FuzzerFork.cpp - libfuzzer - Git at Google

 //===- FuzzerFork.cpp - run fuzzing in separate subprocesses --------------===//
 //
 // 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
 //
 //===----------------------------------------------------------------------===//
 // Spawn and orchestrate separate fuzzing processes.
 //===----------------------------------------------------------------------===//

 #include "FuzzerCommand.h"
 #include "FuzzerFork.h"
 #include "FuzzerIO.h"
 #include "FuzzerInternal.h"
 #include "FuzzerMerge.h"
 #include "FuzzerSHA1.h"
 #include "FuzzerTracePC.h"
 #include "FuzzerUtil.h"

 #include <atomic>
 #include <chrono>
 #include <condition_variable>
 #include <fstream>
 #include <memory>
 #include <mutex>
 #include <queue>
 #include <sstream>
 #include <thread>

 namespace fuzzer {

 struct Stats {
   size_t number_of_executed_units = 0;
   size_t peak_rss_mb = 0;
   size_t average_exec_per_sec = 0;
 };

 static Stats ParseFinalStatsFromLog(const std::string &LogPath) {
   std::ifstream In(LogPath);
   std::string Line;
   Stats Res;
   struct {
     const char *Name;
     size_t *Var;
   } NameVarPairs[] = {
       {"stat::number_of_executed_units:", &Res.number_of_executed_units},
       {"stat::peak_rss_mb:", &Res.peak_rss_mb},
       {"stat::average_exec_per_sec:", &Res.average_exec_per_sec},
       {nullptr, nullptr},
   };
   while (std::getline(In, Line, '\n')) {
     if (Line.find("stat::") != 0) continue;
     std::istringstream ISS(Line);
     std::string Name;
     size_t Val;
     ISS >> Name >> Val;
     for (size_t i = 0; NameVarPairs[i].Name; i++)
       if (Name == NameVarPairs[i].Name)
         *NameVarPairs[i].Var = Val;
   }
   return Res;
 }

 struct FuzzJob {
   // Inputs.
   Command Cmd;
   std::string CorpusDir;
   std::string FeaturesDir;
   std::string LogPath;
   std::string SeedListPath;
   std::string CFPath;
   size_t      JobId;

   int         DftTimeInSeconds = 0;

   // Fuzzing Outputs.
   int ExitCode;

   ~FuzzJob() {
     RemoveFile(CFPath);
     RemoveFile(LogPath);
     RemoveFile(SeedListPath);
     RmDirRecursive(CorpusDir);
     RmDirRecursive(FeaturesDir);
   }
 };

 struct GlobalEnv {
   std::vector<std::string> Args;
   std::vector<std::string> CorpusDirs;
   std::string MainCorpusDir;
   std::string TempDir;
   std::string DFTDir;
   std::string DataFlowBinary;
   std::set<uint32_t> Features, Cov;
   std::set<std::string> FilesWithDFT;
   std::vector<std::string> Files;
   std::vector<std::size_t> FilesSizes;
   Random *Rand;
   std::chrono::system_clock::time_point ProcessStartTime;
   int Verbosity = 0;
   int Group = 0;
   int NumCorpuses = 8;

   size_t NumTimeouts = 0;
   size_t NumOOMs = 0;
   size_t NumCrashes = 0;


   size_t NumRuns = 0;

   std::string StopFile() { return DirPlusFile(TempDir, "STOP"); }

   size_t secondsSinceProcessStartUp() const {
     return std::chrono::duration_cast<std::chrono::seconds>(
                std::chrono::system_clock::now() - ProcessStartTime)
         .count();
   }

   FuzzJob *CreateNewJob(size_t JobId) {
     Command Cmd(Args);
     Cmd.removeFlag("fork");
     Cmd.removeFlag("runs");
     Cmd.removeFlag("collect_data_flow");
     for (auto &C : CorpusDirs) // Remove all corpora from the args.
       Cmd.removeArgument(C);
     Cmd.addFlag("reload", "0");  // working in an isolated dir, no reload.
     Cmd.addFlag("print_final_stats", "1");
     Cmd.addFlag("print_funcs", "0");  // no need to spend time symbolizing.
     Cmd.addFlag("max_total_time", std::to_string(std::min((size_t)300, JobId)));
     Cmd.addFlag("stop_file", StopFile());
     if (!DataFlowBinary.empty()) {
       Cmd.addFlag("data_flow_trace", DFTDir);
       if (!Cmd.hasFlag("focus_function"))
         Cmd.addFlag("focus_function", "auto");
     }
     auto Job = new FuzzJob;
     std::string Seeds;
     if (size_t CorpusSubsetSize =
             std::min(Files.size(), (size_t)sqrt(Files.size() + 2))) {
       auto Time1 = std::chrono::system_clock::now();
       if (Group) { // whether to group the corpus.
         size_t AverageCorpusSize = Files.size() / NumCorpuses + 1;
         size_t StartIndex = ((JobId - 1) % NumCorpuses) * AverageCorpusSize;
         for (size_t i = 0; i < CorpusSubsetSize; i++) {
           size_t RandNum = (*Rand)(AverageCorpusSize);
           size_t Index = RandNum + StartIndex;
           Index = Index < Files.size() ? Index
                                        : Rand->SkewTowardsLast(Files.size());
           auto &SF = Files[Index];
           Seeds += (Seeds.empty() ? "" : ",") + SF;
           CollectDFT(SF);
         }
       } else {
         for (size_t i = 0; i < CorpusSubsetSize; i++) {
           auto &SF = Files[Rand->SkewTowardsLast(Files.size())];
           Seeds += (Seeds.empty() ? "" : ",") + SF;
           CollectDFT(SF);
         }
       }
       auto Time2 = std::chrono::system_clock::now();
       auto DftTimeInSeconds = duration_cast<seconds>(Time2 - Time1).count();
       assert(DftTimeInSeconds < std::numeric_limits<int>::max());
       Job->DftTimeInSeconds = static_cast<int>(DftTimeInSeconds);
     }
     if (!Seeds.empty()) {
       Job->SeedListPath =
           DirPlusFile(TempDir, std::to_string(JobId) + ".seeds");
       WriteToFile(Seeds, Job->SeedListPath);
       Cmd.addFlag("seed_inputs", "@" + Job->SeedListPath);
     }
     Job->LogPath = DirPlusFile(TempDir, std::to_string(JobId) + ".log");
     Job->CorpusDir = DirPlusFile(TempDir, "C" + std::to_string(JobId));
     Job->FeaturesDir = DirPlusFile(TempDir, "F" + std::to_string(JobId));
     Job->CFPath = DirPlusFile(TempDir, std::to_string(JobId) + ".merge");
     Job->JobId = JobId;


     Cmd.addArgument(Job->CorpusDir);
     Cmd.addFlag("features_dir", Job->FeaturesDir);

     for (auto &D : {Job->CorpusDir, Job->FeaturesDir}) {
       RmDirRecursive(D);
       MkDir(D);
     }

     Cmd.setOutputFile(Job->LogPath);
     Cmd.combineOutAndErr();

     Job->Cmd = Cmd;

     if (Verbosity >= 2)
       Printf("Job %zd/%p Created: %s\n", JobId, Job,
              Job->Cmd.toString().c_str());
     // Start from very short runs and gradually increase them.
     return Job;
   }

   void RunOneMergeJob(FuzzJob *Job) {
     auto Stats = ParseFinalStatsFromLog(Job->LogPath);
     NumRuns += Stats.number_of_executed_units;

     std::vector<SizedFile> TempFiles, MergeCandidates;
     // Read all newly created inputs and their feature sets.
     // Choose only those inputs that have new features.
     GetSizedFilesFromDir(Job->CorpusDir, &TempFiles);
     std::sort(TempFiles.begin(), TempFiles.end());
     for (auto &F : TempFiles) {
       auto FeatureFile = F.File;
       FeatureFile.replace(0, Job->CorpusDir.size(), Job->FeaturesDir);
       auto FeatureBytes = FileToVector(FeatureFile, 0, false);
       assert((FeatureBytes.size() % sizeof(uint32_t)) == 0);
       std::vector<uint32_t> NewFeatures(FeatureBytes.size() / sizeof(uint32_t));
       memcpy(NewFeatures.data(), FeatureBytes.data(), FeatureBytes.size());
       for (auto Ft : NewFeatures) {
         if (!Features.count(Ft)) {
           MergeCandidates.push_back(F);
           break;
         }
       }
     }
     // if (!FilesToAdd.empty() || Job->ExitCode != 0)
     Printf("#%zd: cov: %zd ft: %zd corp: %zd exec/s: %zd "
            "oom/timeout/crash: %zd/%zd/%zd time: %zds job: %zd dft_time: %d\n",
            NumRuns, Cov.size(), Features.size(), Files.size(),
            Stats.average_exec_per_sec, NumOOMs, NumTimeouts, NumCrashes,
            secondsSinceProcessStartUp(), Job->JobId, Job->DftTimeInSeconds);

     if (MergeCandidates.empty()) return;

     std::vector<std::string> FilesToAdd;
     std::set<uint32_t> NewFeatures, NewCov;
     bool IsSetCoverMerge =
         !Job->Cmd.getFlagValue("set_cover_merge").compare("1");
     CrashResistantMerge(Args, {}, MergeCandidates, &FilesToAdd, Features,
                         &NewFeatures, Cov, &NewCov, Job->CFPath, false,
                         IsSetCoverMerge);
     for (auto &Path : FilesToAdd) {
       auto U = FileToVector(Path);
       auto NewPath = DirPlusFile(MainCorpusDir, Hash(U));
       WriteToFile(U, NewPath);
       if (Group) { // Insert the queue according to the size of the seed.
         size_t UnitSize = U.size();
         auto Idx =
             std::upper_bound(FilesSizes.begin(), FilesSizes.end(), UnitSize) -
             FilesSizes.begin();
         FilesSizes.insert(FilesSizes.begin() + Idx, UnitSize);
         Files.insert(Files.begin() + Idx, NewPath);
       } else {
         Files.push_back(NewPath);
       }
     }
     Features.insert(NewFeatures.begin(), NewFeatures.end());
     Cov.insert(NewCov.begin(), NewCov.end());
     for (auto Idx : NewCov)
       if (auto *TE = TPC.PCTableEntryByIdx(Idx))
         if (TPC.PcIsFuncEntry(TE))
           PrintPC("  NEW_FUNC: %p %F %L\n", "",
                   TPC.GetNextInstructionPc(TE->PC));
   }

   void CollectDFT(const std::string &InputPath) {
     if (DataFlowBinary.empty()) return;
     if (!FilesWithDFT.insert(InputPath).second) return;
     Command Cmd(Args);
     Cmd.removeFlag("fork");
     Cmd.removeFlag("runs");
     Cmd.addFlag("data_flow_trace", DFTDir);
     Cmd.addArgument(InputPath);
     for (auto &C : CorpusDirs) // Remove all corpora from the args.
       Cmd.removeArgument(C);
     Cmd.setOutputFile(DirPlusFile(TempDir, "dft.log"));
     Cmd.combineOutAndErr();
     // Printf("CollectDFT: %s\n", Cmd.toString().c_str());
     ExecuteCommand(Cmd);
   }

 };

 struct JobQueue {
   std::queue<FuzzJob *> Qu;
   std::mutex Mu;
   std::condition_variable Cv;

   void Push(FuzzJob *Job) {
     {
       std::lock_guard<std::mutex> Lock(Mu);
       Qu.push(Job);
     }
     Cv.notify_one();
   }
   FuzzJob *Pop() {
     std::unique_lock<std::mutex> Lk(Mu);
     // std::lock_guard<std::mutex> Lock(Mu);
     Cv.wait(Lk, [&]{return !Qu.empty();});
     assert(!Qu.empty());
     auto Job = Qu.front();
     Qu.pop();
     return Job;
   }
 };

 void WorkerThread(JobQueue *FuzzQ, JobQueue *MergeQ) {
   while (auto Job = FuzzQ->Pop()) {
     // Printf("WorkerThread: job %p\n", Job);
     Job->ExitCode = ExecuteCommand(Job->Cmd);
     MergeQ->Push(Job);
   }
 }

 // This is just a skeleton of an experimental -fork=1 feature.
 void FuzzWithFork(Random &Rand, const FuzzingOptions &Options,
                   const std::vector<std::string> &Args,
                   const std::vector<std::string> &CorpusDirs, int NumJobs) {
   Printf("INFO: -fork=%d: fuzzing in separate process(s)\n", NumJobs);

   GlobalEnv Env;
   Env.Args = Args;
   Env.CorpusDirs = CorpusDirs;
   Env.Rand = &Rand;
   Env.Verbosity = Options.Verbosity;
   Env.ProcessStartTime = std::chrono::system_clock::now();
   Env.DataFlowBinary = Options.CollectDataFlow;
   Env.Group = Options.ForkCorpusGroups;

   std::vector<SizedFile> SeedFiles;
   for (auto &Dir : CorpusDirs)
     GetSizedFilesFromDir(Dir, &SeedFiles);
   std::sort(SeedFiles.begin(), SeedFiles.end());
   Env.TempDir = TempPath("FuzzWithFork", ".dir");
   Env.DFTDir = DirPlusFile(Env.TempDir, "DFT");
   RmDirRecursive(Env.TempDir);  // in case there is a leftover from old runs.
   MkDir(Env.TempDir);
   MkDir(Env.DFTDir);


   if (CorpusDirs.empty())
     MkDir(Env.MainCorpusDir = DirPlusFile(Env.TempDir, "C"));
   else
     Env.MainCorpusDir = CorpusDirs[0];

   if (Options.KeepSeed) {
     for (auto &File : SeedFiles)
       Env.Files.push_back(File.File);
   } else {
     auto CFPath = DirPlusFile(Env.TempDir, "merge.txt");
     std::set<uint32_t> NewFeatures, NewCov;
     CrashResistantMerge(Env.Args, {}, SeedFiles, &Env.Files, Env.Features,
                         &NewFeatures, Env.Cov, &NewCov, CFPath,
                         /*Verbose=*/false, /*IsSetCoverMerge=*/false);
     Env.Features.insert(NewFeatures.begin(), NewFeatures.end());
     Env.Cov.insert(NewCov.begin(), NewCov.end());
     RemoveFile(CFPath);
   }

   if (Env.Group) {
     for (auto &path : Env.Files)
       Env.FilesSizes.push_back(FileSize(path));
   }

   Printf("INFO: -fork=%d: %zd seed inputs, starting to fuzz in %s\n", NumJobs,
          Env.Files.size(), Env.TempDir.c_str());

   int ExitCode = 0;

   JobQueue FuzzQ, MergeQ;

   auto StopJobs = [&]() {
     for (int i = 0; i < NumJobs; i++)
       FuzzQ.Push(nullptr);
     MergeQ.Push(nullptr);
     WriteToFile(Unit({1}), Env.StopFile());
   };

   size_t MergeCycle = 20;
   size_t JobExecuted = 0;
   size_t JobId = 1;
   std::vector<std::thread> Threads;
   for (int t = 0; t < NumJobs; t++) {
     Threads.push_back(std::thread(WorkerThread, &FuzzQ, &MergeQ));
     FuzzQ.Push(Env.CreateNewJob(JobId++));
   }

   while (true) {
     std::unique_ptr<FuzzJob> Job(MergeQ.Pop());
     if (!Job)
       break;
     ExitCode = Job->ExitCode;
     if (ExitCode == Options.InterruptExitCode) {
       Printf("==%lu== libFuzzer: a child was interrupted; exiting\n", GetPid());
       StopJobs();
       break;
     }
     Fuzzer::MaybeExitGracefully();

     Env.RunOneMergeJob(Job.get());

     // merge the corpus .
     JobExecuted++;
     if (Env.Group && JobExecuted >= MergeCycle) {
       std::vector<SizedFile> CurrentSeedFiles;
       for (auto &Dir : CorpusDirs)
         GetSizedFilesFromDir(Dir, &CurrentSeedFiles);
       std::sort(CurrentSeedFiles.begin(), CurrentSeedFiles.end());

       auto CFPath = DirPlusFile(Env.TempDir, "merge.txt");
       std::set<uint32_t> TmpNewFeatures, TmpNewCov;
       std::set<uint32_t> TmpFeatures, TmpCov;
       Env.Files.clear();
       Env.FilesSizes.clear();
       CrashResistantMerge(Env.Args, {}, CurrentSeedFiles, &Env.Files,
                           TmpFeatures, &TmpNewFeatures, TmpCov, &TmpNewCov,
                           CFPath, /*Verbose=*/false, /*IsSetCoverMerge=*/false);
       for (auto &path : Env.Files)
         Env.FilesSizes.push_back(FileSize(path));
       RemoveFile(CFPath);
       JobExecuted = 0;
       MergeCycle += 5;
     }

     // Since the number of corpus seeds will gradually increase, in order to
     // control the number in each group to be about three times the number of
     // seeds selected each time, the number of groups is dynamically adjusted.
     if (Env.Files.size() < 2000)
       Env.NumCorpuses = 12;
     else if (Env.Files.size() < 6000)
       Env.NumCorpuses = 20;
     else if (Env.Files.size() < 12000)
       Env.NumCorpuses = 32;
     else if (Env.Files.size() < 16000)
       Env.NumCorpuses = 40;
     else if (Env.Files.size() < 24000)
       Env.NumCorpuses = 60;
     else
       Env.NumCorpuses = 80;

     // Continue if our crash is one of the ignored ones.
     if (Options.IgnoreTimeouts && ExitCode == Options.TimeoutExitCode)
       Env.NumTimeouts++;
     else if (Options.IgnoreOOMs && ExitCode == Options.OOMExitCode)
       Env.NumOOMs++;
     else if (ExitCode != 0) {
       Env.NumCrashes++;
       if (Options.IgnoreCrashes) {
         std::ifstream In(Job->LogPath);
         std::string Line;
         while (std::getline(In, Line, '\n'))
           if (Line.find("ERROR:") != Line.npos ||
               Line.find("runtime error:") != Line.npos)
             Printf("%s\n", Line.c_str());
       } else {
         // And exit if we don't ignore this crash.
         Printf("INFO: log from the inner process:\n%s",
                FileToString(Job->LogPath).c_str());
         StopJobs();
         break;
       }
     }

     // Stop if we are over the time budget.
     // This is not precise, since other threads are still running
     // and we will wait while joining them.
     // We also don't stop instantly: other jobs need to finish.
     if (Options.MaxTotalTimeSec > 0 &&
         Env.secondsSinceProcessStartUp() >= (size_t)Options.MaxTotalTimeSec) {
       Printf("INFO: fuzzed for %zd seconds, wrapping up soon\n",
              Env.secondsSinceProcessStartUp());
       StopJobs();
       break;
     }
     if (Env.NumRuns >= Options.MaxNumberOfRuns) {
       Printf("INFO: fuzzed for %zd iterations, wrapping up soon\n",
              Env.NumRuns);
       StopJobs();
       break;
     }

     FuzzQ.Push(Env.CreateNewJob(JobId++));
   }

   for (auto &T : Threads)
     T.join();

   // The workers have terminated. Don't try to remove the directory before they
   // terminate to avoid a race condition preventing cleanup on Windows.
   RmDirRecursive(Env.TempDir);

   // Use the exit code from the last child process.
   Printf("INFO: exiting: %d time: %zds\n", ExitCode,
          Env.secondsSinceProcessStartUp());
   exit(ExitCode);
 }

 } // namespace fuzzer
	//===- FuzzerFork.cpp - run fuzzing in separate subprocesses --------------===//
	//
	// 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
	//
	//===----------------------------------------------------------------------===//
	// Spawn and orchestrate separate fuzzing processes.
	//===----------------------------------------------------------------------===//

	#include "FuzzerCommand.h"
	#include "FuzzerFork.h"
	#include "FuzzerIO.h"
	#include "FuzzerInternal.h"
	#include "FuzzerMerge.h"
	#include "FuzzerSHA1.h"
	#include "FuzzerTracePC.h"
	#include "FuzzerUtil.h"

	#include <atomic>
	#include <chrono>
	#include <condition_variable>
	#include <fstream>
	#include <memory>
	#include <mutex>
	#include <queue>
	#include <sstream>
	#include <thread>

	namespace fuzzer {

	struct Stats {
	size_t number_of_executed_units = 0;
	size_t peak_rss_mb = 0;
	size_t average_exec_per_sec = 0;
	};

	static Stats ParseFinalStatsFromLog(const std::string &LogPath) {
	std::ifstream In(LogPath);
	std::string Line;
	Stats Res;
	struct {
	const char *Name;
	size_t *Var;
	} NameVarPairs[] = {
	{"stat::number_of_executed_units:", &Res.number_of_executed_units},
	{"stat::peak_rss_mb:", &Res.peak_rss_mb},
	{"stat::average_exec_per_sec:", &Res.average_exec_per_sec},
	{nullptr, nullptr},
	};
	while (std::getline(In, Line, '\n')) {
	if (Line.find("stat::") != 0) continue;
	std::istringstream ISS(Line);
	std::string Name;
	size_t Val;
	ISS >> Name >> Val;
	for (size_t i = 0; NameVarPairs[i].Name; i++)
	if (Name == NameVarPairs[i].Name)
	*NameVarPairs[i].Var = Val;
	}
	return Res;
	}

	struct FuzzJob {
	// Inputs.
	Command Cmd;
	std::string CorpusDir;
	std::string FeaturesDir;
	std::string LogPath;
	std::string SeedListPath;
	std::string CFPath;
	size_t JobId;

	int DftTimeInSeconds = 0;

	// Fuzzing Outputs.
	int ExitCode;

	~FuzzJob() {
	RemoveFile(CFPath);
	RemoveFile(LogPath);
	RemoveFile(SeedListPath);
	RmDirRecursive(CorpusDir);
	RmDirRecursive(FeaturesDir);
	}
	};

	struct GlobalEnv {
	std::vector<std::string> Args;
	std::vector<std::string> CorpusDirs;
	std::string MainCorpusDir;
	std::string TempDir;
	std::string DFTDir;
	std::string DataFlowBinary;
	std::set<uint32_t> Features, Cov;
	std::set<std::string> FilesWithDFT;
	std::vector<std::string> Files;
	std::vector<std::size_t> FilesSizes;
	Random *Rand;
	std::chrono::system_clock::time_point ProcessStartTime;
	int Verbosity = 0;
	int Group = 0;
	int NumCorpuses = 8;

	size_t NumTimeouts = 0;
	size_t NumOOMs = 0;
	size_t NumCrashes = 0;


	size_t NumRuns = 0;

	std::string StopFile() { return DirPlusFile(TempDir, "STOP"); }

	size_t secondsSinceProcessStartUp() const {
	return std::chrono::duration_cast<std::chrono::seconds>(
	std::chrono::system_clock::now() - ProcessStartTime)
	.count();
	}

	FuzzJob *CreateNewJob(size_t JobId) {
	Command Cmd(Args);
	Cmd.removeFlag("fork");
	Cmd.removeFlag("runs");
	Cmd.removeFlag("collect_data_flow");
	for (auto &C : CorpusDirs) // Remove all corpora from the args.
	Cmd.removeArgument(C);
	Cmd.addFlag("reload", "0"); // working in an isolated dir, no reload.
	Cmd.addFlag("print_final_stats", "1");
	Cmd.addFlag("print_funcs", "0"); // no need to spend time symbolizing.
	Cmd.addFlag("max_total_time", std::to_string(std::min((size_t)300, JobId)));
	Cmd.addFlag("stop_file", StopFile());
	if (!DataFlowBinary.empty()) {
	Cmd.addFlag("data_flow_trace", DFTDir);
	if (!Cmd.hasFlag("focus_function"))
	Cmd.addFlag("focus_function", "auto");
	}
	auto Job = new FuzzJob;
	std::string Seeds;
	if (size_t CorpusSubsetSize =
	std::min(Files.size(), (size_t)sqrt(Files.size() + 2))) {
	auto Time1 = std::chrono::system_clock::now();
	if (Group) { // whether to group the corpus.
	size_t AverageCorpusSize = Files.size() / NumCorpuses + 1;
	size_t StartIndex = ((JobId - 1) % NumCorpuses) * AverageCorpusSize;
	for (size_t i = 0; i < CorpusSubsetSize; i++) {
	size_t RandNum = (*Rand)(AverageCorpusSize);
	size_t Index = RandNum + StartIndex;
	Index = Index < Files.size() ? Index
	: Rand->SkewTowardsLast(Files.size());
	auto &SF = Files[Index];
	Seeds += (Seeds.empty() ? "" : ",") + SF;
	CollectDFT(SF);
	}
	} else {
	for (size_t i = 0; i < CorpusSubsetSize; i++) {
	auto &SF = Files[Rand->SkewTowardsLast(Files.size())];
	Seeds += (Seeds.empty() ? "" : ",") + SF;
	CollectDFT(SF);
	}
	}
	auto Time2 = std::chrono::system_clock::now();
	auto DftTimeInSeconds = duration_cast<seconds>(Time2 - Time1).count();
	assert(DftTimeInSeconds < std::numeric_limits<int>::max());
	Job->DftTimeInSeconds = static_cast<int>(DftTimeInSeconds);
	}
	if (!Seeds.empty()) {
	Job->SeedListPath =
	DirPlusFile(TempDir, std::to_string(JobId) + ".seeds");
	WriteToFile(Seeds, Job->SeedListPath);
	Cmd.addFlag("seed_inputs", "@" + Job->SeedListPath);
	}
	Job->LogPath = DirPlusFile(TempDir, std::to_string(JobId) + ".log");
	Job->CorpusDir = DirPlusFile(TempDir, "C" + std::to_string(JobId));
	Job->FeaturesDir = DirPlusFile(TempDir, "F" + std::to_string(JobId));
	Job->CFPath = DirPlusFile(TempDir, std::to_string(JobId) + ".merge");
	Job->JobId = JobId;


	Cmd.addArgument(Job->CorpusDir);
	Cmd.addFlag("features_dir", Job->FeaturesDir);

	for (auto &D : {Job->CorpusDir, Job->FeaturesDir}) {
	RmDirRecursive(D);
	MkDir(D);
	}

	Cmd.setOutputFile(Job->LogPath);
	Cmd.combineOutAndErr();

	Job->Cmd = Cmd;

	if (Verbosity >= 2)
	Printf("Job %zd/%p Created: %s\n", JobId, Job,
	Job->Cmd.toString().c_str());
	// Start from very short runs and gradually increase them.
	return Job;
	}

	void RunOneMergeJob(FuzzJob *Job) {
	auto Stats = ParseFinalStatsFromLog(Job->LogPath);
	NumRuns += Stats.number_of_executed_units;

	std::vector<SizedFile> TempFiles, MergeCandidates;
	// Read all newly created inputs and their feature sets.
	// Choose only those inputs that have new features.
	GetSizedFilesFromDir(Job->CorpusDir, &TempFiles);
	std::sort(TempFiles.begin(), TempFiles.end());
	for (auto &F : TempFiles) {
	auto FeatureFile = F.File;
	FeatureFile.replace(0, Job->CorpusDir.size(), Job->FeaturesDir);
	auto FeatureBytes = FileToVector(FeatureFile, 0, false);
	assert((FeatureBytes.size() % sizeof(uint32_t)) == 0);
	std::vector<uint32_t> NewFeatures(FeatureBytes.size() / sizeof(uint32_t));
	memcpy(NewFeatures.data(), FeatureBytes.data(), FeatureBytes.size());
	for (auto Ft : NewFeatures) {
	if (!Features.count(Ft)) {
	MergeCandidates.push_back(F);
	break;
	}
	}
	}
	// if (!FilesToAdd.empty() \|\| Job->ExitCode != 0)
	Printf("#%zd: cov: %zd ft: %zd corp: %zd exec/s: %zd "
	"oom/timeout/crash: %zd/%zd/%zd time: %zds job: %zd dft_time: %d\n",
	NumRuns, Cov.size(), Features.size(), Files.size(),
	Stats.average_exec_per_sec, NumOOMs, NumTimeouts, NumCrashes,
	secondsSinceProcessStartUp(), Job->JobId, Job->DftTimeInSeconds);

	if (MergeCandidates.empty()) return;

	std::vector<std::string> FilesToAdd;
	std::set<uint32_t> NewFeatures, NewCov;
	bool IsSetCoverMerge =
	!Job->Cmd.getFlagValue("set_cover_merge").compare("1");
	CrashResistantMerge(Args, {}, MergeCandidates, &FilesToAdd, Features,
	&NewFeatures, Cov, &NewCov, Job->CFPath, false,
	IsSetCoverMerge);
	for (auto &Path : FilesToAdd) {
	auto U = FileToVector(Path);
	auto NewPath = DirPlusFile(MainCorpusDir, Hash(U));
	WriteToFile(U, NewPath);
	if (Group) { // Insert the queue according to the size of the seed.
	size_t UnitSize = U.size();
	auto Idx =
	std::upper_bound(FilesSizes.begin(), FilesSizes.end(), UnitSize) -
	FilesSizes.begin();
	FilesSizes.insert(FilesSizes.begin() + Idx, UnitSize);
	Files.insert(Files.begin() + Idx, NewPath);
	} else {
	Files.push_back(NewPath);
	}
	}
	Features.insert(NewFeatures.begin(), NewFeatures.end());
	Cov.insert(NewCov.begin(), NewCov.end());
	for (auto Idx : NewCov)
	if (auto *TE = TPC.PCTableEntryByIdx(Idx))
	if (TPC.PcIsFuncEntry(TE))
	PrintPC(" NEW_FUNC: %p %F %L\n", "",
	TPC.GetNextInstructionPc(TE->PC));
	}

	void CollectDFT(const std::string &InputPath) {
	if (DataFlowBinary.empty()) return;
	if (!FilesWithDFT.insert(InputPath).second) return;
	Command Cmd(Args);
	Cmd.removeFlag("fork");
	Cmd.removeFlag("runs");
	Cmd.addFlag("data_flow_trace", DFTDir);
	Cmd.addArgument(InputPath);
	for (auto &C : CorpusDirs) // Remove all corpora from the args.
	Cmd.removeArgument(C);
	Cmd.setOutputFile(DirPlusFile(TempDir, "dft.log"));
	Cmd.combineOutAndErr();
	// Printf("CollectDFT: %s\n", Cmd.toString().c_str());
	ExecuteCommand(Cmd);
	}

	};

	struct JobQueue {
	std::queue<FuzzJob *> Qu;
	std::mutex Mu;
	std::condition_variable Cv;

	void Push(FuzzJob *Job) {
	{
	std::lock_guard<std::mutex> Lock(Mu);
	Qu.push(Job);
	}
	Cv.notify_one();
	}
	FuzzJob *Pop() {
	std::unique_lock<std::mutex> Lk(Mu);
	// std::lock_guard<std::mutex> Lock(Mu);
	Cv.wait(Lk, [&]{return !Qu.empty();});
	assert(!Qu.empty());
	auto Job = Qu.front();
	Qu.pop();
	return Job;
	}
	};

	void WorkerThread(JobQueue FuzzQ, JobQueue MergeQ) {
	while (auto Job = FuzzQ->Pop()) {
	// Printf("WorkerThread: job %p\n", Job);
	Job->ExitCode = ExecuteCommand(Job->Cmd);
	MergeQ->Push(Job);
	}
	}

	// This is just a skeleton of an experimental -fork=1 feature.
	void FuzzWithFork(Random &Rand, const FuzzingOptions &Options,
	const std::vector<std::string> &Args,
	const std::vector<std::string> &CorpusDirs, int NumJobs) {
	Printf("INFO: -fork=%d: fuzzing in separate process(s)\n", NumJobs);

	GlobalEnv Env;
	Env.Args = Args;
	Env.CorpusDirs = CorpusDirs;
	Env.Rand = &Rand;
	Env.Verbosity = Options.Verbosity;
	Env.ProcessStartTime = std::chrono::system_clock::now();
	Env.DataFlowBinary = Options.CollectDataFlow;
	Env.Group = Options.ForkCorpusGroups;

	std::vector<SizedFile> SeedFiles;
	for (auto &Dir : CorpusDirs)
	GetSizedFilesFromDir(Dir, &SeedFiles);
	std::sort(SeedFiles.begin(), SeedFiles.end());
	Env.TempDir = TempPath("FuzzWithFork", ".dir");
	Env.DFTDir = DirPlusFile(Env.TempDir, "DFT");
	RmDirRecursive(Env.TempDir); // in case there is a leftover from old runs.
	MkDir(Env.TempDir);
	MkDir(Env.DFTDir);


	if (CorpusDirs.empty())
	MkDir(Env.MainCorpusDir = DirPlusFile(Env.TempDir, "C"));
	else
	Env.MainCorpusDir = CorpusDirs[0];

	if (Options.KeepSeed) {
	for (auto &File : SeedFiles)
	Env.Files.push_back(File.File);
	} else {
	auto CFPath = DirPlusFile(Env.TempDir, "merge.txt");
	std::set<uint32_t> NewFeatures, NewCov;
	CrashResistantMerge(Env.Args, {}, SeedFiles, &Env.Files, Env.Features,
	&NewFeatures, Env.Cov, &NewCov, CFPath,
	/Verbose=/false, /IsSetCoverMerge=/false);
	Env.Features.insert(NewFeatures.begin(), NewFeatures.end());
	Env.Cov.insert(NewCov.begin(), NewCov.end());
	RemoveFile(CFPath);
	}

	if (Env.Group) {
	for (auto &path : Env.Files)
	Env.FilesSizes.push_back(FileSize(path));
	}

	Printf("INFO: -fork=%d: %zd seed inputs, starting to fuzz in %s\n", NumJobs,
	Env.Files.size(), Env.TempDir.c_str());

	int ExitCode = 0;

	JobQueue FuzzQ, MergeQ;

	auto StopJobs = [&]() {
	for (int i = 0; i < NumJobs; i++)
	FuzzQ.Push(nullptr);
	MergeQ.Push(nullptr);
	WriteToFile(Unit({1}), Env.StopFile());
	};

	size_t MergeCycle = 20;
	size_t JobExecuted = 0;
	size_t JobId = 1;
	std::vector<std::thread> Threads;
	for (int t = 0; t < NumJobs; t++) {
	Threads.push_back(std::thread(WorkerThread, &FuzzQ, &MergeQ));
	FuzzQ.Push(Env.CreateNewJob(JobId++));
	}

	while (true) {
	std::unique_ptr<FuzzJob> Job(MergeQ.Pop());
	if (!Job)
	break;
	ExitCode = Job->ExitCode;
	if (ExitCode == Options.InterruptExitCode) {
	Printf("==%lu== libFuzzer: a child was interrupted; exiting\n", GetPid());
	StopJobs();
	break;
	}
	Fuzzer::MaybeExitGracefully();

	Env.RunOneMergeJob(Job.get());

	// merge the corpus .
	JobExecuted++;
	if (Env.Group && JobExecuted >= MergeCycle) {
	std::vector<SizedFile> CurrentSeedFiles;
	for (auto &Dir : CorpusDirs)
	GetSizedFilesFromDir(Dir, &CurrentSeedFiles);
	std::sort(CurrentSeedFiles.begin(), CurrentSeedFiles.end());

	auto CFPath = DirPlusFile(Env.TempDir, "merge.txt");
	std::set<uint32_t> TmpNewFeatures, TmpNewCov;
	std::set<uint32_t> TmpFeatures, TmpCov;
	Env.Files.clear();
	Env.FilesSizes.clear();
	CrashResistantMerge(Env.Args, {}, CurrentSeedFiles, &Env.Files,
	TmpFeatures, &TmpNewFeatures, TmpCov, &TmpNewCov,
	CFPath, /Verbose=/false, /IsSetCoverMerge=/false);
	for (auto &path : Env.Files)
	Env.FilesSizes.push_back(FileSize(path));
	RemoveFile(CFPath);
	JobExecuted = 0;
	MergeCycle += 5;
	}

	// Since the number of corpus seeds will gradually increase, in order to
	// control the number in each group to be about three times the number of
	// seeds selected each time, the number of groups is dynamically adjusted.
	if (Env.Files.size() < 2000)
	Env.NumCorpuses = 12;
	else if (Env.Files.size() < 6000)
	Env.NumCorpuses = 20;
	else if (Env.Files.size() < 12000)
	Env.NumCorpuses = 32;
	else if (Env.Files.size() < 16000)
	Env.NumCorpuses = 40;
	else if (Env.Files.size() < 24000)
	Env.NumCorpuses = 60;
	else
	Env.NumCorpuses = 80;

	// Continue if our crash is one of the ignored ones.
	if (Options.IgnoreTimeouts && ExitCode == Options.TimeoutExitCode)
	Env.NumTimeouts++;
	else if (Options.IgnoreOOMs && ExitCode == Options.OOMExitCode)
	Env.NumOOMs++;
	else if (ExitCode != 0) {
	Env.NumCrashes++;
	if (Options.IgnoreCrashes) {
	std::ifstream In(Job->LogPath);
	std::string Line;
	while (std::getline(In, Line, '\n'))
	if (Line.find("ERROR:") != Line.npos \|\|
	Line.find("runtime error:") != Line.npos)
	Printf("%s\n", Line.c_str());
	} else {
	// And exit if we don't ignore this crash.
	Printf("INFO: log from the inner process:\n%s",
	FileToString(Job->LogPath).c_str());
	StopJobs();
	break;
	}
	}

	// Stop if we are over the time budget.
	// This is not precise, since other threads are still running
	// and we will wait while joining them.
	// We also don't stop instantly: other jobs need to finish.
	if (Options.MaxTotalTimeSec > 0 &&
	Env.secondsSinceProcessStartUp() >= (size_t)Options.MaxTotalTimeSec) {
	Printf("INFO: fuzzed for %zd seconds, wrapping up soon\n",
	Env.secondsSinceProcessStartUp());
	StopJobs();
	break;
	}
	if (Env.NumRuns >= Options.MaxNumberOfRuns) {
	Printf("INFO: fuzzed for %zd iterations, wrapping up soon\n",
	Env.NumRuns);
	StopJobs();
	break;
	}

	FuzzQ.Push(Env.CreateNewJob(JobId++));
	}

	for (auto &T : Threads)
	T.join();

	// The workers have terminated. Don't try to remove the directory before they
	// terminate to avoid a race condition preventing cleanup on Windows.
	RmDirRecursive(Env.TempDir);

	// Use the exit code from the last child process.
	Printf("INFO: exiting: %d time: %zds\n", ExitCode,
	Env.secondsSinceProcessStartUp());
	exit(ExitCode);
	}

	} // namespace fuzzer