Exemplo n.º 1
0
int writetree_pp(char *ksp = "ppJet40"){

  timer.Start();
  LoadLib();

 
  TString inname="";
  if(strcmp(ksp,"ppJet40")==0)inname = "/hadoop/store/user/belt/hiForest2/PP2013_HiForest_PromptReco_JSon_Jet40Jet60_ppTrack_forestv84.root";
  else if(strcmp(ksp,"ppJet80")==0)inname = "/hadoop/store/user/belt/hiForest2/PP2013_HiForest_PromptReco_JsonPP_Jet80_PPReco_forestv82.root";
    
  //! Load Lib
  //gSystem->Load("/afs/cern.ch/user/p/pawan/scratch0/CMSSW_6_2_0/src/work/pPb/HiForest/V3/hiForest_h.so");
    
  //! Define the input file and HiForest
  //! CMSSW_5_3_3
  HiForest *c = new HiForest(inname,Form("Forest%s",ksp),cPP);
  cout<<"Loaded the hiforest tree : "<<c->GetName()<<endl;
  ShutoffBranches(c);
    

  TFile *fout = new TFile(Form("ntuple_2013_%s_v2.root",ksp),"RECREATE");
    
  std::cout<<"\t"<<std::endl;
  std::cout<<"\t"<<std::endl;
  std::cout<<"**************************************************** "<<std::endl;
  std::cout<<Form("Running for %s ",ksp)<<std::endl;
  std::cout<<Form("pT  cut for %0.3f ",kptrecocut)<<std::endl;
  std::cout<<Form("eta cut for %0.3f ",ketacut)<<std::endl;
  std::cout<<"My hiForest Tree : " <<c->GetName()<<"\t Entries "<<c->GetEntries()<<std::endl;
  std::cout<<"Output file  "<<fout->GetName()<<std::endl;
  std::cout<<"**************************************************** "<<std::endl;
  std::cout<<"\t"<<std::endl;
  std::cout<<"\t"<<std::endl;
    
  //! shut off jet trees
  //c->hasAk2CaloJetTree=0;
  //c->hasAk4CaloJetTree=0;
  //c->hasAk3CaloJetTree=0;
  //c->hasAk5CaloJetTree=0;
    
  c->hasAkPu2CaloJetTree=0;
  c->hasAkPu4CaloJetTree=0;
  c->hasAkPu3CaloJetTree=0;
  //c->hasAkPu5CaloJetTree=0;
    
  //c->hasAk2PFJetTree=0;
  //c->hasAk4PFJetTree=0;
  //c->hasAk5PFJetTree=0;
    
  //c->hasAkPu2PFJetTree=0;
  //c->hasAkPu4PFJetTree=0;
  //c->hasAkPu5PFJetTree=0;
    
  c->hasTrackTree=0;
    
  //! For jets
  //Jets *mJets2 = 0;
  Jets *mJets3 = 0;
  Jets *mJets4 = 0;
  Long64_t nentries = c->GetEntries();
  std::cout<<Form("# of entries in TTree for %s : ",ksp)<<nentries<<std::endl;

  //TTree *jetR2Tree = new TTree("jetR2","ak2PF");
  TTree *jetR3Tree = new TTree("jetR3","ak3PF");
  TTree *jetR4Tree = new TTree("jetR4","ak4PF");
  TTree *evtTree = new TTree("evt","evt");

  // declare the event variables.
  int evt;
  int run;
  float vx;
  float vy;
  float vz;
  int jet40;
  int jet60;
  int jet80;
  int jet100;
  int ntrk;

  // declare the jet variables
  /*
  int nrefe2;
  float pt2[1000];
  float raw2[1000];
  float eta2[1000];
  float phi2[1000];
  float chMax2[1000];
  float trkMax2[1000];
  float chSum2[1000];
  float phSum2[1000];
  float neSum2[1000];
  float trkSum2[1000];
  float phMax2[1000];
  float neMax2[1000];
  */

  int nrefe3;
  float pt3[1000];
  float raw3[1000];
  float eta3[1000];
  float phi3[1000];
  float chMax3[1000];
  float trkMax3[1000];
  float chSum3[1000];
  float phSum3[1000];
  float neSum3[1000];
  float trkSum3[1000];
  float phMax3[1000];
  float neMax3[1000];

  int nrefe4;
  float pt4[1000];
  float raw4[1000];
  float eta4[1000];
  float phi4[1000];
  float chMax4[1000];
  float trkMax4[1000];
  float chSum4[1000];
  float phSum4[1000];
  float neSum4[1000];
  float trkSum4[1000];
  float phMax4[1000];
  float neMax4[1000];
    
  //set the branches in the trees. 
  evtTree->Branch("evt",&evt,"evt/I");
  evtTree->Branch("run",&run,"run/I");
  evtTree->Branch("vx",&vx,"vx/F");
  evtTree->Branch("vy",&vy,"vy/F");
  evtTree->Branch("vz",&vz,"vz/F");
  evtTree->Branch("jet40",&jet40,"jet40/I");
  evtTree->Branch("jet60",&jet60,"jet60/I");
  evtTree->Branch("jet80",&jet80,"jet80/I");
  evtTree->Branch("jet100",&jet100,"jet100/I");
  evtTree->Branch("ntrk",&ntrk,"ntrk/I");
  /*
  jetR2Tree->Branch("nrefe",&nrefe2,"nrefe/I");
  jetR2Tree->Branch("pt",&pt2,"pt[nrefe]/F");
  jetR2Tree->Branch("raw",&raw2,"raw[nrefe]/F");
  jetR2Tree->Branch("eta",&eta2,"eta[nrefe]/F");
  jetR2Tree->Branch("phi",&phi2,"phi[nrefe]/F");
  jetR2Tree->Branch("chMax",&chMax2,"chMax[nrefe]/F");
  jetR2Tree->Branch("trkMax",&trkMax2,"trkMax[nrefe]/F");
  jetR2Tree->Branch("phMax",&phMax2,"phMax[nrefe]/F");
  jetR2Tree->Branch("neMax",&neMax2,"neMax[nrefe]/F");
  jetR2Tree->Branch("chSum",&chSum2,"chSum[nrefe]/F");
  jetR2Tree->Branch("phSum",&phSum2,"phSum[nrefe]/F");
  jetR2Tree->Branch("neSum",&neSum2,"neSum[nrefe]/F");
  jetR2Tree->Branch("trkSum",&trkSum2,"trkSum[nrefe]/F");
  */
  jetR3Tree->Branch("nrefe",&nrefe3,"nrefe/I");
  jetR3Tree->Branch("pt",&pt3,"pt[nrefe]/F");
  jetR3Tree->Branch("raw",&raw3,"raw[nrefe]/F");
  jetR3Tree->Branch("eta",&eta3,"eta[nrefe]/F");
  jetR3Tree->Branch("phi",&phi3,"phi[nrefe]/F");
  jetR3Tree->Branch("chMax",&chMax3,"chMax[nrefe]/F");
  jetR3Tree->Branch("trkMax",&trkMax3,"trkMax[nrefe]/F");
  jetR3Tree->Branch("phMax",&phMax3,"phMax[nrefe]/F");
  jetR3Tree->Branch("neMax",&neMax3,"neMax[nrefe]/F");
  jetR3Tree->Branch("chSum",&chSum3,"chSum[nrefe]/F");
  jetR3Tree->Branch("phSum",&phSum3,"phSum[nrefe]/F");
  jetR3Tree->Branch("neSum",&neSum3,"neSum[nrefe]/F");
  jetR3Tree->Branch("trkSum",&trkSum3,"trkSum[nrefe]/F");

  jetR4Tree->Branch("nrefe",&nrefe4,"nrefe/I");
  jetR4Tree->Branch("pt",&pt4,"pt[nrefe]/F");
  jetR4Tree->Branch("raw",&raw4,"raw[nrefe]/F");
  jetR4Tree->Branch("eta",&eta4,"eta[nrefe]/F");
  jetR4Tree->Branch("phi",&phi4,"phi[nrefe]/F");
  jetR4Tree->Branch("chMax",&chMax4,"chMax[nrefe]/F");
  jetR4Tree->Branch("trkMax",&trkMax4,"trkMax[nrefe]/F");
  jetR4Tree->Branch("phMax",&phMax4,"phMax[nrefe]/F");
  jetR4Tree->Branch("neMax",&neMax4,"neMax[nrefe]/F");
  jetR4Tree->Branch("chSum",&chSum4,"chSum[nrefe]/F");
  jetR4Tree->Branch("phSum",&phSum4,"phSum[nrefe]/F");
  jetR4Tree->Branch("neSum",&neSum4,"neSum[nrefe]/F");
  jetR4Tree->Branch("trkSum",&trkSum4,"trkSum[nrefe]/F");

     
  for (Long64_t ievt=0; ievt<nentries;ievt++) {//! event loop
  //for (Long64_t ievt=0; ievt<100;ievt++) {//! event loop
    //! load the hiForest event
    c->GetEntry(ievt);

    bool evSel = false;
    evSel = fabs(c->evt.vz)<15. && c->skim.pHBHENoiseFilter  && c->skim.pPAcollisionEventSelectionPA && (c->hlt.HLT_PAJet40_NoJetID_v1 || c->hlt.HLT_PAJet60_NoJetID_v1 || c->hlt.HLT_PAJet80_NoJetID_v1 || c->hlt.HLT_PAJet100_NoJetID_v1);
	
    if(!evSel)continue;
        
   
    run = c->evt.run;
    evt = c->evt.evt;
    vx = c->evt.vx;
    vy = c->evt.vy;
    vz = c->evt.vz;
    jet40  = c->hlt.HLT_PAJet40_NoJetID_v1;
    jet60  = c->hlt.HLT_PAJet60_NoJetID_v1;
    jet80  = c->hlt.HLT_PAJet80_NoJetID_v1;
    jet100 = c->hlt.HLT_PAJet100_NoJetID_v1;
    ntrk = c->evt.hiNtracks;

    if(ievt%10000 == 0) cout<<" ******** Event # "<< ievt <<"\t Run " <<run<<endl;
    /*
    mJets2 = &(c->ak2PF);
    nrefe2 = mJets2->nref;

    for (int i = 0; i<nrefe2; i++) {
      pt2[i]     = mJets2->jtpt[i];
      eta2[i]    = mJets2->jteta[i];
      phi2[i]    = mJets2->jtphi[i];
      raw2[i]    = mJets2->rawpt[i];
      chMax2[i]  = mJets2->chargedMax[i];
      trkMax2[i]  = mJets2->trackMax[i];
      chSum2[i]  = mJets2->chargedSum[i];
      phSum2[i]  = mJets2->photonSum[i];
      neSum2[i]  = mJets2->neutralSum[i];
      trkSum2[i] = mJets2->trackSum[i];
      phSum2[i]  = mJets2->photonMax[i];
      neMax2[i]  = mJets2->neutralMax[i];
    }
    */

    mJets3 = &(c->ak3PF);
    nrefe3 = mJets3->nref;

    for (int i = 0; i<nrefe3; i++) {
      pt3[i]     = mJets3->jtpt[i];
      eta3[i]    = mJets3->jteta[i];
      phi3[i]    = mJets3->jtphi[i];
      raw3[i]    = mJets3->rawpt[i];
      chMax3[i]  = mJets3->chargedMax[i];
      trkMax3[i]  = mJets3->trackMax[i];
      chSum3[i]  = mJets3->chargedSum[i];
      phSum3[i]  = mJets3->photonSum[i];
      neSum3[i]  = mJets3->neutralSum[i];
      trkSum3[i] = mJets3->trackSum[i];
      phSum3[i]  = mJets3->photonMax[i];
      neMax3[i]  = mJets3->neutralMax[i];
    }

    mJets4 = &(c->ak4PF);
    nrefe4 = mJets4->nref;

    for (int i = 0; i<nrefe4; i++) {
      pt4[i]     = mJets4->jtpt[i];
      eta4[i]    = mJets4->jteta[i];
      phi4[i]    = mJets4->jtphi[i];
      raw4[i]    = mJets4->rawpt[i];
      chMax4[i]  = mJets4->chargedMax[i];
      trkMax4[i]  = mJets4->trackMax[i];
      chSum4[i]  = mJets4->chargedSum[i];
      phSum4[i]  = mJets4->photonSum[i];
      neSum4[i]  = mJets4->neutralSum[i];
      trkSum4[i] = mJets4->trackSum[i];
      phSum4[i]  = mJets4->photonMax[i];
      neMax4[i]  = mJets4->neutralMax[i];
    }

    evtTree->Fill();
    //jetR2Tree->Fill();
    jetR3Tree->Fill();
    jetR4Tree->Fill();

  }  

  fout->cd();
  fout->Write();
  fout->Close();
    
  // time out:
  timer.Stop();
  float rtime  = timer.RealTime();
  float ctime  = timer.CpuTime();
    
  cout<<"\t"<<endl;
  cout<<Form("RealTime=%f seconds, CpuTime=%f seconds",rtime,ctime)<<endl;
  cout<<"\t"<<endl;
  cout<<"Good bye : " <<"\t"<<endl;
    
  return 0;

  
  




}
int IndResponse5TeVOnFlyForest(double kPt=30,const char *ksp="ppb",int ifile=0)
{

  timer.Start();

  //! Load Lib
  gSystem->Load("../HiForest_V3/hiForest_h.so");
  
  //! Load the hiforest input root file
  HiForest *c = 0;
  //! Latest
//  if(strcmp(ksp,"ppb")==0)c = new HiForest(Form("/mnt/hadoop/cms/store/user/dgulhan/pPb/HP04/prod13/Hijing_Pythia_pt%.f/HiForest_v72_v01_merged01/pt%.f_prod13_v72_merged_forest_%d.root",kPt,kPt,ifile),"PythiaHijing",cPPb); 
//  if(strcmp(ksp,"ppb")==0)c = new HiForest(Form("/mnt/hadoop/cms/store/user/dgulhan/pPb/HP04/prod16/Hijing_Pythia_pt%.f/HiForest_v77_merged01/pt%.f_HP04_prod16_v77_merged_forest_%d.root",kPt,kPt,ifile),"PythiaHijing",cPPb); 
  if(strcmp(ksp,"ppb")==0)c = new HiForest(Form("/mnt/hadoop/cms/store/user/kjung/pPb_Full_BTagForestMerged/pPb_Full_BTagForest%.f_Fix3output.root", kPt),"PythiaHijing",cPPb);
 // if(strcmp(ksp,"ppb")==0)c = new HiForest(Form("/mnt/hadoop/cms/store/user/dgulhan/pPb/HP04/prod25/HiForest_v85_merged01/pt%.f_HP04_prod25_v85_merged_forest_%d.root", kPt,ifile),"PythiaHijing",cPPb);
// else if(strcmp(ksp,"pbp")==0)c = new HiForest(Form("/mnt/hadoop/cms/store/user/dgulhan/Pbp/HP05/prod24/Hijing_Pythia_pt%.f/HiForest_v84_merged02/pt%.f_HP05_prod24_v84_merged_forest_%d.root",kPt,kPt,ifile),"HijingPythia",cPPb); 
// else if(strcmp(ksp,"pbp")==0)   c = new HiForest(Form("/mnt/hadoop/cms/store/user/kjung/PbpMC/HP06/mergedPthat%.f/PbpJEC_pthat%.f_outputMerged.root",kPt,kPt),"HijingPythia",cPPb);
// else if(strcmp(ksp,"pbp")==0)    c = new HiForest(Form("/mnt/hadoop/cms/store/user/kjung/PbpMC/HP08/MergedFiles/pthat%.foutputMerged.root",kPt),"HijingPythia",cPPb);
 else if(strcmp(ksp,"pbp")==0)    c = new HiForest(Form("/net/hidsk0001/d00/scratch/maoyx/pPb/CMSSW_5_3_8_HI_patch2/src/MNguyen/combinePtHatBins/CorrPbpJet%.f.root",kPt),"HijingPythia",cPPb);
  else {
    c = new HiForest(Form("/mnt/hadoop/cms/store/user/kjung/pPbForest/Signal_Pythia_pt%.f/merged/pt%.f_HP04_prod16_v77_merged_forest_Sum.root",kPt,kPt),"Pythia",cPPb);
//    if(kPt==280)c = new HiForest(Form("/mnt/hadoop/cms/store/user/dgulhan/pPb/HP03/prod10/Signal_Pythia_pt%0.0f/HiForest_v63_v02_merged03/pt%0.0f_HP03_prod09_merged_forest_%d.root",kPt,kPt,ifile),"Pythia",cPPb);
//    else c = new HiForest(Form("/mnt/hadoop/cms/store/user/dgulhan/pPb/HP03/prod10/Signal_Pythia_pt%0.0f/HiForest_v63_merged03/pt%0.0f_HP03_prod09_merged_forest_%d.root",kPt,kPt,ifile),"Pythia",cPPb);
  }
  double xsection=0;
  double xup=0;
  double xsub=0;
  double maxpthat=9999;

  if(kPt==15){
    maxpthat=30;
    xup =5.335e-01;
    xsub=3.378e-02;
  }
  else if(kPt==30){
    maxpthat=50;
    xup =3.378e-02;
    xsub=3.778e-03;
  }
  else if(kPt==50){
    maxpthat=80;
  //  maxpthat=9999;
    xup =3.778e-03;
  //  xsub=0;
    xsub=4.412e-04;
  }
  else if(kPt==80){
    maxpthat=120;
    xup =4.412e-04;
    xsub=6.147e-05;
  }
  else if(kPt==120){
    maxpthat=170;
    xup=6.147e-05;
    xsub=1.018e-05;
  }else if(kPt==170){
    maxpthat=220;
    xup=1.018e-05;
    xsub=2.477e-06;
  }else if(kPt==220){
    maxpthat=280;
    xup =2.477e-06;
    xsub=6.160e-07;
  }else if(kPt==280){
    maxpthat=9999;
    xup =6.160e-07;
    xsub=0;
  }
/*    maxpthat=370;
    xup =6.160e-07;
    xsub=1.088e-07;
    }else if(kPt==370){
    maxpthat=9999;
    xup=1.088e-07; 
    xsub=0;
    }
*/
  xsection = xup-xsub;

  std::cout<<std::endl;
  std::cout<<std::endl;

  
  /*
  const int knj = 25;
  const char *cjets[knj] = {"icPu5",
			    "ak1PF","ak2PF","ak3PF","ak4PF","ak5PF","ak6PF",
			    "akPu1PF","akPu2PF","akPu3PF","akPu4PF","akPu5PF","akPu6PF",			    
			    "ak1Calo","ak2Calo","ak3Calo","ak4Calo","ak5Calo","ak6Calo",
			    "akPu1Calo","akPu2Calo","akPu3Calo","akPu4Calo","akPu5Calo","akPu6Calo"};

  const char *calgo[knj] = {"icPu5",
			    "ak1PF","ak2PF","ak3PF","ak4PF","ak5PF","ak6PF",
			    "akPu1PF","akPu2PF","akPu3PF","akPu4PF","akPu5PF","akPu6PF",			    
			    "ak1Calo","ak2Calo","ak3Calo","ak4Calo","ak5Calo","ak6Calo",
			    "akPu1Calo","akPu2Calo","akPu3Calo","akPu4Calo","akPu5Calo","akPu6Calo"};
  */
  const int knj = 12;
  const char *cjets[knj] = {"ak3PF","ak4PF","ak5PF",
			    "akPu3PF","akPu4PF","akPu5PF",
			    "ak3Calo","ak4Calo","ak5Calo",
			    "akPu3Calo","akPu4Calo","akPu5Calo"};
  const char *calgo[knj] = {"ak3PF","ak4PF","ak5PF",
			    "akPu3PF","akPu4PF","akPu5PF",
			    "ak3Calo","ak4Calo","ak5Calo",
			    "akPu3Calo","akPu4Calo","akPu5Calo"};

  c->hasIcPu5JetTree=0;
  c->hasAk1PFJetTree=0;
  c->hasAk6PFJetTree=0;
  c->hasAkPu1PFJetTree=0;
  c->hasAkPu6PFJetTree=0;
  c->hasAk1CaloJetTree=0;
  c->hasAk6CaloJetTree=0;
  c->hasAkPu1CaloJetTree=0;
  c->hasAkPu6CaloJetTree=0;


  /*
  c->hasMetTree=0;
  c->hasPFTree=0;
  c->hasIcPu5JetTree=0;
  c->hasAkPu2JetTree=0;
  c->hasAkPu3JetTree=0;
  c->hasAkPu4JetTree=0;
  c->hasAkPu2CaloJetTree=0;
  c->hasAkPu3CaloJetTree=0;
  c->hasAkPu4CaloJetTree=0;
  c->hasHltTree=0;
  c->hasTrackTree=0;
  c->hasPixTrackTree=0;
  c->hasSkimTree=0;
  c->hasTowerTree=0;
  c->hasHbheTree=0;
  c->hasEbTree=0;
  c->hasGenpTree=0;
  c->hasGenParticleTree=0;
  c->hasPhotonTree=0;
  */


  //! To get the jet object from hiforest
  Jets *iJet=0;

  std::cout<<"Loaded all tree variables and # of jet algorithms : "<<knj<<std::endl;
  std::cout<<"\t"<<std::endl;


  //! Open a output file for histos
//  TFile *fout = new TFile(Form("Output/Response_%s_HP04_prod25_v85_pT%0.0fGeV_%d.root",ksp,kPt,ifile),"RECREATE");
  TFile *fout = new TFile(Form("Output/Response_%s_HP08_OnFlyForest_JECv17_pT%0.0fGeV.root",ksp,kPt),"RECREATE");


  std::cout<<"\t"<<std::endl;
  std::cout<<"\t"<<std::endl;
  std::cout<<"**************************************************** "<<std::endl;
  std::cout<<Form("Running for %s ",ksp)<<std::endl;
  std::cout<<Form("pT  cut for %0.3f ",kptrecocut)<<std::endl;
  std::cout<<Form("eta cut for %0.3f ",ketacut)<<std::endl;
  std::cout<<"My hiForest TTree : " <<c->GetName()<<std::endl;
  std::cout<<"Output file  "<<fout->GetName()<<std::endl;
  std::cout<<"**************************************************** "<<std::endl;
  std::cout<<"\t"<<std::endl;
  std::cout<<"\t"<<std::endl;


  //! 
  //! Define histograms here
  TH1::SetDefaultSumw2();
  TH2::SetDefaultSumw2();
  TProfile::SetDefaultSumw2();

  ////////////////////////////////////////////////////////////////////////////////////////////////////////
  TH1F *hEvt    = new TH1F("hEvt","# of events ",4,0,4);
  TH1F *hVz     = new TH1F("hVz","# of events ",80,-20,20);
  TH1F *hBin    = new TH1F("hBin","Centrality bin",100,-0.5,100-0.5);
  TH1F *hTotEve = new TH1F("hTotEve","# of events in the skimmed files",4,0,4);

  
  TH1F *hHF       = new TH1F("hHF","HF distribution",500,0,500);
  TH1F *hNTracks  = new TH1F("hNTracks","hiNTracks",500,0,500);
  TH2F *hNTracksHF = new TH2F("hNTracksHF","Ntrack vs HF ",500,0,500,500,0,500);
  TH2F *hBinHF      = new TH2F("hBinHF","HF vs hiBin",100,-0.5,100-0.5,500,0,500);
  TH2F *hBinNTracks = new TH2F("hBinNTracks","HF vs NTracks",100,-0.5,100-0.5,500,0,500);
    TH2F *hNTracksHFplusEta4 = new TH2F("hNTracksHFplusEta4","NTracks vs HFplusEta4",500,0,500, 500, 0., 500);
  
  TH1F *hgenpt_genm [knj][nmult], *hrecopt_genm[knj][nmult], *hrawpt_genm[knj][nmult];
  TH1F *hjeteta  [knj][nmult], *hjetphi[knj][nmult];
  TH2F *hjetpteta[knj][nmult], *hjetptphi[knj][nmult], *hjetetaphi[knj][nmult];

  //! Ratios of the pt distributions
  TProfile *hrecogen[knj][nmult], *hrecoraw[knj][nmult], *hrawgen[knj][nmult];

  //! Resposnse
  TH2F *hrescrpt_genm[knj][nmult], *hresrrpt_genm[knj][nmult], *hresrcrpt_genm[knj][nmult];
  TH2F *hrescreta_genm[knj][nmult], *hresrreta_genm[knj][nmult], *hresrcreta_genm[knj][nmult];

  TH2F *hratiorawrefpt_eta[knj][nmult][2], *hratiocorrrefpt_eta[knj][nmult][2];

  TH2F *hratiocorrrefpt_genm[knj][nmult];
  TH2F *hratiocorrrefpt_lead[knj][nmult], *hratiocorrrefpt_slead[knj][nmult];

    TH2F *hratiocorrrefpt_genhfb[knj][nhfbin];
    TH2F *hratiocorrrefpt_etaptbin[knj][bins];
    TH2F *hratiorawrefpt_etaptbin[knj][bins];

  //! For comparison with data
  TH2F *hJetEnergyScale[knj][nmult];

  TH2F *hpteta[knj][nmult][maxe] ;
  TH2F *hptphi[knj][nmult][maxph] ;

  TH2F *hgenjrecoj[knj][nmult];
  TH1F *hNjets_genm[knj][nmult];
  TH1F *hNevt [knj][nmult];

  //! Background for jets 
  //! (photonSum+neutralSum+chargedSum-rawpt)
  TH2F *hjetptpu_genm[knj][nmult];             //! centrality                                                                       
  TH2F *hjetptpu_etab_genm[knj][nmult][ketar]; //! eta dependence             
  TH1F *hjetbkgd_genm[knj][nmult];
  TH2F *hjetptbkgd_genm[knj][nmult];
  TH2F *hjetptbkgd_etab_genm[knj][nmult][ketar];
  TH2F *hPFFraction_genm[knj][nmult][3];

  //! Efficency histos
  TH1F *hPtAll [knj][nmult], *hPtSel[knj][nmult];
  TH1F *hEtaAll[knj][nmult], *hEtaSel[knj][nmult];
  TH1F *hPhiAll[knj][nmult], *hPhiSel[knj][nmult];

  //! Response vs deltar
  TH1F *hRspVsDeltaR[knj][nmult][25];

  //! DeltaR efficiency                                                                                                                                                              
  TH1F *hDeltaR[knj][nmult];
  TH1F *hDeltaRAll[knj][nmult];
  TH1F *hDeltaRSel[knj][nmult];

    for(int nj=0;nj<knj;nj++){
        
        for(int icen=0;icen<nmult;icen++){
            hNevt [nj][icen] = new TH1F(Form("hNevt%d_%d",nj,icen),Form("# of events cent %d %s",icen,cjets[nj]),40,-40,40);
            
            hNjets_genm [nj][icen] = new TH1F(Form("hNjets_genm%d_%d",nj,icen),Form("# of jets cent %d jets %s",icen,cjets[nj]),200,30,630);
            hgenpt_genm [nj][icen] = new TH1F(Form("hgenpt_genm%d_%d",nj,icen),Form("Gen matched gen p_{T} distribution jet centb %d %s",icen,cjets[nj]),500,0,1000);
            hrecopt_genm[nj][icen] = new TH1F(Form("hrecopt_genm%d_%d",nj,icen),Form("Gen matched reco p_{T} distribution jet centb %d %s",icen,cjets[nj]),500,0,1000);
            hrawpt_genm [nj][icen] = new TH1F(Form("hrawpt_genm%d_%d",nj,icen),Form("Gen matched raw p_{T} distribution jet centb %d %s",icen,cjets[nj]),500,0,1000);
            
            //! Ratios
            hrecogen[nj][icen] = new TProfile(Form("hrecogen%d_%d",nj,icen),Form("reco/gen p_{T} distribution jet centb %d %s",icen,cjets[nj]),500,0,1000);
            hrecoraw[nj][icen] = new TProfile(Form("hrecoraw%d_%d",nj,icen),Form("reco/raw p_{T} distribution jet centb %d %s",icen,cjets[nj]),500,0,1000);
            hrawgen[nj][icen]  = new TProfile(Form("hrawgen%d_%d",nj,icen),Form("raw/gen p_{T} distribution jet centb %d %s",icen,cjets[nj]),500,0,1000);
            
            //! Gen matched
            hrescrpt_genm[nj][icen]= new TH2F(Form("hrescrpt_genm%d_%d",nj,icen),Form("Gen jet:(Reco/Gen) jet p_{T} distribution jet centb %d %s",icen,cjets[nj]),500,0,1000,150,rbinl,rbinh);
            hresrrpt_genm[nj][icen]= new TH2F(Form("hresrrpt_genm%d_%d",nj,icen),Form("Gen jet:(Raw/Gen) jet p_{T}  distribution jet centb %d %s",icen,cjets[nj]),500,0,1000,150,rbinl,rbinh);
            hresrcrpt_genm[nj][icen]= new TH2F(Form("hresrcrpt_genm%d_%d",nj,icen),Form("Reco jet:(Reco/Raw) jet p_{T} distribution jet centb %d %s",icen,cjets[nj]),500,0,1000,150,rbinl,rbinh);
            
            hrescreta_genm[nj][icen]= new TH2F(Form("hrescreta_genm%d_%d",nj,icen),Form("Gen jet:(Reco/Gen) jet p_{T} distribution jet centb %d %s",icen,cjets[nj]),100,-5.0,5.0,150,rbinl,rbinh);
            hresrreta_genm[nj][icen]= new TH2F(Form("hresrreta_genm%d_%d",nj,icen),Form("Gen jet:(Raw/Gen) jet p_{T}  distribution jet centb %d %s",icen,cjets[nj]),100,-5.0,5.0,150,rbinl,rbinh);
            hresrcreta_genm[nj][icen]= new TH2F(Form("hresrcreta_genm%d_%d",nj,icen),Form("Reco jet:(Reco/Raw) jet p_{T} distribution jet centb %d %s",icen,cjets[nj]),100,-5.0,5.0,150,rbinl,rbinh);
            
            hjeteta[nj][icen] = new TH1F(Form("hjeteta%d_%d",nj,icen),Form("jet eta distribution jet centb %d %s",icen,calgo[nj]),100,-5.0,5.0);
            hjetphi[nj][icen] = new TH1F(Form("hjetphi%d_%d",nj,icen),Form("jet phi distribution jet centb %d %s",icen,calgo[nj]),72,-pi,pi);
            
            hjetetaphi[nj][icen] = new TH2F(Form("hjetetaphi%d_%d",nj,icen),Form("jet eta-phi distribution jet centb %d %s",icen,calgo[nj]),100,-5.0,5.0,72,-pi,pi);
            hjetpteta[nj][icen] = new TH2F(Form("hjetpteta%d_%d",nj,icen),Form("jet pt-eta distribution jet centb %d %s",icen,calgo[nj]),500,0,1000,100,-5.0,5.0);
            hjetptphi[nj][icen] = new TH2F(Form("hjetptphi%d_%d",nj,icen),Form("jet pt-phi distribution jet centb %d %s",icen,calgo[nj]),500,0,1000,72,-pi,pi);
            
            
            hratiocorrrefpt_lead[nj][icen]= new TH2F(Form("hratiocorrrefpt_lead%d_%d",nj,icen),Form("Leading jet Reco jet / Gen jet p_{T} (corr.) distribution jet centb %d %s",icen,cjets[nj]),
                                                     500,0,1000,rbins,rbinl,rbinh);
            hratiocorrrefpt_slead[nj][icen]= new TH2F(Form("hratiocorrrefpt_slead%d_%d",nj,icen),Form("sub-Leading jet Reco jet / Gen jet p_{T} (corr.) distribution jet centb %d %s",icen,cjets[nj]),
                                                      500,0,1000,rbins,rbinl,rbinh);
            hratiocorrrefpt_genm[nj][icen]= new TH2F(Form("hratiocorrrefpt_genm%d_%d",nj,icen),Form("Gen matched jet Reco jet / Gen jet p_{T} (corr.) distribution jet centb %d %s",icen,cjets[nj]),
                                                     500,0,1000,rbins,rbinl,rbinh);
            hJetEnergyScale[nj][icen] = new TH2F(Form("hJetEnergyScale%d_%d",nj,icen),Form("hJetEnergyScale%d_%d",nj,icen),500,0,1000,50,-1.00,1.00);
            
            for(int ie=0;ie<2;ie++){
                hratiorawrefpt_eta[nj][icen][ie]= new TH2F(Form("hratiorawrefpt_eta%d_%d_%d",nj,icen,ie),
                                                           Form("Raw jet / Gen jet p_{T} (raw) distribution jet centb %d %s etabin%d",icen,cjets[nj],ie),
                                                           500,0,1000,rbins,rbinl,rbinh);
                hratiocorrrefpt_eta[nj][icen][ie]= new TH2F(Form("hratiocorrrefpt_eta%d_%d_%d",nj,icen,ie),
                                                            Form("Reco jet / Gen jet p_{T} (raw) distribution jet centb %d %s etabin%d",icen,cjets[nj],ie),
                                                            500,0,1000,rbins,rbinl,rbinh);
            }
            
            //hjetptpu_genm[nj][icen] = new TH2F(Form("hjetptpu_genm%d_%d",nj,icen),Form("jet(pt:pu) distribution jet centb %d %s",icen,cjets[nj]),dbins,ptbins_data,100,0,300);
            //for(int ie=0;ie<ketar;ie++){
            // hjetptpu_etab_genm[nj][icen][ie] = new TH2F(Form("hjetptpu_etab_genm%d_%d_%d",nj,icen,ie),Form("jet(pt:pu) distribution jet %s etabin %d cen %d",cjets[nj],icen,ie),
            ///					    dbins,ptbins_data,100,0,300);
            //}
            
            hjetptpu_genm[nj][icen] = new TH2F(Form("hjetptpu_genm%d_%d",nj,icen),Form("jet(pt:pu) distribution jet centb %d %s",icen,cjets[nj]),500,0,1000,100,0,300);
            for(int ie=0;ie<ketar;ie++){
                hjetptpu_etab_genm[nj][icen][ie] = new TH2F(Form("hjetptpu_etab_genm%d_%d_%d",nj,icen,ie),Form("jet(pt:pu) distribution jet %s etabin %d cen %d",cjets[nj],icen,ie),
                                                            500,0,1000,100,0,300);
                hjetptbkgd_etab_genm[nj][icen][ie] = new TH2F(Form("hjetptbkgd_etab_genm%d_%d_%d",nj,icen,ie),Form("jet(pt:bkgd) distribution jet etabin %d centb %d %s",ie,icen,calgo[nj]),500,0,1000,100,0,300);
            }
            hjetbkgd_genm  [nj][icen] = new TH1F(Form("hjetbkgd_genm%d_%d",nj,icen),Form("jet(pu) p_{T} distribution jet centb %d %s",icen,calgo[nj]),100,0,300);
            //hjetptbkgd_genm[nj][icen] = new TH2F(Form("hjetptbkgd_genm%d_%d",nj,icen),Form("jet(pt:bkgd) distribution jet centb %d %s",icen,calgo[nj]),dbins,ptbins_data,100,0,300);
            hjetptbkgd_genm[nj][icen] = new TH2F(Form("hjetptbkgd_genm%d_%d",nj,icen),Form("jet(pt:bkgd) distribution jet centb %d %s",icen,calgo[nj]),500,0,1000,100,0,300);
            //! PF fractions
            for(int ipf=0;ipf<3;ipf++){
                hPFFraction_genm[nj][icen][ipf] = new TH2F(Form("hPFFraction_genm%d_%d_%d",nj,icen,ipf),Form("PF fraction distribution jet centb %d %s %d",icen,calgo[nj],ipf),500,0,1000,15,0,1.5);
            }
            
            
            for(int m=0;m<maxe;m++){
                hpteta[nj][icen][m] = new TH2F(Form("hpteta%d_%d_%d",nj,icen,m),Form("resolution  pt(eta) distribution cent %d jet %s etabin%d",icen,cjets[nj],m),
                                               500,0,1000,rbins,rbinl,rbinh);
            }
            
            for(int m=0;m<maxph;m++){
                hptphi[nj][icen][m] = new TH2F(Form("hptphi%d_%d_%d",nj,icen,m),Form("resolution pt(phi) distribution cent %d jet %s phibin%d",icen,cjets[nj],m),
                                               500,0,1000,rbins,rbinl,rbinh);
            }
            
            hgenjrecoj[nj][icen] =new TH2F(Form("hgenjrecoj%d_%d",nj,icen),Form("gen jet2 : reco jet2 %s cent %d",cjets[nj],icen),500,0.,1000.,500,0.,1000.);
            
            //! efficency histograms
            hPtAll [nj][icen] = new TH1F(Form("hPtAll%d_%d",nj,icen),Form("Denominator pT for algorithm %s cent %d",cjets[nj],icen),40,10,110);
            hEtaAll[nj][icen] = new TH1F(Form("hEtaAll%d_%d",nj,icen),Form("Denominator eta  for algorithm %s cent %d",cjets[nj],icen),100,-5.0,5.0);
            hPhiAll[nj][icen] = new TH1F(Form("hPhiAll%d_%d",nj,icen),Form("Denominator  phi  for algorithm %s cent %d",cjets[nj],icen),20,-pi,pi);
            
            hPtSel [nj][icen] = new TH1F(Form("hPtSel%d_%d",nj,icen),Form("Numerator pT for algorithm %s cent %d",cjets[nj],icen),40,10,110);
            hEtaSel[nj][icen] = new TH1F(Form("hEtaSel%d_%d",nj,icen),Form("Numerator eta  for algorithm %s cent %d",cjets[nj],icen),100,-5.0,5.0);
            hPhiSel[nj][icen] = new TH1F(Form("hPhiSel%d_%d",nj,icen),Form("Numerator  phi  for algorithm %s cent %d",cjets[nj],icen),20,-pi,pi);
            
            hDeltaR[nj][icen]    = new TH1F(Form("hDeltaR%d_%d",nj,icen),Form("#DeltaR for algorithm %s cent %d",cjets[nj],icen),100,0,1);
            hDeltaRAll[nj][icen] = new TH1F(Form("hDeltaRAll%d_%d",nj,icen),Form("#DeltaR (all) for algorithm %s cent %d",cjets[nj],icen),100,0,1);
            hDeltaRSel[nj][icen] = new TH1F(Form("hDeltaRSel%d_%d",nj,icen),Form("#DeltaR (sel) for algorithm %s cent %d",cjets[nj],icen),100,0,1);
            
            for(int ir=0;ir<25;ir++){
                //! Response vs DeltaR
                hRspVsDeltaR[nj][icen][ir] = new TH1F(Form("hRspVsDeltaR%d_%d_%d",nj,icen,ir),Form(" <recopt/refpt> vs. #DeltaR (%d) algorithm %s cent %d",ir,cjets[nj],icen),rbins,rbinl,rbinh);
            }
        }//! icen
        //for eta clsoure in different jet pt bins
        for(int ipt=0;ipt<bins;ipt++){
            hratiocorrrefpt_etaptbin[nj][ipt]= new TH2F(Form("hratiocorrrefpt_etaptbin%d_%d",nj,ipt),Form("Gen matched jet Reco jet / Gen jet p_{T} (corr.) distribution jet vs eta in pt bin %d %s",ipt,cjets[nj]),
                                                  100,-5.0,5.0,rbins,rbinl,rbinh);
            hratiorawrefpt_etaptbin[nj][ipt]= new TH2F(Form("hratiorawrefpt_etaptbin%d_%d",nj,ipt),Form("Gen matched jet Reco jet RawPt/ Gen jet p_{T} (corr.) distribution jet vs eta in pt bin %d %s",ipt,cjets[nj]),
                                                  100,-5.0,5.0,rbins,rbinl,rbinh); 
        }
        //for different HFplusEta4 bins
        for(int ihf=0;ihf<nhfbin;ihf++){
            hratiocorrrefpt_genhfb[nj][ihf]= new TH2F(Form("hratiocorrrefpt_genhfbin%d_%d",nj,ihf),Form("Gen matched jet Reco jet / Gen jet p_{T} (corr.) distribution jet hiHF bin %d %s",ihf,cjets[nj]),
                                                      500,0,1000,rbins,rbinl,rbinh);
        }
        
    }//! nj
  std::cout<<"Initialized the histograms " <<std::endl;
  ///////////////////////////////////////////////////////////////////////////////////////// 


  //! Centrality reweighting function

  //! vertex z reweighting




  Long64_t nentries = c->GetEntries();
  std::cout<<Form("# of entries in TTree for %s : ",ksp)<<nentries<<std::endl;
  std::cout<<std::endl;
  hEvt->Fill(2,nentries);

  //! weight  for the merging of the samples for different pT hat bins
  Float_t wxs = xsection/(nentries/100000.);
  
  Int_t iEvent=0; 
  for (Long64_t ievt=0; ievt<nentries;ievt++) {//! event loop
    //for (Long64_t ievt=0; ievt<5000;ievt++) {//! event loop
    //! load the hiForest event
    c->GetEntry(ievt);
/*
    int hiBin       = c->evt.hiBin;
    float vz        = c->evt.vz;
    float hiHF      = c->evt.hiHF;
    int ntracks     = c->evt.hiNtracks;
    float HFplusEta = c->evt.hiHFplusEta4;
    float HFminusEta = c->evt.hiHFminusEta4 ; 
    float HFplusEta4 = HFplusEta+HFminusEta;
    //! testing
    //if(hiBin>4 && strcmp(ksp,"pbpb")==0)continue;

    //! apply vertex cut
    if(fabs(vz)>kVzcut)continue;


    //! Centrality bin
    if(hiBin<0 || hiBin>100)continue;
    int multb=GetMultBin(ntracks);
    int hiHFb=GetHFplusEta4Bin(HFplusEta4);  
*/      
    double wcen=1;
    double wvz=1;
    int multb=0;
    int hiHFb=0;
    //wxs=1;
    if(strcmp(ksp,"pbp")==0)multb=0;
  
    if(ievt%10000==0)std::cout<<" ********** Event # " <<ievt<<std::endl;
    //std::cout<<" ********** Event # " <<ievt<<"\t vz : "<<vz<<"\t hiBin : "<<hiBin<<"\t wxs : "<<wxs<<std::endl;


/*    //! Centrality from 0-100% 
    if(multb==-1 || multb==nmult)continue;
    if(hiHFb==-1 || hiHFb==nhfbin)continue;
*/
    int istat=0;
    for(int nj=0;nj<knj;nj++){ //! loop over different jet algorithms
      

      if(nj==0)iJet = &(c->ak3PF);
      else if(nj==1)iJet = &(c->ak4PF);
      else if(nj==2)iJet = &(c->ak5PF);

      else if(nj==3)iJet = &(c->akPu3PF);
      else if(nj==4)iJet = &(c->akPu4PF);
      else if(nj==5)iJet = &(c->akPu5PF);

      else if(nj==6)iJet = &(c->ak3Calo);
      else if(nj==7)iJet = &(c->ak4Calo);
      else if(nj==8)iJet = &(c->ak5Calo);

      else if(nj==9)iJet = &(c->akPu3Calo);
      else if(nj==10)iJet = &(c->akPu4Calo);
      else if(nj==11)iJet = &(c->akPu5Calo);


      //! xsec-weight
      double pthat = iJet->pthat;
      if(pthat > maxpthat)continue;
      istat=1;
      
      //std::cout<<"\t Jet Algorithm : "<<cjets[nj]<<"\t # of Jets  : "<<iJet->nref<<"\t pthat : "<<pthat<<std::endl;
      if(nj==0)hTotEve->Fill(1); //! akPu3PF      


/*      int *ljet = new int[3];
      FindLeadSubLeadJets(iJet,ljet);
      if(ljet[0]>=0){
	hratiocorrrefpt_lead[nj][multb]->Fill(iJet->refpt[ljet[0]],iJet->jtpt[ljet[0]]/iJet->refpt[ljet[0]],wxs*wcen*wvz);
	hratiocorrrefpt_lead[nj][nmult-1]->Fill(iJet->refpt[ljet[0]],iJet->jtpt[ljet[0]]/iJet->refpt[ljet[0]],wxs*wcen*wvz);
      }
      if(ljet[1]>=0){
	hratiocorrrefpt_slead[nj][multb]->Fill(iJet->refpt[ljet[1]],iJet->jtpt[ljet[1]]/iJet->refpt[ljet[1]],wxs*wcen*wvz);
	hratiocorrrefpt_slead[nj][nmult-1]->Fill(iJet->refpt[ljet[1]],iJet->jtpt[ljet[1]]/iJet->refpt[ljet[1]],wxs*wcen*wvz);
      }

      //! Jet energy scale comparison with data
      if(ljet[0]>=0 && ljet[1]>=0 && iJet->jtpt[ljet[0]]>50. && iJet->jtpt[ljet[1]]>50.){//! atleas a dijet
        int mstat=1;
        double ptdij = (iJet->jtpt[ljet[0]] + iJet->jtpt[ljet[1]])/2.;
        if(ljet[2]>=0){
          //if(iJet->jtpt[ljet[2]]/ptdij > 0.2)mstat=0;
	  mstat=0;
        }
        if(mstat){
          double B=-9999;
          double rn1 = gRandom->Rndm();
          double rn2 = gRandom->Rndm();
          if(rn1 > rn2){
            B = (iJet->jtpt[ljet[0]] - iJet->jtpt[ljet[1]])/(iJet->jtpt[ljet[0]] + iJet->jtpt[ljet[1]]);
          }else{
            B = (iJet->jtpt[ljet[1]] - iJet->jtpt[ljet[0]])/(iJet->jtpt[ljet[1]] + iJet->jtpt[ljet[0]]);
          }
          hJetEnergyScale[nj][multb]->Fill(ptdij,B);
          hJetEnergyScale[nj][nmult-1]->Fill(ptdij,B);
	}
      }
*/
      //! Gen matched jets
      for(int igen=0; igen<iJet->nref; igen++){
	if( iJet->subid[igen] != 0) continue;
	int gj = igen;
	
	float rawpt   = iJet->rawpt[gj];
	float refpt   = iJet->refpt[gj];
	float refeta  = iJet->refeta[gj];
	float refphi  = iJet->refphi[gj];
//	float recopt  = iJet->jtpt[gj];
	float recopt  = iJet->corrpt[gj];
	float recoeta = iJet->jteta[gj];
	float delr    = iJet->refdrjt[gj];
          
       if(rawpt <15.) continue ;
     //  if(recopt<30.) continue ;
	if(fabs(refeta)<ketacut && refpt>10){
          //! Denominator for matching efficiency
	  hPtAll [nj][multb]->Fill(refpt,wxs*wcen*wvz);
          hEtaAll[nj][multb]->Fill(refeta,wxs*wcen*wvz);
          hPhiAll[nj][multb]->Fill(refphi,wxs*wcen*wvz);
	  
	  hPtAll [nj][nmult-1]->Fill(refpt,wxs*wcen*wvz);
          hEtaAll[nj][nmult-1]->Fill(refeta,wxs*wcen*wvz);
          hPhiAll[nj][nmult-1]->Fill(refphi,wxs*wcen*wvz);
	  
	  //! DeltaR efficiency
	  hDeltaR[nj][multb]->Fill(delr,wxs*wcen*wvz);
	  hDeltaR[nj][nmult-1]->Fill(delr,wxs*wcen*wvz);
	  for (int idrmax=0;idrmax<100;idrmax++) {
	    float drmax = idrmax*0.01+0.005;
	    hDeltaRAll[nj][multb]->Fill(drmax,wxs*wcen*wvz);
	    hDeltaRAll[nj][nmult-1]->Fill(drmax,wxs*wcen*wvz);
	    if (delr<drmax){
	      hDeltaRSel[nj][multb]->Fill(drmax,wxs*wcen*wvz);
	      hDeltaRSel[nj][nmult-1]->Fill(drmax,wxs*wcen*wvz);
	    }
	  }
        }

	
	if(recopt<kptrecocut || refpt<kptgencut || refpt==0 || fabs(recoeta)>ketacut || fabs(delr)>kdRcut)continue;

        if(fabs(refeta)<ketacut && refpt>10){
          //! Numerator for matching efficiency
          hPtSel [nj][multb]->Fill(refpt,wxs*wcen*wvz);
          hEtaSel[nj][multb]->Fill(refeta,wxs*wcen*wvz);
          hPhiSel[nj][multb]->Fill(refphi,wxs*wcen*wvz);

          hPtSel [nj][nmult-1]->Fill(refpt,wxs*wcen*wvz);
          hEtaSel[nj][nmult-1]->Fill(refeta,wxs*wcen*wvz);
          hPhiSel[nj][nmult-1]->Fill(refphi,wxs*wcen*wvz);
        }
	

	//! Response
	for (int idr=0;idr<25;idr++) {
	  double drcut = 0.0+idr*(0.25-0.00)/(25-1);
	  if (delr>drcut) continue;
	  hRspVsDeltaR[nj][multb][idr]->Fill(recopt/refpt,wxs*wcen*wvz);
	  hRspVsDeltaR[nj][nmult-1][idr]->Fill(recopt/refpt,wxs*wcen*wvz);
	}
	

    hratiocorrrefpt_genm[nj][multb]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
	hratiocorrrefpt_genhfb[nj][hiHFb]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
	hrecogen[nj][multb]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
	hrecoraw[nj][multb]->Fill(recopt,recopt/rawpt,wxs*wcen*wvz);
        hrawgen [nj][multb]->Fill(refpt,rawpt/refpt,wxs*wcen*wvz);
	hgenjrecoj [nj][multb]->Fill(refpt,recopt,wxs*wcen*wvz);


	hratiocorrrefpt_genm[nj][nmult-1]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
        hratiocorrrefpt_genhfb[nj][nhfbin-1]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
        hratiocorrrefpt_genhfb[nj][nhfbin-2]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
	hrecogen[nj][nmult-1]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
	hrecoraw[nj][nmult-1]->Fill(recopt,recopt/rawpt,wxs*wcen*wvz);
        hrawgen [nj][nmult-1]->Fill(refpt,rawpt/refpt,wxs*wcen*wvz);
	hgenjrecoj [nj][nmult-1]->Fill(refpt,recopt,wxs*wcen*wvz);

	int ieta=-1;
	if(fabs(recoeta)<1.3)ieta=0; //! barrel region
	else ieta=1; //! HCAL region

   int ptb=GetPtBin(refpt);
   hratiocorrrefpt_etaptbin[nj][ptb]->Fill(refeta,recopt/refpt,wxs*wcen*wvz);
    hratiorawrefpt_etaptbin[nj][ptb]->Fill(refeta,rawpt/refpt,wxs*wcen*wvz);       
          
	//! Response in eta
	hratiocorrrefpt_eta[nj][multb][ieta]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
	hratiorawrefpt_eta [nj][multb][ieta]->Fill(refpt,rawpt/refpt,wxs*wcen*wvz);
	hratiocorrrefpt_eta[nj][nmult-1][ieta]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
	hratiorawrefpt_eta [nj][nmult-1][ieta]->Fill(refpt,rawpt/refpt,wxs*wcen*wvz);

	hjeteta   [nj][multb]->Fill(iJet->jteta[gj]);
	hjetphi   [nj][multb]->Fill(iJet->jtphi[gj]);
	hjetpteta [nj][multb]->Fill(iJet->jtpt[gj],iJet->jteta[gj]);
	hjetptphi [nj][multb]->Fill(iJet->jtpt[gj],iJet->jtphi[gj]);
	hjetetaphi[nj][multb]->Fill(iJet->jteta[gj],iJet->jtphi[gj]);

	hjeteta   [nj][nmult-1]->Fill(iJet->jteta[gj]);
	hjetphi   [nj][nmult-1]->Fill(iJet->jtphi[gj]);
	hjetpteta [nj][nmult-1]->Fill(iJet->jtpt[gj],iJet->jteta[gj]);
	hjetptphi [nj][nmult-1]->Fill(iJet->jtpt[gj],iJet->jtphi[gj]);
	hjetetaphi[nj][nmult-1]->Fill(iJet->jteta[gj],iJet->jtphi[gj]);



	//! Fill the background pT info for the signal matched jets only
	//! pileup study
	hjetptpu_genm[nj][multb]->Fill(recopt,iJet->jtpu[gj],wxs*wcen*wvz);
	hjetptpu_etab_genm[nj][multb][ieta]->Fill(recopt,iJet->jtpu[gj],wxs*wcen*wvz);

	hjetptpu_genm[nj][nmult-1]->Fill(recopt,iJet->jtpu[gj],wxs*wcen*wvz);
	hjetptpu_etab_genm[nj][nmult-1][ieta]->Fill(recopt,iJet->jtpu[gj],wxs*wcen*wvz);
	
	//! Jet bkgd estimation
	//! (photonSum+neutralSum+chargedSum-rawpt)
	double jbkgd  = (iJet->photonSum[gj]+iJet->neutralSum[gj]+iJet->chargedSum[gj]) - rawpt;
	hjetbkgd_genm  [nj][multb]->Fill(jbkgd,wxs*wcen*wvz);
	hjetptbkgd_genm[nj][multb]->Fill(recopt,jbkgd,wxs*wcen*wvz);
	hjetptbkgd_etab_genm[nj][multb][ieta]->Fill(recopt,jbkgd,wxs*wcen*wvz);

	hjetbkgd_genm  [nj][nmult-1]->Fill(jbkgd,wxs*wcen*wvz);
	hjetptbkgd_genm[nj][nmult-1]->Fill(recopt,jbkgd,wxs*wcen*wvz);
	hjetptbkgd_etab_genm[nj][nmult-1][ieta]->Fill(recopt,jbkgd,wxs*wcen*wvz);

	hPFFraction_genm[nj][multb][0]->Fill(recopt,iJet->photonSum[gj]/rawpt);
	hPFFraction_genm[nj][multb][1]->Fill(recopt,iJet->neutralSum[gj]/rawpt);
	hPFFraction_genm[nj][multb][2]->Fill(recopt,iJet->chargedSum[gj]/rawpt);

	hPFFraction_genm[nj][nmult-1][0]->Fill(recopt,iJet->photonSum[gj]/rawpt);
	hPFFraction_genm[nj][nmult-1][1]->Fill(recopt,iJet->neutralSum[gj]/rawpt);
	hPFFraction_genm[nj][nmult-1][2]->Fill(recopt,iJet->chargedSum[gj]/rawpt);
	
	hNjets_genm [nj][multb]->Fill(refpt);
	hgenpt_genm [nj][multb]->Fill(refpt,wxs*wcen*wvz);
	hrecopt_genm[nj][multb]->Fill(recopt,wxs*wcen*wvz);	  
	hrawpt_genm [nj][multb]->Fill(rawpt,wxs*wcen*wvz);

	hNjets_genm [nj][nmult-1]->Fill(refpt);
	hgenpt_genm [nj][nmult-1]->Fill(refpt,wxs*wcen*wvz);
	hrecopt_genm[nj][nmult-1]->Fill(recopt,wxs*wcen*wvz);	  
	hrawpt_genm [nj][nmult-1]->Fill(rawpt,wxs*wcen*wvz);
	
	//! Very fine bin in ref pt
	hrescrpt_genm[nj][multb]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
	hresrrpt_genm[nj][multb]->Fill(refpt,rawpt/refpt,wxs*wcen*wvz);
	hresrcrpt_genm[nj][multb]->Fill(recopt,recopt/rawpt,wxs*wcen*wvz);

	hrescrpt_genm [nj][nmult-1]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
	hresrrpt_genm [nj][nmult-1]->Fill(refpt,rawpt/refpt,wxs*wcen*wvz);
	hresrcrpt_genm[nj][nmult-1]->Fill(recopt,recopt/rawpt,wxs*wcen*wvz);

	//! Very fine bin in ref eta
	hrescreta_genm[nj][multb]->Fill(refeta,recopt/refpt,wxs*wcen*wvz);
	hresrreta_genm[nj][multb]->Fill(refeta,rawpt/refpt,wxs*wcen*wvz);
	hresrcreta_genm[nj][multb]->Fill(recoeta,recopt/rawpt,wxs*wcen*wvz);

	hrescreta_genm[nj][nmult-1]->Fill(refeta,recopt/refpt,wxs*wcen*wvz);
	hresrreta_genm[nj][nmult-1]->Fill(refeta,rawpt/refpt,wxs*wcen*wvz);
	hresrcreta_genm[nj][nmult-1]->Fill(recoeta,recopt/rawpt,wxs*wcen*wvz);


        //! Response in different eta and phi bins
        int etabin = GetEtaBin(fabs(refeta));
	int phibin = GetPhiBin(refphi);

        //! Response in eta and phi bins
        if(etabin >= 0 && etabin<maxe){
	  hpteta[nj][multb][etabin]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
	  hpteta[nj][nmult-1][etabin]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
	}
        if(phibin >= 0 && phibin<maxph){
	  hptphi[nj][multb][phibin]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
	  hptphi[nj][nmult-1][phibin]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
	}
      }//! igen loop
/*      hNevt[nj][multb]->Fill(vz,wxs*wcen*wvz);
      hNevt[nj][nmult-1]->Fill(vz,wxs*wcen*wvz);
*/
   //   delete [] ljet;
    }//! nj jet loop

/*    if(istat){
      hBin->Fill(hiBin,wxs*wcen*wvz);
      hVz->Fill(vz,wxs*wcen*wvz);
      hHF->Fill(hiHF,wxs*wcen*wvz);

      hNTracks->Fill(ntracks,wxs*wcen*wvz);
      hNTracksHF->Fill(ntracks,hiHF,wxs*wcen*wvz);
      hBinHF->Fill(hiBin,hiHF,wxs*wcen*wvz);
      hBinNTracks->Fill(hiBin,ntracks,wxs*wcen*wvz);
      hNTracksHFplusEta4->Fill(ntracks,HFplusEta4,wxs*wcen*wvz);
      iEvent++;
    }
*/ //   std::cout<<"Completed event #  "<<ievt<<std::endl; 
  }//! event loop ends
  
  std::cout<<std::endl;
  std::cout<<std::endl;
  std::cout<<std::endl;

//  std::cout<<"Events which passed the pT hat cut : "<<hTotEve->Integral()<<" out of  : "<<hEvt->Integral()
//	   <<" efficiency of all the cuts : " <<hTotEve->Integral()/hEvt->Integral()<<std::endl;
  std::cout<<std::endl;


  for(int nj=0;nj<knj;nj++){
    std::cout<<"# of Events for : "<<cjets[nj]<<"\t"<<hNevt[nj][nmult-1]->Integral()<<"\t # of Jets : "<<hNjets_genm[nj][nmult-1]->Integral()<<std::endl;
  }

  //! Write to output file
  fout->cd();
  fout->Write();
  fout->Close();


  //! Check
  timer.Stop();
  double rtime  = timer.RealTime();
  double ctime  = timer.CpuTime();

  std::cout<<std::endl;
  std::cout<<Form("RealTime=%f seconds, CpuTime=%f seconds",rtime,ctime)<<std::endl;
  std::cout<<std::endl;
  std::cout<<"Good bye : " <<"\t"<<std::endl;
  return 1;
}
Exemplo n.º 3
0
int writentuple(char *ksp="ppJet40")
{

  timer.Start();

  LoadLib();

  TString inname="";
  if(strcmp(ksp,"ppJet40")==0)inname = "root://eoscms//eos/cms/store/group/phys_heavyions/yjlee/pp2013/promptReco/PP2013_HiForest_PromptReco_JSon_Jet40Jet60_ppTrack_forestv84.root";
  else if(strcmp(ksp,"ppJet80")==0)inname = "root://eoscms//eos/cms/store/caf/user/yjlee/pp2013/promptReco/PP2013_HiForest_PromptReco_JsonPP_Jet80_PPReco_forestv82.root";

  //! Load Lib
  //gSystem->Load("/afs/cern.ch/user/p/pawan/scratch0/CMSSW_6_2_0/src/work/pPb/HiForest/V3/hiForest_h.so");

  //! Define the input file and HiForest
  //! CMSSW_5_3_3
  HiForest *c = new HiForest(inname,Form("Forest%s",ksp),cPP);
  cout<<"Loaded the hiforest tree : "<<c->GetName()<<endl;
  ShutoffBranches(c);

  //! Output file
  //! HIHighPt
  TFile *fout = new TFile(Form("ntuple_2013_%s.root",ksp),"RECREATE");  

  std::cout<<"\t"<<std::endl;
  std::cout<<"\t"<<std::endl;
  std::cout<<"**************************************************** "<<std::endl;
  std::cout<<Form("Running for %s ",ksp)<<std::endl;
  std::cout<<Form("pT  cut for %0.3f ",kptrecocut)<<std::endl;
  std::cout<<Form("eta cut for %0.3f ",ketacut)<<std::endl;
  std::cout<<"My hiForest Tree : " <<c->GetName()<<"\t Entries "<<c->GetEntries()<<std::endl;
  std::cout<<"Output file  "<<fout->GetName()<<std::endl;
  std::cout<<"**************************************************** "<<std::endl;
  std::cout<<"\t"<<std::endl;
  std::cout<<"\t"<<std::endl;

  //! shut off jet trees
  c->hasAk2CaloJetTree=0;
  c->hasAk4CaloJetTree=0;
  c->hasAk3CaloJetTree=0;
  c->hasAk5CaloJetTree=0;

  c->hasAkPu2CaloJetTree=0;
  c->hasAkPu4CaloJetTree=0;
  c->hasAkPu3CaloJetTree=0;
  c->hasAkPu5CaloJetTree=0;

  c->hasAk2PFJetTree=0;
  c->hasAk4PFJetTree=0;
  c->hasAk5PFJetTree=0;

  c->hasAkPu2PFJetTree=0;
  c->hasAkPu4PFJetTree=0;
  c->hasAkPu5PFJetTree=0;

  c->hasTrackTree=0;

  //! For jets
  Jets *mJets=0;
  Long64_t nentries = c->GetEntries();
  std::cout<<Form("# of entries in TTree for %s : ",ksp)<<nentries<<std::endl;

  string jetVars = "";
  jetVars += "evt:run:vz:trig:jet40:jet60:jet80:jet100:ntrk:pt1:raw1:eta1:phi1:chMax1:chSum1:phSum1:neSum1:pt2:raw2:eta2:phi2:chMax2:chSum2:phSum2:neSum2:pt3:raw3:eta3:phi3:chMax3:chSum3:phSum3:neSum3";
  TNtuple *ntjet=0;
  ntjet = new TNtuple("ntjet","",jetVars.data());

  for (Long64_t ievt=0; ievt<nentries;ievt++) {//! event loop
  //for (Long64_t ievt=0; ievt<100;ievt++) {//! event loop
    //! load the hiForest event
    c->GetEntry(ievt);
    
    //! events with Single vertex
    bool evSel = false;
    float trig=-9;
    if(strcmp(ksp,"ppJet40")==0){
      evSel = fabs(c->evt.vz)<15. && c->skim.pHBHENoiseFilter  && c->skim.pPAcollisionEventSelectionPA && (c->hlt.HLT_PAJet40_NoJetID_v1 || c->hlt.HLT_PAJet60_NoJetID_v1); 
      trig=1;
    }
    else if(strcmp(ksp,"ppJet80")==0){
      evSel = fabs(c->evt.vz)<15. && c->skim.pHBHENoiseFilter  && c->skim.pPAcollisionEventSelectionPA && (c->hlt.HLT_PAJet80_NoJetID_v1 || c->hlt.HLT_PAJet100_NoJetID_v1); 
      trig=2;
    }
    if(!evSel)continue;

    float pt1 = -9, pt2    = -9, pt3    = -9,
      raw1    = -9, raw2   = -9, raw3   = -9,
      eta1    = -9, eta2   = -9, eta3   = -9,
      phi1    = -9, phi2   = -9, phi3   = -9,
      chMax1  = -9, chMax2 = -9, chMax3 = -9,
      chSum1  = -9, chSum2 = -9, chSum3 = -9,
      phSum1  = -9, phSum2 = -9, phSum3 = -9,
      neSum1  = -9, neSum2 = -9, neSum3 = -9;

    
    float run   = c->evt.run;
    float evt   = c->evt.evt;
    float vz    = c->evt.vz;
    
    float jet40  = c->hlt.HLT_PAJet40_NoJetID_v1;
    float jet60  = c->hlt.HLT_PAJet60_NoJetID_v1;
    float jet80  = c->hlt.HLT_PAJet80_NoJetID_v1;
    float jet100 = c->hlt.HLT_PAJet100_NoJetID_v1;
    
    float ntrk    = c->evt.hiNtracks;

    if(ievt%10000==0)std::cout<<" ********** Event # " <<ievt<<"\t Run : "<<run<<std::endl;
    
    mJets = &(c->ak3PF);
    
    int *ljet = new int[3];
    FindLeadSubLeadJets(mJets,ljet);
    
    int jtLead = -1, jtSubLead = -1, jtThird = -1;
    
    if(ljet[0] >=0 ) jtLead    = ljet[0];
    if(ljet[1] >=0 ) jtSubLead = ljet[1];    
    if(ljet[2] >=0 ) jtThird   = ljet[2];    
    
    if(jtLead<0)continue;
    
    if(jtLead > -1){
      pt1     = mJets->jtpt[jtLead];
      eta1    = mJets->jteta[jtLead];
      phi1    = mJets->jtphi[jtLead];
      raw1    = mJets->rawpt[jtLead];
      chMax1  = mJets->chargedMax[jtLead];
      chSum1  = mJets->chargedSum[jtLead];
      phSum1  = mJets->photonSum[jtLead];
      neSum1  = mJets->neutralSum[jtLead];
    }
    
    if(jtSubLead > -1){
      pt2     = mJets->jtpt[jtSubLead];
      eta2    = mJets->jteta[jtSubLead];
      phi2    = mJets->jtphi[jtSubLead];
      raw2    = mJets->rawpt[jtSubLead];
      chMax2  = mJets->chargedMax[jtSubLead];
      chSum2  = mJets->chargedSum[jtSubLead];
      phSum2  = mJets->photonSum [jtSubLead];
      neSum2  = mJets->neutralSum[jtSubLead];
    }
    
    if(jtThird > -1){
      pt3     = mJets->jtpt[jtThird];
      eta3    = mJets->jteta[jtThird];
      phi3    = mJets->jtphi[jtThird];
      raw3    = mJets->rawpt[jtThird];
      chMax3  = mJets->chargedMax[jtThird];
      chSum3  = mJets->chargedSum[jtThird];
      phSum3  = mJets->photonSum [jtThird];
      neSum3  = mJets->neutralSum[jtThird];
    }
    
    float jentry[] = {evt,run,vz,trig,jet40,jet60,jet80,jet100,ntrk,
		       pt1,raw1,eta1,phi1,chMax1,chSum1,phSum1,neSum1,
		       pt2,raw2,eta2,phi2,chMax2,chSum2,phSum2,neSum2,
		       pt3,raw3,eta3,phi3,chMax3,chSum3,phSum3,neSum3
    };
    
    ntjet->Fill(jentry);
    delete [] ljet;
  }//! event loop ends


  //! Write to output file
  fout->cd();
  fout->Write();
  fout->Close();

  //! Check
  timer.Stop();
  float rtime  = timer.RealTime();
  float ctime  = timer.CpuTime();

  std::cout<<"\t"<<std::endl;
  std::cout<<Form("RealTime=%f seconds, CpuTime=%f seconds",rtime,ctime)<<std::endl;
  std::cout<<"\t"<<std::endl;
  std::cout<<"Good bye : " <<"\t"<<std::endl;

  return 0;
}
Exemplo n.º 4
0
int IndResponse(double kPt=80,const char *ksp="pbpb")
{

  timer.Start();

  //! Load Lib
  gSystem->Load("hiForest_h.so");
  
  //! Load the hiforest input root file
  HiForest *c = 0;
  if(strcmp("pp",ksp)==0)c = new HiForest(Form("/net/hisrv0001/home/icali/hadoop/Pythia/Z2/ppDijet_merged/pp276Dijet%0.0f_merged.root",kPt),"pp2012",1,1);
  else  {
    if(kPt==30)c = new HiForest("/d102/yjlee/hiForest2MC/Pythia30_HydjetDrum_mix01_HiForest2_v19.root","pbpb2012",0,1);
    else if(kPt==50)c = new HiForest("/d102/yjlee/hiForest2MC/Pythia50_HydjetDrum_mix01_HiForest2_v19.root","pbpb2012",0,1);
    else if(kPt==80)c = new HiForest("/d102/yjlee/hiForest2MC/Pythia80_HydjetDrum_mix01_HiForest2_v20.root","pbpb2012",0,1);
    else if(kPt==120)c = new HiForest("/d102/yjlee/hiForest2MC/Pythia120_HydjetDrum_mix01_HiForest2_v21_ivan.root","pbpb2012",0,1);
    else if(kPt==170)c = new HiForest("/d102/yjlee/hiForest2MC/Pythia170_HydjetDrum_mix01_HiForest2_v19.root","pbpb2012",0,1);
    else if(kPt==200)c = new HiForest("/d102/yjlee/hiForest2MC/Pythia200_HydjetDrum_mix01_HiForest2_v21_ivan.root","pbpb2012",0,1);
    else if(kPt==250)c = new HiForest("/d102/yjlee/hiForest2MC/Pythia250_HydjetDrum_mix01_HiForest2_v21_ivan.root","pbpb2012",0,1);
    //c = new HiForest(Form("/net/hisrv0001/home/icali/hadoop/Hydjet1.8/Z2/Dijet_merged/Dijet%0.0f_merged.root",kPt),"pbpb2012",0,1);
  }


  double xsection=0;
  double xup=0;
  double xsub=0;
  double maxpthat=9999;
  if(kPt==15){
    maxpthat=30;
    xup=1.566e-01;
    xsub=1.079e-02;
  }
  else if(kPt==30){
    maxpthat=50;
    xup=1.079e-02;
    xsub=1.021e-03;
  }
  else if(kPt==50){
    maxpthat=80;
    xup=1.021e-03;
    xsub=9.913e-05;
  }
  else if(kPt==80){
    maxpthat=120;
    xup=9.913e-05;
    xsub=1.128e-05;
  }
  else if(kPt==120){
    maxpthat=170;
    xup=1.128e-05;
    xsub=1.470e-06;
  }
  else if(kPt==170){
    maxpthat=200;
    xup=1.470e-06;
    xsub=5.310e-07;
  }
  else if(kPt==200){
    maxpthat=250;
    xup=5.310e-07;
    xsub=1.192e-07;
  }
  else if(kPt==250){
    maxpthat=300;
    xup=1.192e-07;
    xsub=3.176e-08;
  }
  else if(kPt==300){
    maxpthat=9999;
    xup=3.176e-08;
    xsub=0;
  }
  xsection = xup-xsub;


  std::cout<<std::endl;
  std::cout<<std::endl;


  //! Don't want to loop over trees which is not used in the analysis
  //! event trees
  //c->hasEvtTree=0;

  //! jet trees
  //! Switch on only the jet trees which you  require
  const char *cjets[7] = {"icPu5","ak2PF","ak3PF","ak4PF","akPu2PF","akPu3PF","akPu4PF"};
  c->SelectJetAlgo(cjets,7);
  

  //! photon tree
  //c->hasPhotonTree=0;


  //! Select only the jet branches which you are going to use
  //! This increases the speed for running over trees with lot of branches.
  //! This is currently for only jet algos and evtTree  uniformly applied to all the 

  //! Event Tree 
  const char *evlist[]={"hiBin","vz","hiHF"};
  const int kevbr = sizeof(evlist)/sizeof(const char *);
  c->SelectBranches("evtTree",evlist,kevbr);

  //! jet Tree algorithms
  const char *jtlist[]={"nref","pthat","rawpt","jtpt","jteta","jtphi","jtpu","refpt","refeta","refphi","refdrjt","refparton_flavor",
			"ngen","gensubid","genmatchindex"
  };
  const int kjtbr = sizeof(jtlist)/sizeof(const char *);
  c->SelectBranches("JetTree",jtlist,kjtbr);

  std::cout<<"Selected the branches of need from evtTree and JetTrees : "<<std::endl;

  //! To get the jet object from hiforest
  Jets *iJet=0;
  const int knj = 7;//c->GetNAlgo(); //! # of jet algorithms in this hiforest 
  std::cout<<"Loaded all tree variables and # of jet algorithms : "<<knj<<std::endl;
  std::cout<<"\t"<<std::endl;

  //! Away-side jet definition
  const char *cdphi="2pi3";
  double kdphicut = 7.*pi/8.;
  if(strcmp(cdphi,"2pi3")==0)kdphicut=2.*pi/3.;
  else if(strcmp(cdphi,"1pi4")==0)kdphicut=1.*pi/4.;

  //! Open a output file for histos
  TFile *fout = new TFile(Form("Output/%s/Response_newHiForest_DJ_%0.0fGeV_%s_%d.root",ksp,kPt,ksp,iYear),"RECREATE");
  //TFile *fout = new TFile(Form("Output/%s/novtxcut/Response_newHiForest_DJ_%0.0fGeV_%s_%d.root",ksp,kPt,ksp,iYear),"RECREATE");
  //TFile *fout = new TFile(Form("test_newHiForest_DJ_%0.0fGeV_%s_%d.root",kPt,ksp,iYear),"RECREATE");

  std::cout<<"\t"<<std::endl;
  std::cout<<"\t"<<std::endl;
  std::cout<<"**************************************************** "<<std::endl;
  std::cout<<Form("Running for %s ",ksp)<<std::endl;
  std::cout<<Form("pT  cut for %0.3f ",kptrecocut)<<std::endl;
  std::cout<<Form("eta cut for %0.3f ",ketacut)<<std::endl;
  std::cout<<"My hiForest TTree : " <<c->GetName()<<std::endl;
  std::cout<<"Output file  "<<fout->GetName()<<std::endl;
  std::cout<<"**************************************************** "<<std::endl;
  std::cout<<"\t"<<std::endl;
  std::cout<<"\t"<<std::endl;


  //! 
  //! Define histograms here
  TH1::SetDefaultSumw2();
  TH2::SetDefaultSumw2();
  TProfile::SetDefaultSumw2();

  ////////////////////////////////////////////////////////////////////////////////////////////////////////
  TH1F *hEvt    = new TH1F("hEvt","# of events ",4,0,4);
  TH1F *hVz     = new TH1F("hVz","# of events ",80,-20,20);
  TH1F *hBin    = new TH1F("hBin","Centrality bin",40,0,40);
  TH1F *hHF     = new TH1F("hHF","Centrality variable from HF",600,0,6000);
  TH1F *hTotEve = new TH1F("hTotEve","# of events in the skimmed files",4,0,4);

  TH1F *hgenpt [knj][ncen], *hrecopt[knj][ncen], *hrawpt[knj][ncen];
  TH1F *hgenptC [knj][ncen], *hrecoptC[knj][ncen], *hrawptC[knj][ncen];
  TH1F *hgeneta[knj][ncen], *hrecoeta[knj][ncen];
  TH1F *hgenphi[knj][ncen], *hrecophi[knj][ncen];

  //! Ratios of the pt distributions
  TProfile *hrecogen[knj][ncen], *hrecoraw[knj][ncen], *hrawgen[knj][ncen], *hrecoraw_ref[knj][ncen];

  //! Resposnse
  TH2F *hcorrptrefpt[knj][ncen], *hrawptrefpt[knj][ncen], *hcorrptrawpt[knj][ncen];
  TH2F *hrescrpt[knj][ncen], *hresrrpt[knj][ncen], *hresrcrpt[knj][ncen];
  TH2F *hratiorawrefpt[knj][ncen], *hratiocorrrefpt[knj][ncen], *hratiocorrrawpt[knj][ncen];
  TH2F *hratiorawrefpt_eta[knj][ncen][2], *hratiocorrrefpt_eta[knj][ncen][2];

  TH2F *hratiocorrrefpt_genm[knj][ncen];
  TH2F *hratiocorrrefpt_lead[knj][ncen], *hratiocorrrefpt_slead[knj][ncen], *hratiocorrrefpt_remain[knj][ncen];
  TH2F *hratiocorrrefpt_pthat[knj][ncen];


  TH2F *hpteta[knj][ncen][maxe], *hptphi[knj][ncen][maxph];

  TH2F *hgenjrecoj[knj][ncen];
  TH2F *hgenjrecoj_pflavor[knj][ncen];

  TH2F *hFracjets[knj][ncen];
  TH2F *hAvjets[knj][ncen];
  TH2F *hMeanPtjets[knj][ncen];
  TH1F *hNjets[knj][ncen];
  TH1F *hNevt [knj][ncen];

  //! Pileup effect study
  TH2F *hjetptpu[knj][ncen];             //! centrality                                                                       
  TH2F *hjetptpu_etab[knj][ncen][ketar]; //! eta dependence             

  //! Efficency histos
  TH1F *hPtAll [knj][ncen], *hPtSel[knj][ncen];
  TH1F *hEtaAll[knj][ncen], *hEtaSel[knj][ncen];
  TH1F *hPhiAll[knj][ncen], *hPhiSel[knj][ncen];

  //! Response vs deltar
  TH1F *hRspVsDeltaR[knj][ncen][25];

  //! DeltaR efficiency                                                                                                                                                              
  TH1F *hDeltaR[knj][ncen];
  TH1F *hDeltaRAll[knj][ncen];
  TH1F *hDeltaRSel[knj][ncen];

  for(int nj=0;nj<knj;nj++){
    //const char *algoname = c->GetAlgoName(nj);
    //char *algoname = cjets[nj];
    //strcpy(algoname,cjets[nj]);

    for(int icen=0;icen<ncen;icen++){
      hFracjets[nj][icen]   = new TH2F(Form("hFracjets%d_%d",nj,icen),Form("Fraction of jets in given pt hat cent %d %s",icen,cjets[nj]),500,0,1000,500,0.,1000.);
      hAvjets[nj][icen]     = new TH2F(Form("hAvjets%d_%d",nj,icen),Form("<#> of jets cent %d %s",icen,cjets[nj]),500,0,1000,30,0,30);
      hMeanPtjets[nj][icen] = new TH2F(Form("hMeanPtjets%d_%d",nj,icen),Form("<pT> of jets cent %d %s",icen,cjets[nj]),500,0,1000,500,0,1000);

      hNjets[nj][icen] = new TH1F(Form("hNjets%d_%d",nj,icen),Form("# of jets cent %d jets %s",icen,cjets[nj]),3,0.0,3.0);
      hNevt [nj][icen] = new TH1F(Form("hNevt%d_%d",nj,icen),Form("# of events cent %d %s",icen,cjets[nj]),40,-40,40);
      hgeneta[nj][icen] = new TH1F(Form("hgeneta%d_%d",nj,icen),Form("gen eta distribution jet centb %d %s",icen,cjets[nj]),60,-3.0,3.0);
      hrecoeta[nj][icen] = new TH1F(Form("hrecoeta%d_%d",nj,icen),Form("reco eta distribution jet centb %d %s",icen,cjets[nj]),60,-3.0,3.0);

      hgenphi[nj][icen] = new TH1F(Form("hgenphi%d_%d",nj,icen),Form("gen phi distribution jet centb %d %s",icen,cjets[nj]),36,-pi,pi);
      hrecophi[nj][icen] = new TH1F(Form("hrecophi%d_%d",nj,icen),Form("reco phi distribution jet centb %d %s",icen,cjets[nj]),36,-pi,pi);

      hgenpt[nj][icen]  = new TH1F(Form("hgenpt%d_%d",nj,icen),Form("gen p_{T} distribution jet centb %d %s",icen,cjets[nj]),500,0,1000);
      hrecopt[nj][icen] = new TH1F(Form("hrecopt%d_%d",nj,icen),Form("reco p_{T} distribution jet centb %d %s",icen,cjets[nj]),500,0,1000);
      hrawpt[nj][icen]  = new TH1F(Form("hrawpt%d_%d",nj,icen),Form("raw p_{T} distribution jet centb %d %s",icen,cjets[nj]),500,0,1000);

      //! with pt bins
      hgenptC[nj][icen]  = new TH1F(Form("hgenptC%d_%d",nj,icen),Form("gen p_{T} distribution jet centb %d %s",icen,cjets[nj]),bins,ptbins);
      hrecoptC[nj][icen] = new TH1F(Form("hrecoptC%d_%d",nj,icen),Form("reco p_{T} distribution jet centb %d %s",icen,cjets[nj]),bins,ptbins);
      hrawptC[nj][icen]  = new TH1F(Form("hrawptC%d_%d",nj,icen),Form("raw p_{T} distribution jet centb %d %s",icen,cjets[nj]),bins,ptbins);

      //! Ratios
      hrecogen[nj][icen] = new TProfile(Form("hrecogen%d_%d",nj,icen),Form("reco/gen p_{T} distribution jet centb %d %s",icen,cjets[nj]),500,0,1000);
      hrecoraw[nj][icen] = new TProfile(Form("hrecoraw%d_%d",nj,icen),Form("reco/raw p_{T} distribution jet centb %d %s",icen,cjets[nj]),500,0,1000);
      hrecoraw_ref[nj][icen]  = new TProfile(Form("hrecoraw_ref%d_%d",nj,icen),Form("reco/raw : ref p_{T} distribution jet centb %d %s",icen,cjets[nj]),500,0,1000);
      hrawgen[nj][icen]  = new TProfile(Form("hrawgen%d_%d",nj,icen),Form("raw/gen p_{T} distribution jet centb %d %s",icen,cjets[nj]),500,0,1000);


      hcorrptrefpt[nj][icen]= new TH2F(Form("hcorrptrefpt%d_%d",nj,icen),Form("Gen jet:Reco jet p_{T} distribution jet centb %d %s",icen,cjets[nj]),500,0,1000,500,0,1000);
      hrawptrefpt[nj][icen]= new TH2F(Form("hrawptrefpt%d_%d",nj,icen),Form("Gen jet:Raw jet p_{T}  distribution jet centb %d %s",icen,cjets[nj]),500,0,1000,500,0,1000);
      hcorrptrawpt[nj][icen]= new TH2F(Form("hcorrptrawpt%d_%d",nj,icen),Form("Reco jet Corr:Raw jet p_{T}  distribution jet centb %d %s",icen,cjets[nj]),500,0,1000,500,0,1000);

      hrescrpt[nj][icen]= new TH2F(Form("hrescrpt%d_%d",nj,icen),Form("Gen jet:(Reco/Gen) jet p_{T} distribution jet centb %d %s",icen,cjets[nj]),500,0,1000,150,rbinl,rbinh);
      hresrrpt[nj][icen]= new TH2F(Form("hresrrpt%d_%d",nj,icen),Form("Gen jet:(Raw/Gen) jet p_{T}  distribution jet centb %d %s",icen,cjets[nj]),500,0,1000,150,rbinl,rbinh);
      hresrcrpt[nj][icen]= new TH2F(Form("hresrcrpt%d_%d",nj,icen),Form("Reco jet:(Reco/Raw) jet p_{T} distribution jet centb %d %s",icen,cjets[nj]),500,0,1000,150,rbinl,rbinh);

      hratiorawrefpt[nj][icen]= new TH2F(Form("hratiorawrefpt%d_%d",nj,icen),Form("Raw jet / Gen jet p_{T} (raw) distribution jet centb %d %s",icen,cjets[nj]),
					 bins,ptbins,rbins,rbinl,rbinh);
      hratiocorrrefpt[nj][icen]= new TH2F(Form("hratiocorrrefpt%d_%d",nj,icen),Form("Reco jet / Gen jet p_{T} (corr.) distribution jet centb %d %s",icen,cjets[nj]),
					  bins,ptbins,rbins,rbinl,rbinh);
      hratiocorrrawpt[nj][icen]= new TH2F(Form("hratiocorrrawpt%d_%d",nj,icen),Form("Correc. jet / Raw jet jet p_{T} distribution jet centb %d %s",icen,cjets[nj]),
                                          bins,ptbins,rbins,rbinl,rbinh);

      hratiocorrrefpt_lead[nj][icen]= new TH2F(Form("hratiocorrrefpt_lead%d_%d",nj,icen),Form("Leading jet Reco jet / Gen jet p_{T} (corr.) distribution jet centb %d %s",icen,cjets[nj]),
                                               bins,ptbins,rbins,rbinl,rbinh);
      hratiocorrrefpt_slead[nj][icen]= new TH2F(Form("hratiocorrrefpt_slead%d_%d",nj,icen),Form("sub-Leading jet Reco jet / Gen jet p_{T} (corr.) distribution jet centb %d %s",icen,cjets[nj]),
                                                bins,ptbins,rbins,rbinl,rbinh);
      hratiocorrrefpt_remain[nj][icen]= new TH2F(Form("hratiocorrrefpt_remain%d_%d",nj,icen),Form("Remaing jet Reco jet / Gen jet p_{T} (corr.) distribution jet centb %d %s",icen,cjets[nj]),
                                                 bins,ptbins,rbins,rbinl,rbinh);
      hratiocorrrefpt_pthat[nj][icen]= new TH2F(Form("hratiocorrrefpt_pthat%d_%d",nj,icen),Form("pT hat jet Reco jet / Gen jet p_{T} (corr.) distribution jet centb %d %s",icen,cjets[nj]),
                                                bins,ptbins,rbins,rbinl,rbinh);
      hratiocorrrefpt_genm[nj][icen]= new TH2F(Form("hratiocorrrefpt_genm%d_%d",nj,icen),Form("Gen matched jet Reco jet / Gen jet p_{T} (corr.) distribution jet centb %d %s",icen,cjets[nj]),
                                               bins,ptbins,rbins,rbinl,rbinh);



      for(int ie=0;ie<2;ie++){
        hratiorawrefpt_eta[nj][icen][ie]= new TH2F(Form("hratiorawrefpt_eta%d_%d_%d",nj,icen,ie),
						   Form("Raw jet / Gen jet p_{T} (raw) distribution jet centb %d %s etabin%d",icen,cjets[nj],ie),
						   bins,ptbins,rbins,rbinl,rbinh);
        hratiocorrrefpt_eta[nj][icen][ie]= new TH2F(Form("hratiocorrrefpt_eta%d_%d_%d",nj,icen,ie),
						    Form("Reco jet / Gen jet p_{T} (raw) distribution jet centb %d %s etabin%d",icen,cjets[nj],ie),
						    bins,ptbins,rbins,rbinl,rbinh);
      }

      hjetptpu[nj][icen] = new TH2F(Form("hjetptpu%d_%d",nj,icen),Form("jet(pt:pu) distribution jet centb %d %s",icen,cjets[nj]),dbins,ptbins_data,100,0,300);
      for(int ie=0;ie<ketar;ie++){
        hjetptpu_etab[nj][icen][ie] = new TH2F(Form("hjetptpu_etab%d_%d_%d",nj,icen,ie),Form("jet(pt:pu) distribution jet %s etabin %d cen %d",cjets[nj],icen,ie),
					       dbins,ptbins_data,100,0,300);
      }
      
      for(int m=0;m<maxe;m++){
        hpteta[nj][icen][m] = new TH2F(Form("hpteta%d_%d_%d",nj,icen,m),Form("resolution  pt(eta) distribution cent %d jet %s etabin%d",icen,cjets[nj],m),
				       bins,ptbins,rbins,rbinl,rbinh);
      }
      
      for(int m=0;m<maxph;m++){
	hptphi[nj][icen][m] = new TH2F(Form("hptphi%d_%d_%d",nj,icen,m),Form("resolution pt(phi) distribution cent %d jet %s phibin%d",icen,cjets[nj],m),
				       bins,ptbins,rbins,rbinl,rbinh);
      }

      hgenjrecoj[nj][icen] =new TH2F(Form("hgenjrecoj%d_%d",nj,icen),Form("gen jet2 : reco jet2 %s cent %d",cjets[nj],icen),500,0.,1000.,500,0.,1000.);
      hgenjrecoj_pflavor[nj][icen] =new TH2F(Form("hgenjrecoj_pflavor%d_%d",nj,icen),Form("gen jet : reco jet with parton flavor %s cent %d",cjets[nj],icen),500,0.,1000.,500,0.,1000.);

      //! efficency histograms
      hPtAll [nj][icen] = new TH1F(Form("hPtAll%d_%d",nj,icen),Form("Denominator pT for algorithm %s cent %d",cjets[nj],icen),40,30,430);
      hEtaAll[nj][icen] = new TH1F(Form("hEtaAll%d_%d",nj,icen),Form("Denominator eta  for algorithm %s cent %d",cjets[nj],icen),20,-2.0,2.0);
      hPhiAll[nj][icen] = new TH1F(Form("hPhiAll%d_%d",nj,icen),Form("Denominator  phi  for algorithm %s cent %d",cjets[nj],icen),20,-pi,pi);
      
      hPtSel [nj][icen] = new TH1F(Form("hPtSel%d_%d",nj,icen),Form("Numerator pT for algorithm %s cent %d",cjets[nj],icen),40,30,430);
      hEtaSel[nj][icen] = new TH1F(Form("hEtaSel%d_%d",nj,icen),Form("Numerator eta  for algorithm %s cent %d",cjets[nj],icen),20,-2.0,2.0);
      hPhiSel[nj][icen] = new TH1F(Form("hPhiSel%d_%d",nj,icen),Form("Numerator  phi  for algorithm %s cent %d",cjets[nj],icen),20,-pi,pi);

      hDeltaR[nj][icen]    = new TH1F(Form("hDeltaR%d_%d",nj,icen),Form("#DeltaR for algorithm %s cent %d",cjets[nj],icen),100,0,1);
      hDeltaRAll[nj][icen] = new TH1F(Form("hDeltaRAll%d_%d",nj,icen),Form("#DeltaR (all) for algorithm %s cent %d",cjets[nj],icen),100,0,1);
      hDeltaRSel[nj][icen] = new TH1F(Form("hDeltaRSel%d_%d",nj,icen),Form("#DeltaR (sel) for algorithm %s cent %d",cjets[nj],icen),100,0,1);

      for(int ir=0;ir<25;ir++){
	//! Response vs DeltaR
        hRspVsDeltaR[nj][icen][ir] = new TH1F(Form("hRspVsDeltaR%d_%d_%d",nj,icen,ir),Form(" <recopt/refpt> vs. #DeltaR (%d) algorithm %s cent %d",ir,cjets[nj],icen),rbins,rbinl,rbinh);
      }
    }//! icen
  }//! nj
  std::cout<<"Initialized the histograms " <<std::endl;
  ///////////////////////////////////////////////////////////////////////////////////////// 


  //! Centrality reweighting function
  //TF1* fcen = new TF1("fcen","exp(-1.0*pow(x+1.11957e+01,2)/pow(1.34120e+01,2)/2)",0,40);
  TF1 *fcen = new TF1("fcen","[0]*exp([1]+[2]*x+[3]*x*x+[4]*x*x*x)",0,40);
  fcen->SetParameters(2.10653e-02,5.61607,-1.41493e-01,1.00586e-03,-1.32625e-04);

  //! vertex z reweighting
  TF1 *fVz = new TF1("fVz","[0]+[1]*x+[2]*x*x+[3]*x*x*x+[4]*x*x*x*x");
  if(strcmp(ksp,"pp")==0) fVz->SetParameters(8.41684e-01,-2.58609e-02,4.86550e-03,-3.10581e-04,2.07918e-05);
  else  fVz->SetParameters(7.62788e-01,-1.13228e-02,5.85199e-03,-3.04550e-04,4.43440e-05);


  Long64_t nb = 0;
  Long64_t nentries = c->GetEntries();
  std::cout<<Form("# of entries in TTree for %s : ",ksp)<<nentries<<std::endl;
  std::cout<<std::endl;
  hEvt->Fill(2,nentries);

  //! weight  for the merging of the samples for different pT hat bins
  Float_t wxs = xsection/(nentries/100000.);
  
  Int_t iEvent=0; 
  for (Long64_t ievt=0; ievt<nentries;ievt++) {//! event loop
  //for (Long64_t ievt=0; ievt<1;ievt++) {//! event loop
    //! load the hiForest event
    nb += c->GetEntry(ievt);

    int hiBin       = c->evt.hiBin;
    float vz        = c->evt.vz;
    float hiHF      = c->evt.hiHF;

    //! testing
    //if(hiBin>4 && strcmp(ksp,"pbpb")==0)continue;

    //! apply vertex cut
    if(fabs(vz)>kVzcut)continue;


    //! Centrality bin
    if(hiBin<0 || hiBin>39)continue;
    int centb=-1;
    double wcen=1;
    double wvz=fVz->Eval(vz);
    if(strcmp(ksp,"pbpb")==0){
      centb=GetCentBin(hiBin);
      wcen = fcen->Eval(hiBin);
    }else{
      centb=ncen-1; //! pp
      wcen=1;
    }

    if(ievt%10000==0)std::cout<<" ********** Event # " <<ievt<<std::endl;
    //std::cout<<" ********** Event # " <<ievt<<"\t vz : "<<vz<<"\t hiBin : "<<hiBin<<"\t wxs : "<<wxs<<std::endl;


    //! Centrality from 0-90% 
    if(centb==-1 || centb==ncen)continue;


    int istat=0;
    for(int nj=0;nj<knj;nj++){ //! loop over different jet algorithms
      
      //! Get the jet object
      //iJet = c->GetJet(nj);
      iJet = c->GetJetByAlgo(cjets[nj]);
      
      //! xsec-weight
      double pthat = iJet->pthat;
      if(pthat > maxpthat)continue;
      istat=1;
      
      //std::cout<<"\t Jet Algorithm : "<<c->GetCjets[Nj](nj)<<"\t # of Jets  : "<<iJet->nref<<"\t pthat : "<<pthat<<std::endl;
      if(nj==0)hTotEve->Fill(1); //! akPu3PF      

      float njets=0.;
      float meanpt=0.;

      int *ljet = new int[2];
      FindLeadSubLeadJets(iJet,ljet);
      if(ljet[0]>=0){
	hratiocorrrefpt_lead[nj][centb]->Fill(iJet->refpt[ljet[0]],iJet->jtpt[ljet[0]]/iJet->refpt[ljet[0]],wxs*wcen*wvz);
      }
      if(ljet[1]>=0){
	hratiocorrrefpt_slead[nj][centb]->Fill(iJet->refpt[ljet[1]],iJet->jtpt[ljet[1]]/iJet->refpt[ljet[1]],wxs*wcen*wvz);
      }

      if(nj>3){
	//! Gen matched jets
	for(int igen=0; igen<iJet->ngen; igen++){
	  if( iJet->gensubid[igen] != 0) continue;
	  int gj = iJet->genmatchindex[igen];
	  
	  float refpt   = iJet->refpt[gj];
	  float recopt  = iJet->jtpt[gj];
	  float recoeta = iJet->jteta[gj];
	  float delr    = iJet->refdrjt[gj];
	  
	  if(recopt<kptrecocut || refpt<kptgencut || refpt==0 || fabs(recoeta)>ketacut || fabs(delr)>kdRcut)continue;
	  hratiocorrrefpt_genm[nj][centb]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
	}
      }


      for(int ij=0; ij<iJet->nref; ij++){
	//if(!selecJet(iJet,ij))continue;

	float refpt   = iJet->refpt[ij];
        float recopt  = iJet->jtpt[ij];
        float rawpt   = iJet->rawpt[ij];
	float refeta  = iJet->refeta[ij];
        float recoeta = iJet->jteta[ij];
        float refphi  = iJet->refphi[ij];
        float recophi = iJet->jtphi[ij];
	int refparton_flavor = iJet->refparton_flavor[ij];


	//! Matching criteria 
        float delr = iJet->refdrjt[ij];


	if(recopt<kptrecocut || refpt<kptgencut || refpt==0)continue;
	//std::cout<<"\t \t "<<ij<<"\t refpt : "<<refpt<<"\t recopt : "<<recopt<<"\t raw pT : "<<rawpt<<std::endl;

	if(fabs(refeta)<ketacut && refpt>80){
          //! Denominator for matching efficiency
	  hPtAll [nj][centb]->Fill(refpt,wxs*wcen*wvz);
          hEtaAll[nj][centb]->Fill(refeta,wxs*wcen*wvz);
          hPhiAll[nj][centb]->Fill(refphi,wxs*wcen*wvz);
	  
	  
	  //! Response
	  for (int idr=0;idr<25;idr++) {
	    double drcut = 0.0+idr*(0.25-0.00)/(25-1);
	    if (delr>drcut) continue;
	    hRspVsDeltaR[nj][centb][idr]->Fill(recopt/refpt,wxs*wcen*wvz);
	  }
	  
	  //! DeltaR efficiency
	  hDeltaR[nj][centb]->Fill(delr,wxs*wcen*wvz);
	  for (int idrmax=0;idrmax<100;idrmax++) {
	    float drmax = idrmax*0.01+0.005;
	    hDeltaRAll[nj][centb]->Fill(drmax,wxs*wcen*wvz);
	    if (delr<drmax) hDeltaRSel[nj][centb]->Fill(drmax,wxs*wcen*wvz);
	  }
        }

        //! Matching cut for gen-jet and reco-jet
	if(delr > kdRcut)continue;


        if(fabs(refeta)<ketacut && refpt>80){
          //! Numerator for matching efficiency
          hPtSel [nj][centb]->Fill(refpt,wxs*wcen*wvz);
          hEtaSel[nj][centb]->Fill(refeta,wxs*wcen*wvz);
          hPhiSel[nj][centb]->Fill(refphi,wxs*wcen*wvz);
        }

        //! pile up eta dependence
        //int ebin = GetDetEtaBin(fabs(recoeta));

	//! jet selction cut
        if(fabs(recoeta)>ketacut)continue;
	
	//istat=1;
	//! 1D distributions
	njets++;
	meanpt += refpt;
        hNjets [nj][centb]->Fill(1.);
        hgenpt [nj][centb]->Fill(refpt,wxs*wcen*wvz);
        hgeneta[nj][centb]->Fill(refeta,wxs*wcen*wvz);
	hgenphi[nj][centb]->Fill(refphi,wxs*wcen*wvz);


	hrecopt [nj][centb]->Fill(recopt,wxs*wcen*wvz);
        hrecoeta[nj][centb]->Fill(recoeta,wxs*wcen*wvz);
        hrecophi[nj][centb]->Fill(recophi,wxs*wcen*wvz);
        hrawpt [nj][centb]->Fill(rawpt,wxs*wcen*wvz);


        hgenptC [nj][centb]->Fill(refpt,wxs*wcen*wvz);
	hrecoptC [nj][centb]->Fill(recopt,wxs*wcen*wvz);
        hrawptC [nj][centb]->Fill(rawpt,wxs*wcen*wvz);

	hrecogen[nj][centb]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
        hrawgen [nj][centb]->Fill(refpt,rawpt/refpt,wxs*wcen*wvz);
        hrecoraw[nj][centb]->Fill(rawpt,recopt/rawpt,wxs*wcen*wvz);
        hrecoraw_ref [nj][centb]->Fill(refpt,recopt/rawpt,wxs*wcen*wvz);

	hFracjets[nj][centb]->Fill(pthat,refpt,wxs*wcen*wvz);


	//! Response  (ratio of recopt/refpt)
        hratiocorrrefpt[nj][centb]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
	hratiorawrefpt [nj][centb]->Fill(refpt,rawpt/refpt,wxs*wcen*wvz);
	hratiocorrrawpt [nj][centb]->Fill(recopt,recopt/rawpt,wxs*wcen*wvz);

	//! remaing jets
        bool iRemain = ij!=ljet[0] || ij!=ljet[1];
	if(iRemain)hratiocorrrefpt_remain[nj][centb]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
	
        //! pT hat
	hratiocorrrefpt_pthat[nj][centb]->Fill(pthat,recopt/refpt,wxs*wcen*wvz);



	//! 2D correlation between refpt and recopt
        hcorrptrefpt[nj][centb]->Fill(refpt,recopt,wxs*wcen*wvz);
        hrawptrefpt [nj][centb]->Fill(refpt,rawpt,wxs*wcen*wvz);
	hcorrptrawpt[nj][centb]->Fill(rawpt,recopt,wxs*wcen*wvz);

        //! Very fine bin in ref pt
	hrescrpt[nj][centb]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
	hresrrpt[nj][centb]->Fill(refpt,rawpt/refpt,wxs*wcen*wvz);
	hresrcrpt[nj][centb]->Fill(recopt,recopt/rawpt,wxs*wcen*wvz);

	int ieta=-1;
	if(fabs(recoeta)<1.3)ieta=0; //! barrel region
        else ieta=1; //! HCAL region
        if(ieta>=0){
          hratiocorrrefpt_eta[nj][centb][ieta]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
          hratiorawrefpt_eta [nj][centb][ieta]->Fill(refpt,rawpt/refpt,wxs*wcen*wvz);
	}

	//! pileup study
        hjetptpu[nj][centb]->Fill(recopt,iJet->jtpu[ij],wxs*wcen*wvz);

        //! Response in different eta and phi bins
        int etabin = GetEtaBin(fabs(refeta));
	int phibin = GetPhiBin(refphi);

	if(etabin < 0 || etabin>=maxe || phibin < 0 || phibin>=maxph)continue;

        //! Response in eta and phi bins
        hpteta[nj][centb][etabin]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);
        hptphi[nj][centb][phibin]->Fill(refpt,recopt/refpt,wxs*wcen*wvz);


        //! Gen:Reco correlation plots
	hgenjrecoj [nj][centb]->Fill(refpt,recopt,wxs*wcen*wvz);
	if(fabs(refparton_flavor)<=21)hgenjrecoj_pflavor [nj][centb]->Fill(refpt,recopt,wxs*wcen*wvz);

      }//! ij loop

      hNevt[nj][centb]->Fill(vz);
      if(njets>0){
	hAvjets[nj][centb]->Fill(pthat,njets,wxs*wcen*wvz);
	hMeanPtjets[nj][centb]->Fill(pthat,meanpt/njets,wxs*wcen*wvz);
      }
      delete [] ljet;
    }//! nj jet loop

    if(istat){
      hBin->Fill(hiBin,wxs*wcen*wvz);
      hVz->Fill(vz,wxs*wcen*wvz);
      hHF->Fill(hiHF,wxs*wcen*wvz);
      iEvent++;
    }
    //std::cout<<"Completed event #  "<<ievt<<std::endl; 
  }//! event loop ends
  
  std::cout<<std::endl;
  std::cout<<std::endl;
  std::cout<<std::endl;

  std::cout<<"Events which passed the pT hat cut : "<<hTotEve->Integral()<<" out of  : "<<hEvt->Integral()
	   <<" efficiency of all the cuts : " <<hTotEve->Integral()/hEvt->Integral()<<std::endl;
  std::cout<<std::endl;


  if(strcmp(ksp,"pp")==0){
    for(int nj=0;nj<knj;nj++){
      //std::cout<<"# of Events for : "<<c->GetCjets[Nj](nj)<<"\t"<<hNevt[nj][0]->Integral()<<"\t # of Jets : "<<hNjets[nj][0]->Integral()<<std::endl;
      std::cout<<"# of Events for : "<<cjets[nj]<<"\t"<<hNevt[nj][0]->Integral()<<"\t # of Jets : "<<hNjets[nj][0]->Integral()<<std::endl;
    }
  }else{
    for(int nj=0;nj<knj;nj++){
      for(int icen=0;icen<ncen;icen++){
	std::cout<<"# of Events for : "<<cjets[nj]<<"\t icen : "<<icen<<"\t"<<hNevt[nj][icen]->Integral()<<"\t # of Jets : "<<hNjets[nj][icen]->Integral()<<std::endl;
      }
      std::cout<<std::endl;
    }
  }

  //! Write to output file
  fout->cd();
  fout->Write();
  fout->Close();


  //! Check
  timer.Stop();
  float  mbytes = 0.000001*nb;
  double rtime  = timer.RealTime();
  double ctime  = timer.CpuTime();

  std::cout<<std::endl;
  std::cout<<Form("RealTime=%f seconds, CpuTime=%f seconds",rtime,ctime)<<std::endl;
  std::cout<<Form("You read %f Mbytes/RealTime seconds",mbytes/rtime)<<std::endl;
  std::cout<<Form("You read %f Mbytes/CpuTime  seconds",mbytes/ctime)<<std::endl;
  std::cout<<std::endl;
  std::cout<<"Good bye : " <<"\t"<<std::endl;
  return 1;
}