Kostya Serebryany | 6f5a804 | 2016-09-21 01:50:50 +0000 | [diff] [blame] | 1 | //===- FuzzerCorpus.h - Internal header for the Fuzzer ----------*- C++ -* ===// |
| 2 | // |
| 3 | // The LLVM Compiler Infrastructure |
| 4 | // |
| 5 | // This file is distributed under the University of Illinois Open Source |
| 6 | // License. See LICENSE.TXT for details. |
| 7 | // |
| 8 | //===----------------------------------------------------------------------===// |
| 9 | // fuzzer::InputCorpus |
| 10 | //===----------------------------------------------------------------------===// |
| 11 | |
| 12 | #ifndef LLVM_FUZZER_CORPUS |
| 13 | #define LLVM_FUZZER_CORPUS |
| 14 | |
| 15 | #include "FuzzerDefs.h" |
Zachary Turner | 24a148b | 2016-11-30 19:06:14 +0000 | [diff] [blame] | 16 | #include "FuzzerIO.h" |
Kostya Serebryany | 20801e1 | 2016-09-21 21:41:48 +0000 | [diff] [blame] | 17 | #include "FuzzerRandom.h" |
Zachary Turner | 24a148b | 2016-11-30 19:06:14 +0000 | [diff] [blame] | 18 | #include "FuzzerSHA1.h" |
Kostya Serebryany | 2c55613 | 2016-09-30 01:19:56 +0000 | [diff] [blame] | 19 | #include "FuzzerTracePC.h" |
Reid Kleckner | e8ee89f | 2016-12-30 00:15:40 +0000 | [diff] [blame^] | 20 | #include <algorithm> |
Marcos Pividori | 178fe58 | 2016-12-13 17:46:11 +0000 | [diff] [blame] | 21 | #include <numeric> |
| 22 | #include <random> |
| 23 | #include <unordered_set> |
Kostya Serebryany | 6f5a804 | 2016-09-21 01:50:50 +0000 | [diff] [blame] | 24 | |
| 25 | namespace fuzzer { |
| 26 | |
| 27 | struct InputInfo { |
| 28 | Unit U; // The actual input data. |
Kostya Serebryany | 20801e1 | 2016-09-21 21:41:48 +0000 | [diff] [blame] | 29 | uint8_t Sha1[kSHA1NumBytes]; // Checksum. |
Kostya Serebryany | 2c55613 | 2016-09-30 01:19:56 +0000 | [diff] [blame] | 30 | // Number of features that this input has and no smaller input has. |
| 31 | size_t NumFeatures = 0; |
| 32 | size_t Tmp = 0; // Used by ValidateFeatureSet. |
Kostya Serebryany | 29bb664 | 2016-09-21 22:42:17 +0000 | [diff] [blame] | 33 | // Stats. |
Kostya Serebryany | 2c55613 | 2016-09-30 01:19:56 +0000 | [diff] [blame] | 34 | size_t NumExecutedMutations = 0; |
| 35 | size_t NumSuccessfullMutations = 0; |
Kostya Serebryany | c5325ed | 2016-10-08 23:24:45 +0000 | [diff] [blame] | 36 | bool MayDeleteFile = false; |
Kostya Serebryany | 6f5a804 | 2016-09-21 01:50:50 +0000 | [diff] [blame] | 37 | }; |
| 38 | |
| 39 | class InputCorpus { |
| 40 | public: |
Kostya Serebryany | 1c73f1b | 2016-10-05 22:56:21 +0000 | [diff] [blame] | 41 | static const size_t kFeatureSetSize = 1 << 16; |
Kostya Serebryany | c5325ed | 2016-10-08 23:24:45 +0000 | [diff] [blame] | 42 | InputCorpus(const std::string &OutputCorpus) : OutputCorpus(OutputCorpus) { |
Kostya Serebryany | 1c73f1b | 2016-10-05 22:56:21 +0000 | [diff] [blame] | 43 | memset(InputSizesPerFeature, 0, sizeof(InputSizesPerFeature)); |
| 44 | memset(SmallestElementPerFeature, 0, sizeof(SmallestElementPerFeature)); |
Kostya Serebryany | 6f5a804 | 2016-09-21 01:50:50 +0000 | [diff] [blame] | 45 | } |
Kostya Serebryany | cd04ec2 | 2016-10-08 21:57:48 +0000 | [diff] [blame] | 46 | ~InputCorpus() { |
| 47 | for (auto II : Inputs) |
| 48 | delete II; |
| 49 | } |
Kostya Serebryany | 20801e1 | 2016-09-21 21:41:48 +0000 | [diff] [blame] | 50 | size_t size() const { return Inputs.size(); } |
Kostya Serebryany | 2455f0d | 2016-10-05 00:25:17 +0000 | [diff] [blame] | 51 | size_t SizeInBytes() const { |
| 52 | size_t Res = 0; |
Kostya Serebryany | cd04ec2 | 2016-10-08 21:57:48 +0000 | [diff] [blame] | 53 | for (auto II : Inputs) |
| 54 | Res += II->U.size(); |
Kostya Serebryany | 2455f0d | 2016-10-05 00:25:17 +0000 | [diff] [blame] | 55 | return Res; |
| 56 | } |
| 57 | size_t NumActiveUnits() const { |
| 58 | size_t Res = 0; |
Kostya Serebryany | cd04ec2 | 2016-10-08 21:57:48 +0000 | [diff] [blame] | 59 | for (auto II : Inputs) |
| 60 | Res += !II->U.empty(); |
Kostya Serebryany | 2455f0d | 2016-10-05 00:25:17 +0000 | [diff] [blame] | 61 | return Res; |
| 62 | } |
Kostya Serebryany | 2a8440d | 2016-12-27 23:24:55 +0000 | [diff] [blame] | 63 | size_t MaxInputSize() const { |
| 64 | size_t Res = 0; |
| 65 | for (auto II : Inputs) |
| 66 | Res = std::max(Res, II->U.size()); |
| 67 | return Res; |
| 68 | } |
Kostya Serebryany | 20801e1 | 2016-09-21 21:41:48 +0000 | [diff] [blame] | 69 | bool empty() const { return Inputs.empty(); } |
Kostya Serebryany | cd04ec2 | 2016-10-08 21:57:48 +0000 | [diff] [blame] | 70 | const Unit &operator[] (size_t Idx) const { return Inputs[Idx]->U; } |
Kostya Serebryany | c5325ed | 2016-10-08 23:24:45 +0000 | [diff] [blame] | 71 | void AddToCorpus(const Unit &U, size_t NumFeatures, bool MayDeleteFile = false) { |
Kostya Serebryany | 2455f0d | 2016-10-05 00:25:17 +0000 | [diff] [blame] | 72 | assert(!U.empty()); |
Kostya Serebryany | 624f59f | 2016-09-22 01:34:58 +0000 | [diff] [blame] | 73 | uint8_t Hash[kSHA1NumBytes]; |
Kostya Serebryany | 1c73f1b | 2016-10-05 22:56:21 +0000 | [diff] [blame] | 74 | if (FeatureDebug) |
| 75 | Printf("ADD_TO_CORPUS %zd NF %zd\n", Inputs.size(), NumFeatures); |
Kostya Serebryany | 624f59f | 2016-09-22 01:34:58 +0000 | [diff] [blame] | 76 | ComputeSHA1(U.data(), U.size(), Hash); |
Kostya Serebryany | 1c73f1b | 2016-10-05 22:56:21 +0000 | [diff] [blame] | 77 | Hashes.insert(Sha1ToString(Hash)); |
Kostya Serebryany | cd04ec2 | 2016-10-08 21:57:48 +0000 | [diff] [blame] | 78 | Inputs.push_back(new InputInfo()); |
| 79 | InputInfo &II = *Inputs.back(); |
Kostya Serebryany | 6f5a804 | 2016-09-21 01:50:50 +0000 | [diff] [blame] | 80 | II.U = U; |
Kostya Serebryany | 1c73f1b | 2016-10-05 22:56:21 +0000 | [diff] [blame] | 81 | II.NumFeatures = NumFeatures; |
Kostya Serebryany | c5325ed | 2016-10-08 23:24:45 +0000 | [diff] [blame] | 82 | II.MayDeleteFile = MayDeleteFile; |
Kostya Serebryany | 624f59f | 2016-09-22 01:34:58 +0000 | [diff] [blame] | 83 | memcpy(II.Sha1, Hash, kSHA1NumBytes); |
Kostya Serebryany | 20801e1 | 2016-09-21 21:41:48 +0000 | [diff] [blame] | 84 | UpdateCorpusDistribution(); |
Kostya Serebryany | 1c73f1b | 2016-10-05 22:56:21 +0000 | [diff] [blame] | 85 | ValidateFeatureSet(); |
Kostya Serebryany | 6f5a804 | 2016-09-21 01:50:50 +0000 | [diff] [blame] | 86 | } |
| 87 | |
Kostya Serebryany | 6f5a804 | 2016-09-21 01:50:50 +0000 | [diff] [blame] | 88 | bool HasUnit(const Unit &U) { return Hashes.count(Hash(U)); } |
Kostya Serebryany | d216922 | 2016-10-01 01:04:29 +0000 | [diff] [blame] | 89 | bool HasUnit(const std::string &H) { return Hashes.count(H); } |
Kostya Serebryany | 29bb664 | 2016-09-21 22:42:17 +0000 | [diff] [blame] | 90 | InputInfo &ChooseUnitToMutate(Random &Rand) { |
Kostya Serebryany | cd04ec2 | 2016-10-08 21:57:48 +0000 | [diff] [blame] | 91 | InputInfo &II = *Inputs[ChooseUnitIdxToMutate(Rand)]; |
Kostya Serebryany | 2455f0d | 2016-10-05 00:25:17 +0000 | [diff] [blame] | 92 | assert(!II.U.empty()); |
| 93 | return II; |
Kostya Serebryany | 20801e1 | 2016-09-21 21:41:48 +0000 | [diff] [blame] | 94 | }; |
Kostya Serebryany | 6f5a804 | 2016-09-21 01:50:50 +0000 | [diff] [blame] | 95 | |
Kostya Serebryany | 20801e1 | 2016-09-21 21:41:48 +0000 | [diff] [blame] | 96 | // Returns an index of random unit from the corpus to mutate. |
| 97 | // Hypothesis: units added to the corpus last are more likely to be |
| 98 | // interesting. This function gives more weight to the more recent units. |
| 99 | size_t ChooseUnitIdxToMutate(Random &Rand) { |
Kostya Serebryany | 29bb664 | 2016-09-21 22:42:17 +0000 | [diff] [blame] | 100 | size_t Idx = static_cast<size_t>(CorpusDistribution(Rand.Get_mt19937())); |
Kostya Serebryany | 20801e1 | 2016-09-21 21:41:48 +0000 | [diff] [blame] | 101 | assert(Idx < Inputs.size()); |
| 102 | return Idx; |
| 103 | } |
| 104 | |
Kostya Serebryany | 29bb664 | 2016-09-21 22:42:17 +0000 | [diff] [blame] | 105 | void PrintStats() { |
| 106 | for (size_t i = 0; i < Inputs.size(); i++) { |
Kostya Serebryany | cd04ec2 | 2016-10-08 21:57:48 +0000 | [diff] [blame] | 107 | const auto &II = *Inputs[i]; |
Kostya Serebryany | 16a145f | 2016-09-23 01:58:51 +0000 | [diff] [blame] | 108 | Printf(" [%zd %s]\tsz: %zd\truns: %zd\tsucc: %zd\n", i, |
Kostya Serebryany | 29bb664 | 2016-09-21 22:42:17 +0000 | [diff] [blame] | 109 | Sha1ToString(II.Sha1).c_str(), II.U.size(), |
Kostya Serebryany | 16a145f | 2016-09-23 01:58:51 +0000 | [diff] [blame] | 110 | II.NumExecutedMutations, II.NumSuccessfullMutations); |
Kostya Serebryany | 29bb664 | 2016-09-21 22:42:17 +0000 | [diff] [blame] | 111 | } |
| 112 | } |
| 113 | |
Kostya Serebryany | 2c55613 | 2016-09-30 01:19:56 +0000 | [diff] [blame] | 114 | void PrintFeatureSet() { |
Kostya Serebryany | 2c55613 | 2016-09-30 01:19:56 +0000 | [diff] [blame] | 115 | for (size_t i = 0; i < kFeatureSetSize; i++) { |
Kostya Serebryany | 1c73f1b | 2016-10-05 22:56:21 +0000 | [diff] [blame] | 116 | if(size_t Sz = GetFeature(i)) |
| 117 | Printf("[%zd: id %zd sz%zd] ", i, SmallestElementPerFeature[i], Sz); |
Kostya Serebryany | 2c55613 | 2016-09-30 01:19:56 +0000 | [diff] [blame] | 118 | } |
| 119 | Printf("\n\t"); |
| 120 | for (size_t i = 0; i < Inputs.size(); i++) |
Kostya Serebryany | cd04ec2 | 2016-10-08 21:57:48 +0000 | [diff] [blame] | 121 | if (size_t N = Inputs[i]->NumFeatures) |
Kostya Serebryany | 2c55613 | 2016-09-30 01:19:56 +0000 | [diff] [blame] | 122 | Printf(" %zd=>%zd ", i, N); |
| 123 | Printf("\n"); |
| 124 | } |
| 125 | |
Kostya Serebryany | c5325ed | 2016-10-08 23:24:45 +0000 | [diff] [blame] | 126 | void DeleteInput(size_t Idx) { |
| 127 | InputInfo &II = *Inputs[Idx]; |
| 128 | if (!OutputCorpus.empty() && II.MayDeleteFile) |
Marcos Pividori | 7c1defd | 2016-12-13 17:46:40 +0000 | [diff] [blame] | 129 | RemoveFile(DirPlusFile(OutputCorpus, Sha1ToString(II.Sha1))); |
Kostya Serebryany | c5325ed | 2016-10-08 23:24:45 +0000 | [diff] [blame] | 130 | Unit().swap(II.U); |
| 131 | if (FeatureDebug) |
| 132 | Printf("EVICTED %zd\n", Idx); |
| 133 | } |
| 134 | |
Kostya Serebryany | 1c73f1b | 2016-10-05 22:56:21 +0000 | [diff] [blame] | 135 | bool AddFeature(size_t Idx, uint32_t NewSize, bool Shrink) { |
| 136 | assert(NewSize); |
| 137 | Idx = Idx % kFeatureSetSize; |
| 138 | uint32_t OldSize = GetFeature(Idx); |
| 139 | if (OldSize == 0 || (Shrink && OldSize > NewSize)) { |
| 140 | if (OldSize > 0) { |
Kostya Serebryany | c5325ed | 2016-10-08 23:24:45 +0000 | [diff] [blame] | 141 | size_t OldIdx = SmallestElementPerFeature[Idx]; |
| 142 | InputInfo &II = *Inputs[OldIdx]; |
Kostya Serebryany | 1c73f1b | 2016-10-05 22:56:21 +0000 | [diff] [blame] | 143 | assert(II.NumFeatures > 0); |
| 144 | II.NumFeatures--; |
Kostya Serebryany | c5325ed | 2016-10-08 23:24:45 +0000 | [diff] [blame] | 145 | if (II.NumFeatures == 0) |
| 146 | DeleteInput(OldIdx); |
Kostya Serebryany | 1c73f1b | 2016-10-05 22:56:21 +0000 | [diff] [blame] | 147 | } |
| 148 | if (FeatureDebug) |
| 149 | Printf("ADD FEATURE %zd sz %d\n", Idx, NewSize); |
| 150 | SmallestElementPerFeature[Idx] = Inputs.size(); |
| 151 | InputSizesPerFeature[Idx] = NewSize; |
| 152 | CountingFeatures = true; |
| 153 | return true; |
| 154 | } |
| 155 | return false; |
| 156 | } |
| 157 | |
| 158 | size_t NumFeatures() const { |
| 159 | size_t Res = 0; |
| 160 | for (size_t i = 0; i < kFeatureSetSize; i++) |
| 161 | Res += GetFeature(i) != 0; |
| 162 | return Res; |
| 163 | } |
| 164 | |
Kostya Serebryany | a5f94fb | 2016-10-14 20:20:33 +0000 | [diff] [blame] | 165 | void ResetFeatureSet() { |
| 166 | assert(Inputs.empty()); |
| 167 | memset(InputSizesPerFeature, 0, sizeof(InputSizesPerFeature)); |
| 168 | memset(SmallestElementPerFeature, 0, sizeof(SmallestElementPerFeature)); |
| 169 | } |
| 170 | |
Kostya Serebryany | 20801e1 | 2016-09-21 21:41:48 +0000 | [diff] [blame] | 171 | private: |
| 172 | |
Kostya Serebryany | 2c55613 | 2016-09-30 01:19:56 +0000 | [diff] [blame] | 173 | static const bool FeatureDebug = false; |
Kostya Serebryany | 1c73f1b | 2016-10-05 22:56:21 +0000 | [diff] [blame] | 174 | |
| 175 | size_t GetFeature(size_t Idx) const { return InputSizesPerFeature[Idx]; } |
Kostya Serebryany | 2c55613 | 2016-09-30 01:19:56 +0000 | [diff] [blame] | 176 | |
| 177 | void ValidateFeatureSet() { |
Kostya Serebryany | 1c73f1b | 2016-10-05 22:56:21 +0000 | [diff] [blame] | 178 | if (!CountingFeatures) return; |
| 179 | if (FeatureDebug) |
| 180 | PrintFeatureSet(); |
| 181 | for (size_t Idx = 0; Idx < kFeatureSetSize; Idx++) |
| 182 | if (GetFeature(Idx)) |
Kostya Serebryany | cd04ec2 | 2016-10-08 21:57:48 +0000 | [diff] [blame] | 183 | Inputs[SmallestElementPerFeature[Idx]]->Tmp++; |
| 184 | for (auto II: Inputs) { |
| 185 | if (II->Tmp != II->NumFeatures) |
| 186 | Printf("ZZZ %zd %zd\n", II->Tmp, II->NumFeatures); |
| 187 | assert(II->Tmp == II->NumFeatures); |
| 188 | II->Tmp = 0; |
Kostya Serebryany | 2c55613 | 2016-09-30 01:19:56 +0000 | [diff] [blame] | 189 | } |
| 190 | } |
| 191 | |
Kostya Serebryany | 20801e1 | 2016-09-21 21:41:48 +0000 | [diff] [blame] | 192 | // Updates the probability distribution for the units in the corpus. |
| 193 | // Must be called whenever the corpus or unit weights are changed. |
| 194 | void UpdateCorpusDistribution() { |
| 195 | size_t N = Inputs.size(); |
Kostya Serebryany | 5a52a11 | 2016-10-04 01:51:44 +0000 | [diff] [blame] | 196 | Intervals.resize(N + 1); |
| 197 | Weights.resize(N); |
Kostya Serebryany | 20801e1 | 2016-09-21 21:41:48 +0000 | [diff] [blame] | 198 | std::iota(Intervals.begin(), Intervals.end(), 0); |
Kostya Serebryany | 5a52a11 | 2016-10-04 01:51:44 +0000 | [diff] [blame] | 199 | if (CountingFeatures) |
| 200 | for (size_t i = 0; i < N; i++) |
Kostya Serebryany | cd04ec2 | 2016-10-08 21:57:48 +0000 | [diff] [blame] | 201 | Weights[i] = Inputs[i]->NumFeatures * (i + 1); |
Kostya Serebryany | 5a52a11 | 2016-10-04 01:51:44 +0000 | [diff] [blame] | 202 | else |
| 203 | std::iota(Weights.begin(), Weights.end(), 1); |
Kostya Serebryany | 20801e1 | 2016-09-21 21:41:48 +0000 | [diff] [blame] | 204 | CorpusDistribution = std::piecewise_constant_distribution<double>( |
| 205 | Intervals.begin(), Intervals.end(), Weights.begin()); |
| 206 | } |
| 207 | std::piecewise_constant_distribution<double> CorpusDistribution; |
| 208 | |
Kostya Serebryany | 5a52a11 | 2016-10-04 01:51:44 +0000 | [diff] [blame] | 209 | std::vector<double> Intervals; |
| 210 | std::vector<double> Weights; |
| 211 | |
Kostya Serebryany | 6f5a804 | 2016-09-21 01:50:50 +0000 | [diff] [blame] | 212 | std::unordered_set<std::string> Hashes; |
Kostya Serebryany | cd04ec2 | 2016-10-08 21:57:48 +0000 | [diff] [blame] | 213 | std::vector<InputInfo*> Inputs; |
Kostya Serebryany | 2c55613 | 2016-09-30 01:19:56 +0000 | [diff] [blame] | 214 | |
Kostya Serebryany | 5a52a11 | 2016-10-04 01:51:44 +0000 | [diff] [blame] | 215 | bool CountingFeatures = false; |
Kostya Serebryany | 1c73f1b | 2016-10-05 22:56:21 +0000 | [diff] [blame] | 216 | uint32_t InputSizesPerFeature[kFeatureSetSize]; |
| 217 | uint32_t SmallestElementPerFeature[kFeatureSetSize]; |
Kostya Serebryany | c5325ed | 2016-10-08 23:24:45 +0000 | [diff] [blame] | 218 | |
| 219 | std::string OutputCorpus; |
Kostya Serebryany | 6f5a804 | 2016-09-21 01:50:50 +0000 | [diff] [blame] | 220 | }; |
| 221 | |
| 222 | } // namespace fuzzer |
| 223 | |
| 224 | #endif // LLVM_FUZZER_CORPUS |