[608] | 1 |
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[814] | 2 | /** \class Calorimeter
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| 3 | *
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[894] | 4 | * Fills calorimeter towers, performs calorimeter resolution smearing,
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| 5 | * preselects towers hit by photons and creates energy flow objects.
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[814] | 6 | *
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| 7 | * $Date: 2013-06-25 14:24:34 +0000 (Tue, 25 Jun 2013) $
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| 8 | * $Revision: 1145 $
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| 9 | *
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| 10 | *
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| 11 | * \author P. Demin - UCL, Louvain-la-Neuve
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| 12 | *
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| 13 | */
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| 14 |
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[608] | 15 | #include "modules/Calorimeter.h"
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| 16 |
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[687] | 17 | #include "classes/DelphesClasses.h"
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| 18 | #include "classes/DelphesFactory.h"
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[766] | 19 | #include "classes/DelphesFormula.h"
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[608] | 20 |
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[703] | 21 | #include "ExRootAnalysis/ExRootResult.h"
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| 22 | #include "ExRootAnalysis/ExRootFilter.h"
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| 23 | #include "ExRootAnalysis/ExRootClassifier.h"
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| 24 |
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[608] | 25 | #include "TMath.h"
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| 26 | #include "TString.h"
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[629] | 27 | #include "TFormula.h"
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[703] | 28 | #include "TRandom3.h"
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| 29 | #include "TObjArray.h"
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| 30 | #include "TDatabasePDG.h"
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| 31 | #include "TLorentzVector.h"
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[608] | 32 |
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[935] | 33 | #include <algorithm>
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[703] | 34 | #include <stdexcept>
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[608] | 35 | #include <iostream>
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[703] | 36 | #include <sstream>
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[608] | 37 |
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| 38 | using namespace std;
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| 39 |
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| 40 | //------------------------------------------------------------------------------
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| 41 |
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| 42 | Calorimeter::Calorimeter() :
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[886] | 43 | fECalResolutionFormula(0), fHCalResolutionFormula(0),
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| 44 | fItParticleInputArray(0), fItTrackInputArray(0),
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[931] | 45 | fTowerTrackArray(0), fItTowerTrackArray(0),
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| 46 | fTowerPhotonArray(0), fItTowerPhotonArray(0)
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[608] | 47 | {
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[766] | 48 | fECalResolutionFormula = new DelphesFormula;
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| 49 | fHCalResolutionFormula = new DelphesFormula;
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[886] | 50 | fTowerTrackArray = new TObjArray;
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| 51 | fItTowerTrackArray = fTowerTrackArray->MakeIterator();
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[931] | 52 | fTowerPhotonArray = new TObjArray;
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| 53 | fItTowerPhotonArray = fTowerPhotonArray->MakeIterator();
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[608] | 54 | }
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| 55 |
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| 56 | //------------------------------------------------------------------------------
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| 57 |
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| 58 | Calorimeter::~Calorimeter()
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| 59 | {
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[766] | 60 | if(fECalResolutionFormula) delete fECalResolutionFormula;
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| 61 | if(fHCalResolutionFormula) delete fHCalResolutionFormula;
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[886] | 62 | if(fTowerTrackArray) delete fTowerTrackArray;
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| 63 | if(fItTowerTrackArray) delete fItTowerTrackArray;
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[931] | 64 | if(fTowerPhotonArray) delete fTowerPhotonArray;
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| 65 | if(fItTowerPhotonArray) delete fItTowerPhotonArray;
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[608] | 66 | }
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| 67 |
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| 68 | //------------------------------------------------------------------------------
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| 69 |
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| 70 | void Calorimeter::Init()
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| 71 | {
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[704] | 72 | ExRootConfParam param, paramEtaBins, paramPhiBins, paramFractions;
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| 73 | Long_t i, j, k, size, sizeEtaBins, sizePhiBins, sizeFractions;
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[608] | 74 | Double_t ecalFraction, hcalFraction;
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[622] | 75 | TBinMap::iterator itEtaBin;
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[659] | 76 | set< Double_t >::iterator itPhiBin;
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| 77 | vector< Double_t > *phiBins;
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[608] | 78 |
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[613] | 79 | // read eta and phi bins
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[646] | 80 | param = GetParam("EtaPhiBins");
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[608] | 81 | size = param.GetSize();
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[622] | 82 | fBinMap.clear();
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[663] | 83 | fEtaBins.clear();
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| 84 | fPhiBins.clear();
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[613] | 85 | for(i = 0; i < size/2; ++i)
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[608] | 86 | {
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[646] | 87 | paramEtaBins = param[i*2];
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| 88 | sizeEtaBins = paramEtaBins.GetSize();
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[613] | 89 | paramPhiBins = param[i*2 + 1];
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| 90 | sizePhiBins = paramPhiBins.GetSize();
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[646] | 91 |
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| 92 | for(j = 0; j < sizeEtaBins; ++j)
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[613] | 93 | {
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[646] | 94 | for(k = 0; k < sizePhiBins; ++k)
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| 95 | {
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[659] | 96 | fBinMap[paramEtaBins[j].GetDouble()].insert(paramPhiBins[k].GetDouble());
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[646] | 97 | }
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[613] | 98 | }
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[608] | 99 | }
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| 100 |
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[661] | 101 | // for better performance we transform map of sets to parallel vectors:
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[659] | 102 | // vector< double > and vector< vector< double >* >
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[622] | 103 | for(itEtaBin = fBinMap.begin(); itEtaBin != fBinMap.end(); ++itEtaBin)
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[813] | 104 | {
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[659] | 105 | fEtaBins.push_back(itEtaBin->first);
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| 106 | phiBins = new vector< double >(itEtaBin->second.size());
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| 107 | fPhiBins.push_back(phiBins);
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[666] | 108 | phiBins->clear();
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[659] | 109 | for(itPhiBin = itEtaBin->second.begin(); itPhiBin != itEtaBin->second.end(); ++itPhiBin)
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[622] | 110 | {
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[659] | 111 | phiBins->push_back(*itPhiBin);
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[622] | 112 | }
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| 113 | }
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[935] | 114 |
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[608] | 115 | // read energy fractions for different particles
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| 116 | param = GetParam("EnergyFraction");
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| 117 | size = param.GetSize();
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[935] | 118 |
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[608] | 119 | // set default energy fractions values
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| 120 | fFractionMap.clear();
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| 121 | fFractionMap[0] = make_pair(0.0, 1.0);
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[935] | 122 |
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[608] | 123 | for(i = 0; i < size/2; ++i)
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| 124 | {
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[703] | 125 | paramFractions = param[i*2 + 1];
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[608] | 126 | sizeFractions = paramFractions.GetSize();
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[935] | 127 |
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[608] | 128 | ecalFraction = paramFractions[0].GetDouble();
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| 129 | hcalFraction = paramFractions[1].GetDouble();
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| 130 |
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[703] | 131 | fFractionMap[param[i*2].GetInt()] = make_pair(ecalFraction, hcalFraction);
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[608] | 132 | }
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[629] | 133 | /*
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[626] | 134 | TFractionMap::iterator itFractionMap;
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| 135 | for(itFractionMap = fFractionMap.begin(); itFractionMap != fFractionMap.end(); ++itFractionMap)
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| 136 | {
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| 137 | cout << itFractionMap->first << " " << itFractionMap->second.first << " " << itFractionMap->second.second << endl;
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| 138 | }
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[629] | 139 | */
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[935] | 140 | // read resolution formulas
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[766] | 141 | fECalResolutionFormula->Compile(GetString("ECalResolutionFormula", "0"));
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| 142 | fHCalResolutionFormula->Compile(GetString("HCalResolutionFormula", "0"));
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| 143 |
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[608] | 144 | // import array with output from other modules
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[886] | 145 | fParticleInputArray = ImportArray(GetString("ParticleInputArray", "ParticlePropagator/particles"));
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| 146 | fItParticleInputArray = fParticleInputArray->MakeIterator();
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[608] | 147 |
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[886] | 148 | fTrackInputArray = ImportArray(GetString("TrackInputArray", "ParticlePropagator/tracks"));
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| 149 | fItTrackInputArray = fTrackInputArray->MakeIterator();
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| 150 |
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[766] | 151 | // create output arrays
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[629] | 152 | fTowerOutputArray = ExportArray(GetString("TowerOutputArray", "towers"));
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| 153 | fPhotonOutputArray = ExportArray(GetString("PhotonOutputArray", "photons"));
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[938] | 154 |
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| 155 | fEFlowTrackOutputArray = ExportArray(GetString("EFlowTrackOutputArray", "eflowTracks"));
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| 156 | fEFlowTowerOutputArray = ExportArray(GetString("EFlowTowerOutputArray", "eflowTowers"));
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[608] | 157 | }
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| 158 |
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| 159 | //------------------------------------------------------------------------------
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| 160 |
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| 161 | void Calorimeter::Finish()
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| 162 | {
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[660] | 163 | vector< vector< Double_t>* >::iterator itPhiBin;
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[886] | 164 | if(fItParticleInputArray) delete fItParticleInputArray;
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[938] | 165 | if(fItTrackInputArray) delete fItTrackInputArray;
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[660] | 166 | for(itPhiBin = fPhiBins.begin(); itPhiBin != fPhiBins.end(); ++itPhiBin)
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| 167 | {
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| 168 | delete *itPhiBin;
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| 169 | }
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[608] | 170 | }
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| 171 |
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| 172 | //------------------------------------------------------------------------------
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| 173 |
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| 174 | void Calorimeter::Process()
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| 175 | {
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[886] | 176 | Candidate *particle, *track;
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[680] | 177 | TLorentzVector position, momentum;
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[1002] | 178 | Short_t etaBin, phiBin, flags;
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| 179 | Int_t number;
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[745] | 180 | Long64_t towerHit, towerEtaPhi, hitEtaPhi;
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[730] | 181 | Double_t ecalFraction, hcalFraction;
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[735] | 182 | Double_t ecalEnergy, hcalEnergy;
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[608] | 183 | Int_t pdgCode;
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| 184 |
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| 185 | TFractionMap::iterator itFractionMap;
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| 186 |
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[659] | 187 | vector< Double_t >::iterator itEtaBin;
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| 188 | vector< Double_t >::iterator itPhiBin;
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| 189 | vector< Double_t > *phiBins;
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[622] | 190 |
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[745] | 191 | vector< Long64_t >::iterator itTowerHits;
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[935] | 192 |
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[687] | 193 | DelphesFactory *factory = GetFactory();
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[661] | 194 | fTowerHits.clear();
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[663] | 195 | fECalFractions.clear();
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| 196 | fHCalFractions.clear();
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[730] | 197 |
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[608] | 198 | // loop over all particles
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[886] | 199 | fItParticleInputArray->Reset();
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[666] | 200 | number = -1;
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[886] | 201 | while((particle = static_cast<Candidate*>(fItParticleInputArray->Next())))
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[608] | 202 | {
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[886] | 203 | const TLorentzVector &particlePosition = particle->Position;
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[666] | 204 | ++number;
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[608] | 205 |
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[886] | 206 | pdgCode = TMath::Abs(particle->PID);
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[626] | 207 |
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| 208 | itFractionMap = fFractionMap.find(pdgCode);
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| 209 | if(itFractionMap == fFractionMap.end())
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| 210 | {
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| 211 | itFractionMap = fFractionMap.find(0);
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| 212 | }
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| 213 |
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| 214 | ecalFraction = itFractionMap->second.first;
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| 215 | hcalFraction = itFractionMap->second.second;
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[666] | 216 |
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| 217 | fECalFractions.push_back(ecalFraction);
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| 218 | fHCalFractions.push_back(hcalFraction);
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[935] | 219 |
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[626] | 220 | if(ecalFraction < 1.0E-9 && hcalFraction < 1.0E-9) continue;
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[935] | 221 |
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[730] | 222 | // find eta bin [1, fEtaBins.size - 1]
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[886] | 223 | itEtaBin = lower_bound(fEtaBins.begin(), fEtaBins.end(), particlePosition.Eta());
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[659] | 224 | if(itEtaBin == fEtaBins.begin() || itEtaBin == fEtaBins.end()) continue;
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[730] | 225 | etaBin = distance(fEtaBins.begin(), itEtaBin);
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[935] | 226 |
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[730] | 227 | // phi bins for given eta bin
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[659] | 228 | phiBins = fPhiBins[etaBin];
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[730] | 229 |
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| 230 | // find phi bin [1, phiBins.size - 1]
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[886] | 231 | itPhiBin = lower_bound(phiBins->begin(), phiBins->end(), particlePosition.Phi());
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[659] | 232 | if(itPhiBin == phiBins->begin() || itPhiBin == phiBins->end()) continue;
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[666] | 233 | phiBin = distance(phiBins->begin(), itPhiBin);
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[608] | 234 |
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[886] | 235 | flags = (particle->Charge == 0);
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[745] | 236 | flags |= (pdgCode == 22) << 1;
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[925] | 237 | flags |= (pdgCode == 11) << 2;
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[745] | 238 |
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[1004] | 239 | // make tower hit {16-bits for eta bin number, 16-bits for phi bin number, 8-bits for flags, 24-bits for particle number}
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| 240 | towerHit = (Long64_t(etaBin) << 48) | (Long64_t(phiBin) << 32) | (Long64_t(flags) << 24) | Long64_t(number);
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[935] | 241 |
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[661] | 242 | fTowerHits.push_back(towerHit);
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| 243 | }
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| 244 |
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[886] | 245 | // loop over all tracks
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| 246 | fItTrackInputArray->Reset();
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| 247 | number = -1;
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| 248 | while((track = static_cast<Candidate*>(fItTrackInputArray->Next())))
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| 249 | {
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| 250 | const TLorentzVector &trackPosition = track->Position;
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| 251 | ++number;
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| 252 |
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| 253 | // find eta bin [1, fEtaBins.size - 1]
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| 254 | itEtaBin = lower_bound(fEtaBins.begin(), fEtaBins.end(), trackPosition.Eta());
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| 255 | if(itEtaBin == fEtaBins.begin() || itEtaBin == fEtaBins.end()) continue;
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| 256 | etaBin = distance(fEtaBins.begin(), itEtaBin);
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[935] | 257 |
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[886] | 258 | // phi bins for given eta bin
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| 259 | phiBins = fPhiBins[etaBin];
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| 260 |
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| 261 | // find phi bin [1, phiBins.size - 1]
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| 262 | itPhiBin = lower_bound(phiBins->begin(), phiBins->end(), trackPosition.Phi());
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| 263 | if(itPhiBin == phiBins->begin() || itPhiBin == phiBins->end()) continue;
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| 264 | phiBin = distance(phiBins->begin(), itPhiBin);
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| 265 |
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[1004] | 266 | // make tower hit {16-bits for eta bin number, 16-bits for phi bin number, 8-bits for flags, 24-bits for track number}
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| 267 | towerHit = (Long64_t(etaBin) << 48) | (Long64_t(phiBin) << 32) | (Long64_t(1) << 27) | Long64_t(number);
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[935] | 268 |
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[886] | 269 | fTowerHits.push_back(towerHit);
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| 270 | }
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| 271 |
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[894] | 272 | // all hits are sorted first by eta bin number, then by phi bin number,
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| 273 | // then by flags and then by particle or track number
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[661] | 274 | sort(fTowerHits.begin(), fTowerHits.end());
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| 275 |
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[730] | 276 | // loop over all hits
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[661] | 277 | towerEtaPhi = 0;
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[732] | 278 | fTower = 0;
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[661] | 279 | for(itTowerHits = fTowerHits.begin(); itTowerHits != fTowerHits.end(); ++itTowerHits)
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| 280 | {
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| 281 | towerHit = (*itTowerHits);
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[1004] | 282 | flags = (towerHit >> 24) & 0x00000000000000FFLL;
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| 283 | number = (towerHit) & 0x0000000000FFFFFFLL;
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| 284 | hitEtaPhi = towerHit >> 32;
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[730] | 285 |
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[661] | 286 | if(towerEtaPhi != hitEtaPhi)
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[608] | 287 | {
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[730] | 288 | // switch to next tower
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[661] | 289 | towerEtaPhi = hitEtaPhi;
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[730] | 290 |
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[661] | 291 | // finalize previous tower
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[730] | 292 | FinalizeTower();
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[661] | 293 |
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| 294 | // create new tower
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[730] | 295 | fTower = factory->NewCandidate();
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[661] | 296 |
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[1004] | 297 | phiBin = (towerHit >> 32) & 0x000000000000FFFFLL;
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| 298 | etaBin = (towerHit >> 48) & 0x000000000000FFFFLL;
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[730] | 299 |
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| 300 | // phi bins for given eta bin
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[661] | 301 | phiBins = fPhiBins[etaBin];
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[608] | 302 |
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[730] | 303 | // calculate eta and phi of the tower's center
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[731] | 304 | fTowerEta = 0.5*(fEtaBins[etaBin - 1] + fEtaBins[etaBin]);
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| 305 | fTowerPhi = 0.5*((*phiBins)[phiBin - 1] + (*phiBins)[phiBin]);
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[626] | 306 |
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[898] | 307 | fTowerEdges[0] = fEtaBins[etaBin - 1];
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| 308 | fTowerEdges[1] = fEtaBins[etaBin];
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| 309 | fTowerEdges[2] = (*phiBins)[phiBin - 1];
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| 310 | fTowerEdges[3] = (*phiBins)[phiBin];
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| 311 |
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[735] | 312 | fTowerECalEnergy = 0.0;
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| 313 | fTowerHCalEnergy = 0.0;
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| 314 |
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| 315 | fTowerECalNeutralEnergy = 0.0;
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| 316 | fTowerHCalNeutralEnergy = 0.0;
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[935] | 317 |
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[886] | 318 | fTowerNeutralHits = 0;
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| 319 | fTowerPhotonHits = 0;
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[925] | 320 | fTowerElectronHits = 0;
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[886] | 321 | fTowerTrackHits = 0;
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| 322 | fTowerAllHits = 0;
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[935] | 323 |
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[886] | 324 | fTowerTrackArray->Clear();
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[931] | 325 | fTowerPhotonArray->Clear();
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[661] | 326 | }
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| 327 |
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[886] | 328 | // check for track hits
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[925] | 329 | if(flags & 8)
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[886] | 330 | {
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| 331 | ++fTowerTrackHits;
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| 332 | track = static_cast<Candidate*>(fTrackInputArray->At(number));
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| 333 | fTowerTrackArray->Add(track);
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| 334 | continue;
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| 335 | }
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| 336 |
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| 337 | particle = static_cast<Candidate*>(fParticleInputArray->At(number));
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[888] | 338 | momentum = particle->Momentum;
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[886] | 339 |
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[735] | 340 | // fill current tower
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| 341 | ecalEnergy = momentum.E() * fECalFractions[number];
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| 342 | hcalEnergy = momentum.E() * fHCalFractions[number];
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[931] | 343 |
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[735] | 344 | fTowerECalEnergy += ecalEnergy;
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| 345 | fTowerHCalEnergy += hcalEnergy;
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[695] | 346 |
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[931] | 347 | ++fTowerAllHits;
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[935] | 348 | fTower->AddCandidate(particle);
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[735] | 349 |
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[730] | 350 | // check for neutral hits in current tower
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[886] | 351 | if(flags & 1) ++fTowerNeutralHits;
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[931] | 352 |
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[730] | 353 | // check for photon hits in current tower
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[931] | 354 | if(flags & 2)
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| 355 | {
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| 356 | ++fTowerPhotonHits;
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| 357 | fTowerPhotonArray->Add(particle);
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| 358 | }
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[886] | 359 |
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[925] | 360 | // check for electron hits in current tower
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| 361 | if(flags & 4) ++fTowerElectronHits;
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[608] | 362 | }
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| 363 |
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[661] | 364 | // finalize last tower
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[730] | 365 | FinalizeTower();
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| 366 | }
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| 367 |
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| 368 | //------------------------------------------------------------------------------
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[931] | 369 |
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[730] | 370 | void Calorimeter::FinalizeTower()
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| 371 | {
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[934] | 372 | Candidate *particle, *track, *tower;
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[1078] | 373 | Double_t energy, pt, eta, phi;
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[735] | 374 | Double_t ecalEnergy, hcalEnergy;
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[1145] | 375 |
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[734] | 376 | if(!fTower) return;
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[733] | 377 |
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[1142] | 378 | // ecalEnergy = gRandom->Gaus(fTowerECalEnergy, fECalResolutionFormula->Eval(0.0, fTowerEta, 0.0, fTowerECalEnergy));
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[1145] | 379 | // if(ecalEnergy < 0.0) ecalEnergy = 0.0;
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[733] | 380 |
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[1145] | 381 | ecalEnergy = LogNormal(fTowerECalEnergy, fECalResolutionFormula->Eval(0.0, fTowerEta, 0.0, fTowerECalEnergy));
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[733] | 382 |
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[1145] | 383 | // hcalEnergy = gRandom->Gaus(fTowerHCalEnergy, fHCalResolutionFormula->Eval(0.0, fTowerEta, 0.0, fTowerHCalEnergy));
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| 384 | // if(hcalEnergy < 0.0) hcalEnergy = 0.0;
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| 385 |
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| 386 | hcalEnergy = LogNormal(fTowerHCalEnergy, fHCalResolutionFormula->Eval(0.0, fTowerEta, 0.0, fTowerHCalEnergy));
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| 387 |
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[735] | 388 | energy = ecalEnergy + hcalEnergy;
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[629] | 389 |
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[1145] | 390 | // eta = fTowerEta;
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| 391 | // phi = fTowerPhi;
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[1078] | 392 |
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| 393 | eta = gRandom->Uniform(fTowerEdges[0], fTowerEdges[1]);
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| 394 | phi = gRandom->Uniform(fTowerEdges[2], fTowerEdges[3]);
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| 395 |
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[1086] | 396 | pt = energy / TMath::CosH(eta);
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| 397 |
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[1078] | 398 | fTower->Position.SetPtEtaPhiE(1.0, eta, phi, 0.0);
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| 399 | fTower->Momentum.SetPtEtaPhiE(pt, eta, phi, energy);
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[735] | 400 | fTower->Eem = ecalEnergy;
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| 401 | fTower->Ehad = hcalEnergy;
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[734] | 402 |
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[898] | 403 | fTower->Edges[0] = fTowerEdges[0];
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| 404 | fTower->Edges[1] = fTowerEdges[1];
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| 405 | fTower->Edges[2] = fTowerEdges[2];
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| 406 | fTower->Edges[3] = fTowerEdges[3];
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[886] | 407 |
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[931] | 408 | // fill calorimeter towers and photon candidates
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| 409 | if(energy > 0.0)
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| 410 | {
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| 411 | if((fTowerPhotonHits > 0 || fTowerElectronHits > 0) &&
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| 412 | fTowerTrackHits == 0)
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[935] | 413 | {
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[931] | 414 | fPhotonOutputArray->Add(fTower);
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| 415 | }
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| 416 |
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| 417 | fTowerOutputArray->Add(fTower);
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| 418 | }
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[935] | 419 |
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[931] | 420 | // fill energy flow candidates
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[886] | 421 | if(fTowerTrackHits == fTowerAllHits)
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[735] | 422 | {
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[886] | 423 | fItTowerTrackArray->Reset();
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| 424 | while((track = static_cast<Candidate*>(fItTowerTrackArray->Next())))
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| 425 | {
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[938] | 426 | fEFlowTrackOutputArray->Add(track);
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[886] | 427 | }
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| 428 | }
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[931] | 429 | else if(fTowerTrackHits > 0 &&
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| 430 | fTowerElectronHits == 0 &&
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| 431 | fTowerPhotonHits + fTowerTrackHits == fTowerAllHits)
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| 432 | {
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| 433 | fItTowerTrackArray->Reset();
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| 434 | while((track = static_cast<Candidate*>(fItTowerTrackArray->Next())))
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| 435 | {
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[938] | 436 | fEFlowTrackOutputArray->Add(track);
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[931] | 437 | }
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[735] | 438 |
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[931] | 439 | if(ecalEnergy > 0.0)
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| 440 | {
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| 441 | DelphesFactory *factory = GetFactory();
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[935] | 442 |
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[931] | 443 | // create new tower
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| 444 | tower = factory->NewCandidate();
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[735] | 445 |
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[934] | 446 | fItTowerPhotonArray->Reset();
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| 447 | while((particle = static_cast<Candidate*>(fItTowerPhotonArray->Next())))
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| 448 | {
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| 449 | tower->AddCandidate(particle);
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| 450 | }
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[935] | 451 |
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[1086] | 452 | pt = ecalEnergy / TMath::CosH(eta);
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[1084] | 453 |
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[1078] | 454 | tower->Position.SetPtEtaPhiE(1.0, eta, phi, 0.0);
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| 455 | tower->Momentum.SetPtEtaPhiE(pt, eta, phi, ecalEnergy);
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[931] | 456 | tower->Eem = ecalEnergy;
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| 457 | tower->Ehad = 0.0;
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| 458 |
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| 459 | tower->Edges[0] = fTowerEdges[0];
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| 460 | tower->Edges[1] = fTowerEdges[1];
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| 461 | tower->Edges[2] = fTowerEdges[2];
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| 462 | tower->Edges[3] = fTowerEdges[3];
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| 463 |
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[938] | 464 | fEFlowTowerOutputArray->Add(tower);
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[931] | 465 | }
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| 466 | }
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| 467 | else if(energy > 0.0)
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| 468 | {
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[938] | 469 | fEFlowTowerOutputArray->Add(fTower);
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[931] | 470 | }
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[608] | 471 | }
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| 472 |
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| 473 | //------------------------------------------------------------------------------
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[1142] | 474 |
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[1145] | 475 | Double_t Calorimeter::LogNormal(Double_t mean, Double_t sigma)
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| 476 | {
|
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| 477 | Double_t a, b;
|
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| 478 |
|
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| 479 | if(mean > 0.0)
|
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[1142] | 480 | {
|
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[1145] | 481 | b = TMath::Sqrt(TMath::Log((1.0 + (sigma*sigma)/(mean*mean))));
|
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| 482 | a = TMath::Log(mean) - 0.5*b*b;
|
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| 483 |
|
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| 484 | return TMath::Exp(a + b*gRandom->Gaus(0, 1));
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[1142] | 485 | }
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[1145] | 486 | else
|
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| 487 | {
|
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| 488 | return 0.0;
|
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| 489 | }
|
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| 490 | }
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