1 | /* ======================================================================== *\
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2 | !
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3 | ! *
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4 | ! * This file is part of MARS, the MAGIC Analysis and Reconstruction
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5 | ! * Software. It is distributed to you in the hope that it can be a useful
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6 | ! * and timesaving tool in analysing Data of imaging Cerenkov telescopes.
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7 | ! * It is distributed WITHOUT ANY WARRANTY.
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8 | ! *
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9 | ! * Permission to use, copy, modify and distribute this software and its
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10 | ! * documentation for any purpose is hereby granted without fee,
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11 | ! * provided that the above copyright notice appear in all copies and
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12 | ! * that both that copyright notice and this permission notice appear
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13 | ! * in supporting documentation. It is provided "as is" without express
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14 | ! * or implied warranty.
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15 | ! *
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16 | !
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17 | !
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18 | ! Author(s): Thomas Bretz 12/2000 <mailto:tbretz@atsro.uni-wuerzburh.de>
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19 | ! Author(s): Markus Gaug 02/2004 <mailto:markus@ifae.es>
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20 | !
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21 | ! Copyright: MAGIC Software Development, 2000-2004
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22 | !
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23 | !
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24 | \* ======================================================================== */
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25 |
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26 | /////////////////////////////////////////////////////////////////////////////
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27 | //
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28 | // MHPedestalCam
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29 | //
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30 | // Fills the extracted pedestals of MExtractedSignalCam into
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31 | // the MHCalibrationPix-classes MHPedestalPix for every:
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32 | //
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33 | // - Pixel, stored in the TObjArray's MHCalibrationCam::fHiGainArray
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34 | // or MHCalibrationCam::fHiGainArray, respectively
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35 | //
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36 | // - Average pixel per AREA index (e.g. inner and outer for the MAGIC camera),
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37 | // stored in the TObjArray's MHCalibrationCam::fAverageHiGainAreas and
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38 | // MHCalibrationCam::fAverageHiGainAreas
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39 | //
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40 | // - Average pixel per camera SECTOR (e.g. sectors 1-6 for the MAGIC camera),
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41 | // stored in the TObjArray's MHCalibrationCam::fAverageHiGainSectors
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42 | // and MHCalibrationCam::fAverageHiGainSectors
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43 | //
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44 | // Every pedestal is directly taken from MExtractedSignalCam, filled by the
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45 | // appropriate extractor.
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46 | //
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47 | // The pedestals are filled into a histogram and an array, in order to perform
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48 | // a Fourier analysis (see MHGausEvents). The signals are moreover averaged on an
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49 | // event-by-event basis and written into the corresponding average pixels.
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50 | //
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51 | // The histograms are fitted to a Gaussian, mean and sigma with its errors
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52 | // and the fit probability are extracted. If none of these values are NaN's and
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53 | // if the probability is bigger than MHGausEvents::fProbLimit (default: 0.5%),
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54 | // the fit is declared valid.
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55 | // Otherwise, the fit is repeated within ranges of the previous mean
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56 | // +- MHCalibrationPix::fPickupLimit (default: 5) sigma (see MHCalibrationPix::RepeatFit())
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57 | // In case this does not make the fit valid, the histogram means and RMS's are
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58 | // taken directly (see MHCalibrationPix::BypassFit()).
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59 | //
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60 | // Outliers of more than MHCalibrationPix::fPickupLimit (default: 5) sigmas
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61 | // from the mean are counted as Pickup events (stored in MHCalibrationPix::fPickup)
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62 | //
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63 | // The number of summed FADC slices is taken to re-normalize
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64 | // the result to a pedestal per pixel with the formulas (see MHPedestalPix::Renorm()):
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65 | // - Mean Pedestal / slice = Mean Pedestal / Number slices
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66 | // - Mean Pedestal Error / slice = Mean Pedestal Error / Number slices
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67 | // - Sigma Pedestal / slice = Sigma Pedestal / Sqrt (Number slices)
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68 | // - Sigma Pedestal Error / slice = Sigma Pedestal Error / Sqrt (Number slices)
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69 | //
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70 | // The class also fills arrays with the signal vs. event number, creates a fourier
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71 | // spectrum (see MHGausEvents::CreateFourierSpectrum()) and investigates if the
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72 | // projected fourier components follow an exponential distribution.
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73 | //
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74 | // This same procedure is performed for the average pixels.
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75 | //
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76 | // The following results are written into MPedestalCam:
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77 | //
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78 | // - MCalibrationPix::SetMean()
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79 | // - MCalibrationPix::SetMeanErr()
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80 | // - MCalibrationPix::SetSigma()
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81 | // - MCalibrationPix::SetSigmaErr()
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82 | // - MCalibrationPix::SetProb()
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83 | // - MCalibrationPix::SetNumPickup()
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84 | //
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85 | // For all averaged areas, the fitted sigma is multiplied with the square root of
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86 | // the number involved pixels in order to be able to compare it to the average of
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87 | // sigmas in the camera.
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88 | //
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89 | /////////////////////////////////////////////////////////////////////////////
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90 | #include "MHPedestalCam.h"
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91 | #include "MHPedestalPix.h"
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92 |
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93 | #include "MBadPixelsCam.h"
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94 | #include "MBadPixelsPix.h"
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95 |
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96 | #include "MLog.h"
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97 | #include "MLogManip.h"
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98 |
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99 | #include "MParList.h"
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100 |
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101 | #include "MExtractedSignalCam.h"
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102 | #include "MExtractedSignalPix.h"
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103 |
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104 | #include "MPedestalCam.h"
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105 | #include "MPedestalPix.h"
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106 | #include "MCalibrationPix.h"
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107 |
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108 | #include "MGeomCam.h"
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109 | #include "MGeomPix.h"
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110 |
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111 | #include "MCalibrationPedCam.h"
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112 |
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113 | #include "TH1.h"
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114 | #include "TH1F.h"
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115 |
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116 | #include <TOrdCollection.h>
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117 |
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118 | ClassImp(MHPedestalCam);
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119 |
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120 | using namespace std;
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121 |
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122 | const Int_t MHPedestalCam::fgNbins = 100;
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123 | const Axis_t MHPedestalCam::fgFirst = -50.;
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124 | const Axis_t MHPedestalCam::fgLast = 50.;
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125 | const TObjString MHPedestalCam::gsHistName = "Pedestal";
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126 | const TObjString MHPedestalCam::gsHistTitle = "Pedestal";
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127 | const TObjString MHPedestalCam::gsHistXTitle = "Charge [FADC slices]";
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128 | const TObjString MHPedestalCam::gsHistYTitle = "Nr. events";
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129 | // --------------------------------------------------------------------------
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130 | //
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131 | // Default constructor.
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132 | //
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133 | // Initializes:
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134 | // - fExtractHiGainSlices to 0.
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135 | // - the event frequency to 1200 Hz.
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136 | // - the fRenorm flag to kFALSE
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137 | //
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138 | // - fNbins to fgNbins
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139 | // - fFirst to fgFirst
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140 | // - fLast to fgLast
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141 | //
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142 | // - fHistName to gsHistName
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143 | // - fHistTitle to gsHistTitle
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144 | // - fHistXTitle to gsHistXTitle
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145 | // - fHistYTitle to gsHistYTitle
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146 | //
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147 | MHPedestalCam::MHPedestalCam(const char *name, const char *title)
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148 | : fNumEvents(0), fExtractHiGainSlices(0.)
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149 | {
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150 |
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151 | fName = name ? name : "MHPedestalCam";
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152 | fTitle = title ? title : "Class to fill the pedestal histograms";
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153 |
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154 | SetPulserFrequency(1200);
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155 | SetRenorm(kTRUE);
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156 | SetLoGain(kFALSE);
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157 |
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158 | SetNbins(fgNbins);
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159 | SetFirst(fgFirst);
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160 | SetLast (fgLast );
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161 |
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162 | SetHistName (gsHistName .GetName());
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163 | SetHistTitle (gsHistTitle .GetName());
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164 | SetHistXTitle(gsHistXTitle.GetName());
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165 | SetHistYTitle(gsHistYTitle.GetName());
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166 | }
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167 |
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168 | // --------------------------------------------------------------------------
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169 | //
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170 | // Calls MHCalibrationCam::ResetHists()
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171 | //
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172 | // Resets:
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173 | // - fSum
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174 | // - fSum2
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175 | // - fAreaSum
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176 | // - fAreaSum2
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177 | // - fAreaVal
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178 | // - fSectorSum
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179 | // - fSectorSum2
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180 | // - fSectorVal
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181 | //
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182 | void MHPedestalCam::ResetHists()
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183 | {
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184 |
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185 | MHCalibrationCam::ResetHists();
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186 |
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187 | fNumEvents = 0;
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188 |
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189 | // If the size is yet set, set the size
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190 | if (fSum.GetSize()>0)
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191 | {
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192 | // Reset contents of arrays.
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193 | fSum.Reset();
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194 | fSum2.Reset();
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195 |
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196 | fAreaSum. Reset();
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197 | fAreaSum2.Reset();
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198 | fAreaVal.Reset();
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199 |
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200 | fSectorSum. Reset();
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201 | fSectorSum2.Reset();
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202 | fSectorVal.Reset();
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203 | }
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204 | }
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205 |
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206 | // --------------------------------------------------------------------------
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207 | //
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208 | // Creates new MHCalibrationChargeCam only with the averaged areas:
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209 | // the rest has to be retrieved directly, e.g. via:
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210 | // MHPedestalCam *cam = MParList::FindObject("MHPedestalCam");
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211 | // - cam->GetAverageSector(5).DrawClone();
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212 | // - (*cam)[100].DrawClone()
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213 | //
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214 | TObject *MHPedestalCam::Clone(const char *) const
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215 | {
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216 |
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217 | MHPedestalCam *cam = new MHPedestalCam();
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218 |
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219 | //
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220 | // Copy the data members
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221 | //
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222 | cam->fRunNumbers = fRunNumbers;
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223 | cam->fPulserFrequency = fPulserFrequency;
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224 | cam->fFlags = fFlags;
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225 | cam->fNbins = fNbins;
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226 | cam->fFirst = fFirst;
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227 | cam->fLast = fLast;
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228 |
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229 | if (!IsAverageing())
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230 | return cam;
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231 |
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232 | const Int_t navhi = fAverageHiGainAreas->GetSize();
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233 |
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234 | for (int i=0; i<navhi; i++)
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235 | cam->fAverageHiGainAreas->AddAt(GetAverageHiGainArea(i).Clone(),i);
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236 |
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237 | return cam;
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238 | }
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239 |
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240 | // --------------------------------------------------------------------------
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241 | //
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242 | // Searches pointer to:
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243 | // - MPedestalCam
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244 | // - MExtractedSignalCam
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245 | //
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246 | // Searches or creates:
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247 | // - MCalibrationPedCam
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248 | //
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249 | // Retrieves from MExtractedSignalCam:
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250 | // - number of used High Gain FADC slices (MExtractedSignalCam::GetNumUsedHiGainFADCSlices())
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251 | //
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252 | // Initializes, if empty to MGeomCam::GetNumPixels():
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253 | // - MHCalibrationCam::fHiGainArray
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254 | //
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255 | // Initializes, if empty to MGeomCam::GetNumAreas() for:
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256 | // - MHCalibrationCam::fAverageHiGainAreas
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257 | //
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258 | // Initializes, if empty to MGeomCam::GetNumSectors() for:
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259 | // - MHCalibrationCam::fAverageHiGainSectors
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260 | //
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261 | // Calls MHCalibrationCam::InitPedHists() for every entry in:
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262 | // - MHCalibrationCam::fHiGainArray
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263 | // - MHCalibrationCam::fAverageHiGainAreas
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264 | // - MHCalibrationCam::fAverageHiGainSectors
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265 | //
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266 | // Sets Titles and Names for the Histograms
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267 | // - MHCalibrationCam::fAverageHiGainAreas
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268 | //
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269 | Bool_t MHPedestalCam::ReInitHists(MParList *pList)
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270 | {
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271 |
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272 | MExtractedSignalCam *signal = (MExtractedSignalCam*)pList->FindObject("MExtractedSignalCam");
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273 | if (!signal)
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274 | {
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275 | *fLog << err << "Cannot find MExtractedSignalCam... abort." << endl;
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276 | return kFALSE;
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277 | }
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278 |
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279 |
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280 | fPedestals = (MPedestalCam*)pList->FindObject("MPedestalCam");
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281 |
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282 | if (!fPedestals)
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283 | *fLog << warn << "Cannot find MPedestalCam ..." << endl;
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284 |
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285 | const Int_t npixels = fGeom->GetNumPixels();
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286 | const Int_t nsectors = fGeom->GetNumSectors();
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287 | const Int_t nareas = fGeom->GetNumAreas();
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288 |
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289 | fCam = (MCalibrationCam*)pList->FindObject("MCalibrationPedCam");
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290 | if (!fCam)
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291 | {
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292 | fCam = (MCalibrationCam*)pList->FindCreateObj(AddSerialNumber("MCalibrationPedCam"));
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293 | if (!fCam)
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294 | return kFALSE;
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295 |
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296 | fCam->Init(*fGeom);
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297 | }
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298 |
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299 | Float_t sliceshi = signal->GetNumUsedHiGainFADCSlices();
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300 |
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301 | if (sliceshi == 0.)
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302 | {
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303 | *fLog << err << "Number of used signal slices in MExtractedSignalCam is zero ... abort."
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304 | << endl;
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305 | return kFALSE;
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306 | }
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307 |
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308 | if (fExtractHiGainSlices != 0. && sliceshi != fExtractHiGainSlices )
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309 | {
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310 | *fLog << err << "Number of used High Gain signal slices changed in MExtractedSignalCam ... abort."
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311 | << endl;
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312 | return kFALSE;
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313 | }
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314 |
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315 | fExtractHiGainSlices = sliceshi;
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316 |
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317 | *fLog << endl;
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318 | *fLog << inf << GetDescriptor()
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319 | << ": Number of found High Gain signal slices: " << fExtractHiGainSlices << endl;
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320 |
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321 | InitHiGainArrays(npixels,nareas,nsectors);
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322 |
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323 | if (fSum.GetSize()==0)
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324 | {
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325 | fSum. Set(npixels);
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326 | fSum2. Set(npixels);
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327 | fAreaSum. Set(nareas);
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328 | fAreaSum2. Set(nareas);
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329 | fAreaVal. Set(nareas);
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330 | fSectorSum. Set(nsectors);
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331 | fSectorSum2.Set(nsectors);
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332 | fSectorVal.Set(nsectors);
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333 | }
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334 |
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335 | fNumEvents = 0;
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336 |
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337 | return kTRUE;
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338 | }
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339 |
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340 |
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341 | // -------------------------------------------------------------------------------
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342 | //
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343 | // Retrieves pointer to MExtractedSignalCam:
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344 | //
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345 | // Retrieves from MGeomCam:
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346 | // - number of pixels
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347 | // - number of pixel areas
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348 | // - number of sectors
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349 | //
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350 | // Fills HiGain histograms (MHGausEvents::FillHistAndArray()), respectively
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351 | // with the signals MExtractedSignalCam::GetExtractedSignalHiGain().
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352 | //
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353 | Bool_t MHPedestalCam::FillHists(const MParContainer *par, const Stat_t w)
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354 | {
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355 |
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356 | MExtractedSignalCam *signal = (MExtractedSignalCam*)par;
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357 | if (!signal)
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358 | {
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359 | *fLog << err << "No argument in MExtractedSignalCam::Fill... abort." << endl;
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360 | return kFALSE;
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361 | }
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362 |
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363 | const UInt_t npixels = fGeom->GetNumPixels();
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364 | const UInt_t nareas = fGeom->GetNumAreas();
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365 | const UInt_t nsectors = fGeom->GetNumSectors();
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366 |
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367 | MArrayF sumareahi(nareas);
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368 | MArrayF sumsectorhi(nsectors);
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369 | MArrayI numareahi(nareas);
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370 | MArrayI numsectorhi(nsectors);
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371 |
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372 | for (UInt_t i=0; i<npixels; i++)
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373 | {
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374 |
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375 | MHCalibrationPix &histhi = (*this)[i];
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376 |
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377 | if (histhi.IsExcluded())
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378 | continue;
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379 |
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380 | const MExtractedSignalPix &pix = (*signal)[i];
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381 |
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382 | const Float_t pedhi = pix.GetExtractedSignalHiGain();
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383 |
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384 | const Int_t aidx = (*fGeom)[i].GetAidx();
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385 | const Int_t sector = (*fGeom)[i].GetSector();
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386 |
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387 | histhi.FillHistAndArray(pedhi) ;
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388 |
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389 | fSum[i] += pedhi;
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390 | fAreaSum[aidx] += pedhi;
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391 | fSectorSum[sector] += pedhi;
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392 |
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393 | const Float_t sqrsum = pedhi*pedhi;
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394 | fSum2[i] += sqrsum;
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395 | fAreaSum2[aidx] += sqrsum;
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396 | fSectorSum2[sector] += sqrsum;
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397 |
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398 | sumareahi [aidx] += pedhi;
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399 | numareahi [aidx] ++;
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400 | sumsectorhi[sector] += pedhi;
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401 | numsectorhi[sector] ++;
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402 |
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403 | }
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404 |
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405 | for (UInt_t j=0; j<nareas; j++)
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406 | {
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407 | MHCalibrationPix &histhi = GetAverageHiGainArea(j);
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408 | histhi.FillHistAndArray(numareahi[j] == 0 ? 0. : sumareahi[j]/numareahi[j]);
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409 | }
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410 |
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411 | for (UInt_t j=0; j<nsectors; j++)
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412 | {
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413 | MHCalibrationPix &histhi = GetAverageHiGainSector(j);
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414 | histhi.FillHistAndArray(numsectorhi[j] == 0 ? 0. : sumsectorhi[j]/numsectorhi[j]);
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415 |
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416 | }
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417 |
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418 | fNumEvents++;
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419 |
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420 | return kTRUE;
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421 | }
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422 |
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423 | // --------------------------------------------------------------------------
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424 | //
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425 | // Calls:
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426 | // - MHCalibrationCam::FitHiGainArrays() with Bad Pixels flags 0
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427 | //
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428 | Bool_t MHPedestalCam::FinalizeHists()
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429 | {
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430 |
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431 | if (fNumEvents <= 1)
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432 | {
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433 | *fLog << err << GetDescriptor()
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434 | << ": Number of processed events smaller or equal to 1" << endl;
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435 | return kFALSE;
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436 | }
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437 |
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438 | FitHists();
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439 |
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440 | if (fRenorm)
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441 | RenormResults();
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442 |
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443 | return kTRUE;
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444 |
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445 | }
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446 |
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447 | void MHPedestalCam::FitHists()
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448 | {
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449 |
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450 | for (Int_t i=0; i<fHiGainArray->GetSize(); i++)
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451 | {
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452 |
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453 | MHCalibrationPix &hist = (*this)[i];
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454 | MCalibrationPix &pix = (*fCam)[i];
|
---|
455 |
|
---|
456 | if (hist.IsEmpty() || hist.IsOnlyOverflow() || hist.IsOnlyUnderflow())
|
---|
457 | continue;
|
---|
458 |
|
---|
459 | //
|
---|
460 | // 2) Fit the Hi Gain histograms with a Gaussian
|
---|
461 | //
|
---|
462 | hist.FitGaus();
|
---|
463 | //
|
---|
464 | // 3) Take histogram means and RMS
|
---|
465 | //
|
---|
466 | hist.BypassFit();
|
---|
467 | //
|
---|
468 | // 4) Check for oscillations
|
---|
469 | //
|
---|
470 | if (IsOscillations())
|
---|
471 | hist.CreateFourierSpectrum();
|
---|
472 | //
|
---|
473 | // 5) Retrieve the results and store them in this class
|
---|
474 | //
|
---|
475 | pix.SetHiGainMean ( hist.GetMean() );
|
---|
476 | pix.SetHiGainMeanVar ( hist.GetMeanErr() * hist.GetMeanErr() );
|
---|
477 | pix.SetHiGainRms ( hist.GetHistRms() );
|
---|
478 | pix.SetHiGainSigma ( hist.GetSigma() );
|
---|
479 | pix.SetHiGainSigmaVar ( hist.GetSigmaErr()* hist.GetSigmaErr() );
|
---|
480 | pix.SetHiGainProb ( hist.GetProb() );
|
---|
481 | pix.SetHiGainNumBlackout( hist.GetBlackout() );
|
---|
482 | pix.SetHiGainNumPickup ( hist.GetPickup() );
|
---|
483 | //
|
---|
484 | // 6) Store calculated means and variances in the low-gain slices
|
---|
485 | //
|
---|
486 | pix.SetLoGainMean ( fSum[i] / fNumEvents );
|
---|
487 | pix.SetLoGainSigma ( TMath::Sqrt( (fSum2[i] - fSum[i]*fSum[i]/fNumEvents) / (fNumEvents-1) ));
|
---|
488 | pix.SetLoGainMeanVar ( pix.GetLoGainSigma() * pix.GetLoGainSigma() / fNumEvents );
|
---|
489 | pix.SetLoGainSigmaVar( pix.GetLoGainMeanVar() / 4. );
|
---|
490 | }
|
---|
491 |
|
---|
492 | if (!IsAverageing())
|
---|
493 | return;
|
---|
494 |
|
---|
495 | for (Int_t j=0; j<fAverageHiGainAreas->GetSize(); j++)
|
---|
496 | {
|
---|
497 |
|
---|
498 | MHCalibrationPix &hist = GetAverageHiGainArea(j);
|
---|
499 | MCalibrationPix &pix = fCam->GetAverageArea(j);
|
---|
500 |
|
---|
501 | if (hist.IsEmpty() || hist.IsOnlyOverflow() || hist.IsOnlyUnderflow())
|
---|
502 | continue;
|
---|
503 |
|
---|
504 | //
|
---|
505 | // 2) Fit the Hi Gain histograms with a Gaussian
|
---|
506 | //
|
---|
507 | hist.FitGaus();
|
---|
508 | //
|
---|
509 | // 3) Take histogram means and RMS
|
---|
510 | //
|
---|
511 | hist.BypassFit();
|
---|
512 | //
|
---|
513 | // 4) Check for oscillations
|
---|
514 | //
|
---|
515 | if (IsOscillations())
|
---|
516 | hist.CreateFourierSpectrum();
|
---|
517 | //
|
---|
518 | // 5) Retrieve the results and store them in this class
|
---|
519 | //
|
---|
520 | pix.SetHiGainMean ( hist.GetMean() );
|
---|
521 | pix.SetHiGainMeanVar ( hist.GetMeanErr() * hist.GetMeanErr() );
|
---|
522 | pix.SetHiGainRms ( hist.GetHistRms() );
|
---|
523 | pix.SetHiGainSigma ( hist.GetSigma() );
|
---|
524 | pix.SetHiGainSigmaVar ( hist.GetSigmaErr()* hist.GetSigmaErr() );
|
---|
525 | pix.SetHiGainProb ( hist.GetProb() );
|
---|
526 | pix.SetHiGainNumBlackout( hist.GetBlackout() );
|
---|
527 | pix.SetHiGainNumPickup ( hist.GetPickup() );
|
---|
528 | //
|
---|
529 | // 6) Store calculated means and variances in the low-gain slices
|
---|
530 | //
|
---|
531 | const ULong_t aevts = fNumEvents * fAreaVal[j];
|
---|
532 | if (aevts <= 1)
|
---|
533 | continue;
|
---|
534 | pix.SetLoGainMean ( fAreaSum[j] / aevts );
|
---|
535 | pix.SetLoGainSigma( TMath::Sqrt( (fAreaSum2[j] - fAreaSum[j]*fAreaSum[j]/aevts) / (aevts-1) ));
|
---|
536 | }
|
---|
537 |
|
---|
538 | for (Int_t j=0; j<fAverageHiGainSectors->GetSize(); j++)
|
---|
539 | {
|
---|
540 | MHCalibrationPix &hist = GetAverageHiGainSector(j);
|
---|
541 | MCalibrationPix &pix = fCam->GetAverageSector(j);
|
---|
542 |
|
---|
543 | if (hist.IsEmpty() || hist.IsOnlyOverflow() || hist.IsOnlyUnderflow())
|
---|
544 | continue;
|
---|
545 |
|
---|
546 | //
|
---|
547 | // 2) Fit the Hi Gain histograms with a Gaussian
|
---|
548 | //
|
---|
549 | hist.FitGaus();
|
---|
550 | //
|
---|
551 | // 3) Take histogram means and RMS
|
---|
552 | //
|
---|
553 | hist.BypassFit();
|
---|
554 | //
|
---|
555 | // 4) Check for oscillations
|
---|
556 | //
|
---|
557 | if (IsOscillations())
|
---|
558 | hist.CreateFourierSpectrum();
|
---|
559 | //
|
---|
560 | // 5) Retrieve the results and store them in this class
|
---|
561 | //
|
---|
562 | pix.SetHiGainMean ( hist.GetMean() );
|
---|
563 | pix.SetHiGainMeanVar ( hist.GetMeanErr() * hist.GetMeanErr() );
|
---|
564 | pix.SetHiGainRms ( hist.GetHistRms() );
|
---|
565 | pix.SetHiGainSigma ( hist.GetSigma() );
|
---|
566 | pix.SetHiGainSigmaVar ( hist.GetSigmaErr()* hist.GetSigmaErr() );
|
---|
567 | pix.SetHiGainProb ( hist.GetProb() );
|
---|
568 | pix.SetHiGainNumBlackout( hist.GetBlackout() );
|
---|
569 | pix.SetHiGainNumPickup ( hist.GetPickup() );
|
---|
570 | //
|
---|
571 | // 6) Store calculated means and variances in the low-gain slices
|
---|
572 | //
|
---|
573 | const ULong_t sevts = fNumEvents * fSectorVal[j];
|
---|
574 | if (sevts <= 1)
|
---|
575 | continue;
|
---|
576 | pix.SetLoGainMean ( fAreaSum[j] / sevts );
|
---|
577 | pix.SetLoGainSigma( TMath::Sqrt( (fAreaSum2[j] - fAreaSum[j]*fAreaSum[j]/sevts) / (sevts-1) ));
|
---|
578 | }
|
---|
579 | }
|
---|
580 |
|
---|
581 | // --------------------------------------------------------------------------
|
---|
582 | //
|
---|
583 | // Renormalizes the pedestal fit results by the following formulae:
|
---|
584 | //
|
---|
585 | // - Mean Pedestal / slice -> Mean Pedestal / Number slices
|
---|
586 | // - Mean Pedestal Error / slice -> Mean Pedestal Error / Number slices
|
---|
587 | // - Sigma Pedestal / slice -> Sigma Pedestal / Sqrt (Number slices)
|
---|
588 | // - Sigma Pedestal Error / slice -> Sigma Pedestal Error / Sqrt (Number slices)
|
---|
589 | //
|
---|
590 | void MHPedestalCam::RenormResults()
|
---|
591 | {
|
---|
592 |
|
---|
593 | //
|
---|
594 | // One never knows...
|
---|
595 | //
|
---|
596 | if (fExtractHiGainSlices <= 0)
|
---|
597 | return;
|
---|
598 |
|
---|
599 | const Float_t sqslices = TMath::Sqrt(fExtractHiGainSlices);
|
---|
600 |
|
---|
601 | for (Int_t i=0; i<fHiGainArray->GetSize(); i++)
|
---|
602 | {
|
---|
603 |
|
---|
604 | MCalibrationPix &pix = (*fCam)[i];
|
---|
605 | pix.SetHiGainMean ( pix.GetHiGainMean() / fExtractHiGainSlices );
|
---|
606 | pix.SetLoGainMean ( pix.GetLoGainMean() / fExtractHiGainSlices );
|
---|
607 | //
|
---|
608 | // Mean error goes with PedestalRMS/Sqrt(entries) -> scale with sqrt(slices)
|
---|
609 | //
|
---|
610 | pix.SetHiGainMeanVar ( pix.GetHiGainMeanVar() / fExtractHiGainSlices );
|
---|
611 | pix.SetLoGainMeanVar ( pix.GetHiGainMeanVar() / fExtractHiGainSlices );
|
---|
612 | //
|
---|
613 | // Sigma goes like PedestalRMS -> scale with sqrt(slices)
|
---|
614 | //
|
---|
615 | pix.SetHiGainSigma ( pix.GetHiGainSigma() / sqslices );
|
---|
616 | pix.SetLoGainSigma ( pix.GetLoGainSigma() / sqslices );
|
---|
617 | //
|
---|
618 | // Sigma error goes like PedestalRMS/2.(entries) -> scale with sqrt(slices)
|
---|
619 | //
|
---|
620 | pix.SetHiGainSigmaVar ( pix.GetHiGainSigmaVar() / fExtractHiGainSlices );
|
---|
621 | pix.SetLoGainSigmaVar ( pix.GetLoGainSigmaVar() / fExtractLoGainSlices );
|
---|
622 | }
|
---|
623 |
|
---|
624 | if (!IsAverageing())
|
---|
625 | return;
|
---|
626 |
|
---|
627 | for (Int_t j=0; j<fAverageHiGainAreas->GetSize(); j++)
|
---|
628 | {
|
---|
629 |
|
---|
630 | MCalibrationPix &pix = fCam->GetAverageArea(j);
|
---|
631 | pix.SetHiGainMean ( pix.GetHiGainMean() / fExtractHiGainSlices );
|
---|
632 | pix.SetLoGainMean ( pix.GetLoGainMean() / fExtractHiGainSlices );
|
---|
633 | pix.SetHiGainMeanVar ( pix.GetHiGainMeanVar() / fExtractHiGainSlices );
|
---|
634 | pix.SetHiGainSigma ( pix.GetHiGainSigma() / sqslices );
|
---|
635 | pix.SetLoGainSigma ( pix.GetLoGainSigma() / sqslices );
|
---|
636 | pix.SetHiGainSigmaVar ( pix.GetHiGainSigmaVar() / fExtractHiGainSlices );
|
---|
637 | }
|
---|
638 |
|
---|
639 | for (Int_t j=0; j<fAverageHiGainSectors->GetSize(); j++)
|
---|
640 | {
|
---|
641 | MCalibrationPix &pix = fCam->GetAverageSector(j);
|
---|
642 | pix.SetHiGainMean ( pix.GetHiGainMean() / fExtractHiGainSlices );
|
---|
643 | pix.SetLoGainMean ( pix.GetLoGainMean() / fExtractHiGainSlices );
|
---|
644 | pix.SetHiGainMeanVar ( pix.GetHiGainMeanVar() / fExtractHiGainSlices );
|
---|
645 | pix.SetHiGainSigma ( pix.GetHiGainSigma() / sqslices );
|
---|
646 | pix.SetLoGainSigma ( pix.GetLoGainSigma() / sqslices );
|
---|
647 | pix.SetHiGainSigmaVar ( pix.GetHiGainSigmaVar() / fExtractHiGainSlices );
|
---|
648 | }
|
---|
649 |
|
---|
650 | }
|
---|
651 |
|
---|
652 |
|
---|
653 | // ------------------------------------------------------------------
|
---|
654 | //
|
---|
655 | // The types are as follows:
|
---|
656 | //
|
---|
657 | // Fitted values:
|
---|
658 | // ==============
|
---|
659 | //
|
---|
660 | // 0: Fitted Charge
|
---|
661 | // 1: Error of fitted Charge
|
---|
662 | // 2: Sigma of fitted Charge
|
---|
663 | // 3: Error of Sigma of fitted Charge
|
---|
664 | //
|
---|
665 | //
|
---|
666 | // Useful variables derived from the fit results:
|
---|
667 | // =============================================
|
---|
668 | //
|
---|
669 | // 4: Returned probability of Gauss fit to Charge distribution
|
---|
670 | // 5: Relative differenc of calculated pedestal (per slice) and fitted (per slice)
|
---|
671 | // 6: Error of the Relative differenc of calculated pedestal (per slice) and fitted (per slice)
|
---|
672 | // 7: Relative difference of the error of the mean pedestal (per slice) - calculated and fitted
|
---|
673 | // 8: Relative differenc of calculated pedestal RMS (per slice) and fitted sigma (per slice)
|
---|
674 | // 9: Error of Relative differenc of calculated pedestal RMS (per slice) and fitted sigma (per slice)
|
---|
675 | // 10: Relative difference of the error of the pedestal RMS (per slice) - calculated and fitted
|
---|
676 | //
|
---|
677 | // Localized defects:
|
---|
678 | // ==================
|
---|
679 | //
|
---|
680 | // 11: Gaus fit not OK
|
---|
681 | // 12: Fourier spectrum not OK
|
---|
682 | //
|
---|
683 | Bool_t MHPedestalCam::GetPixelContent(Double_t &val, Int_t idx, const MGeomCam &cam, Int_t type) const
|
---|
684 | {
|
---|
685 |
|
---|
686 | if (fHiGainArray->GetSize() <= idx)
|
---|
687 | return kFALSE;
|
---|
688 |
|
---|
689 | if ((*this)[idx].IsExcluded())
|
---|
690 | return kFALSE;
|
---|
691 |
|
---|
692 | const Float_t ped = (*fPedestals)[idx].GetPedestal();
|
---|
693 | const Float_t rms = (*fPedestals)[idx].GetPedestalRms();
|
---|
694 |
|
---|
695 | const Float_t entsqr = TMath::Sqrt((Float_t)fPedestals->GetTotalEntries());
|
---|
696 |
|
---|
697 | const Float_t pederr = rms/entsqr;
|
---|
698 | const Float_t rmserr = rms/entsqr/2.;
|
---|
699 |
|
---|
700 | const Float_t mean = (*this)[idx].GetMean();
|
---|
701 | const Float_t meanerr = (*this)[idx].GetMeanErr();
|
---|
702 | const Float_t sigma = (*this)[idx].GetSigma() ;
|
---|
703 | const Float_t sigmaerr = (*this)[idx].GetSigmaErr();
|
---|
704 |
|
---|
705 | switch (type)
|
---|
706 | {
|
---|
707 | case 0:
|
---|
708 | val = mean;
|
---|
709 | break;
|
---|
710 | case 1:
|
---|
711 | val = meanerr;
|
---|
712 | break;
|
---|
713 | case 2:
|
---|
714 | val = sigma;
|
---|
715 | break;
|
---|
716 | case 3:
|
---|
717 | val = sigmaerr;
|
---|
718 | break;
|
---|
719 | case 4:
|
---|
720 | val = (*this)[idx].GetProb();
|
---|
721 | break;
|
---|
722 | case 5:
|
---|
723 | val = 2.*(mean-ped)/(ped+mean);
|
---|
724 | break;
|
---|
725 | case 6:
|
---|
726 | val = TMath::Sqrt((pederr*pederr + meanerr*meanerr) * (ped*ped + mean*mean))
|
---|
727 | *2./(ped+mean)/(ped+mean);
|
---|
728 | break;
|
---|
729 | case 7:
|
---|
730 | val = 2.*(meanerr-pederr)/(pederr + meanerr);
|
---|
731 | break;
|
---|
732 | case 8:
|
---|
733 | val = 2.*(sigma-rms)/(sigma+rms);
|
---|
734 | break;
|
---|
735 | case 9:
|
---|
736 | val = TMath::Sqrt((rmserr*rmserr + sigmaerr*sigmaerr) * (rms*rms + sigma*sigma))
|
---|
737 | *2./(rms+sigma)/(rms+sigma);
|
---|
738 | break;
|
---|
739 | case 10:
|
---|
740 | val = 2.*(sigmaerr - rmserr)/(sigmaerr + rmserr);
|
---|
741 | break;
|
---|
742 | case 11:
|
---|
743 | if (!(*this)[idx].IsGausFitOK())
|
---|
744 | val = 1.;
|
---|
745 | break;
|
---|
746 | case 12:
|
---|
747 | if (!(*this)[idx].IsFourierSpectrumOK())
|
---|
748 | val = 1.;
|
---|
749 | break;
|
---|
750 | default:
|
---|
751 | return kFALSE;
|
---|
752 | }
|
---|
753 | return kTRUE;
|
---|
754 | }
|
---|
755 |
|
---|
756 | // --------------------------------------------------------------------------
|
---|
757 | //
|
---|
758 | // Calls MHGausEvents::DrawClone() for pixel idx
|
---|
759 | //
|
---|
760 | void MHPedestalCam::DrawPixelContent(Int_t idx) const
|
---|
761 | {
|
---|
762 | (*this)[idx].DrawClone();
|
---|
763 | }
|
---|