[llvm] r289166 - [libFuzzer] implement crash-resistant merge (https://github.com/google/sanitizers/issues/722). This is a first experimental variant that needs some more testing, thus not yet adding a lit test (but there are unit tests).

Kostya Serebryany via llvm-commits llvm-commits at lists.llvm.org
Thu Dec 8 17:17:24 PST 2016


Author: kcc
Date: Thu Dec  8 19:17:24 2016
New Revision: 289166

URL: http://llvm.org/viewvc/llvm-project?rev=289166&view=rev
Log:
[libFuzzer] implement crash-resistant merge (https://github.com/google/sanitizers/issues/722). This is a first experimental variant that needs some more testing, thus not yet adding a lit test (but there are unit tests).

Added:
    llvm/trunk/lib/Fuzzer/FuzzerMerge.cpp
    llvm/trunk/lib/Fuzzer/FuzzerMerge.h
Modified:
    llvm/trunk/lib/Fuzzer/CMakeLists.txt
    llvm/trunk/lib/Fuzzer/FuzzerDriver.cpp
    llvm/trunk/lib/Fuzzer/FuzzerFlags.def
    llvm/trunk/lib/Fuzzer/FuzzerInternal.h
    llvm/trunk/lib/Fuzzer/FuzzerUtil.h
    llvm/trunk/lib/Fuzzer/test/FuzzerUnittest.cpp

Modified: llvm/trunk/lib/Fuzzer/CMakeLists.txt
URL: http://llvm.org/viewvc/llvm-project/llvm/trunk/lib/Fuzzer/CMakeLists.txt?rev=289166&r1=289165&r2=289166&view=diff
==============================================================================
--- llvm/trunk/lib/Fuzzer/CMakeLists.txt (original)
+++ llvm/trunk/lib/Fuzzer/CMakeLists.txt Thu Dec  8 19:17:24 2016
@@ -1,6 +1,6 @@
 set(LIBFUZZER_FLAGS_BASE "${CMAKE_CXX_FLAGS}")
 # Disable the coverage and sanitizer instrumentation for the fuzzer itself.
-set(CMAKE_CXX_FLAGS "${LIBFUZZER_FLAGS_BASE} -fno-sanitize=all -fno-sanitize-coverage=edge,trace-cmp,indirect-calls,8bit-counters -Werror")
+set(CMAKE_CXX_FLAGS "${LIBFUZZER_FLAGS_BASE} -fno-sanitize=all -fno-sanitize-coverage=trace-pc-guard,edge,trace-cmp,indirect-calls,8bit-counters -Werror")
 if( LLVM_USE_SANITIZE_COVERAGE )
   if(NOT "${LLVM_USE_SANITIZER}" STREQUAL "Address")
     message(FATAL_ERROR
@@ -18,6 +18,7 @@ if( LLVM_USE_SANITIZE_COVERAGE )
     FuzzerIOPosix.cpp
     FuzzerIOWindows.cpp
     FuzzerLoop.cpp
+    FuzzerMerge.cpp
     FuzzerMutate.cpp
     FuzzerSHA1.cpp
     FuzzerTracePC.cpp

Modified: llvm/trunk/lib/Fuzzer/FuzzerDriver.cpp
URL: http://llvm.org/viewvc/llvm-project/llvm/trunk/lib/Fuzzer/FuzzerDriver.cpp?rev=289166&r1=289165&r2=289166&view=diff
==============================================================================
--- llvm/trunk/lib/Fuzzer/FuzzerDriver.cpp (original)
+++ llvm/trunk/lib/Fuzzer/FuzzerDriver.cpp Thu Dec  8 19:17:24 2016
@@ -219,8 +219,8 @@ static void WorkerThread(const std::stri
   }
 }
 
-static std::string CloneArgsWithoutX(const std::vector<std::string> &Args,
-                                     const char *X1, const char *X2) {
+std::string CloneArgsWithoutX(const std::vector<std::string> &Args,
+                              const char *X1, const char *X2) {
   std::string Cmd;
   for (auto &S : Args) {
     if (FlagValue(S.c_str(), X1) || FlagValue(S.c_str(), X2))
@@ -230,11 +230,6 @@ static std::string CloneArgsWithoutX(con
   return Cmd;
 }
 
-static std::string CloneArgsWithoutX(const std::vector<std::string> &Args,
-                                     const char *X) {
-  return CloneArgsWithoutX(Args, X, X);
-}
-
 static int RunInMultipleProcesses(const std::vector<std::string> &Args,
                                   int NumWorkers, int NumJobs) {
   std::atomic<int> Counter(0);
@@ -499,6 +494,16 @@ int FuzzerDriver(int *argc, char ***argv
     exit(0);
   }
 
+  if (Flags.experimental_merge) {
+    if (Options.MaxLen == 0)
+      F->SetMaxInputLen(kMaxSaneLen);
+    if (Flags.merge_control_file)
+      F->CrashResistantMergeInternalStep(Flags.merge_control_file);
+    else
+      F->CrashResistantMerge(Args, *Inputs);
+    exit(0);
+  }
+
   size_t TemporaryMaxLen = Options.MaxLen ? Options.MaxLen : kMaxSaneLen;
 
   UnitVector InitialCorpus;

Modified: llvm/trunk/lib/Fuzzer/FuzzerFlags.def
URL: http://llvm.org/viewvc/llvm-project/llvm/trunk/lib/Fuzzer/FuzzerFlags.def?rev=289166&r1=289165&r2=289166&view=diff
==============================================================================
--- llvm/trunk/lib/Fuzzer/FuzzerFlags.def (original)
+++ llvm/trunk/lib/Fuzzer/FuzzerFlags.def Thu Dec  8 19:17:24 2016
@@ -37,6 +37,9 @@ FUZZER_FLAG_INT(help, 0, "Print help.")
 FUZZER_FLAG_INT(merge, 0, "If 1, the 2-nd, 3-rd, etc corpora will be "
   "merged into the 1-st corpus. Only interesting units will be taken. "
   "This flag can be used to minimize a corpus.")
+FUZZER_FLAG_INT(experimental_merge, 0, "Experimental crash-resistant, "
+                "may eventually replace -merge.")
+FUZZER_FLAG_STRING(merge_control_file, "internal flag")
 FUZZER_FLAG_INT(minimize_crash, 0, "If 1, minimizes the provided"
   " crash input. Use with -runs=N or -max_total_time=N to limit "
   "the number attempts")

Modified: llvm/trunk/lib/Fuzzer/FuzzerInternal.h
URL: http://llvm.org/viewvc/llvm-project/llvm/trunk/lib/Fuzzer/FuzzerInternal.h?rev=289166&r1=289165&r2=289166&view=diff
==============================================================================
--- llvm/trunk/lib/Fuzzer/FuzzerInternal.h (original)
+++ llvm/trunk/lib/Fuzzer/FuzzerInternal.h Thu Dec  8 19:17:24 2016
@@ -89,6 +89,9 @@ public:
 
   // Merge Corpora[1:] into Corpora[0].
   void Merge(const std::vector<std::string> &Corpora);
+  void CrashResistantMerge(const std::vector<std::string> &Args,
+                           const std::vector<std::string> &Corpora);
+  void CrashResistantMergeInternalStep(const std::string &ControlFilePath);
   // Returns a subset of 'Extra' that adds coverage to 'Initial'.
   UnitVector FindExtraUnits(const UnitVector &Initial, const UnitVector &Extra);
   MutationDispatcher &GetMD() { return MD; }

Added: llvm/trunk/lib/Fuzzer/FuzzerMerge.cpp
URL: http://llvm.org/viewvc/llvm-project/llvm/trunk/lib/Fuzzer/FuzzerMerge.cpp?rev=289166&view=auto
==============================================================================
--- llvm/trunk/lib/Fuzzer/FuzzerMerge.cpp (added)
+++ llvm/trunk/lib/Fuzzer/FuzzerMerge.cpp Thu Dec  8 19:17:24 2016
@@ -0,0 +1,255 @@
+//===- FuzzerMerge.cpp - merging corpora ----------------------------------===//
+//
+//                     The LLVM Compiler Infrastructure
+//
+// This file is distributed under the University of Illinois Open Source
+// License. See LICENSE.TXT for details.
+//
+//===----------------------------------------------------------------------===//
+// Merging corpora.
+//===----------------------------------------------------------------------===//
+
+#include "FuzzerInternal.h"
+#include "FuzzerIO.h"
+#include "FuzzerMerge.h"
+#include "FuzzerTracePC.h"
+#include "FuzzerUtil.h"
+
+#include <fstream>
+#include <sstream>
+
+namespace fuzzer {
+
+bool Merger::Parse(const std::string &Str, bool ParseCoverage) {
+  std::istringstream SS(Str);
+  return Parse(SS, ParseCoverage);
+}
+
+void Merger::ParseOrExit(std::istream &IS, bool ParseCoverage) {
+  if (!Parse(IS, ParseCoverage)) {
+    Printf("MERGE: failed to parse the control file (unexpected error)\n");
+    exit(1);
+  }
+}
+
+// The control file example:
+//
+// 3 # The number of inputs
+// 1 # The number of inputs in the first corpus, <= the previous number
+// file0
+// file1
+// file2  # One file name per line.
+// STARTED 0 123  # FileID, file size
+// DONE 0 1 4 6 8  # FileID COV1 COV2 ...
+// STARTED 1 456  # If DONE is missing, the input crashed while processing.
+// STARTED 2 567
+// DONE 2 8 9
+bool Merger::Parse(std::istream &IS, bool ParseCoverage) {
+  LastFailure.clear();
+  std::string Line;
+
+  // Parse NumFiles.
+  if (!std::getline(IS, Line, '\n')) return false;
+  std::istringstream L1(Line);
+  size_t NumFiles = 0;
+  L1 >> NumFiles;
+  if (NumFiles == 0 || NumFiles > 10000000) return false;
+
+  // Parse NumFilesInFirstCorpus.
+  if (!std::getline(IS, Line, '\n')) return false;
+  std::istringstream L2(Line);
+  NumFilesInFirstCorpus = NumFiles + 1;
+  L2 >> NumFilesInFirstCorpus;
+  if (NumFilesInFirstCorpus > NumFiles) return false;
+
+  // Parse file names.
+  Files.resize(NumFiles);
+  for (size_t i = 0; i < NumFiles; i++)
+    if (!std::getline(IS, Files[i].Name, '\n'))
+      return false;
+
+  // Parse STARTED and DONE lines.
+  size_t ExpectedStartMarker = 0;
+  const size_t kInvalidStartMarker = -1;
+  size_t LastSeenStartMarker = kInvalidStartMarker;
+  while (std::getline(IS, Line, '\n')) {
+    std::istringstream ISS1(Line);
+    std::string Marker;
+    size_t N;
+    ISS1 >> Marker;
+    ISS1 >> N;
+    if (Marker == "STARTED") {
+      // STARTED FILE_ID FILE_SIZE
+      if (ExpectedStartMarker != N)
+        return false;
+      ISS1 >> Files[ExpectedStartMarker].Size;
+      LastSeenStartMarker = ExpectedStartMarker;
+      assert(ExpectedStartMarker < Files.size());
+      ExpectedStartMarker++;
+    } else if (Marker == "DONE") {
+      // DONE FILE_SIZE COV1 COV2 COV3 ...
+      size_t CurrentFileIdx = N;
+      if (CurrentFileIdx != LastSeenStartMarker)
+        return false;
+      LastSeenStartMarker = kInvalidStartMarker;
+      if (ParseCoverage) {
+        while (!ISS1.rdstate()) {
+          ISS1 >> std::hex >> N;
+          Files[CurrentFileIdx].Features.insert(N);
+        }
+      }
+    } else {
+      return false;
+    }
+  }
+  if (LastSeenStartMarker != kInvalidStartMarker)
+    LastFailure = Files[LastSeenStartMarker].Name;
+
+  FirstNotProcessedFile = ExpectedStartMarker;
+  return true;
+}
+
+// Decides which files need to be merged (add thost to NewFiles).
+// Returns the number of new features added.
+size_t Merger::Merge(std::vector<std::string> *NewFiles) {
+  NewFiles->clear();
+  assert(NumFilesInFirstCorpus <= Files.size());
+  std::set<size_t> AllFeatures;
+
+  // What features are in the initial corpus?
+  for (size_t i = 0; i < NumFilesInFirstCorpus; i++) {
+    auto &Cur = Files[i].Features;
+    AllFeatures.insert(Cur.begin(), Cur.end());
+  }
+  size_t InitialNumFeatures = AllFeatures.size();
+
+  // Remove all features that we already know from all other inputs.
+  for (size_t i = NumFilesInFirstCorpus; i < Files.size(); i++) {
+    auto &Cur = Files[i].Features;
+    std::set<size_t> Tmp;
+    std::set_difference(Cur.begin(), Cur.end(), AllFeatures.begin(),
+                        AllFeatures.end(), std::inserter(Tmp, Tmp.begin()));
+    Cur.swap(Tmp);
+  }
+
+  // Sort. Give preference to
+  //   * smaller files
+  //   * files with more features.
+  std::sort(Files.begin() + NumFilesInFirstCorpus, Files.end(),
+            [&](const MergeFileInfo &a, const MergeFileInfo &b) -> bool {
+              if (a.Size != b.Size)
+                return a.Size < b.Size;
+              return a.Features.size() > b.Features.size();
+            });
+
+  // One greedy pass: add the file's features to AllFeatures.
+  // If new features were added, add this file to NewFiles.
+  for (size_t i = NumFilesInFirstCorpus; i < Files.size(); i++) {
+    auto &Cur = Files[i].Features;
+    // Printf("%s -> sz %zd ft %zd\n", Files[i].Name.c_str(),
+    //       Files[i].Size, Cur.size());
+    size_t OldSize = AllFeatures.size();
+    AllFeatures.insert(Cur.begin(), Cur.end());
+    if (AllFeatures.size() > OldSize)
+      NewFiles->push_back(Files[i].Name);
+  }
+  return AllFeatures.size() - InitialNumFeatures;
+}
+
+// Inner process. May crash if the target crashes.
+void Fuzzer::CrashResistantMergeInternalStep(const std::string &CFPath) {
+  Printf("MERGE-INNER: using the control file '%s'\n", CFPath.c_str());
+  Merger M;
+  std::ifstream IF(CFPath);
+  M.ParseOrExit(IF, false);
+  IF.close();
+  if (!M.LastFailure.empty())
+    Printf("MERGE-INNER: '%s' caused a failure at the previous merge step\n",
+           M.LastFailure.c_str());
+
+  Printf("MERGE-INNER: %zd total files;"
+         " %zd processed earlier; will process %zd files now\n",
+         M.Files.size(), M.FirstNotProcessedFile,
+         M.Files.size() - M.FirstNotProcessedFile);
+
+  std::ofstream OF(CFPath, std::ofstream::out | std::ofstream::app);
+  for (size_t i = M.FirstNotProcessedFile; i < M.Files.size(); i++) {
+    auto U = FileToVector(M.Files[i].Name);
+    std::ostringstream StartedLine;
+    // Write the pre-run marker.
+    OF << "STARTED " << std::dec << i << " " << U.size() << "\n";
+    OF.flush();  // Flush is important since ExecuteCommand may crash.
+    // Run.
+    TPC.ResetMaps();
+    ExecuteCallback(U.data(), U.size());
+    // Collect coverage.
+    std::set<size_t> Features;
+    TPC.CollectFeatures([&](size_t Feature) -> bool {
+      Features.insert(Feature);
+      return true;
+    });
+    // Show stats.
+    TotalNumberOfRuns++;
+    if (!(TotalNumberOfRuns & (TotalNumberOfRuns - 1)))
+      PrintStats("pulse ");
+    // Write the post-run marker and the coverage.
+    OF << "DONE " << i;
+    for (size_t F : Features)
+      OF << " " << std::hex << F;
+    OF << "\n";
+  }
+}
+
+// Outer process. Does not call the target code and thus sohuld not fail.
+void Fuzzer::CrashResistantMerge(const std::vector<std::string> &Args,
+                                 const std::vector<std::string> &Corpora) {
+  if (Corpora.size() <= 1) {
+    Printf("Merge requires two or more corpus dirs\n");
+    return;
+  }
+  std::vector<std::string> AllFiles;
+  ListFilesInDirRecursive(Corpora[0], nullptr, &AllFiles, /*TopDir*/true);
+  size_t NumFilesInFirstCorpus = AllFiles.size();
+  for (size_t i = 1; i < Corpora.size(); i++)
+    ListFilesInDirRecursive(Corpora[i], nullptr, &AllFiles, /*TopDir*/true);
+  Printf("MERGE-OUTER: %zd files, %zd in the initial corpus\n",
+         AllFiles.size(), NumFilesInFirstCorpus);
+  std::string CFPath =
+      "libFuzzerTemp." + std::to_string(GetPid()) + ".txt";
+  // Write the control file.
+  DeleteFile(CFPath);
+  std::ofstream ControlFile(CFPath);
+  ControlFile << AllFiles.size() << "\n";
+  ControlFile << NumFilesInFirstCorpus << "\n";
+  for (auto &Path: AllFiles)
+    ControlFile << Path << "\n";
+  ControlFile.close();
+
+  // Execute the inner process untill it passes.
+  // Every inner process should execute at least one input.
+  std::string BaseCmd = CloneArgsWithoutX(Args, "keep-all-flags");
+  for (size_t i = 1; i <= AllFiles.size(); i++) {
+    Printf("MERGE-OUTER: attempt %zd\n", i);
+    auto ExitCode =
+        ExecuteCommand(BaseCmd + " -merge_control_file=" + CFPath);
+    if (!ExitCode) {
+      Printf("MERGE-OUTER: succesfull in %zd attempt(s)\n", i);
+      break;
+    }
+  }
+  // Read the control file and do the merge.
+  Merger M;
+  std::ifstream IF(CFPath);
+  M.ParseOrExit(IF, true);
+  IF.close();
+  std::vector<std::string> NewFiles;
+  size_t NumNewFeatures = M.Merge(&NewFiles);
+  Printf("MERGE-OUTER: %zd new files with %zd new features added\n",
+         NewFiles.size(), NumNewFeatures);
+  for (auto &F: NewFiles)
+    WriteToOutputCorpus(FileToVector(F));
+  // We are done, delete the control file.
+  DeleteFile(CFPath);
+}
+
+} // namespace fuzzer

Added: llvm/trunk/lib/Fuzzer/FuzzerMerge.h
URL: http://llvm.org/viewvc/llvm-project/llvm/trunk/lib/Fuzzer/FuzzerMerge.h?rev=289166&view=auto
==============================================================================
--- llvm/trunk/lib/Fuzzer/FuzzerMerge.h (added)
+++ llvm/trunk/lib/Fuzzer/FuzzerMerge.h Thu Dec  8 19:17:24 2016
@@ -0,0 +1,70 @@
+//===- FuzzerMerge.h - merging corpa ----------------------------*- C++ -* ===//
+//
+//                     The LLVM Compiler Infrastructure
+//
+// This file is distributed under the University of Illinois Open Source
+// License. See LICENSE.TXT for details.
+//
+//===----------------------------------------------------------------------===//
+// Merging Corpora.
+//
+// The task:
+//   Take the existing corpus (possibly empty) and merge new inputs into
+//   it so that only inputs with new coverage ('features') are added.
+//   The process should tolerate the crashes, OOMs, leaks, etc.
+//
+// Algorithm:
+//   The outter process collects the set of files and writes their names
+//   into a temporary "control" file, then repeatedly launches the inner
+//   process until all inputs are processed.
+//   The outer process does not actually execute the target code.
+//
+//   The inner process reads the control file and sees a) list of all the inputs
+//   and b) the last processed input. Then it starts processing the inputs one
+//   by one. Before processing every input it writes one line to control file:
+//   STARTED INPUT_ID INPUT_SIZE
+//   After processing an input it write another line:
+//   DONE INPUT_ID Feature1 Feature2 Feature3 ...
+//   If a crash happens while processing an input the last line in the control
+//   file will be "STARTED INPUT_ID" and so the next process will know
+//   where to resume.
+//
+//   Once all inputs are processed by the innner process(es) the outer process
+//   reads the control files and does the merge based entirely on the contents
+//   of control file.
+//   It uses a single pass greedy algorithm choosing first the smallest inputs
+//   within the same size the inputs that have more new features.
+//
+//===----------------------------------------------------------------------===//
+
+#ifndef LLVM_FUZZER_MERGE_H
+#define LLVM_FUZZER_MERGE_H
+
+#include "FuzzerDefs.h"
+
+#include <istream>
+#include <set>
+
+namespace fuzzer {
+
+struct MergeFileInfo {
+  std::string Name;
+  size_t Size = 0;
+  std::set<size_t> Features;
+};
+
+struct Merger {
+  std::vector<MergeFileInfo> Files;
+  size_t NumFilesInFirstCorpus = 0;
+  size_t FirstNotProcessedFile = 0;
+  std::string LastFailure;
+
+  bool Parse(std::istream &IS, bool ParseCoverage);
+  bool Parse(const std::string &Str, bool ParseCoverage);
+  void ParseOrExit(std::istream &IS, bool ParseCoverage);
+  size_t Merge(std::vector<std::string> *NewFiles);
+};
+
+}  // namespace fuzzer
+
+#endif  // LLVM_FUZZER_MERGE_H

Modified: llvm/trunk/lib/Fuzzer/FuzzerUtil.h
URL: http://llvm.org/viewvc/llvm-project/llvm/trunk/lib/Fuzzer/FuzzerUtil.h?rev=289166&r1=289165&r2=289166&view=diff
==============================================================================
--- llvm/trunk/lib/Fuzzer/FuzzerUtil.h (original)
+++ llvm/trunk/lib/Fuzzer/FuzzerUtil.h Thu Dec  8 19:17:24 2016
@@ -66,5 +66,13 @@ FILE *OpenProcessPipe(const char *Comman
 const void *SearchMemory(const void *haystack, size_t haystacklen,
                          const void *needle, size_t needlelen);
 
+std::string CloneArgsWithoutX(const std::vector<std::string> &Args,
+                              const char *X1, const char *X2);
+
+inline std::string CloneArgsWithoutX(const std::vector<std::string> &Args,
+                                     const char *X) {
+  return CloneArgsWithoutX(Args, X, X);
+}
+
 }  // namespace fuzzer
 #endif  // LLVM_FUZZER_UTIL_H

Modified: llvm/trunk/lib/Fuzzer/test/FuzzerUnittest.cpp
URL: http://llvm.org/viewvc/llvm-project/llvm/trunk/lib/Fuzzer/test/FuzzerUnittest.cpp?rev=289166&r1=289165&r2=289166&view=diff
==============================================================================
--- llvm/trunk/lib/Fuzzer/test/FuzzerUnittest.cpp (original)
+++ llvm/trunk/lib/Fuzzer/test/FuzzerUnittest.cpp Thu Dec  8 19:17:24 2016
@@ -8,6 +8,7 @@
 #include "FuzzerCorpus.h"
 #include "FuzzerInternal.h"
 #include "FuzzerDictionary.h"
+#include "FuzzerMerge.h"
 #include "FuzzerMutate.h"
 #include "FuzzerRandom.h"
 #include "gtest/gtest.h"
@@ -598,3 +599,137 @@ TEST(Corpus, Distribution) {
     EXPECT_GT(Hist[i], TriesPerUnit / N / 3);
   }
 }
+
+TEST(Merge, Bad) {
+  const char *kInvalidInputs[] = {
+    "",
+    "x",
+    "3\nx",
+    "2\n3",
+    "2\n2",
+    "2\n2\nA\n",
+    "2\n2\nA\nB\nC\n",
+    "0\n0\n",
+    "1\n1\nA\nDONE 0",
+    "1\n1\nA\nSTARTED 1",
+  };
+  Merger M;
+  for (auto S : kInvalidInputs) {
+    // fprintf(stderr, "TESTING:\n%s\n", S);
+    EXPECT_FALSE(M.Parse(S, false));
+  }
+}
+
+void EQ(const std::set<size_t> &A, const std::set<size_t> &B) {
+  EXPECT_EQ(A, B);
+}
+
+void EQ(const std::vector<std::string> &A, const std::vector<std::string> &B) {
+  std::set<std::string> a(A.begin(), A.end());
+  std::set<std::string> b(B.begin(), B.end());
+  EXPECT_EQ(a, b);
+}
+
+static void Merge(const std::string &Input,
+                  const std::vector<std::string> Result,
+                  size_t NumNewFeatures) {
+  Merger M;
+  std::vector<std::string> NewFiles;
+  EXPECT_TRUE(M.Parse(Input, true));
+  EXPECT_EQ(NumNewFeatures, M.Merge(&NewFiles));
+  EQ(NewFiles, Result);
+}
+
+TEST(Merge, Good) {
+  Merger M;
+
+  EXPECT_TRUE(M.Parse("1\n0\nAA\n", false));
+  EXPECT_EQ(M.Files.size(), 1U);
+  EXPECT_EQ(M.NumFilesInFirstCorpus, 0U);
+  EXPECT_EQ(M.Files[0].Name, "AA");
+  EXPECT_TRUE(M.LastFailure.empty());
+  EXPECT_EQ(M.FirstNotProcessedFile, 0U);
+
+  EXPECT_TRUE(M.Parse("2\n1\nAA\nBB\nSTARTED 0 42\n", false));
+  EXPECT_EQ(M.Files.size(), 2U);
+  EXPECT_EQ(M.NumFilesInFirstCorpus, 1U);
+  EXPECT_EQ(M.Files[0].Name, "AA");
+  EXPECT_EQ(M.Files[1].Name, "BB");
+  EXPECT_EQ(M.LastFailure, "AA");
+  EXPECT_EQ(M.FirstNotProcessedFile, 1U);
+
+  EXPECT_TRUE(M.Parse("3\n1\nAA\nBB\nC\n"
+                        "STARTED 0 1000\n"
+                        "DONE 0 1 2 3\n"
+                        "STARTED 1 1001\n"
+                        "DONE 1 4 5 6 \n"
+                        "STARTED 2 1002\n"
+                        "", true));
+  EXPECT_EQ(M.Files.size(), 3U);
+  EXPECT_EQ(M.NumFilesInFirstCorpus, 1U);
+  EXPECT_EQ(M.Files[0].Name, "AA");
+  EXPECT_EQ(M.Files[0].Size, 1000U);
+  EXPECT_EQ(M.Files[1].Name, "BB");
+  EXPECT_EQ(M.Files[1].Size, 1001U);
+  EXPECT_EQ(M.Files[2].Name, "C");
+  EXPECT_EQ(M.Files[2].Size, 1002U);
+  EXPECT_EQ(M.LastFailure, "C");
+  EXPECT_EQ(M.FirstNotProcessedFile, 3U);
+  EQ(M.Files[0].Features, {1, 2, 3});
+  EQ(M.Files[1].Features, {4, 5, 6});
+
+
+  std::vector<std::string> NewFiles;
+
+  EXPECT_TRUE(M.Parse("3\n2\nAA\nBB\nC\n"
+                        "STARTED 0 1000\nDONE 0 1 2 3\n"
+                        "STARTED 1 1001\nDONE 1 4 5 6 \n"
+                        "STARTED 2 1002\nDONE 2 6 1 3 \n"
+                        "", true));
+  EXPECT_EQ(M.Files.size(), 3U);
+  EXPECT_EQ(M.NumFilesInFirstCorpus, 2U);
+  EXPECT_TRUE(M.LastFailure.empty());
+  EXPECT_EQ(M.FirstNotProcessedFile, 3U);
+  EQ(M.Files[0].Features, {1, 2, 3});
+  EQ(M.Files[1].Features, {4, 5, 6});
+  EQ(M.Files[2].Features, {1, 3, 6});
+  EXPECT_EQ(0U, M.Merge(&NewFiles));
+  EQ(NewFiles, {});
+
+  EXPECT_TRUE(M.Parse("3\n1\nA\nB\nC\n"
+                        "STARTED 0 1000\nDONE 0 1 2 3\n"
+                        "STARTED 1 1001\nDONE 1 4 5 6 \n"
+                        "STARTED 2 1002\nDONE 2 6 1 3 \n"
+                        "", true));
+  EXPECT_EQ(3U, M.Merge(&NewFiles));
+  EQ(NewFiles, {"B"});
+}
+
+TEST(Merge, Merge) {
+
+  Merge("3\n1\nA\nB\nC\n"
+        "STARTED 0 1000\nDONE 0 1 2 3\n"
+        "STARTED 1 1001\nDONE 1 4 5 6 \n"
+        "STARTED 2 1002\nDONE 2 6 1 3 \n",
+        {"B"}, 3);
+
+  Merge("3\n0\nA\nB\nC\n"
+        "STARTED 0 2000\nDONE 0 1 2 3\n"
+        "STARTED 1 1001\nDONE 1 4 5 6 \n"
+        "STARTED 2 1002\nDONE 2 6 1 3 \n",
+        {"A", "B", "C"}, 6);
+
+  Merge("4\n0\nA\nB\nC\nD\n"
+        "STARTED 0 2000\nDONE 0 1 2 3\n"
+        "STARTED 1 1101\nDONE 1 4 5 6 \n"
+        "STARTED 2 1102\nDONE 2 6 1 3 100 \n"
+        "STARTED 3 1000\nDONE 3 1  \n",
+        {"A", "B", "C", "D"}, 7);
+
+  Merge("4\n1\nA\nB\nC\nD\n"
+        "STARTED 0 2000\nDONE 0 4 5 6 7 8\n"
+        "STARTED 1 1100\nDONE 1 1 2 3 \n"
+        "STARTED 2 1100\nDONE 2 2 3 \n"
+        "STARTED 3 1000\nDONE 3 1  \n",
+        {"B", "D"}, 3);
+}




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