| 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): Markus Gaug   06/2005 <mailto:markus@ifae.es> | 
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| 19 | ! | 
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| 20 | !   Copyright: MAGIC Software Development, 2000-2005 | 
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| 21 | ! | 
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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 | // MCalibrationIntensityConstCam | 
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| 27 | // | 
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| 28 | // Storage container for intensity charge calibration results. | 
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| 29 | // | 
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| 30 | // Individual MCalibrationConstCam's can be retrieved with: | 
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| 31 | // - GetCam() yielding the current cam. | 
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| 32 | // - GetCam("name") yielding the current camera with name "name". | 
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| 33 | // - GetCam(i) yielding the i-th camera. | 
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| 34 | // | 
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| 35 | // See also: MCalibrationIntensityCam, MCalibConstCam, | 
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| 36 | //           MCalibrationChargePix, MCalibrationChargeCalc, MCalibrationQECam | 
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| 37 | //           MHCalibrationPix, MHCalibrationCam | 
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| 38 | // | 
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| 39 | ///////////////////////////////////////////////////////////////////////////// | 
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| 40 | #include "MCalibrationIntensityConstCam.h" | 
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| 41 | #include "MCalibConstCam.h" | 
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| 42 | #include "MCalibConstPix.h" | 
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| 43 |  | 
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| 44 | #include "MGeomCam.h" | 
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| 45 | #include "MGeomPix.h" | 
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| 46 |  | 
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| 47 | #include "MBadPixelsCam.h" | 
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| 48 | #include "MBadPixelsPix.h" | 
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| 49 |  | 
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| 50 | #include "MLogManip.h" | 
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| 51 | #include "MHCamera.h" | 
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| 52 |  | 
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| 53 | #include <TH1D.h> | 
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| 54 | #include <TF1.h> | 
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| 55 | #include <TOrdCollection.h> | 
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| 56 | #include <TGraphErrors.h> | 
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| 57 |  | 
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| 58 | ClassImp(MCalibrationIntensityConstCam); | 
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| 59 |  | 
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| 60 | using namespace std; | 
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| 61 | // -------------------------------------------------------------------------- | 
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| 62 | // | 
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| 63 | // Default constructor. | 
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| 64 | // | 
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| 65 | MCalibrationIntensityConstCam::MCalibrationIntensityConstCam(const char *name, const char *title) | 
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| 66 | { | 
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| 67 |  | 
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| 68 | fName  = name  ? name  : "MCalibrationIntensityConstCam"; | 
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| 69 | fTitle = title ? title : "Results of the Intensity Calibration"; | 
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| 70 |  | 
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| 71 | fCams = new TOrdCollection; | 
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| 72 | fCams->SetOwner(); | 
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| 73 |  | 
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| 74 | InitSize(1); | 
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| 75 | } | 
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| 76 |  | 
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| 77 | // -------------------------------------------------------------------------- | 
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| 78 | // | 
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| 79 | // Deletes the histograms if they exist | 
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| 80 | // | 
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| 81 | MCalibrationIntensityConstCam::~MCalibrationIntensityConstCam() | 
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| 82 | { | 
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| 83 | if (fCams) | 
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| 84 | delete fCams; | 
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| 85 | } | 
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| 86 |  | 
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| 87 | // ------------------------------------------------------------------- | 
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| 88 | // | 
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| 89 | // Add MCalibrationConstCam's in the ranges from - to. | 
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| 90 | // | 
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| 91 | void MCalibrationIntensityConstCam::Add(const UInt_t from, const UInt_t to) | 
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| 92 | { | 
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| 93 | for (UInt_t i=from; i<to; i++) | 
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| 94 | fCams->AddAt(new MCalibConstCam,i); | 
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| 95 | } | 
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| 96 |  | 
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| 97 | // -------------------------------------------------------------------------- | 
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| 98 | // | 
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| 99 | // Add a new MCalibConstCam to fCams, give it the name "name" and initialize | 
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| 100 | // it with geom. | 
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| 101 | // | 
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| 102 | void MCalibrationIntensityConstCam::AddToList( const char* name, const MGeomCam &geom) | 
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| 103 | { | 
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| 104 | InitSize(GetSize()+1); | 
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| 105 | GetCam()->SetName(name); | 
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| 106 | GetCam()->Init(geom); | 
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| 107 | } | 
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| 108 |  | 
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| 109 | // ----------------------------------------------------- | 
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| 110 | // | 
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| 111 | // Calls Clear() for all entries fCams | 
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| 112 | // | 
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| 113 | void MCalibrationIntensityConstCam::Clear(Option_t *o) | 
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| 114 | { | 
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| 115 | fCams->R__FOR_EACH(MCalibConstCam, Clear)(); | 
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| 116 | } | 
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| 117 |  | 
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| 118 | // ----------------------------------------------------- | 
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| 119 | // | 
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| 120 | // Calls Print(o) for all entries fCams | 
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| 121 | // | 
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| 122 | void MCalibrationIntensityConstCam::Print(Option_t *o) const | 
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| 123 | { | 
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| 124 | fCams->R__FOR_EACH(MCalibConstCam, Print)(o); | 
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| 125 | } | 
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| 126 |  | 
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| 127 |  | 
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| 128 | // ------------------------------------------------------------------- | 
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| 129 | // | 
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| 130 | // Initialize the objects inside the TOrdCollection using the | 
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| 131 | // virtual function Add(). | 
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| 132 | // | 
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| 133 | // InitSize can only increase the size, but not shrink. | 
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| 134 | // | 
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| 135 | // It can be called more than one time. New Containers are | 
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| 136 | // added only from the current size to the argument i. | 
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| 137 | // | 
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| 138 | void MCalibrationIntensityConstCam::InitSize(const UInt_t i) | 
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| 139 | { | 
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| 140 |  | 
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| 141 | const UInt_t save = GetSize(); | 
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| 142 |  | 
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| 143 | if (i==save) | 
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| 144 | return; | 
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| 145 |  | 
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| 146 | if (i>save) | 
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| 147 | Add(save,i); | 
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| 148 | } | 
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| 149 |  | 
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| 150 | // ------------------------------------------------------------------- | 
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| 151 | // | 
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| 152 | // If size is still 0, Intialize a first Cam. | 
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| 153 | // Calls Init(geom) for all fCams | 
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| 154 | // | 
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| 155 | void MCalibrationIntensityConstCam::Init(const MGeomCam &geom) | 
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| 156 | { | 
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| 157 | if (GetSize() == 0) | 
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| 158 | InitSize(1); | 
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| 159 |  | 
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| 160 | fCams->R__FOR_EACH(MCalibConstCam,Init)(geom); | 
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| 161 | } | 
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| 162 |  | 
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| 163 |  | 
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| 164 |  | 
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| 165 | // -------------------------------------------------------------------------- | 
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| 166 | // | 
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| 167 | // Returns the current size of the TOrdCollection fCams | 
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| 168 | // independently if the MCalibrationCam is filled with values or not. | 
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| 169 | // | 
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| 170 | const Int_t MCalibrationIntensityConstCam::GetSize() const | 
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| 171 | { | 
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| 172 | return fCams->GetSize(); | 
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| 173 | } | 
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| 174 |  | 
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| 175 | // -------------------------------------------------------------------------- | 
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| 176 | // | 
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| 177 | // Get i-th pixel from current camera | 
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| 178 | // | 
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| 179 | MCalibConstPix &MCalibrationIntensityConstCam::operator[](UInt_t i) | 
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| 180 | { | 
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| 181 | return (*GetCam())[i]; | 
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| 182 | } | 
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| 183 |  | 
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| 184 | // -------------------------------------------------------------------------- | 
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| 185 | // | 
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| 186 | // Get i-th pixel from current camera | 
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| 187 | // | 
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| 188 | const MCalibConstPix &MCalibrationIntensityConstCam::operator[](UInt_t i) const | 
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| 189 | { | 
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| 190 | return (*GetCam())[i]; | 
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| 191 | } | 
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| 192 |  | 
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| 193 | // -------------------------------------------------------------------------- | 
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| 194 | // | 
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| 195 | // Get i-th camera | 
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| 196 | // | 
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| 197 | MCalibConstCam *MCalibrationIntensityConstCam::GetCam(Int_t i) | 
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| 198 | { | 
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| 199 | return static_cast<MCalibConstCam*>(i==-1 ? fCams->Last() : fCams->At(i)); | 
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| 200 | } | 
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| 201 |  | 
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| 202 | // -------------------------------------------------------------------------- | 
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| 203 | // | 
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| 204 | // Get i-th camera | 
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| 205 | // | 
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| 206 | const MCalibConstCam *MCalibrationIntensityConstCam::GetCam(Int_t i) const | 
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| 207 | { | 
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| 208 | return static_cast<MCalibConstCam*>(i==-1 ? fCams->Last() : fCams->At(i)); | 
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| 209 | } | 
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| 210 |  | 
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| 211 | Bool_t MCalibrationIntensityConstCam::GetPixelContent(Double_t &val, Int_t idx, const MGeomCam &cam, Int_t type) const | 
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| 212 | { | 
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| 213 | if ((*fBadPixels)[idx].IsUnsuitable()) | 
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| 214 | return kFALSE; | 
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| 215 |  | 
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| 216 | return GetCam()->GetPixelContent(val,idx,cam,type); | 
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| 217 | } | 
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| 218 |  | 
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| 219 | TGraphErrors *MCalibrationIntensityConstCam::GetConvFactorPerAreaVsTime( const Int_t aidx, const MGeomCam &geom) | 
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| 220 | { | 
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| 221 |  | 
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| 222 | const Int_t size = GetSize(); | 
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| 223 |  | 
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| 224 | if (size == 0) | 
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| 225 | return NULL; | 
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| 226 |  | 
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| 227 | TArrayF convarea(size); | 
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| 228 | TArrayF convareaerr(size); | 
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| 229 | TArrayF time(size); | 
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| 230 | TArrayF timeerr(size); | 
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| 231 |  | 
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| 232 | TH1D *h = 0; | 
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| 233 | MCalibConstCam *cam = 0; | 
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| 234 |  | 
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| 235 | for (Int_t i=0;i<GetSize();i++) | 
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| 236 | { | 
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| 237 | // | 
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| 238 | // Get the calibration cam from the intensity cam | 
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| 239 | // | 
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| 240 | cam = GetCam(i); | 
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| 241 |  | 
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| 242 | // | 
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| 243 | // Get the calibration pix from the calibration cam | 
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| 244 | // | 
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| 245 | Double_t variab   = 0.; | 
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| 246 | Double_t variab2  = 0.; | 
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| 247 | Double_t variance = 0.; | 
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| 248 | Int_t    num      = 0; | 
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| 249 | Float_t  pvar     = 0.; | 
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| 250 |  | 
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| 251 | MHCamera camconv(geom,"CamConv","Variable;;channels"); | 
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| 252 | // | 
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| 253 | // Get the area calibration pix from the calibration cam | 
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| 254 | // | 
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| 255 | for (Int_t j=0; j<cam->GetSize(); j++) | 
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| 256 | { | 
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| 257 | const MCalibConstPix &pix = (*cam)[j]; | 
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| 258 | // | 
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| 259 | // Use only pixels of a same area index | 
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| 260 | // | 
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| 261 | if (aidx != geom[j].GetAidx()) | 
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| 262 | continue; | 
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| 263 |  | 
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| 264 | pvar = pix.GetCalibConst(); | 
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| 265 |  | 
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| 266 | if (pvar < 0) | 
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| 267 | continue; | 
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| 268 |  | 
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| 269 | variab  += pvar; | 
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| 270 | variab2 += pvar*pvar; | 
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| 271 | num++; | 
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| 272 |  | 
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| 273 | camconv.Fill(j,pvar); | 
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| 274 | camconv.SetUsed(j); | 
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| 275 | } | 
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| 276 |  | 
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| 277 | if (num > 1) | 
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| 278 | { | 
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| 279 | variab  /= num; | 
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| 280 | variance = (variab2 - variab*variab*num) / (num-1); | 
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| 281 |  | 
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| 282 | convarea[i] = variab; | 
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| 283 | if (variance > 0.) | 
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| 284 | convareaerr[i] = TMath::Sqrt(variance); | 
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| 285 | else | 
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| 286 | convareaerr[i] = 999999999.; | 
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| 287 |  | 
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| 288 | // | 
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| 289 | // Make also a Gauss-fit to the distributions. The RMS can be determined by | 
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| 290 | // outlier, thus we look at the sigma and the RMS and take the smaller one, afterwards. | 
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| 291 | // | 
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| 292 | h = camconv.ProjectionS(TArrayI(),TArrayI(1,&aidx),"_py",500); | 
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| 293 | h->SetDirectory(NULL); | 
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| 294 | h->Fit("gaus","QL"); | 
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| 295 | TF1 *fit = h->GetFunction("gaus"); | 
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| 296 |  | 
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| 297 | Float_t ci2   = fit->GetChisquare(); | 
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| 298 | Float_t sigma = fit->GetParameter(2); | 
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| 299 |  | 
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| 300 | if (ci2 > 500. || sigma > convareaerr[i]) | 
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| 301 | { | 
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| 302 | h->Fit("gaus","QLM"); | 
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| 303 | fit = h->GetFunction("gaus"); | 
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| 304 |  | 
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| 305 | ci2   = fit->GetChisquare(); | 
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| 306 | sigma = fit->GetParameter(2); | 
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| 307 | } | 
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| 308 |  | 
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| 309 | const Float_t mean    = fit->GetParameter(1); | 
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| 310 | const Float_t meanerr = fit->GetParError(1); | 
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| 311 | const Float_t ndf     = fit->GetNDF(); | 
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| 312 |  | 
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| 313 | *fLog << inf << "Camera Nr: " << i << endl; | 
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| 314 | *fLog << inf << " area idx: " << aidx << " Results: " << endl; | 
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| 315 | *fLog << inf << "Mean: " << Form("%4.3f",mean) | 
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| 316 | << "+-" << Form("%4.3f",meanerr) | 
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| 317 | << "  Sigma: " << Form("%4.3f",sigma) << "+-" << Form("%4.3f",fit->GetParError(2)) | 
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| 318 | << "  Chisquare: " << Form("%4.3f",ci2) << "  NDF  : " << ndf << endl; | 
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| 319 | delete h; | 
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| 320 | gROOT->GetListOfFunctions()->Remove(fit); | 
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| 321 |  | 
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| 322 | if (meanerr < convareaerr[i] && ndf > 2 && ci2/ndf < 10.) | 
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| 323 | { | 
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| 324 | convarea   [i] = mean; | 
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| 325 | convareaerr[i] = meanerr; | 
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| 326 | } | 
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| 327 | else | 
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| 328 | { | 
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| 329 | convareaerr[i] /= TMath::Sqrt((Float_t)num); | 
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| 330 | } | 
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| 331 | } | 
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| 332 | else | 
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| 333 | { | 
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| 334 | convarea[i]    = -1.; | 
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| 335 | convareaerr[i] = 0.; | 
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| 336 | } | 
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| 337 |  | 
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| 338 | time[i] = i; | 
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| 339 | timeerr[i] = 0.; | 
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| 340 | } | 
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| 341 |  | 
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| 342 | TGraphErrors *gr = new TGraphErrors(size, | 
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| 343 | time.GetArray(),convarea.GetArray(), | 
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| 344 | timeerr.GetArray(),convareaerr.GetArray()); | 
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| 345 | gr->SetTitle(Form("Conversion Factors Area %3i Average",aidx)); | 
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| 346 | gr->GetXaxis()->SetTitle("Camera Nr."); | 
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| 347 | gr->GetYaxis()->SetTitle("<N_{phe}>/<Q> [FADC cnt^{-1}]"); | 
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| 348 | return gr; | 
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| 349 | } | 
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| 350 |  | 
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| 351 | TGraph *MCalibrationIntensityConstCam::GetConvFactorVsTime ( const Int_t pixid ) | 
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| 352 | { | 
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| 353 |  | 
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| 354 | const Int_t size = GetSize(); | 
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| 355 |  | 
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| 356 | if (size == 0) | 
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| 357 | return NULL; | 
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| 358 |  | 
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| 359 | TArrayF time(size); | 
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| 360 | TArrayF conv(size); | 
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| 361 |  | 
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| 362 | MCalibConstCam *cam = 0; | 
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| 363 |  | 
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| 364 | for (Int_t i=0;i<size;i++) | 
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| 365 | { | 
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| 366 | // | 
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| 367 | // Get the calibration cam from the intensity cam | 
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| 368 | // | 
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| 369 | cam = GetCam(i); | 
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| 370 |  | 
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| 371 | if (cam->GetSize()-1 < pixid) | 
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| 372 | { | 
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| 373 | *fLog << err << "Pixel " << pixid << " out of range " << endl; | 
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| 374 | return NULL; | 
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| 375 | } | 
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| 376 |  | 
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| 377 | // | 
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| 378 | // Get the calibration pix from the calibration cam | 
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| 379 | // | 
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| 380 | MCalibConstPix &pix = (*cam)[pixid]; | 
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| 381 | // | 
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| 382 | time[i]    = i; | 
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| 383 | conv[i]    = pix.GetCalibConst(); | 
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| 384 | // | 
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| 385 | } | 
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| 386 |  | 
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| 387 |  | 
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| 388 | TGraph *gr = new TGraph(size,time.GetArray(),conv.GetArray()); | 
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| 389 | gr->SetTitle(Form("%s%3i","Pixel ",pixid)); | 
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| 390 | gr->GetXaxis()->SetTitle("Camera Nr."); | 
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| 391 | gr->GetYaxis()->SetTitle("<N_{phe}>/<Q> [FADC cnts^{-1}]"); | 
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| 392 | return gr; | 
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| 393 |  | 
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| 394 |  | 
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| 395 | } | 
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| 396 |  | 
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| 397 | void MCalibrationIntensityConstCam::DrawConvFactorPerAreaVsTime( const Int_t aidx ) | 
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| 398 | { | 
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| 399 |  | 
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| 400 | TGraphErrors *gr = GetConvFactorPerAreaVsTime(aidx,MGeomCamMagic()); | 
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| 401 |  | 
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| 402 | if (gr) | 
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| 403 | { | 
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| 404 | gr->SetBit(kCanDelete); | 
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| 405 | gr->Draw("A*"); | 
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| 406 | } | 
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| 407 | } | 
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| 408 |  | 
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| 409 | void MCalibrationIntensityConstCam::DrawConvFactorVsTime( const Int_t idx ) | 
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| 410 | { | 
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| 411 | TGraph *gr = GetConvFactorVsTime(idx); | 
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| 412 | if (gr) | 
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| 413 | { | 
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| 414 | gr->SetBit(kCanDelete); | 
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| 415 | gr->Draw("A*"); | 
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| 416 | } | 
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| 417 | } | 
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| 418 |  | 
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