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1 //===--- Random.h - Utilities for random sampling -------------------------===//
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 //
10 // Utilities for random sampling.
11 //
12 //===----------------------------------------------------------------------===//
13 
14 #ifndef LLVM_FUZZMUTATE_RANDOM_H
15 #define LLVM_FUZZMUTATE_RANDOM_H
16 
17 #include <random>
18 #include "llvm/Support/raw_ostream.h"
19 namespace llvm {
20 
21 /// Return a uniformly distributed random value between \c Min and \c Max
uniform(GenT & Gen,T Min,T Max)22 template <typename T, typename GenT> T uniform(GenT &Gen, T Min, T Max) {
23   return std::uniform_int_distribution<T>(Min, Max)(Gen);
24 }
25 
26 /// Return a uniformly distributed random value of type \c T
uniform(GenT & Gen)27 template <typename T, typename GenT> T uniform(GenT &Gen) {
28   return uniform<T>(Gen, std::numeric_limits<T>::min(),
29                     std::numeric_limits<T>::max());
30 }
31 
32 /// Randomly selects an item by sampling into a set with an unknown number of
33 /// elements, which may each be weighted to be more likely choices.
34 template <typename T, typename GenT> class ReservoirSampler {
35   GenT &RandGen;
36   typename std::remove_const<T>::type Selection = {};
37   uint64_t TotalWeight = 0;
38 
39 public:
ReservoirSampler(GenT & RandGen)40   ReservoirSampler(GenT &RandGen) : RandGen(RandGen) {}
41 
totalWeight()42   uint64_t totalWeight() const { return TotalWeight; }
isEmpty()43   bool isEmpty() const { return TotalWeight == 0; }
44 
getSelection()45   const T &getSelection() const {
46     assert(!isEmpty() && "Nothing selected");
47     return Selection;
48   }
49 
50   explicit operator bool() const { return !isEmpty();}
51   const T &operator*() const { return getSelection(); }
52 
53   /// Sample each item in \c Items with unit weight
sample(RangeT && Items)54   template <typename RangeT> ReservoirSampler &sample(RangeT &&Items) {
55     for (auto &I : Items)
56       sample(I, 1);
57     return *this;
58   }
59 
60   /// Sample a single item with the given weight.
sample(const T & Item,uint64_t Weight)61   ReservoirSampler &sample(const T &Item, uint64_t Weight) {
62     if (!Weight)
63       // If the weight is zero, do nothing.
64       return *this;
65     TotalWeight += Weight;
66     // Consider switching from the current element to this one.
67     if (uniform<uint64_t>(RandGen, 1, TotalWeight) <= Weight)
68       Selection = Item;
69     return *this;
70   }
71 };
72 
73 template <typename GenT, typename RangeT,
74           typename ElT = typename std::remove_reference<
75               decltype(*std::begin(std::declval<RangeT>()))>::type>
makeSampler(GenT & RandGen,RangeT && Items)76 ReservoirSampler<ElT, GenT> makeSampler(GenT &RandGen, RangeT &&Items) {
77   ReservoirSampler<ElT, GenT> RS(RandGen);
78   RS.sample(Items);
79   return RS;
80 }
81 
82 template <typename GenT, typename T>
makeSampler(GenT & RandGen,const T & Item,uint64_t Weight)83 ReservoirSampler<T, GenT> makeSampler(GenT &RandGen, const T &Item,
84                                       uint64_t Weight) {
85   ReservoirSampler<T, GenT> RS(RandGen);
86   RS.sample(Item, Weight);
87   return RS;
88 }
89 
90 template <typename T, typename GenT>
makeSampler(GenT & RandGen)91 ReservoirSampler<T, GenT> makeSampler(GenT &RandGen) {
92   return ReservoirSampler<T, GenT>(RandGen);
93 }
94 
95 } // End llvm namespace
96 
97 #endif // LLVM_FUZZMUTATE_RANDOM_H
98