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