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 | private:
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129 | /** Returns the iterator to the bin representing the lower end into which the \a value fits.
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130 | *
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131 | * @param _value value to fit.
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132 | * @return iterator to bin or to bins.end() if not matching
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133 | */
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134 | Bins_t::iterator getLowerEndBin(const double _value);
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135 |
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136 | /** Returns the iterator to the bin representing the upper end into which the \a value fits.
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137 | *
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138 | * @param _value value to fit.
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139 | * @return iterator to bin or to bins.end() if not matching
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140 | */
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141 | Bins_t::iterator getHigherEndBin(const double _value);
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142 |
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143 | /** Returns the lower end regardless of whether such a bin exists.
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144 | *
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145 | * @param _value value to place into a bin
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146 | * @return start of would-be bin to contain this \a _value
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147 | */
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148 | BinLowerEnd getLowerEnd(const double _value) const;
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149 |
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150 | /** Helper function that contains all the logic of how to superpose two
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151 | * histograms.
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152 | *
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153 | * Is called by Histogram::operator+=() and Histogram::operator-=()
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154 | *
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155 | * @param other other histogram
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156 | * @param prefactor +1. is then addition, -1. is subtraction.
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157 | */
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158 | void superposeOtherHistogram(const Histogram &other, const double prefactor);
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159 |
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160 | /** Helper function to add missing bins in superposition operation.
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161 | *
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162 | * We add here enough bins, initialized to weight zero such that the bin
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163 | * of [LowerEnd, NextLowerEnd) fully fits. Does nothing if the bins are
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164 | * already present.
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165 | *
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166 | * @param LowerEnd lowerend of the other bin (to superpose)
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167 | * @param NextLowerEnd lower end of bin (to superpose) next adjacent to other
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168 | */
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169 | void extendMissingBins(const BinLowerEnd LowerEnd, const BinLowerEnd NextLowerEnd);
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170 |
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171 | /** Helper function to print BinLowerEnd and BinWeight to a string for every bin.
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172 | *
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173 | * @return string containing information on each consecutive bin
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174 | */
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175 | std::string printBins() const;
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176 |
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177 | //!> pair for min and max of given samples
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178 | typedef std::pair<samples_t::const_iterator, samples_t::const_iterator> MinMax_t;
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179 |
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180 | /** Helper function that returns minimum and maximum in given \a samples
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181 | *
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182 | * @param samples sampled values
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183 | * @return pair of min and max value
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184 | */
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185 | MinMax_t getMinMaxFromSamples(const samples_t &samples) const;
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186 |
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187 | private:
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188 | //!> vector of bins containing the histogram
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189 | Bins_t bins;
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190 | //!> width of bin
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191 | const double binwidth;
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192 | //!> offset for the start of the bins
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193 | const BinLowerEnd offset;
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194 | };
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195 |
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196 | /** Function to print an arbitrary pair to ostream.
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197 | *
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198 | * @param ost output stream
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199 | * @param elem element to print
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200 | * @return ref to given ostream for concatenation
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201 | */
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202 | std::ostream & operator<<(std::ostream &ost, const Histogram::Bin_t &elem);
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203 |
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204 | /** Function to print histogram to ostream.
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205 | *
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206 | * @param ost output stream
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207 | * @param histogram histogram to print
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208 | * @return ref to given ostream for concatenation
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209 | */
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210 | std::ostream & operator<<(std::ostream &ost, const Histogram &histogram);
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211 |
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212 | template<typename T> T ZeroInstance();
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213 | template<> Histogram ZeroInstance<Histogram>();
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214 |
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215 |
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216 | #endif /* HISTOGRAM_HPP_ */
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