1 | /*
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2 |
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3 | This macro shows how to compute jet energy scale.
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4 | root -l examples/Example4.C'("delphes_output.root", "plots.root")'
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5 |
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6 | The output ROOT file contains the pT(MC)/pT(Reco) distributions for various pT(Reco) and |eta| bins.
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7 | The peak value of such distribution is interpreted as the jet energy correction to be applied for that given pT(Reco), |eta| bin.
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8 |
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9 | This can be done by modifying the "ScaleFormula" input parameter to the JetEnergyScale module in the delphes_card_XXX.tcl
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10 |
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11 |
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12 |
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13 | e.g a smooth function:
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14 |
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15 |
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16 | set ScaleFormula { sqrt(3.0 - 0.1*(abs(eta)))^2 / pt + 1.0 ) }
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17 |
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18 |
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19 | or a binned function:
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20 |
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21 |
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22 | set ScaleFormula {(abs(eta) > 0.0 && abs(eta) <= 2.5) * (pt > 20.0 && pt <= 50.0) * (1.10) +
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23 | (abs(eta) > 0.0 && abs(eta) <= 2.5) * (pt > 50.0 && pt <= 100.0) * (1.05) +
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24 | (abs(eta) > 0.0 && abs(eta) <= 2.5) * (pt > 100.0) * (1.00) +
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25 | (abs(eta) > 2.5 && abs(eta) <= 5.0) * (pt > 20.0 && pt <= 50.0) * (1.10) +
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26 | (abs(eta) > 2.5 && abs(eta) <= 5.0) * (pt > 50.0 && pt <= 100.0) * (1.05) +
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27 | (abs(eta) > 2.5 && abs(eta) <= 5.0) * (pt > 100.0) * (1.00)}
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28 |
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29 |
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30 | Be aware that a binned jet energy scale can produce "steps" in the corrected jet pt distribution ...
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31 |
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32 |
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33 |
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34 | */
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35 |
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36 | //------------------------------------------------------------------------------
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37 |
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38 | struct TestPlots
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39 | {
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40 | TH1 *fJetPT;
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41 |
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42 | TH1 *fJetRes_Pt_20_50_Eta_0_25;
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43 | TH1 *fJetRes_Pt_20_50_Eta_25_5;
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44 |
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45 | TH1 *fJetRes_Pt_50_100_Eta_0_25;
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46 | TH1 *fJetRes_Pt_50_100_Eta_25_5;
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47 |
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48 | TH1 *fJetRes_Pt_100_200_Eta_0_25;
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49 | TH1 *fJetRes_Pt_100_200_Eta_25_5;
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50 |
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51 | TH1 *fJetRes_Pt_200_500_Eta_0_25;
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52 | TH1 *fJetRes_Pt_200_500_Eta_25_5;
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53 |
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54 | TH1 *fJetRes_Pt_500_inf_Eta_0_25;
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55 | TH1 *fJetRes_Pt_500_inf_Eta_25_5;
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56 |
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57 | };
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58 |
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59 | //------------------------------------------------------------------------------
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60 |
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61 | class ExRootResult;
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62 | class ExRootTreeReader;
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63 |
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64 | //------------------------------------------------------------------------------
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65 |
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66 | void BookHistograms(ExRootResult *result, TestPlots *plots)
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67 | {
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68 | TLegend *legend;
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69 | TPaveText *comment;
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70 |
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71 | plots->fJetPT = result->AddHist1D(
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72 | "jet_pt", "p_{T}^{jet}",
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73 | "p_{T}^{jet} GeV/c", "number of jets",
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74 | 100, 0.0, 1000.0);
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75 |
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76 | plots->fJetRes_Pt_20_50_Eta_0_25 = result->AddHist1D(
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77 | "jet_delta_pt_20_50_cen", "p_{T}^{truth,parton}/p_{T}^{jet} , 20 < p_{T} < 50 , 0 < | #eta | < 2.5 ",
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78 | "p_{T}^{truth,parton}/p_{T}^{jet}", "number of jets",
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79 | 100, 0.0, 2.0);
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80 |
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81 | plots->fJetRes_Pt_20_50_Eta_0_25->SetStats();
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82 |
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83 | plots->fJetRes_Pt_20_50_Eta_25_5 = result->AddHist1D(
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84 | "jet_delta_pt_20_50_fwd", "p_{T}^{truth,parton}/p_{T}^{jet} , 20 < p_{T} < 50 , 2.5 < | #eta | < 5 ",
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85 | "p_{T}^{truth,parton}/p_{T}^{jet}", "number of jets",
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86 | 100, 0.0, 2.0);
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87 |
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88 | plots->fJetRes_Pt_20_50_Eta_25_5->SetStats();
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89 |
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90 | plots->fJetRes_Pt_50_100_Eta_0_25 = result->AddHist1D(
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91 | "jet_delta_pt_50_100_cen", "p_{T}^{truth,parton}/p_{T}^{jet} , 50 < p_{T} < 100 , 0 < | #eta | < 2.5 ",
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92 | "p_{T}^{truth,parton}/p_{T}^{jet}", "number of jets",
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93 | 100, 0.0, 2.0);
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94 |
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95 | plots->fJetRes_Pt_50_100_Eta_0_25->SetStats();
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96 |
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97 | plots->fJetRes_Pt_50_100_Eta_25_5 = result->AddHist1D(
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98 | "jet_delta_pt_50_100_fwd", "p_{T}^{truth,parton}/p_{T}^{jet} , 50 < p_{T} < 100 , 2.5 < | #eta | < 5 ",
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99 | "p_{T}^{truth,parton}/p_{T}^{jet}", "number of jets",
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100 | 100, 0.0, 2.0);
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101 |
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102 | plots->fJetRes_Pt_50_100_Eta_25_5->SetStats();
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103 |
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104 |
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105 | plots->fJetRes_Pt_100_200_Eta_0_25 = result->AddHist1D(
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106 | "jet_delta_pt_100_200_cen", "p_{T}^{truth,parton}/p_{T}^{jet} , 100 < p_{T} < 200 , 0 < | #eta | < 2.5 ",
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107 | "p_{T}^{truth,parton}/p_{T}^{jet}", "number of jets",
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108 | 100, 0.0, 2.0);
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109 |
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110 | plots->fJetRes_Pt_100_200_Eta_0_25->SetStats();
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111 |
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112 | plots->fJetRes_Pt_100_200_Eta_25_5 = result->AddHist1D(
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113 | "jet_delta_pt_100_200_fwd", "p_{T}^{truth,parton}/p_{T}^{jet} , 100 < p_{T} < 200 , 2.5 < | #eta | < 5 ",
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114 | "p_{T}^{truth,parton}/p_{T}^{jet}", "number of jets",
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115 | 100, 0.0, 2.0);
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116 |
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117 | plots->fJetRes_Pt_100_200_Eta_25_5->SetStats();
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118 |
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119 | plots->fJetRes_Pt_200_500_Eta_0_25 = result->AddHist1D(
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120 | "jet_delta_pt_200_500_cen", "p_{T}^{truth,parton}/p_{T}^{jet} , 200 < p_{T} < 500 , 0 < | #eta | < 2.5 ",
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121 | "p_{T}^{truth,parton}/p_{T}^{jet}", "number of jets",
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122 | 100, 0.0, 2.0);
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123 |
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124 | plots->fJetRes_Pt_200_500_Eta_0_25->SetStats();
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125 |
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126 | plots->fJetRes_Pt_200_500_Eta_25_5 = result->AddHist1D(
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127 | "jet_delta_pt_200_500_fwd", "p_{T}^{truth,parton}/p_{T}^{jet} , 200 < p_{T} < 500 , 2.5 < | #eta | < 5 ",
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128 | "p_{T}^{truth,parton}/p_{T}^{jet}", "number of jets",
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129 | 100, 0.0, 2.0);
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130 |
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131 | plots->fJetRes_Pt_200_500_Eta_25_5->SetStats();
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132 |
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133 | plots->fJetRes_Pt_500_inf_Eta_0_25 = result->AddHist1D(
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134 | "jet_delta_pt_500_1000_cen", "p_{T}^{truth,parton}/p_{T}^{jet} , 500 < p_{T} < 1000, 0 < | #eta | < 2.5 ",
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135 | "p_{T}^{truth,parton}/p_{T}^{jet}", "number of jets",
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136 | 100, 0.0, 2.0);
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137 |
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138 | plots->fJetRes_Pt_500_inf_Eta_0_25->SetStats();
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139 |
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140 | plots->fJetRes_Pt_500_inf_Eta_25_5 = result->AddHist1D(
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141 | "jet_delta_pt_500_1000_fwd", "p_{T}^{truth,parton}/p_{T}^{jet} , 500 < p_{T} < 1000, 2.5 < | #eta | < 5 ",
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142 | "p_{T}^{truth,parton}/p_{T}^{jet}", "number of jets",
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143 | 100, 0.0, 2.0);
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144 |
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145 | plots->fJetRes_Pt_500_inf_Eta_25_5->SetStats();
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146 |
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147 |
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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 | void AnalyseEvents(ExRootTreeReader *treeReader, TestPlots *plots)
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153 | {
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154 | TClonesArray *branchParticle = treeReader->UseBranch("Particle");
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155 | TClonesArray *branchGenJet = treeReader->UseBranch("GenJet");
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156 | TClonesArray *branchJet = treeReader->UseBranch("Jet");
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157 |
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158 | Long64_t allEntries = treeReader->GetEntries();
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159 |
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160 | cout << "** Chain contains " << allEntries << " events" << endl;
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161 |
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162 | Jet *jet, *genjet;
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163 | GenParticle *part;
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164 | TObject *object;
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165 |
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166 | TLorentzVector JetMom, GenJetMom, BestGenJetMom;
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167 |
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168 | Float_t Dr;
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169 | Float_t pt, eta;
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170 | Long64_t entry;
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171 |
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172 | Int_t i, j;
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173 |
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174 | // Loop over all events
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175 | for(entry = 0; entry < allEntries; ++entry)
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176 | {
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177 | // Load selected branches with data from specified event
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178 | treeReader->ReadEntry(entry);
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179 | // cout<<"-- New event -- "<<endl;
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180 |
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181 | if(entry%500 == 0) cout << "Event number: "<< entry <<endl;
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182 |
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183 | // Loop over all reconstructed jets in event
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184 | for(i = 0; i < branchJet->GetEntriesFast(); ++i)
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185 | {
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186 |
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187 | jet = (Jet*) branchJet->At(i);
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188 | JetMom = jet-> P4();
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189 |
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190 | plots->fJetPT->Fill(JetMom.Pt());
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191 |
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192 | Dr = 999;
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193 |
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194 | // Loop over all hard partons in event
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195 | for(j = 0; j < branchParticle->GetEntriesFast(); ++j)
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196 | {
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197 |
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198 | part = (GenParticle*) branchParticle->At(j);
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199 |
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200 | GenJetMom = part -> P4();
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201 |
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202 | //this is simply to avoid warnings from initial state particle having infite rapidity ...
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203 | if(GenJetMom.Px() == 0 && GenJetMom.Py() == 0) continue;
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204 |
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205 | //take the closest parton candidate
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206 | if( GenJetMom.DeltaR(JetMom) < Dr )
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207 | {
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208 | Dr = GenJetMom.DeltaR(JetMom);
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209 | BestGenJetMom = GenJetMom;
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210 | }
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211 |
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212 | }
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213 |
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214 | if(Dr < 0.3)
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215 | {
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216 | pt = JetMom.Pt();
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217 | eta = TMath::Abs(JetMom.Eta());
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218 |
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219 |
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220 | if( pt > 20.0 && pt < 50.0 && eta > 0.0 && eta < 2.5 ) plots -> fJetRes_Pt_20_50_Eta_0_25->Fill(BestGenJetMom.Pt()/JetMom.Pt());
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221 | if( pt > 20.0 && pt < 50.0 && eta > 2.5 && eta < 5.0 ) plots -> fJetRes_Pt_20_50_Eta_25_5->Fill(BestGenJetMom.Pt()/JetMom.Pt());
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222 |
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223 | if( pt > 50.0 && pt < 100.0 && eta > 0.0 && eta < 2.5 ) plots -> fJetRes_Pt_50_100_Eta_0_25->Fill(BestGenJetMom.Pt()/JetMom.Pt());
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224 | if( pt > 50.0 && pt < 100.0 && eta > 2.5 && eta < 5.0 ) plots -> fJetRes_Pt_50_100_Eta_25_5->Fill(BestGenJetMom.Pt()/JetMom.Pt());
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225 |
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226 | if( pt > 100.0 && pt < 200.0 && eta > 0.0 && eta < 2.5 ) plots -> fJetRes_Pt_100_200_Eta_0_25->Fill(BestGenJetMom.Pt()/JetMom.Pt());
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227 | if( pt > 100.0 && pt < 200.0 && eta > 2.5 && eta < 5.0 ) plots -> fJetRes_Pt_100_200_Eta_25_5->Fill(BestGenJetMom.Pt()/JetMom.Pt());
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228 |
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229 | if( pt > 200.0 && pt < 500.0 && eta > 0.0 && eta < 2.5 ) plots -> fJetRes_Pt_200_500_Eta_0_25->Fill(BestGenJetMom.Pt()/JetMom.Pt());
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230 | if( pt > 200.0 && pt < 500.0 && eta > 2.5 && eta < 5.0 ) plots -> fJetRes_Pt_200_500_Eta_25_5->Fill(BestGenJetMom.Pt()/JetMom.Pt());
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231 |
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232 | if( pt > 500.0 && eta > 0.0 && eta < 2.5 ) plots -> fJetRes_Pt_500_inf_Eta_0_25->Fill(BestGenJetMom.Pt()/JetMom.Pt());
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233 | if( pt > 500.0 && eta > 2.5 && eta < 5.0 ) plots -> fJetRes_Pt_500_inf_Eta_25_5->Fill(BestGenJetMom.Pt()/JetMom.Pt());
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234 |
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235 |
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236 | }
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237 |
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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 |
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243 |
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244 | //------------------------------------------------------------------------------
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245 |
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246 | void Example4(const char *inputFile, const char *outputFile)
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247 | {
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248 | gSystem->Load("libDelphes");
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249 |
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250 | TChain *chain = new TChain("Delphes");
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251 | chain->Add(inputFile);
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252 |
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253 | ExRootTreeReader *treeReader = new ExRootTreeReader(chain);
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254 | ExRootResult *result = new ExRootResult();
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255 |
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256 | TestPlots *plots = new TestPlots;
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257 |
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258 | BookHistograms(result, plots);
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259 |
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260 | AnalyseEvents(treeReader, plots);
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261 |
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262 | result->Write(outputFile);
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263 |
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264 | cout << "** Exiting..." << endl;
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265 |
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266 | delete plots;
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267 | delete result;
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268 | delete treeReader;
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269 | delete chain;
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270 | }
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271 |
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272 | //------------------------------------------------------------------------------
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