1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 // A simple histogram class, for use in particular to find "quantiles" and // averages between "quantiles". namespace RPiController { class Histogram { public: template<typename T> Histogram(T *histogram, int num) { assert(num); cumulative_.reserve(num + 1); cumulative_.push_back(0); for (int i = 0; i < num; i++) cumulative_.push_back(cumulative_.back() + histogram[i]); } uint32_t Bins() const { return cumulative_.size() - 1; } uint64_t Total() const { return cumulative_[cumulative_.size() - 1]; } // Cumulative frequency up to a (fractional) point in a bin. uint64_t CumulativeFreq(double bin) const; // Return the (fractional) bin of the point q (0 <= q <= 1) through the // histogram. Optionally provide limits to help. double Quantile(double q, int first = -1, int last = -1) const; // Return the average histogram bin value between the two quantiles. double InterQuantileMean(double q_lo, double q_hi) const; private: std::vector<uint64_t> cumulative_; }; } // namespace RPiController