterBitmap.resize(NumCounters);
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__sanitizer_update_counter_bitset_and_clear_counters(0);
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}
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size_t OldCoverage = __sanitizer_get_total_unique_coverage();
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Callback(U.data(), U.size());
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size_t NewCoverage = __sanitizer_get_total_unique_coverage();
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size_t NumNewBits = 0;
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if (Options.UseCounters)
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NumNewBits = __sanitizer_update_counter_bitset_and_clear_counters(
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CounterBitmap.data());
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if (!(TotalNumberOfRuns & (TotalNumberOfRuns - 1)) && Options.Verbosity) {
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size_t Seconds = secondsSinceProcessStartUp();
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std::cerr
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<< "#" << TotalNumberOfRuns
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<< "\tcov: " << NewCoverage
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<< "\tbits: " << TotalBits()
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<< "\texec/s: " << (Seconds ? TotalNumberOfRuns / Seconds : 0) << "\n";
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}
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if (NewCoverage > OldCoverage)
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if (NewCoverage > OldCoverage || NumNewBits)
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return NewCoverage;
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return 0;
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}
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@ -189,6 +200,7 @@ size_t Fuzzer::MutateAndTestOne(Unit *U) {
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if (Options.Verbosity) {
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std::cerr << "#" << TotalNumberOfRuns
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<< "\tNEW: " << NewCoverage
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<< " B: " << TotalBits()
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<< " L: " << U->size()
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<< " S: " << Corpus.size()
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<< " I: " << i
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@ -5,6 +5,7 @@
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set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} -O0 -fsanitize-coverage=4")
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set(Tests
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CounterTest
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FourIndependentBranchesTest
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FullCoverageSetTest
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InfiniteTest
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14
lib/Fuzzer/test/CounterTest.cpp
Normal file
14
lib/Fuzzer/test/CounterTest.cpp
Normal file
@ -0,0 +1,14 @@
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// Test for a fuzzer: must find the case where a particular basic block is
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// executed many times.
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#include <iostream>
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extern "C" void TestOneInput(const uint8_t *Data, size_t Size) {
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int Num = 0;
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for (size_t i = 0; i < Size; i++)
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if (Data[i] == 'A' + i)
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Num++;
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if (Num >= 4) {
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std::cerr << "BINGO!\n";
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exit(1);
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}
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}
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@ -17,3 +17,6 @@ FullCoverageSetTest: BINGO
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RUN: not ./LLVMFuzzer-FourIndependentBranchesTest -timeout=15 -seed=1 -use_coverage_pairs=1 2>&1 | FileCheck %s --check-prefix=FourIndependentBranchesTest
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FourIndependentBranchesTest: BINGO
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RUN: not ./LLVMFuzzer-CounterTest -use_counters=1 -max_len=6 -seed=1 -timeout=15 2>&1 | FileCheck %s --check-prefix=CounterTest
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CounterTest: BINGO
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@ -80,6 +80,16 @@ static cl::opt<bool>
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"callbacks at every basic block"),
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cl::Hidden, cl::init(false));
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// Experimental 8-bit counters used as an additional search heuristic during
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// coverage-guided fuzzing.
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// The counters are not thread-friendly:
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// - contention on these counters may cause significant slowdown;
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// - the counter updates are racy and the results may be inaccurate.
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// They are also inaccurate due to 8-bit integer overflow.
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static cl::opt<bool> ClUse8bitCounters("sanitizer-coverage-8bit-counters",
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cl::desc("Experimental 8-bit counters"),
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cl::Hidden, cl::init(false));
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namespace {
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class SanitizerCoverageModule : public ModulePass {
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@ -114,6 +124,7 @@ class SanitizerCoverageModule : public ModulePass {
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LLVMContext *C;
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GlobalVariable *GuardArray;
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GlobalVariable *EightBitCounterArray;
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int CoverageLevel;
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};
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@ -152,9 +163,9 @@ bool SanitizerCoverageModule::runOnModule(Module &M) {
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M.getOrInsertFunction(kSanCovWithCheckName, VoidTy, Int32PtrTy, nullptr));
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SanCovIndirCallFunction = checkInterfaceFunction(M.getOrInsertFunction(
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kSanCovIndirCallName, VoidTy, IntptrTy, IntptrTy, nullptr));
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SanCovModuleInit = checkInterfaceFunction(
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M.getOrInsertFunction(kSanCovModuleInitName, Type::getVoidTy(*C),
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Int32PtrTy, IntptrTy, Int8PtrTy, nullptr));
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SanCovModuleInit = checkInterfaceFunction(M.getOrInsertFunction(
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kSanCovModuleInitName, Type::getVoidTy(*C), Int32PtrTy, IntptrTy,
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Int8PtrTy, Int8PtrTy, nullptr));
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SanCovModuleInit->setLinkage(Function::ExternalLinkage);
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// We insert an empty inline asm after cov callbacks to avoid callback merge.
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EmptyAsm = InlineAsm::get(FunctionType::get(IRB.getVoidTy(), false),
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@ -171,9 +182,15 @@ bool SanitizerCoverageModule::runOnModule(Module &M) {
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// At this point we create a dummy array of guards because we don't
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// know how many elements we will need.
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Type *Int32Ty = IRB.getInt32Ty();
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Type *Int8Ty = IRB.getInt8Ty();
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GuardArray =
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new GlobalVariable(M, Int32Ty, false, GlobalValue::ExternalLinkage,
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nullptr, "__sancov_gen_cov_tmp");
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if (ClUse8bitCounters)
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EightBitCounterArray =
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new GlobalVariable(M, Int8Ty, false, GlobalVariable::ExternalLinkage,
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nullptr, "__sancov_gen_cov_tmp");
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for (auto &F : M)
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runOnFunction(F);
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@ -186,11 +203,28 @@ bool SanitizerCoverageModule::runOnModule(Module &M) {
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M, Int32ArrayNTy, false, GlobalValue::PrivateLinkage,
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Constant::getNullValue(Int32ArrayNTy), "__sancov_gen_cov");
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// Replace the dummy array with the real one.
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GuardArray->replaceAllUsesWith(
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IRB.CreatePointerCast(RealGuardArray, Int32PtrTy));
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GuardArray->eraseFromParent();
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GlobalVariable *RealEightBitCounterArray;
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if (ClUse8bitCounters) {
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// Make sure the array is 16-aligned.
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static const int kCounterAlignment = 16;
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Type *Int8ArrayNTy =
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ArrayType::get(Int8Ty, RoundUpToAlignment(SanCovFunction->getNumUses(),
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kCounterAlignment));
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RealEightBitCounterArray = new GlobalVariable(
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M, Int8ArrayNTy, false, GlobalValue::PrivateLinkage,
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Constant::getNullValue(Int8ArrayNTy), "__sancov_gen_cov_counter");
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RealEightBitCounterArray->setAlignment(kCounterAlignment);
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EightBitCounterArray->replaceAllUsesWith(
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IRB.CreatePointerCast(RealEightBitCounterArray, Int8PtrTy));
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EightBitCounterArray->eraseFromParent();
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}
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// Create variable for module (compilation unit) name
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Constant *ModNameStrConst =
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ConstantDataArray::getString(M.getContext(), M.getName(), true);
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@ -200,10 +234,13 @@ bool SanitizerCoverageModule::runOnModule(Module &M) {
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// Call __sanitizer_cov_module_init
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IRB.SetInsertPoint(CtorFunc->getEntryBlock().getTerminator());
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IRB.CreateCall3(SanCovModuleInit,
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IRB.CreatePointerCast(RealGuardArray, Int32PtrTy),
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ConstantInt::get(IntptrTy, SanCovFunction->getNumUses()),
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IRB.CreatePointerCast(ModuleName, Int8PtrTy));
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IRB.CreateCall4(
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SanCovModuleInit, IRB.CreatePointerCast(RealGuardArray, Int32PtrTy),
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ConstantInt::get(IntptrTy, SanCovFunction->getNumUses()),
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ClUse8bitCounters
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? IRB.CreatePointerCast(RealEightBitCounterArray, Int8PtrTy)
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: Constant::getNullValue(Int8PtrTy),
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IRB.CreatePointerCast(ModuleName, Int8PtrTy));
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return true;
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}
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@ -314,6 +351,17 @@ void SanitizerCoverageModule::InjectCoverageAtBlock(Function &F, BasicBlock &BB,
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IRB.CreateCall(EmptyAsm); // Avoids callback merge.
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}
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if(ClUse8bitCounters) {
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IRB.SetInsertPoint(IP);
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Value *P = IRB.CreateAdd(
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IRB.CreatePointerCast(EightBitCounterArray, IntptrTy),
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ConstantInt::get(IntptrTy, SanCovFunction->getNumUses() - 1));
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P = IRB.CreateIntToPtr(P, IRB.getInt8PtrTy());
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Value *LI = IRB.CreateLoad(P);
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Value *Inc = IRB.CreateAdd(LI, ConstantInt::get(IRB.getInt8Ty(), 1));
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IRB.CreateStore(Inc, P);
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}
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if (ClExperimentalTracing) {
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// Experimental support for tracing.
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// Insert a callback with the same guard variable as used for coverage.
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@ -5,10 +5,8 @@
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; RUN: opt < %s -sancov -sanitizer-coverage-level=2 -sanitizer-coverage-block-threshold=1 -S | FileCheck %s --check-prefix=CHECK_WITH_CHECK
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; RUN: opt < %s -sancov -sanitizer-coverage-level=3 -sanitizer-coverage-block-threshold=10 -S | FileCheck %s --check-prefix=CHECK3
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; RUN: opt < %s -sancov -sanitizer-coverage-level=4 -S | FileCheck %s --check-prefix=CHECK4
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; RUN: opt < %s -sancov -sanitizer-coverage-level=3 -sanitizer-coverage-8bit-counters=1 -S | FileCheck %s --check-prefix=CHECK-8BIT
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; RUN: opt < %s -sancov -sanitizer-coverage-level=0 -S | FileCheck %s --check-prefix=CHECK0
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; RUN: opt < %s -sancov -sanitizer-coverage-level=1 -S | FileCheck %s --check-prefix=CHECK1
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; RUN: opt < %s -sancov -sanitizer-coverage-level=2 -S | FileCheck %s --check-prefix=CHECK2
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; RUN: opt < %s -sancov -sanitizer-coverage-level=2 -sanitizer-coverage-block-threshold=10 \
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; RUN: -S | FileCheck %s --check-prefix=CHECK2
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; RUN: opt < %s -sancov -sanitizer-coverage-level=2 -sanitizer-coverage-block-threshold=1 \
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@ -78,6 +76,24 @@ entry:
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; CHECK3-NOT: call void @__sanitizer_cov
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; CHECK3: ret void
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; test -sanitizer-coverage-8bit-counters=1
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; CHECK-8BIT-LABEL: define void @foo
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; CHECK-8BIT: [[V11:%[0-9]*]] = load i8
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; CHECK-8BIT: [[V12:%[0-9]*]] = add i8 [[V11]], 1
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; CHECK-8BIT: store i8 [[V12]]
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; CHECK-8BIT: [[V21:%[0-9]*]] = load i8
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; CHECK-8BIT: [[V22:%[0-9]*]] = add i8 [[V21]], 1
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; CHECK-8BIT: store i8 [[V22]]
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; CHECK-8BIT: [[V31:%[0-9]*]] = load i8
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; CHECK-8BIT: [[V32:%[0-9]*]] = add i8 [[V31]], 1
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; CHECK-8BIT: store i8 [[V32]]
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; CHECK-8BIT: [[V41:%[0-9]*]] = load i8
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; CHECK-8BIT: [[V42:%[0-9]*]] = add i8 [[V41]], 1
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; CHECK-8BIT: store i8 [[V42]]
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; CHECK-8BIT: ret void
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%struct.StructWithVptr = type { i32 (...)** }
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