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