//===- FuzzerDataFlowTrace.cpp - DataFlowTrace ---*- C++ -* ===// // // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. // See https://llvm.org/LICENSE.txt for license information. // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception // //===----------------------------------------------------------------------===// // fuzzer::DataFlowTrace //===----------------------------------------------------------------------===// #include "FuzzerDataFlowTrace.h" #include "FuzzerIO.h" #include "FuzzerRandom.h" #include #include #include #include #include namespace fuzzer { static const char *kFunctionsTxt = "functions.txt"; bool BlockCoverage::AppendCoverage(const std::string &S) { std::stringstream SS(S); return AppendCoverage(SS); } // Coverage lines have this form: // CN X Y Z T // where N is the number of the function, T is the total number of instrumented // BBs, and X,Y,Z, if present, are the indecies of covered BB. // BB #0, which is the entry block, is not explicitly listed. bool BlockCoverage::AppendCoverage(std::istream &IN) { std::string L; while (std::getline(IN, L, '\n')) { if (L.empty() || L[0] != 'C') continue; // Ignore non-coverage lines. std::stringstream SS(L.c_str() + 1); size_t FunctionId = 0; SS >> FunctionId; Vector CoveredBlocks; while (true) { uint32_t BB = 0; SS >> BB; if (!SS) break; CoveredBlocks.push_back(BB); } if (CoveredBlocks.empty()) return false; uint32_t NumBlocks = CoveredBlocks.back(); CoveredBlocks.pop_back(); for (auto BB : CoveredBlocks) if (BB >= NumBlocks) return false; auto It = Functions.find(FunctionId); auto &Counters = It == Functions.end() ? Functions.insert({FunctionId, Vector(NumBlocks)}) .first->second : It->second; if (Counters.size() != NumBlocks) return false; // wrong number of blocks. Counters[0]++; for (auto BB : CoveredBlocks) Counters[BB]++; } return true; } // Assign weights to each function. // General principles: // * any uncovered function gets weight 0. // * a function with lots of uncovered blocks gets bigger weight. // * a function with a less frequently executed code gets bigger weight. Vector BlockCoverage::FunctionWeights(size_t NumFunctions) const { Vector Res(NumFunctions); for (auto It : Functions) { auto FunctionID = It.first; auto Counters = It.second; auto &Weight = Res[FunctionID]; Weight = 1000.; // this function is covered. Weight /= SmallestNonZeroCounter(Counters); Weight *= NumberOfUncoveredBlocks(Counters) + 1; // make sure it's not 0. } return Res; } void DataFlowTrace::ReadCoverage(const std::string &DirPath) { Vector Files; GetSizedFilesFromDir(DirPath, &Files); for (auto &SF : Files) { auto Name = Basename(SF.File); if (Name == kFunctionsTxt) continue; std::ifstream IF(SF.File); Coverage.AppendCoverage(IF); } } void DataFlowTrace::Init(const std::string &DirPath, std::string *FocusFunction, Random &Rand) { if (DirPath.empty()) return; Printf("INFO: DataFlowTrace: reading from '%s'\n", DirPath.c_str()); Vector Files; GetSizedFilesFromDir(DirPath, &Files); std::string L; size_t FocusFuncIdx = SIZE_MAX; Vector FunctionNames; // Read functions.txt std::ifstream IF(DirPlusFile(DirPath, kFunctionsTxt)); size_t NumFunctions = 0; while (std::getline(IF, L, '\n')) { FunctionNames.push_back(L); NumFunctions++; if (*FocusFunction == L) FocusFuncIdx = NumFunctions - 1; } if (*FocusFunction == "auto") { // AUTOFOCUS works like this: // * reads the coverage data from the DFT files. // * assigns weights to functions based on coverage. // * chooses a random function according to the weights. ReadCoverage(DirPath); auto Weights = Coverage.FunctionWeights(NumFunctions); Vector Intervals(NumFunctions + 1); std::iota(Intervals.begin(), Intervals.end(), 0); auto Distribution = std::piecewise_constant_distribution( Intervals.begin(), Intervals.end(), Weights.begin()); FocusFuncIdx = static_cast(Distribution(Rand)); *FocusFunction = FunctionNames[FocusFuncIdx]; assert(FocusFuncIdx < NumFunctions); Printf("INFO: AUTOFOCUS: %zd %s\n", FocusFuncIdx, FunctionNames[FocusFuncIdx].c_str()); for (size_t i = 0; i < NumFunctions; i++) { if (!Weights[i]) continue; Printf(" [%zd] W %g\tBB-tot %u\tBB-cov %u\tEntryFreq %u:\t%s\n", i, Weights[i], Coverage.GetNumberOfBlocks(i), Coverage.GetNumberOfCoveredBlocks(i), Coverage.GetCounter(i, 0), FunctionNames[i].c_str()); } } if (!NumFunctions || FocusFuncIdx == SIZE_MAX || Files.size() <= 1) return; // Read traces. size_t NumTraceFiles = 0; size_t NumTracesWithFocusFunction = 0; for (auto &SF : Files) { auto Name = Basename(SF.File); if (Name == kFunctionsTxt) continue; auto ParseError = [&](const char *Err) { Printf("DataFlowTrace: parse error: %s\n File: %s\n Line: %s\n", Err, Name.c_str(), L.c_str()); }; NumTraceFiles++; // Printf("=== %s\n", Name.c_str()); std::ifstream IF(SF.File); while (std::getline(IF, L, '\n')) { if (!L.empty() && L[0] == 'C') continue; // Ignore coverage. size_t SpacePos = L.find(' '); if (SpacePos == std::string::npos) return ParseError("no space in the trace line"); if (L.empty() || L[0] != 'F') return ParseError("the trace line doesn't start with 'F'"); size_t N = std::atol(L.c_str() + 1); if (N >= NumFunctions) return ParseError("N is greater than the number of functions"); if (N == FocusFuncIdx) { NumTracesWithFocusFunction++; const char *Beg = L.c_str() + SpacePos + 1; const char *End = L.c_str() + L.size(); assert(Beg < End); size_t Len = End - Beg; Vector V(Len); for (size_t I = 0; I < Len; I++) { if (Beg[I] != '0' && Beg[I] != '1') ParseError("the trace should contain only 0 or 1"); V[I] = Beg[I] == '1'; } Traces[Name] = V; // Print just a few small traces. if (NumTracesWithFocusFunction <= 3 && Len <= 16) Printf("%s => |%s|\n", Name.c_str(), L.c_str() + SpacePos + 1); break; // No need to parse the following lines. } } } assert(NumTraceFiles == Files.size() - 1); Printf("INFO: DataFlowTrace: %zd trace files, %zd functions, " "%zd traces with focus function\n", NumTraceFiles, NumFunctions, NumTracesWithFocusFunction); } } // namespace fuzzer