| [c4fd03] | 1 | /* | 
|---|
|  | 2 | * Histogram.hpp | 
|---|
|  | 3 | * | 
|---|
|  | 4 | *  Created on: Jul 26, 2012 | 
|---|
|  | 5 | *      Author: heber | 
|---|
|  | 6 | */ | 
|---|
|  | 7 |  | 
|---|
|  | 8 | #ifndef HISTOGRAM_HPP_ | 
|---|
|  | 9 | #define HISTOGRAM_HPP_ | 
|---|
|  | 10 |  | 
|---|
|  | 11 |  | 
|---|
|  | 12 | // include config.h | 
|---|
|  | 13 | #ifdef HAVE_CONFIG_H | 
|---|
|  | 14 | #include <config.h> | 
|---|
|  | 15 | #endif | 
|---|
|  | 16 |  | 
|---|
| [3f6bbb] | 17 | #include <iosfwd> | 
|---|
| [c4fd03] | 18 | #include <map> | 
|---|
|  | 19 | #include <vector> | 
|---|
|  | 20 |  | 
|---|
|  | 21 | class HistogramTest; | 
|---|
|  | 22 |  | 
|---|
|  | 23 | /** This class generates a histogram from a given vector of sampled values. | 
|---|
|  | 24 | * | 
|---|
|  | 25 | * Most importantly, it also contains operator+=() and operator-=() to perform | 
|---|
|  | 26 | * sum on the \b histograms. | 
|---|
|  | 27 | * | 
|---|
|  | 28 | * This is to be used with the OrthogonalSummation which requires these specific | 
|---|
|  | 29 | * operator implementations. | 
|---|
|  | 30 | * | 
|---|
|  | 31 | */ | 
|---|
|  | 32 | class Histogram | 
|---|
|  | 33 | { | 
|---|
|  | 34 | //!> grant unit test access to private parts | 
|---|
|  | 35 | friend class HistogramTest; | 
|---|
| [cf18c5] | 36 | //!> grant output operator access | 
|---|
|  | 37 | friend std::ostream & operator<<(std::ostream &ost, const Histogram &histogram); | 
|---|
| [c4fd03] | 38 | public: | 
|---|
|  | 39 | //!> named type for a vector of sample values | 
|---|
|  | 40 | typedef std::vector<double> samples_t; | 
|---|
|  | 41 | //!> named type for the start of a bin | 
|---|
|  | 42 | typedef double BinLowerEnd; | 
|---|
|  | 43 | //!> named type for the count of a bin, may be fractional | 
|---|
|  | 44 | typedef double BinWeight; | 
|---|
|  | 45 | //!> named type for the pair identifying a bin by its lower end and count | 
|---|
|  | 46 | typedef std::pair< BinLowerEnd, BinWeight> Bin_t; | 
|---|
|  | 47 | private: | 
|---|
|  | 48 | //!> named type for a vector of bins | 
|---|
|  | 49 | typedef std::map< BinLowerEnd, BinWeight > Bins_t; | 
|---|
|  | 50 | public: | 
|---|
| [5c867e] | 51 | /** Constructor from a given set of sampled data. | 
|---|
| [dde8ec] | 52 | * | 
|---|
|  | 53 | * \param samples sampled data to construct histogram from | 
|---|
|  | 54 | */ | 
|---|
|  | 55 | Histogram(const samples_t &samples); | 
|---|
|  | 56 |  | 
|---|
|  | 57 | /** Default constructor. | 
|---|
|  | 58 | * | 
|---|
|  | 59 | */ | 
|---|
| [6bed1f] | 60 | Histogram() : | 
|---|
|  | 61 | binwidth(0.5), | 
|---|
|  | 62 | offset(0.) | 
|---|
|  | 63 | {} | 
|---|
|  | 64 |  | 
|---|
|  | 65 | /** Constructor for class Histogram. | 
|---|
|  | 66 | * | 
|---|
|  | 67 | * @param offset where the bins should start | 
|---|
|  | 68 | * @param binwidth width of the bins | 
|---|
|  | 69 | */ | 
|---|
|  | 70 | Histogram(const BinLowerEnd _offset, const double _binwidth) : | 
|---|
|  | 71 | binwidth(_binwidth), | 
|---|
|  | 72 | offset(_offset) | 
|---|
|  | 73 | {} | 
|---|
|  | 74 |  | 
|---|
| [c4fd03] | 75 | /** Constructor for class Histogram. | 
|---|
|  | 76 | * | 
|---|
|  | 77 | * @param samples samples to put in the histogram. | 
|---|
| [6bed1f] | 78 | * @param offset where the bins should start | 
|---|
|  | 79 | * @param binwidth width of the bins | 
|---|
| [c4fd03] | 80 | */ | 
|---|
| [6bed1f] | 81 | Histogram(const samples_t &samples, const BinLowerEnd _offset, const double _binwidth); | 
|---|
| [c4fd03] | 82 |  | 
|---|
|  | 83 | /** Adding another histogram onto this one. | 
|---|
| [45f4f96] | 84 | * | 
|---|
|  | 85 | * \note The operation is area-conserving, i.e. the new area is the sum of | 
|---|
|  | 86 | * both areas. | 
|---|
| [c4fd03] | 87 | * | 
|---|
|  | 88 | * @param other other histogram | 
|---|
|  | 89 | * @return ref to this instance | 
|---|
|  | 90 | */ | 
|---|
|  | 91 | Histogram& operator+=(const Histogram &other); | 
|---|
|  | 92 |  | 
|---|
| [e561ff] | 93 | /** Assignment operator. | 
|---|
|  | 94 | * | 
|---|
|  | 95 | * @param other other histogram to make ourselves equal to | 
|---|
|  | 96 | * @return ref to this instance | 
|---|
|  | 97 | */ | 
|---|
|  | 98 | Histogram& operator=(const Histogram &other); | 
|---|
|  | 99 |  | 
|---|
| [c4fd03] | 100 | /** Subtracting another histogram from this one. | 
|---|
| [45f4f96] | 101 | * | 
|---|
|  | 102 | * \note The operation is area-conserving, i.e. the new area is the | 
|---|
|  | 103 | * difference of both areas. | 
|---|
| [c4fd03] | 104 | * | 
|---|
|  | 105 | * @param other other histogram | 
|---|
|  | 106 | * @return ref to this instance | 
|---|
|  | 107 | */ | 
|---|
|  | 108 | Histogram& operator-=(const Histogram &other); | 
|---|
|  | 109 |  | 
|---|
|  | 110 | /** States whether each bin of this histogram has count of zero. | 
|---|
|  | 111 | * | 
|---|
|  | 112 | * @return true - all bins are zero, false - else | 
|---|
|  | 113 | */ | 
|---|
|  | 114 | bool isEmpty() const; | 
|---|
|  | 115 |  | 
|---|
| [45f4f96] | 116 | /** Sums all found weights times the Histogram::binwidth. | 
|---|
|  | 117 | * | 
|---|
|  | 118 | * @return sum over all weights times width. | 
|---|
|  | 119 | */ | 
|---|
|  | 120 | double area() const; | 
|---|
|  | 121 |  | 
|---|
| [9fd889] | 122 | /** Adds given vector of samples to the histogram. | 
|---|
|  | 123 | * | 
|---|
|  | 124 | * @param samples vector of samples to add | 
|---|
|  | 125 | */ | 
|---|
|  | 126 | void addSamples(const samples_t &samples); | 
|---|
|  | 127 |  | 
|---|
| [955051] | 128 | /** Equality operator. | 
|---|
|  | 129 | * | 
|---|
|  | 130 | * @param other other instance to check against | 
|---|
|  | 131 | * @return true - both are equal, false - some bins differ | 
|---|
|  | 132 | */ | 
|---|
|  | 133 | bool operator==(const Histogram& other) const; | 
|---|
|  | 134 |  | 
|---|
|  | 135 | bool operator!=(const Histogram& other) const | 
|---|
|  | 136 | { | 
|---|
|  | 137 | return (!(*this == other)); | 
|---|
|  | 138 | } | 
|---|
|  | 139 |  | 
|---|
| [c4fd03] | 140 | private: | 
|---|
| [1c365e] | 141 | /** Returns the iterator to the bin representing the lower end into which the \a value fits. | 
|---|
| [c4fd03] | 142 | * | 
|---|
|  | 143 | * @param _value value to fit. | 
|---|
|  | 144 | * @return iterator to bin or to bins.end() if not matching | 
|---|
|  | 145 | */ | 
|---|
| [1c365e] | 146 | Bins_t::iterator getLowerEndBin(const double _value); | 
|---|
|  | 147 |  | 
|---|
|  | 148 | /** Returns the iterator to the bin representing the upper end into which the \a value fits. | 
|---|
|  | 149 | * | 
|---|
|  | 150 | * @param _value value to fit. | 
|---|
|  | 151 | * @return iterator to bin or to bins.end() if not matching | 
|---|
|  | 152 | */ | 
|---|
|  | 153 | Bins_t::iterator getHigherEndBin(const double _value); | 
|---|
| [1dd419] | 154 |  | 
|---|
|  | 155 | /** Returns the lower end regardless of whether such a bin exists. | 
|---|
|  | 156 | * | 
|---|
|  | 157 | * @param _value value to place into a bin | 
|---|
|  | 158 | * @return start of would-be bin to contain this \a _value | 
|---|
|  | 159 | */ | 
|---|
|  | 160 | BinLowerEnd getLowerEnd(const double _value) const; | 
|---|
|  | 161 |  | 
|---|
| [22c4f57] | 162 | /** Helper function that contains all the logic of how to superpose two | 
|---|
|  | 163 | * histograms. | 
|---|
|  | 164 | * | 
|---|
|  | 165 | * Is called by Histogram::operator+=() and Histogram::operator-=() | 
|---|
|  | 166 | * | 
|---|
|  | 167 | * @param other other histogram | 
|---|
|  | 168 | * @param prefactor +1. is then addition, -1. is subtraction. | 
|---|
|  | 169 | */ | 
|---|
|  | 170 | void superposeOtherHistogram(const Histogram &other, const double prefactor); | 
|---|
| [c4fd03] | 171 |  | 
|---|
| [e4048f] | 172 | /** Helper function to add missing bins in superposition operation. | 
|---|
|  | 173 | * | 
|---|
|  | 174 | *  We add here enough bins, initialized to weight zero such that the bin | 
|---|
|  | 175 | *  of [LowerEnd, NextLowerEnd) fully fits. Does nothing if the bins are | 
|---|
|  | 176 | *  already present. | 
|---|
|  | 177 | * | 
|---|
|  | 178 | * @param LowerEnd lowerend of the other bin (to superpose) | 
|---|
|  | 179 | * @param NextLowerEnd lower end of bin (to superpose) next adjacent to other | 
|---|
|  | 180 | */ | 
|---|
|  | 181 | void extendMissingBins(const BinLowerEnd LowerEnd, const BinLowerEnd NextLowerEnd); | 
|---|
|  | 182 |  | 
|---|
| [e5dbd5] | 183 | /** Helper function to print BinLowerEnd and BinWeight to a string for every bin. | 
|---|
|  | 184 | * | 
|---|
|  | 185 | * @return string containing information on each consecutive bin | 
|---|
|  | 186 | */ | 
|---|
|  | 187 | std::string printBins() const; | 
|---|
|  | 188 |  | 
|---|
| [dde8ec] | 189 | //!> pair for min and max of given samples | 
|---|
|  | 190 | typedef std::pair<samples_t::const_iterator, samples_t::const_iterator> MinMax_t; | 
|---|
|  | 191 |  | 
|---|
|  | 192 | /** Helper function that returns minimum and maximum in given \a samples | 
|---|
|  | 193 | * | 
|---|
|  | 194 | * @param samples sampled values | 
|---|
|  | 195 | * @return pair of min and max value | 
|---|
|  | 196 | */ | 
|---|
|  | 197 | MinMax_t getMinMaxFromSamples(const samples_t &samples) const; | 
|---|
|  | 198 |  | 
|---|
| [c4fd03] | 199 | private: | 
|---|
|  | 200 | //!> vector of bins containing the histogram | 
|---|
|  | 201 | Bins_t bins; | 
|---|
|  | 202 | //!> width of bin | 
|---|
| [bb68c0] | 203 | const double binwidth; | 
|---|
| [6bed1f] | 204 | //!> offset for the start of the bins | 
|---|
|  | 205 | const BinLowerEnd offset; | 
|---|
| [c4fd03] | 206 | }; | 
|---|
|  | 207 |  | 
|---|
| [3f6bbb] | 208 | /** Function to print an arbitrary pair to ostream. | 
|---|
|  | 209 | * | 
|---|
|  | 210 | * @param ost output stream | 
|---|
|  | 211 | * @param elem element to print | 
|---|
|  | 212 | * @return ref to given ostream for concatenation | 
|---|
|  | 213 | */ | 
|---|
|  | 214 | std::ostream & operator<<(std::ostream &ost, const Histogram::Bin_t &elem); | 
|---|
|  | 215 |  | 
|---|
| [cf18c5] | 216 | /** Function to print histogram to ostream. | 
|---|
|  | 217 | * | 
|---|
|  | 218 | * @param ost output stream | 
|---|
|  | 219 | * @param histogram histogram to print | 
|---|
|  | 220 | * @return ref to given ostream for concatenation | 
|---|
|  | 221 | */ | 
|---|
|  | 222 | std::ostream & operator<<(std::ostream &ost, const Histogram &histogram); | 
|---|
|  | 223 |  | 
|---|
| [beb16e] | 224 | template<typename T> T ZeroInstance(); | 
|---|
|  | 225 | template<> Histogram ZeroInstance<Histogram>(); | 
|---|
|  | 226 |  | 
|---|
| [c4fd03] | 227 |  | 
|---|
|  | 228 | #endif /* HISTOGRAM_HPP_ */ | 
|---|