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HbbHbb_PreSelection_save.cc
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HbbHbb_PreSelection_save.cc
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/*----------------------------------------------------------------/
Analysis Code for X->HH->bbbb searches in CMS
Authors: Souvik Das (Univ. of Florida) & Caterina Vernieri (FNAL)
/----------------------------------------------------------------*/
#include <TH1F.h>
#include <TFile.h>
#include <TTree.h>
#include <TChain.h>
#include <iostream>
#include "TLorentzVector.h"
#include "TMath.h"
#include "PDFs/BTagCalibrationStandalone.cpp"
#include <TSystem.h>
#if not defined(__CINT__) || defined(__MAKECINT__)
#include "TMVA/Tools.h"
#include "TMVA/Reader.h"
#include "TMVA/MethodCuts.h"
#endif
double pi=3.14159265358979;
// Hardcoded configuration parameters
double jet_pT_cut=30.;
double jet_eta_cut=2.4;
//double jet_btag_cut=0.2219;
//double jet_btag_cut=0.8958;//Pb+Pbb DeepCSVT
double jet_btag_cut=0.6324; //Pb+Pbb DeepCSVM
//double jet_btag_cut=0.4432;// CMVAM https://twiki.cern.ch/twiki/bin/viewauth/CMS/BtagRecommendation80XReReco
/////////////////////////////////////
typedef std::map<double, int> JetList;
void fillHistogramsFromJetList(JetList jetList, std::vector<TH1F*> histograms, double eventWeight)
{
int nHistograms=histograms.size();
int i_histogram=0;
for (JetList::reverse_iterator iJet=jetList.rbegin(); (iJet!=jetList.rend() && i_histogram<nHistograms); ++iJet, ++i_histogram)
{
histograms.at(i_histogram)->Fill(iJet->first, eventWeight);
}
}
void fillIndexVectorFromJetList(JetList jetList, std::vector<unsigned int> *indexVector)
{
for (JetList::reverse_iterator iJet=jetList.rbegin(); iJet!=jetList.rend(); ++iJet)
{
indexVector->push_back(iJet->second);
}
}
void HbbHbb_PreSelection(std::string dir, std::string sample,
std::string sigmaJECUnc_string="JEC",
std::string sigmaJERUnc_string="JER",
std::string sigmaTrigUnc_string="Trig",
std::string sigmabTagUnc_string="bTag",
std::string regressionFile="")
{
std::string inputfilename=dir+"/"+sample+".root";
TChain *tree_test=new TChain("tree");
tree_test->Add(inputfilename.c_str());
int test=tree_test->GetEntries();
TChain *tree=new TChain("tree");
tree->Add(inputfilename.c_str());
std::cout<<"Opened input file "<<inputfilename<<std::endl;
std::cout<<test<<std::endl;
if (test<=0) return; //tree->Scan();
if (regressionFile=="") std::cout<<"b jet regression not done. jet_regressed_pT = jet_pT"<<std::endl;
else std::cout<<"b jet regression done with "<<regressionFile<<" decisions file."<<std::endl;
// Book variables
//
BTagCalibration calib("DeepCSV","PDFs/deepCSV_BH_Moriond17.csv");
BTagCalibrationReader csv_calib_l(BTagEntry::OP_MEDIUM,"central",{"up", "down"});
BTagCalibrationReader csv_calib_c(BTagEntry::OP_MEDIUM,"central",{"up", "down"});
BTagCalibrationReader csv_calib_b(BTagEntry::OP_MEDIUM,"central",{"up", "down"});
csv_calib_l.load(calib, // calibration instance
BTagEntry::FLAV_UDSG, // btag flavour
"incl"); // measurement type
csv_calib_c.load(calib,
BTagEntry::FLAV_C,
"mujets");
csv_calib_b.load(calib,
BTagEntry::FLAV_B,
"mujets");
int run;
int evt;
int isData, nTrueInt, json;
float trigger_HLT_HH4bLowLumi;
int trigger_HLT_BIT_HLT_QuadJet45_TripleBTagCSV_p087_v;
int trigger_HLT_BIT_HLT_DoubleJet90_Double30_TripleBTagCSV_p087_v;
float vType;
float puWeight, genWeight;
int nJets;
float jet_btagCSV[100], jet_btagCMVA[100], jet_btagCMVAMSF[100], jet_btagCMVAMSFUp[100], jet_btagCMVAMSFDown[100],jet_btagDeepCSVb[100], jet_btagDeepCSVbb[100];
float jet_pT[100], jet_eta[100], jet_phi[100], jet_mass[100], jet_rawpT[100];
int jet_flavor[100];
float jet_corrJERUp[100], jet_corrJERDown[100], jet_corrJECUp[100], jet_corrJECDown[100] , jet_corrJER[100];
Float_t jet_corrJEC[100];
int nGenHiggsBoson;
float genHiggsBoson_pT[100], genHiggsBoson_eta[100], genHiggsBoson_phi[100], genHiggsBoson_mass[100];
float eventWeight;
int nGenBQuarkFromH;
float genBQuarkFromH_pT[100], genBQuarkFromH_eta[100], genBQuarkFromH_phi[100], genBQuarkFromH_mass[100];
float jet_MCpT[100], jet_MCeta[100], jet_MCphi[100], jet_MCmass[100];
float met_pT, met_phi;
int isMC;
std::size_t findGrav = sample.find("Grav");std::size_t findRad = sample.find("Radion");
if ( findGrav !=std::string::npos || findRad !=std::string::npos ) isMC = 1; //add TT and ZZ
else isMC = 0;
float btagWeightsCMVAV2;
float jet_corr[100],
nPVs,
jet_mt[100],
jet_leadTrackPt[100],
jet_leptonPtRel[100],
jet_leptonPt[100],
jet_leptonDeltaR[100],
jet_neHEF[100],
jet_chHEF[100],
jet_neEmEF[100],
jet_chMult[100],
jet_vtxPt[100],
jet_vtxMass[100],
jet_vtx3dL[100],
jet_vtxNtrk[100],
jet_vtx3deL[100];
float this_Jet_pt,
this_Jet_corr,
this_rho,
this_Jet_eta,
this_Jet_mt,
this_Jet_leadTrackPt,
this_Jet_leptonPtRel,
this_Jet_leptonPt,
this_Jet_leptonDeltaR,
this_Jet_neHEF,
this_Jet_neEmEF,
this_Jet_chMult,
this_Jet_vtxPt,
this_Jet_vtxMass,
this_Jet_vtx3dL,
this_Jet_vtxNtrk,
this_Jet_vtx3deL;
TMVA::Reader *reader=new TMVA::Reader("!Color:!Silent");
if (regressionFile!="")
{
// b jet regression variables
reader->AddVariable("Jet_pt", &this_Jet_pt);
//reader->AddVariable("Jet_corr", &this_Jet_corr);
reader->AddVariable("nPVs", &this_rho);
reader->AddVariable("Jet_eta", &this_Jet_eta);
reader->AddVariable("Jet_mt", &this_Jet_mt);
reader->AddVariable("Jet_leadTrackPt", &this_Jet_leadTrackPt);
reader->AddVariable("Jet_leptonPtRel", &this_Jet_leptonPtRel);
reader->AddVariable("Jet_leptonPt", &this_Jet_leptonPt);
reader->AddVariable("Jet_leptonDeltaR", &this_Jet_leptonDeltaR);
reader->AddVariable("Jet_neHEF", &this_Jet_neHEF);
reader->AddVariable("Jet_neEmEF", &this_Jet_neEmEF);
//reader->AddVariable("Jet_chMult", &this_Jet_chMult);
reader->AddVariable("Jet_vtxPt", &this_Jet_vtxPt);
reader->AddVariable("Jet_vtxMass", &this_Jet_vtxMass);
reader->AddVariable("Jet_vtx3dL", &this_Jet_vtx3dL);
reader->AddVariable("Jet_vtxNtrk", &this_Jet_vtxNtrk);
reader->AddVariable("Jet_vtx3deL", &this_Jet_vtx3deL);
reader->BookMVA("BDTG method", regressionFile);
}
// Retrieve variables
cout<< "test" << endl;
tree->SetBranchAddress("evt", &evt);
tree->SetBranchStatus("*", 0);
tree->SetBranchStatus("evt", 1);
tree->SetBranchAddress("run", &run); tree->SetBranchStatus("run", 1);
if(isMC==1){ tree->SetBranchAddress("nTrueInt",&nTrueInt); tree->SetBranchStatus("nTrueInt",1); }
tree->SetBranchAddress("isData", &isData); tree->SetBranchStatus("isData", 1);
tree->SetBranchAddress("json",&json); tree->SetBranchStatus("json",1);
// Different name for MC and data
if(isMC==1){ tree->SetBranchAddress("HLT_HH4bLowLumi", &trigger_HLT_HH4bLowLumi); tree->SetBranchStatus("HLT_HH4bLowLumi", 1); }
else { tree->SetBranchAddress("HLT_HH4bLowLumi", &trigger_HLT_HH4bLowLumi); tree->SetBranchStatus("HLT_HH4bLowLumi", 1); }
if(isMC==1){ tree->SetBranchAddress("HLT_BIT_HLT_QuadJet45_TripleBTagCSV_p087_v",&trigger_HLT_BIT_HLT_QuadJet45_TripleBTagCSV_p087_v); tree->SetBranchStatus("HLT_BIT_HLT_QuadJet45_TripleBTagCSV_p087_v",1); }
else { tree->SetBranchAddress("HLT_BIT_HLT_QuadJet45_TripleBTagCSV_p087_v",&trigger_HLT_BIT_HLT_QuadJet45_TripleBTagCSV_p087_v); tree->SetBranchStatus("HLT_BIT_HLT_QuadJet45_TripleBTagCSV_p087_v",1); }
if(isMC==1){ tree->SetBranchAddress("HLT_BIT_HLT_DoubleJet90_Double30_TripleBTagCSV_p087_v",&trigger_HLT_BIT_HLT_DoubleJet90_Double30_TripleBTagCSV_p087_v); tree->SetBranchStatus("HLT_BIT_HLT_DoubleJet90_Double30_TripleBTagCSV_p087_v",1); }
else { tree->SetBranchAddress("HLT_BIT_HLT_DoubleJet90_Double30_TripleBTagCSV_p087_v",&trigger_HLT_BIT_HLT_DoubleJet90_Double30_TripleBTagCSV_p087_v); tree->SetBranchStatus("HLT_BIT_HLT_DoubleJet90_Double30_TripleBTagCSV_p087_v",1); }
tree->SetBranchAddress("Vtype", &(vType)); tree->SetBranchStatus("Vtype", 1);
if(isMC==1){ tree->SetBranchAddress("puWeight", &(puWeight)); tree->SetBranchStatus("puWeight", 1); }
if(isMC==1){ tree->SetBranchAddress("genWeight", &(genWeight)); tree->SetBranchStatus("genWeight", 1); }
tree->SetBranchAddress("nJet", &(nJets)); tree->SetBranchStatus("nJet", 1);
tree->SetBranchAddress("Jet_btagCSV", &(jet_btagCSV)); tree->SetBranchStatus("Jet_btagCSV", 1);
tree->SetBranchAddress("Jet_btagCMVAV2", &(jet_btagCMVA)); tree->SetBranchStatus("Jet_btagCMVAV2", 1);
if(isMC==1){ tree->SetBranchAddress("Jet_btagCMVAV2M_SF_up", &(jet_btagCMVAMSFUp)); tree->SetBranchStatus("Jet_btagCMVAV2M_SF_up", 1);
tree->SetBranchAddress("Jet_btagCMVAV2M_SF_down", &(jet_btagCMVAMSFDown)); tree->SetBranchStatus("Jet_btagCMVAV2M_SF_down", 1);
tree->SetBranchAddress("Jet_btagCMVAV2M_SF", &(jet_btagCMVAMSF)); tree->SetBranchStatus("Jet_btagCMVAV2M_SF", 1); }
tree->SetBranchAddress("Jet_btagDeepCSVb", &(jet_btagDeepCSVb)); tree->SetBranchStatus("Jet_btagDeepCSVb",1);
tree->SetBranchAddress("Jet_btagDeepCSVbb", &(jet_btagDeepCSVbb)); tree->SetBranchStatus("Jet_btagDeepCSVbb",1);
tree->SetBranchAddress("Jet_pt", &(jet_pT)); tree->SetBranchStatus("Jet_pt", 1);
tree->SetBranchAddress("Jet_rawPt", &(jet_rawpT)); tree->SetBranchStatus("Jet_rawPt", 1);
tree->SetBranchAddress("Jet_eta", &(jet_eta)); tree->SetBranchStatus("Jet_eta", 1);
tree->SetBranchAddress("Jet_phi", &(jet_phi)); tree->SetBranchStatus("Jet_phi", 1);
tree->SetBranchAddress("Jet_mass", &(jet_mass)); tree->SetBranchStatus("Jet_mass", 1);
{ tree->SetBranchAddress("Jet_mcPt", &(jet_MCpT)); tree->SetBranchStatus("Jet_mcPt", 1);
tree->SetBranchAddress("Jet_mcEta", &(jet_MCeta)); tree->SetBranchStatus("Jet_mcEta", 1);
tree->SetBranchAddress("Jet_mcPhi", &(jet_MCphi)); tree->SetBranchStatus("Jet_mcPhi", 1);
tree->SetBranchAddress("Jet_mcM", &(jet_MCmass)); tree->SetBranchStatus("Jet_mcM", 1);
tree->SetBranchAddress("nGenHiggsBoson", &(nGenHiggsBoson)); tree->SetBranchStatus("nGenHiggsBoson",1);
tree->SetBranchAddress("GenHiggsBoson_pt", &(genHiggsBoson_pT)); tree->SetBranchStatus("GenHiggsBoson_pt",1);
tree->SetBranchAddress("GenHiggsBoson_eta", &(genHiggsBoson_eta)); tree->SetBranchStatus("GenHiggsBoson_eta",1);
tree->SetBranchAddress("GenHiggsBoson_phi", &(genHiggsBoson_phi)); tree->SetBranchStatus("GenHiggsBoson_phi",1);
tree->SetBranchAddress("GenHiggsBoson_mass", &(genHiggsBoson_mass)); tree->SetBranchStatus("GenHiggsBoson_mass",1);
tree->SetBranchAddress("nGenBQuarkFromH", &(nGenBQuarkFromH)); tree->SetBranchStatus("nGenBQuarkFromH",1);
tree->SetBranchAddress("GenBQuarkFromH_pt", &(genBQuarkFromH_pT)); tree->SetBranchStatus("GenBQuarkFromH_pt", 1);
tree->SetBranchAddress("GenBQuarkFromH_eta", &(genBQuarkFromH_eta)); tree->SetBranchStatus("GenBQuarkFromH_eta", 1);
tree->SetBranchAddress("GenBQuarkFromH_phi", &(genBQuarkFromH_phi)); tree->SetBranchStatus("GenBQuarkFromH_phi", 1);
tree->SetBranchAddress("GenBQuarkFromH_mass", &(genBQuarkFromH_mass)); tree->SetBranchStatus("GenBQuarkFromH_mass", 1); }
tree->SetBranchAddress("met_pt", &(met_pT)); tree->SetBranchStatus("met_pt", 1);
tree->SetBranchAddress("met_phi", &(met_phi)); tree->SetBranchStatus("met_phi", 1);
tree->SetBranchAddress("Jet_corr", &(jet_corrJEC)); tree->SetBranchStatus("Jet_corr",1);
tree->SetBranchAddress("Jet_corr_JECUp", &(jet_corrJECUp));
tree->SetBranchAddress("Jet_corr_JECDown", &(jet_corrJECDown));
{ tree->SetBranchAddress("Jet_corr_JER", &(jet_corrJER));
tree->SetBranchAddress("Jet_corr_JERUp", &(jet_corrJERUp));
tree->SetBranchAddress("Jet_corr_JERDown", &(jet_corrJERDown));
tree->SetBranchAddress("Jet_mcFlavour", &(jet_flavor)); tree->SetBranchStatus("Jet_mcFlavour", 1);
}
if(isMC==1){ tree->SetBranchAddress("btagWeightCMVAV2", &(btagWeightsCMVAV2));}
if (regressionFile!="")
{
//tree->SetBranchAddress("Jet_corr", &(jet_corr));
tree->SetBranchAddress("nPVs", &(nPVs));
tree->SetBranchAddress("Jet_leadTrackPt", &(jet_leadTrackPt));
tree->SetBranchAddress("Jet_leptonPtRel", &(jet_leptonPtRel));
tree->SetBranchAddress("Jet_leptonPt", &(jet_leptonPt));
tree->SetBranchAddress("Jet_leptonDeltaR", &(jet_leptonDeltaR));
tree->SetBranchAddress("Jet_neHEF", &(jet_neHEF));
tree->SetBranchAddress("Jet_chHEF", &(jet_chHEF));
tree->SetBranchAddress("Jet_neEmEF", &(jet_neEmEF));
tree->SetBranchAddress("Jet_chMult", &(jet_chMult));
tree->SetBranchAddress("Jet_vtxPt", &(jet_vtxPt));
tree->SetBranchAddress("Jet_vtxMass", &(jet_vtxMass));
tree->SetBranchAddress("Jet_vtx3DVal", &(jet_vtx3dL));
tree->SetBranchAddress("Jet_vtx3DSig", &(jet_vtx3deL));
tree->SetBranchAddress("Jet_vtxNtracks", &(jet_vtxNtrk));
}
TH1F *h_nCbJets=new TH1F("h_nCbJets", "; #Jets with |#eta|<2.5, p_{T} > 30 GeV, deepCSV(b+bb) > deepCSVM; Events", 10, 0., 10.);
TH1F *h_pTOrder_JetpT_1=new TH1F("h_pTOrder_JetpT_1", "; Jet p_{T} 1 for jets with |#eta|<2.5 (GeV); Events", 50, 0., 800.);
TH1F *h_pTOrder_JetpT_2=new TH1F("h_pTOrder_JetpT_2", "; Jet p_{T} 2 for jets with |#eta|<2.5 (GeV); Events", 50, 0., 500.);
TH1F *h_pTOrder_JetpT_3=new TH1F("h_pTOrder_JetpT_3", "; Jet p_{T} 3 for jets with |#eta|<2.5 (GeV); Events", 50, 0., 350.);
TH1F *h_pTOrder_JetpT_4=new TH1F("h_pTOrder_JetpT_4", "; Jet p_{T} 4 for jets with |#eta|<2.5 (GeV); Events", 50, 0., 250.);
TH1F *h_pTOrder_JetpT_5=new TH1F("h_pTOrder_JetpT_5", "; Jet p_{T} 5 for jets with |#eta|<2.5 (GeV); Events", 50, 0., 250.);
TH1F *h_pTreg_JetpT_1=new TH1F("h_pTreg_JetpT_1", "; Jet p_{T} 1 for jets with |#eta|<2.5 (GeV); Events", 50, 0., 800.);
TH1F *h_pTreg_JetpT_2=new TH1F("h_pTreg_JetpT_2", "; Jet p_{T} 2 for jets with |#eta|<2.5 (GeV); Events", 50, 0., 500.);
TH1F *h_pTreg_JetpT_3=new TH1F("h_pTreg_JetpT_3", "; Jet p_{T} 3 for jets with |#eta|<2.5 (GeV); Events", 50, 0., 350.);
TH1F *h_pTreg_JetpT_4=new TH1F("h_pTreg_JetpT_4", "; Jet p_{T} 4 for jets with |#eta|<2.5 (GeV); Events", 50, 0., 250.);
TH1F *h_pTreg_JetpT_5=new TH1F("h_pTreg_JetpT_5", "; Jet p_{T} 5 for jets with |#eta|<2.5 (GeV); Events", 50, 0., 250.);
TH1F *h_CSVOrder_JetCSV_1=new TH1F("h_CSVOrder_JetCSV_1", "; Jet CSV 1 for jets with |#eta|<2.5, p_{T} > 30 GeV; Events", 50, -1., 1.);
TH1F *h_CSVOrder_JetCSV_2=new TH1F("h_CSVOrder_JetCSV_2", "; Jet CSV 2 for jets with |#eta|<2.5, p_{T} > 30 GeV; Events", 50, -1., 1.);
TH1F *h_CSVOrder_JetCSV_3=new TH1F("h_CSVOrder_JetCSV_3", "; Jet CSV 3 for jets with |#eta|<2.5, p_{T} > 30 GeV; Events", 50, -1., 1.);
TH1F *h_CSVOrder_JetCSV_4=new TH1F("h_CSVOrder_JetCSV_4", "; Jet CSV 4 for jets with |#eta|<2.5, p_{T} > 30 GeV; Events", 50, -1., 1.);
TH1F *h_CMVAOrder_JetCMVA_1=new TH1F("h_CMVAOrder_JetCMVA_1", "; Jet deepCSV(b+bb) for jets with |#eta|<2.5, p_{T} > 30 GeV; Events", 25, 0., 1.);
TH1F *h_CMVAOrder_JetCMVA_2=new TH1F("h_CMVAOrder_JetCMVA_2", "; Jet deepCSV(b+bb) for jets with |#eta|<2.5, p_{T} > 30 GeV; Events", 25, 0., 1.);
TH1F *h_CMVAOrder_JetCMVA_3=new TH1F("h_CMVAOrder_JetCMVA_3", "; Jet deepCSV(b+bb) for jets with |#eta|<2.5, p_{T} > 30 GeV; Events", 25, 0., 1.);
TH1F *h_CMVAOrder_JetCMVA_4=new TH1F("h_CMVAOrder_JetCMVA_4", "; Jet deepCSV(b+bb) for jets with |#eta|<2.5, p_{T} > 30 GeV; Events", 25, 0., 1.);
TH1F *hSF =new TH1F("hSF"," ", 100, 0., 2.);
TH1F *hWeight =new TH1F("hWeight"," ", 100, 0., 2.);
TH1F *hWeightH =new TH1F("hWeightH","Weight High", 100, 0., 5.);
TH1F *hWeightL =new TH1F("hWeightL","Weight Low", 100, 0., 5.);
TH1F *h_pt_spike=new TH1F("h_pt_spike", "pt in spike; Jet p_{T} 1 for jets with |#eta|<2.5 (GeV); Events", 100, 0., 800.);
TH1F *h_GenX_mass=new TH1F("h_GenX_mass", "; m_{X}^{GEN} (GeV); Events", 1800, 200, 2000);
TH1F *h_dR_genHbb=new TH1F("h_dR_genHbb", "; #Delta R(b#bar{b}}; Events", 1000, 0., 5.);
TH1F *h_MET=new TH1F("h_MET", "; MET (GeV); Events", 50, 0., 500.);
TH1F *h_MET_phi=new TH1F("h_MET_phi", "; #phi_{MET} (GeV)", 50, -pi, pi);
TH1F *h_Cuts=new TH1F("h_Cuts", "Cut flow", 16, 0, 16);
TAxis *a_Cuts=h_Cuts->GetXaxis();
a_Cuts->SetBinLabel(2, "Initial");
a_Cuts->SetBinLabel(4, "Trigger");
a_Cuts->SetBinLabel(6, "Vtype");
a_Cuts->SetBinLabel(8, "nCbJets>=4");
a_Cuts->SetBinLabel(10, "HH Cand");
a_Cuts->SetBinLabel(12, "SR");
// Output tree in new file
std::string outfilename="PreSelected_"+sample+".root";
TFile *outfile=new TFile(outfilename.c_str(), "recreate");
TTree *outtree=tree->CloneTree(0);
float jet_regressed_pT[100];
std::vector<unsigned int> jetIndex_CentralpT40btag_pTOrder;
std::vector<unsigned int> jetIndex_CentralpT40btag_CSVOrder;
std::vector<unsigned int> jetIndex_CentralpT40btag_CMVAOrder;
std::vector<unsigned int> jetIndex_CentralpT40_CSVOrder;
std::vector<unsigned int> jetIndex_Central_pTOrder;
outtree->Branch("Jet_regressed_pt", &jet_regressed_pT, "Jet_regressed_pt[nJet]/F");
outtree->Branch("jetIndex_CentralpT40btag_pTOrder", &jetIndex_CentralpT40btag_pTOrder);
outtree->Branch("jetIndex_CentralpT40btag_CSVOrder", &jetIndex_CentralpT40btag_CSVOrder);
//outtree->Branch("jetIndex_CentralpT40btag_CMVAOrder", &jetIndex_CentralpT40btag_CMVAOrder);
outtree->Branch("jetIndex_CentralpT40btag_deepCSVOrder", &jetIndex_CentralpT40btag_CMVAOrder);
outtree->Branch("jetIndex_Central_pTOrder", &jetIndex_Central_pTOrder);
outtree->Branch("jetIndex_CentralpT40_CSVOrder", &jetIndex_CentralpT40_CSVOrder);
outtree->Branch("eventWeight", &eventWeight);
// Loop over events
int nEvents=tree->GetEntries();
std::cout<<nEvents<<std::endl;
double nCut0=0, nCut1=0, nCut2=0, nCut3=0, nCut4=0, nCut5=0;
double nTrig1=0, nTrig12=0, nTrig2=0;
for (int i=0; i<nEvents; ++i)
{
++nCut0;
tree->GetEvent(i);
eventWeight=1;
if (isData==1 && json <1) continue;
if (isData!=1) eventWeight=puWeight;//weight2( nTrueInt )*genWeight/fabs(genWeight);
if (isData!=1)
{
if (nGenHiggsBoson==2)
{
TLorentzVector gen_H1,gen_H2;
gen_H1.SetPtEtaPhiM(genHiggsBoson_pT[0], genHiggsBoson_eta[0], genHiggsBoson_phi[0], genHiggsBoson_mass[0]);
gen_H2.SetPtEtaPhiM(genHiggsBoson_pT[1], genHiggsBoson_eta[1], genHiggsBoson_phi[1], genHiggsBoson_mass[1]);
h_GenX_mass->Fill((gen_H1+gen_H2).M(), eventWeight);
}
if (nGenBQuarkFromH==4)
{
TLorentzVector gen_H1_b, gen_H1_bbar;
gen_H1_b.SetPtEtaPhiM(genBQuarkFromH_pT[0], genBQuarkFromH_eta[0], genBQuarkFromH_phi[0], genBQuarkFromH_mass[0]);
gen_H1_bbar.SetPtEtaPhiM(genBQuarkFromH_pT[1], genBQuarkFromH_eta[1], genBQuarkFromH_phi[1], genBQuarkFromH_mass[1]);
h_dR_genHbb->Fill(gen_H1_b.DeltaR(gen_H1_bbar), eventWeight);
}
}
h_MET->Fill(met_pT, eventWeight);
h_MET_phi->Fill(met_phi, eventWeight);
if (trigger_HLT_BIT_HLT_DoubleJet90_Double30_TripleBTagCSV_p087_v==1 && trigger_HLT_BIT_HLT_QuadJet45_TripleBTagCSV_p087_v!=1) nTrig1+=1;
if (trigger_HLT_BIT_HLT_DoubleJet90_Double30_TripleBTagCSV_p087_v==1 && trigger_HLT_BIT_HLT_QuadJet45_TripleBTagCSV_p087_v==1) nTrig12+=1;
if (trigger_HLT_BIT_HLT_DoubleJet90_Double30_TripleBTagCSV_p087_v!=1 && trigger_HLT_BIT_HLT_QuadJet45_TripleBTagCSV_p087_v==1) nTrig2+=1;
// std::cout<<"trigger_HLT_HH4bLowLumi = "<<trigger_HLT_HH4bLowLumi<<std::endl;
// std::cout<<"trigger_HLT_HH4bLowLumi = "<<trigger_HLT_HH4bLowLumi<<std::endl;
float max1 =-1 ;
float max2=-1;
float max3=-1;
float max4=-1;
for (int i=0; i<8;i++)
{
if(max1 < jet_btagCSV[i]) { max4=max3;max3=max2; max2=max1; max1=jet_btagCSV[i];}
else if (max2 < jet_btagCSV[i]){max4=max3;max3=max2; max2 = jet_btagCSV[i];}
else if (max3 < jet_btagCSV[i]) {max4=max3;max3 = jet_btagCSV[i];}
else if (max4 < jet_btagCSV[i]) max4 = jet_btagCSV[i];
}
/*std::cout<<max1<<" "<<max2<<" "<<max3<<std::endl;
std::cout<<"pt order "<<std::endl;
std::cout<<jet_btagCSV[0]<<" "<<jet_btagCSV[1]<<" "<<jet_btagCSV[2]<<std::endl;
float CSV3 = TMath::Min(max3, (float) 0.9999999999);
float quad ;
float Double ;
if(sigmaTrigUnc_string == "Trigm1") {
quad = TurnOnQuadDown(jet_pT[0], jet_pT[1], jet_pT[2], jet_pT[3], CSV3);
Double = TurnOnDoubleDown(jet_pT[0], jet_pT[1], jet_pT[2], jet_pT[3], CSV3);
}
else if (sigmaTrigUnc_string == "Trigp1") {
quad = TurnOnDoubleUp(jet_pT[0], jet_pT[1], jet_pT[2], jet_pT[3], CSV3);
Double = TurnOnQuadUp(jet_pT[0], jet_pT[1], jet_pT[2], jet_pT[3], CSV3);
}
*/
if (trigger_HLT_BIT_HLT_QuadJet45_TripleBTagCSV_p087_v==1 || trigger_HLT_BIT_HLT_DoubleJet90_Double30_TripleBTagCSV_p087_v==1)
{
//if(sigmaTrigUnc_string == "Trigm1" || sigmaTrigUnc_string == "Trigp1") eventWeight = eventWeight*(Double+quad-Double*quad); //P(A||B) = P(A)+P(B)-P(A&B) = P(A)+P(B)-P(A)*(B));
nCut1+=eventWeight;
if (vType==-1 || vType ==4)
{
nCut2+=eventWeight;
// Order the jets by pT, CSV, and CMVA
JetList jetList_Central_pTOrder;
JetList jetList_Central_pTreg;
JetList jetList_CentralpT40_CSVOrder;
JetList jetList_CentralpT40btag_pTOrder;
JetList jetList_CentralpT40btag_CSVOrder;
JetList jetList_CentralpT40btag_CMVAOrder;
int nCbJets=0;
for (unsigned int j=0; j<(unsigned int)nJets; ++j)
{
if (sigmaJECUnc_string=="JECp1") jet_pT[j] = jet_rawpT[j]*jet_corrJECUp[j]*jet_corrJER[j];
if (sigmaJECUnc_string=="JECm1") jet_pT[j] = jet_rawpT[j]*jet_corrJECDown[j]*jet_corrJER[j];
if (sigmaJERUnc_string=="JERp1") jet_pT[j] = jet_rawpT[j]*jet_corrJEC[j]*jet_corrJERUp[j];
if (sigmaJERUnc_string=="JERm1") jet_pT[j] = jet_rawpT[j]*jet_corrJEC[j]*jet_corrJERDown[j];
//std::cout<< jet_pT[j] <<" "<<jet_rawpT[j]<<" " << jet_corrJEC[j] <<" "<<jet_corrJERUp[j]<<std::endl;
if (fabs(jet_eta[j])<jet_eta_cut)
{
jetList_Central_pTOrder[jet_pT[j]]=j;
if (jet_pT[j]>jet_pT_cut)
{
// if (jet_btagCSV[j]>-1)
{
// jetList_CentralpT40_CSVOrder[jet_btagCMVA[j]]=j;
jetList_CentralpT40_CSVOrder[jet_btagDeepCSVb[j]+jet_btagDeepCSVbb[j]]=j;
// if (jet_btagCMVA[j]>jet_btag_cut)
if (jet_btagDeepCSVb[j]+jet_btagDeepCSVbb[j]>jet_btag_cut)
{
++nCbJets;
if( nCbJets<= 4 && isData!=1)
{
double jet_scalefactor=1;
if (TMath::Abs(jet_flavor[j])==5 ) jet_scalefactor = csv_calib_b.eval_auto_bounds("central", BTagEntry::FLAV_B, jet_eta[j], jet_pT[j]);
else if (TMath::Abs(jet_flavor[j])==4 ) jet_scalefactor = csv_calib_c.eval_auto_bounds("central", BTagEntry::FLAV_C, jet_eta[j], jet_pT[j]);
else jet_scalefactor = csv_calib_l.eval_auto_bounds("central", BTagEntry::FLAV_UDSG, jet_eta[j], jet_pT[j]);
if (sigmabTagUnc_string=="bTagp1") {
if (TMath::Abs(jet_flavor[j])==5 ) jet_scalefactor = csv_calib_b.eval_auto_bounds("up", BTagEntry::FLAV_B, jet_eta[j], jet_pT[j]);
else if (TMath::Abs(jet_flavor[j])==4 ) jet_scalefactor = csv_calib_c.eval_auto_bounds("up", BTagEntry::FLAV_C, jet_eta[j], jet_pT[j]);
else jet_scalefactor = csv_calib_l.eval_auto_bounds("up", BTagEntry::FLAV_UDSG, jet_eta[j], jet_pT[j]);
}
if (sigmabTagUnc_string=="bTagm1") {
if (TMath::Abs(jet_flavor[j])==5 ) jet_scalefactor = csv_calib_b.eval_auto_bounds("down", BTagEntry::FLAV_B, jet_eta[j], jet_pT[j]);
else if (TMath::Abs(jet_flavor[j])==4 ) jet_scalefactor = csv_calib_c.eval_auto_bounds("down", BTagEntry::FLAV_C, jet_eta[j], jet_pT[j]);
else jet_scalefactor = csv_calib_l.eval_auto_bounds("down", BTagEntry::FLAV_UDSG, jet_eta[j], jet_pT[j]);
}
eventWeight=eventWeight*jet_scalefactor;
//std::cout<< jet_flavor[j] << " "<<jet_btagCMVA[j] << " "<< jet_btagDeepCSVb[j]+jet_btagDeepCSVbb[j] << " "<<jet_btag_cut<<" "<<jet_btagCMVAMSF[j]<< " " <<jet_scalefactor<<std::endl;
//if (sigmabTagUnc_string=="bTagp1") eventWeight=eventWeight*(jet_btagCMVAMSFUp[j]);
//if (sigmabTagUnc_string=="bTagm1") eventWeight=eventWeight*(jet_btagCMVAMSFDown[j]);
//if (sigmabTagUnc_string!="bTagm1" && sigmabTagUnc_string!="bTagp1" ) eventWeight=eventWeight*jet_btagCMVAMSF[j];
//
}
jetList_CentralpT40btag_pTOrder[jet_pT[j]]=j;
if (jet_btagCSV[j]>0) jetList_CentralpT40btag_CSVOrder[jet_btagCSV[j]]=j;
//jetList_CentralpT40btag_CMVAOrder[jet_btagCMVA[j]]=j;
jetList_CentralpT40btag_CMVAOrder[jet_btagDeepCSVb[j]+jet_btagDeepCSVbb[j]]=j;
}
}
}
}
}
//std::cout<<eventWeight << "<--- from SF from shape corr --->"<<btagWeightsCMVAV2<<std::endl;
if(nCbJets>3) {
hSF->Fill(eventWeight);
if(isMC==1){ hWeight->Fill(btagWeightsCMVAV2); }
}
h_nCbJets->Fill(nCbJets, eventWeight);
// Fill jet pT order histograms
std::vector<TH1F*> v_pTOrder_JetpT = {h_pTOrder_JetpT_1, h_pTOrder_JetpT_2, h_pTOrder_JetpT_3, h_pTOrder_JetpT_4, h_pTOrder_JetpT_5};
std::vector<TH1F*> v_pTreg_JetpT = {h_pTreg_JetpT_1, h_pTreg_JetpT_2, h_pTreg_JetpT_3, h_pTreg_JetpT_4, h_pTreg_JetpT_5};
std::vector<TH1F*> v_CSVOrder_JetCSV = {h_CSVOrder_JetCSV_1, h_CSVOrder_JetCSV_2, h_CSVOrder_JetCSV_3, h_CSVOrder_JetCSV_4};
std::vector<TH1F*> v_CMVAOrder_JetCMVA = {h_CMVAOrder_JetCMVA_1, h_CMVAOrder_JetCMVA_2, h_CMVAOrder_JetCMVA_3, h_CMVAOrder_JetCMVA_4};
fillHistogramsFromJetList(jetList_Central_pTOrder, v_pTOrder_JetpT, eventWeight);
fillHistogramsFromJetList(jetList_CentralpT40_CSVOrder, v_CSVOrder_JetCSV, eventWeight);
fillHistogramsFromJetList(jetList_CentralpT40_CSVOrder, v_CMVAOrder_JetCMVA, eventWeight);
// A non-symmetric CSV cut
/*if (jetList_CentralpT40_CSVOrder.size()>=4)
{
if (jet_btagCSV[1highestCSVjet]>0.9)
{
if (jet_btagCSV[2highestCSVjet]>0.8)
{
if (jet_btagCSV[3highestCSVjet]>0.8)
{
// keep event
}
}
}
}*/
if (nCbJets>=3)
{
fillIndexVectorFromJetList(jetList_CentralpT40btag_pTOrder, &jetIndex_CentralpT40btag_pTOrder);
fillIndexVectorFromJetList(jetList_CentralpT40btag_CSVOrder, &jetIndex_CentralpT40btag_CSVOrder);
fillIndexVectorFromJetList(jetList_CentralpT40btag_CMVAOrder, &jetIndex_CentralpT40btag_CMVAOrder);
fillIndexVectorFromJetList(jetList_Central_pTOrder, &jetIndex_Central_pTOrder);
fillIndexVectorFromJetList(jetList_CentralpT40_CSVOrder, &jetIndex_CentralpT40_CSVOrder);
// Perform b-jet regression here
// std::cout<<" === new event with at least 3 central b-tagged pT > 40 jets === "<<std::endl;
// std::cout<<"evt = "<<evt<<std::endl;
for (unsigned int j=0; j<(unsigned int)nJets; ++j) jet_regressed_pT[j]=jet_pT[j];
if (regressionFile!="")
{
for (unsigned int j=0; j<jetIndex_CentralpT40btag_CMVAOrder.size(); ++j)
{
int jetIndex = jetIndex_CentralpT40btag_CMVAOrder.at(j);
this_Jet_pt = jet_pT[jetIndex];
// if (isData!=1) this_Jet_corr = jet_corr[jetIndex];
// else this_Jet_corr = jet_pT[jetIndex]/jet_rawpT[jetIndex];
this_rho = nPVs;
this_Jet_eta = jet_eta[jetIndex];
TLorentzVector jet;
jet.SetPtEtaPhiM(this_Jet_pt, this_Jet_eta, jet_phi[jetIndex], jet_mass[jetIndex]);
this_Jet_mt = jet.Mt();
this_Jet_leadTrackPt = jet_leadTrackPt[jetIndex];
this_Jet_leptonPtRel = jet_leptonPtRel[jetIndex];
this_Jet_leptonPt = jet_leptonPt[jetIndex];
this_Jet_leptonDeltaR = jet_leptonDeltaR[jetIndex];
this_Jet_neHEF = jet_neHEF[jetIndex];//+jet_chHEF[jetIndex];
this_Jet_neEmEF = jet_neEmEF[jetIndex];
this_Jet_chMult = jet_chMult[jetIndex];
this_Jet_vtxPt = jet_vtxPt[jetIndex];
this_Jet_vtxMass = jet_vtxMass[jetIndex];
this_Jet_vtx3dL = jet_vtx3dL[jetIndex];
this_Jet_vtxNtrk = jet_vtxNtrk[jetIndex];
this_Jet_vtx3deL = jet_vtx3deL[jetIndex];
double regressedJetpT=(reader->EvaluateRegression("BDTG method"))[0];
// if( jet_pT[jetIndex]>400 ) jet_regressed_pT[jetIndex] = jet_pT[jetIndex];
jet_regressed_pT[jetIndex]=regressedJetpT;// * jet_pT[jetIndex];
if(jet_pT[jetIndex]<400) hWeightL->Fill( regressedJetpT/jet_pT[jetIndex] );
if(jet_pT[jetIndex]>500) hWeightH->Fill( regressedJetpT/jet_pT[jetIndex] );
if(regressedJetpT>450 && regressedJetpT<500) h_pt_spike->Fill( jet_pT[jetIndex] );
//std::cout<<"Jet pT = "<<this_Jet_pt<<", corr = "<<this_Jet_corr<<", regressed pT = "<<regressedJetpT<<std::endl;
}
}
for (unsigned int j=0; j<jetIndex_CentralpT40btag_CMVAOrder.size(); ++j)
{
int jetIndex = jetIndex_CentralpT40btag_CMVAOrder.at(j);
jetList_Central_pTreg[jet_regressed_pT[jetIndex]]=jetIndex;
}
fillHistogramsFromJetList(jetList_Central_pTreg, v_pTreg_JetpT, eventWeight);
//
// std::cout<<"Writing out the regressed jet pT "<<std::endl;
// for (unsigned int j=0; j<(unsigned int)nJets; ++j) std::cout<<"jet_regressed_pT["<<j<<"]="<<jet_regressed_pT[j]=jet_pT[j]<<std::endl;
// Write out tree
outtree->Fill();
} // nCbJets>=3
if (nCbJets>=4) nCut3+=eventWeight;
jetIndex_CentralpT40btag_pTOrder.clear();
jetIndex_CentralpT40btag_CSVOrder.clear();
jetIndex_CentralpT40btag_CMVAOrder.clear();
jetIndex_Central_pTOrder.clear();
jetIndex_CentralpT40_CSVOrder.clear();
} // vType==-1
} // Trigger
if (i%(nEvents/10)==0) std::cout<<int(i*100./nEvents)+1<<"% of "<<nEvents<<" events have been processed."<<std::endl;
} // Event loop
h_Cuts->Fill(1, nCut0); // Initial
h_Cuts->Fill(3, nCut1); // Trigger
h_Cuts->Fill(5, nCut2); // Vtype
h_Cuts->Fill(7, nCut3); // nCbJets>=4
h_Cuts->Fill(9, nCut4); // HH Candidates
h_Cuts->Fill(11, nCut5); // SR
outtree->Write();
outfile->Close();
std::cout<<"Wrote output file "<<outfilename<<std::endl;
TFile *file=new TFile(inputfilename.c_str());
TH1F *h_Count=(TH1F*)file->Get("Count");
double nInitial=h_Count->GetBinContent(1);
std::string histfilename="Histograms_Preselected_"+sample+".root";
TFile *tFile=new TFile(histfilename.c_str(), "RECREATE");
h_Count->Write();
h_nCbJets->Write();
h_pTOrder_JetpT_1->Write();
h_pTOrder_JetpT_2->Write();
h_pTOrder_JetpT_3->Write();
h_pTOrder_JetpT_4->Write();
h_pTOrder_JetpT_5->Write();
h_pTreg_JetpT_1->Write();
h_pTreg_JetpT_2->Write();
h_pTreg_JetpT_3->Write();
h_pTreg_JetpT_4->Write();
h_pTreg_JetpT_5->Write();
h_CSVOrder_JetCSV_1->Write();
h_CSVOrder_JetCSV_2->Write();
h_CSVOrder_JetCSV_3->Write();
h_CSVOrder_JetCSV_4->Write();
h_CMVAOrder_JetCMVA_1->Write();
h_CMVAOrder_JetCMVA_2->Write();
h_CMVAOrder_JetCMVA_3->Write();
h_CMVAOrder_JetCMVA_4->Write();
hSF->Write();
if(isMC==1){ hWeight->Write(); }
hWeightH->Write(); hWeightL->Write(); h_pt_spike->Write();
h_GenX_mass->Write();
h_dR_genHbb->Write();
h_MET->Write();
h_MET_phi->Write();
h_Cuts->Write();
tFile->Write();
tFile->Close();
std::cout<<"Wrote output file "<<histfilename<<std::endl;
std::cout<<"=== Cut Efficiencies === "<<std::endl;
if (isData==0) std::cout<<"Initial number of events = "<<nInitial<<std::endl;
std::cout<<"Number of events at the end of step 2 = "<<nCut0<<std::endl;
std::cout<<"Number of events after trigger = "<<nCut1<< " "<<(double) nCut1/nInitial<<std::endl;
std::cout<<"Number of events after Vtype==-1 = "<<nCut2<<std::endl;
std::cout<<"Number of events after nCbJets>=4 = "<<nCut3<<std::endl;
std::cout<<"Number of events after finding HH candidate (btag && pT>40 GeV && |eta|<2.4) = "<<nCut4<<std::endl;
std::cout<<"Number of events after finding X = "<<nCut5<<", eff. = "<<nCut5/nInitial<<std::endl;
std::cout<<"========================"<<std::endl;
std::cout<<"=== Trigger Report === "<<std::endl;
std::cout<<"trigger_HLT_BIT_HLT_DoubleJet90_Double30_TripleBTagCSV_p087_v = "<<nTrig1/(nTrig1+nTrig12+nTrig2)*100.<<"%"<<std::endl;
std::cout<<"trigger_HLT_BIT_HLT_DoubleJet90_Double30_TripleBTagCSV_p087_v && trigger_HLT_BIT_HLT_QuadJet45_TripleBTagCSV_p087_v = "<<nTrig12/(nTrig1+nTrig12+nTrig2)*100.<<"%"<<std::endl;
std::cout<<"trigger_HLT_BIT_HLT_QuadJet45_TripleBTagCSV_p087_v = "<<nTrig2/(nTrig1+nTrig12+nTrig2)*100.<<"%"<<std::endl;
delete h_Count;
delete h_nCbJets;
delete h_pTOrder_JetpT_1;
delete h_pTOrder_JetpT_2;
delete h_pTOrder_JetpT_3;
delete h_pTOrder_JetpT_4;
delete h_pTOrder_JetpT_5;
delete h_pTreg_JetpT_1;
delete h_pTreg_JetpT_2;
delete h_pTreg_JetpT_3;
delete h_pTreg_JetpT_4;
delete h_pTreg_JetpT_5;
delete h_CSVOrder_JetCSV_1;
delete h_CSVOrder_JetCSV_2;
delete h_CSVOrder_JetCSV_3;
delete h_CSVOrder_JetCSV_4;
delete h_GenX_mass;
delete h_dR_genHbb;
delete h_MET;
delete h_MET_phi;
delete h_Cuts;
}