TProfile* overlayTProfiles(TH2F* hdata, TH2F* hdy, float ymin, float ymax, TString savename)
{
  // See how the mean of the dimumass changes vs some variable by making TProfiles of a 2D histogram with the Dimu mass as the y axis.
  // Compare data to MC and save the results as png files.

  TString dataname  = TString("Golden_JSON_DoubleMuon_Data");
  TString dyname    = TString("Drell_Yan_Monte_Carlo_2015");

  // Make TProfiles from them to see how the mean changes vs the x variable.
  TProfile* pdata = hdata->ProfileX();
  pdata->SetLineColor(1);
  pdata->SetLineWidth(3);
  pdata->SetTitle(hdata->GetTitle());
  pdata->GetYaxis()->SetTitle(hdata->GetYaxis()->GetTitle());

  TProfile* pdy = hdy->ProfileX();
  pdy->SetLineColor(2);
  pdy->SetLineWidth(3);
  pdy->SetTitle(hdy->GetTitle());
  pdy->GetYaxis()->SetTitle(hdy->GetYaxis()->GetTitle());

  std::cout<< "hdata: " << hdata << std::endl;
  std::cout<< "hdy: " << hdy << std::endl;
  std::cout<< "pdata: " << pdata << std::endl;
  std::cout<< "pdy: " << pdy << std::endl;

  TCanvas* c = new TCanvas();
  c->SetGridx(kTRUE);
  c->SetGridy(kTRUE);

  // Draw data and MC on the same plot
  // Have to draw the same plots twice to get error bars and a curve through the error bars.
  c->cd();
  //    hdata->Draw("colz");
  pdata->SetAxisRange(ymin,ymax,"Y");
  pdata->Draw("hist c");
  pdata->Draw("E X0 same");
  pdy->Draw("hist c same");
  pdy->Draw("E X0 same");

  // Stat box alignment
  DiMuPlottingSystem* dps = new DiMuPlottingSystem();
  dps->arrangeStatBox(c);

  // Legend
  TLegend* l = new TLegend(0.15, 0.15, 0.7, 0.25, "", "brNDC");
  l->AddEntry(pdata, dataname, "l");
  l->AddEntry(pdy, dyname, "l");
  l->Draw("same");
  c->Print(savename);

  return pdata;
}
示例#2
0
void Dcurvature(const char *chargechoice = "plus", double ptmin=20){

  TString sign=chargechoice;

  gStyle->SetPalette(1);
  gStyle->SetOptStat("e");

//  double ptmin=20;
  double ptmax=200;
  double etamax=2.1; 
  int ptbins=(ptmax-ptmin)/10;
  double ptbinwidth=(ptmax-ptmin)/ptbins;
  int etabins=21;
  int phibins=21;


  TProfile3D *khistptetaphi = new TProfile3D("DeltaCurv(pt,eta,phi)","DeltaCurv(pt,eta,phi) "+sign,ptbins,ptmin,ptmax,etabins,-etamax,etamax,phibins,-3.14,3.14);
  khistptetaphi->GetXaxis()->SetTitle("Pt");
  khistptetaphi->GetYaxis()->SetTitle("Eta");
  khistptetaphi->GetZaxis()->SetTitle("Phi");

  TProfile2D *khistpteta = new TProfile2D("DeltaCurv(pt,eta)","DeltaCurv(pt,eta) "+sign,ptbins,ptmin,ptmax,etabins,-etamax,etamax);
  khistpteta->GetXaxis()->SetTitle("Pt");
  khistpteta->GetYaxis()->SetTitle("Eta");
  TProfile2D *khistptphi = new TProfile2D("DeltaCurv(pt,phi)","DeltaCurv(pt,phi) "+sign,ptbins,ptmin,ptmax,phibins,-3.14,3.14);
  khistptphi->GetXaxis()->SetTitle("Pt");
  khistptphi->GetYaxis()->SetTitle("Phi");

  TProfile *khistpt = new TProfile("DeltaCurv(pt)","DeltaCurv(pt) "+sign,ptbins,ptmin,ptmax);
  khistpt->GetXaxis()->SetTitle("Pt");
  khistpt->SetAxisRange(-0.001,0.001,"Y");
  TProfile *khisteta = new TProfile("DeltaCurv(eta)","DeltaCurv(eta) "+sign,etabins,-etamax,etamax);
  khistpt->GetXaxis()->SetTitle("Eta");
  TProfile *khistphi = new TProfile("DeltaCurv(phi)","DeltaCurv(phi) "+sign,phibins,-3.14,3.14);
  khistpt->GetXaxis()->SetTitle("Phi");

  TObjArray *khistptbins= new TObjArray();
  for (int i=0; i<ptbins; i++) {
    TString name="DeltaCurv(eta,phi), pt bin ";
    name+=int(ptmin+i*(ptmax-ptmin)/ptbins);
    name+=TString(", charge ")+sign;
    TProfile2D *ist = new TProfile2D(name.Data(),name.Data(),phibins,-3.14,3.14,etabins,-etamax,etamax);
    ist->SetAxisRange(-0.002,0.002,"Z");
    khistptbins->Add(ist);
  }

  TFile *f = new TFile("RecoRoutines_Z-selection_ZJets_TuneZ2_7TeV_alpgen_tauola.rew8.corr1.root","read");

  TTree *tree;

  f->GetObject("SingleMuPtScale/"+sign+"muonstree",tree);

  Double_t MCPt;
  Double_t MCEta;
  Double_t MCPhi;
  Double_t RecoPt;
  Double_t RecoEta;
  Double_t RecoPhi;
  Double_t EvWeight;

  tree->SetBranchAddress("RecoPt",&RecoPt);
  tree->SetBranchAddress("RecoEta",&RecoEta);
  tree->SetBranchAddress("RecoPhi",&RecoPhi);
  tree->SetBranchAddress("MCPt",&MCPt);
  tree->SetBranchAddress("MCEta",&MCEta);
  tree->SetBranchAddress("MCPhi",&MCPhi);
  tree->SetBranchAddress("EvWeight",&EvWeight);

  long nentries = tree->GetEntriesFast();

  for (int i=0; i<nentries; i++){
    tree->GetEntry(i);
    if (RecoPt<ptmin || RecoPt>ptmax || RecoEta<-etamax || RecoEta>etamax) continue;
    double quantity=(MCPt-RecoPt)/MCPt/RecoPt;
    khistptetaphi->Fill(RecoPt,RecoEta,RecoPhi,quantity,EvWeight);
    khistpteta->Fill(RecoPt,RecoEta,quantity,EvWeight);
    khistptphi->Fill(RecoPt,RecoPhi,quantity,EvWeight);
    ((TProfile2D*)(khistptbins->At(int((RecoPt-ptmin)/ptbinwidth))))->Fill(RecoPhi,RecoEta,quantity,EvWeight);
    khistpt->Fill(RecoPt,quantity,EvWeight);
    khisteta->Fill(RecoEta,quantity,EvWeight);
    khistphi->Fill(RecoPhi,quantity,EvWeight);
  }



  TCanvas *c1 = new TCanvas();
  khistptetaphi->Draw("BOX");

  TCanvas *c2 = new TCanvas();
  c2->Divide(2,1);
  c2->cd(1);
  khistpteta->Draw("BOX");
  c2->cd(2);
  khistptphi->Draw("BOX");

  TCanvas *c2b = new TCanvas();
  c2b->Divide(3,1);
  c2b->cd(1);
  khistpt->Draw();
  c2b->cd(2);
  khisteta->Draw();
  c2b->cd(3);
  khistphi->Draw();

  TCanvas *c3 = new TCanvas();
  c3->Divide(int(sqrt(ptbins))+1,int(sqrt(ptbins)));
  for (int i=0;i<ptbins;i++) { c3->cd(i+1); ((TProfile2D*)(khistptbins->At(i)))->Draw("SURF1 PSR Z");}




  TProfile *khistcorrpt = new TProfile("DeltaCurv(pt)","DeltaCurv(pt) "+sign,ptbins,ptmin,ptmax);
  khistcorrpt->GetXaxis()->SetTitle("Pt");
  khistcorrpt->SetAxisRange(-0.001,0.001,"Y");
  TProfile *khistcorreta = new TProfile("DeltaCurv(eta)","DeltaCurv(eta) "+sign,etabins,-etamax,etamax);
  khistcorrpt->GetXaxis()->SetTitle("Eta");
  TProfile *khistcorrphi = new TProfile("DeltaCurv(phi)","DeltaCurv(phi) "+sign,phibins,-3.14,3.14);
  khistcorrpt->GetXaxis()->SetTitle("Phi");

  // correction
   for (int i=0; i<nentries; i++){
    tree->GetEntry(i);
    if (RecoPt<ptmin || RecoPt>ptmax || RecoEta<-etamax || RecoEta>etamax) continue;
    double newpt=RecoPt+RecoPt*RecoPt*khistptetaphi->GetBinContent(khistptetaphi->FindBin(RecoPt,RecoEta,RecoPhi));
    double quantity=(MCPt-newpt)/MCPt/newpt;
    khistcorrpt->Fill(RecoPt,quantity,EvWeight);
    khistcorreta->Fill(RecoEta,quantity,EvWeight);
    khistcorrphi->Fill(RecoPhi,quantity,EvWeight);
   }

   TCanvas *corrc2b = new TCanvas();
  corrc2b->Divide(3,1);
  corrc2b->cd(1);
  khistcorrpt->Draw();
  corrc2b->cd(2);
  khistcorreta->Draw();
  corrc2b->cd(3);
  khistcorrphi->Draw();


khistptetaphi->SetName("ist");
khistptetaphi->SaveAs("mcptbinscorrectionfactors.C");

}
void balanceMetVsAj(TString infname = "dj_HCPR-J50U-hiGoodMergedTracks_OfficialSelv2_Final0_120_50.root",TCut myCut = "cent<30", char *title = "",bool drawLegend = false)
{
   TFile *inf = new TFile(infname);
   TTree *t = (TTree*)inf->Get("ntjt");

   const int nBin = 3;
   double bins[nBin+1] = {0.5,4,8,1000};  
   double colors[nBin] = {kOrange-8,kBlue-3,kRed};

   // Selection cut
   TCut evtCut = "nljet>100&&abs(nljetacorr)<2&&aljet>50&&abs(aljetacorr)<2&&jdphi>2./3*TMath::Pi()&&!maskEvt";

   cout << "Sel evt: " << t->GetEntries(evtCut&&myCut) << endl;

   TProfile *p[nBin];

   for (int i=0;i<nBin;i++)
   {
      p[i] = new TProfile(Form("p%d",i),"",5,0.0001,0.49999);
      t->Project(Form("p%d",i),Form("-1*metxMerged%d:Aj",i), "1"*(evtCut&&myCut));
      p[i]->SetLineColor(colors[i]);     
      p[i]->SetMarkerColor(colors[i]);     
   }

   TProfile *pall = new TProfile("pall","",5,0.0001,0.49999);
   pall->SetXTitle("A_{J}");
   pall->SetYTitle("<#slash{p}_{T}^{#parallel}> (GeV/c)");
   pall->GetXaxis()->CenterTitle();
   pall->GetYaxis()->CenterTitle();
   pall->SetNdivisions(505);
   t->Project("pall","-1*metx:Aj", "1"*(evtCut&&myCut));
   pall->SetAxisRange(-50,50,"Y");
   pall->SetMarkerSize(1);
   pall->Draw("E");
   for (int i=0;i<nBin;++i) {
      p[i]->SetLineWidth(3);
      p[i]->Draw("e hist same");
   }
   pall->Draw("E same");

   // Legend
   TLegend *leg = new TLegend(0.10,0.68,0.70,0.96);
   leg->SetFillStyle(0);
   leg->SetBorderSize(0);
   leg->SetTextFont(63);
   leg->SetTextSize(16);
   leg->AddEntry(pall,Form("> %.1f GeV/c",bins[0]),"pl");
   for (int i=0;i<nBin;++i) {
      if (i!=nBin-1){
         leg->AddEntry(p[i],Form("%.1f - %.1f GeV/c",bins[i],bins[i+1]),"l");
      } else {
         leg->AddEntry(p[i],Form("> %.1f GeV/c",bins[i]),"l");
      }
   }

   if (drawLegend) leg->Draw();

   TLine * l0 = new TLine(0,0,0.5,0);
   l0->SetLineStyle(2);
   l0->Draw();

   TText *titleText = new TText(0.3,30,title);
   titleText->Draw();
}
示例#4
0
void plotMETVsJetPhi(int num=-1)
{
   char *title="";
   if (num!=-1) {
      title = Form("%d",num);
   }
   TFile *inf = new TFile("nt_dj_mix100_Gen.root");
   TTree *tGen = (TTree*) inf->FindObjectAny("ntjt");
   tGen->SetName("gen");
   TFile *inf2 = new TFile("nt_dj_mix100.root");
   TTree *tReco = (TTree*) inf2->FindObjectAny("ntjt");
   tReco->SetName("reco");
   TFile *inf3 = new TFile("nt_dj_HyUQ80v4_djcalo_genp_100_50.root");
   TTree *tGen2 = (TTree*) inf3->FindObjectAny("ntjt");
   tGen2->SetName("gen2");
   TFile *inf4 = new TFile("dj_HyUQ80v4_djcalo_genp_100_50.root");
   TTree *tDj = (TTree*) inf4->FindObjectAny("djTree");
   tDj->SetName("dj");

   TFile *inf5 = new TFile("nt_dj_data100_cor.root");
   TTree *tRecoData = (TTree*) inf5->FindObjectAny("ntjt");
   tRecoData->SetName("data");
   TFile *inf6 = new TFile("dj_HCPR-J50U-hiGoodMergedTracks_OfficialSelv2_Final0_djcalo_100_50.root");
   TTree *tDjData = (TTree*) inf6->FindObjectAny("djTree");
   tDjData->SetName("djdata");
   tGen->AddFriend(tReco); 
   tGen->AddFriend(tGen2);
   tGen->AddFriend(tDj);
   tRecoData->AddFriend(tDjData);
   setupAlias(tGen);
   setupAlias(tReco);
   
   const int nBin = 10;
   double delta = 0.0; //shift
//   double Bins[nBin+1] = {0,1,2,2.2,2.4,2.6,2.8,3,PI};
//   double BinsMC[nBin+1] = {0+delta,1+delta,2+delta,2.2+delta,2.4+delta,2.6+delta,2.8+delta,3+delta,PI+delta};
   double Bins[nBin+1];
   double BinsMC[nBin+1];
   for (int i=0;i<nBin+1;i++)
   {
      Bins[i]=-PI+2*PI/(double)nBin*i;
      BinsMC[i]=-PI+2*PI/(double)nBin*i+delta;
      cout <<Bins[i]<<endl;
   }


   const int nPtBin = 6;
   double ptBins[nPtBin+1] = {0.5,1.0,1.5,4,8,20,1000};

   TCanvas *c = new TCanvas("c","",600,600);

   TProfile *p = new TProfile("p","",nBin,BinsMC);
   TProfile *p2 = new TProfile("p2","",nBin,BinsMC);
   TProfile *p3 = new TProfile("p3","",nBin,BinsMC);
   TProfile *p4 = new TProfile("p4","",nBin,Bins);

   TCut evtCut = "nljet>120&&abs(nljetacorr)<1.6&&aljet>50&&abs(aljetacorr)<1.6&&!maskEvt&&cent<30&&abs(jdphi)>2./3.*3.14159";

   tGen->Draw(Form("-gen.metOutOfConex%s:nljphi+0.0>>p",title),"weight"*evtCut);
   tGen->Draw(Form("-gen2.metOutOfConex%s:nljphi+0.0>>p2",title),"weight"*evtCut);
   tGen->Draw(Form("-reco.metOutOfConex%s:nljphi+0.0>>p3",title),"weight"*evtCut);
   tRecoData->Draw(Form("-metOutOfConex%s:nljphi>>p4",title),"1"*evtCut);
   p->SetMarkerStyle(24);
   p2->SetMarkerStyle(25);
   p3->SetMarkerStyle(26);
   p4->SetMarkerStyle(20);

   p->SetAxisRange(-80,120,"Y");
   p->Draw();
   p2->SetMarkerColor(2);
   p2->SetLineColor(2);
   p3->SetMarkerColor(4);
   p3->SetLineColor(4);
   p2->Draw("same");
   p3->Draw("same");
   p4->Draw("same");

   TLine *l = new TLine(Bins[0],0,PI,0);
   l->Draw();
   p->SetXTitle("#phi_{Leading Jet}");
   p->SetYTitle("<#slash{p}_{T}^{#parallel}> (GeV/c)");

// ====================
   TLegend *leg = new TLegend(0.45,0.68,0.92,0.9);
   leg->SetFillStyle(0);
   leg->SetBorderSize(0);
   leg->SetTextFont(63);
   leg->SetTextSize(16);
   leg->AddEntry("p","Jets with |#eta|<1.6","");
   if (num!=-1) {
      leg->AddEntry("p",Form("Tracks with %.1f<p_{T}<%.1f GeV/c",ptBins[num],ptBins[num+1]),"");
   } else {
      leg->AddEntry("p",Form("Tracks with %.1f<p_{T}<%.1f GeV/c",ptBins[0],ptBins[nPtBin]),"");
   }
   leg->AddEntry("p","#slash{p}_{T}^{#parallel} PYTHIA+HYDJET GEN Signal","pl");
   leg->AddEntry("p2","#slash{p}_{T}^{#parallel} PYTHIA+HYDJET GEN S+B","pl");
   leg->AddEntry("p3","#slash{p}_{T}^{#parallel} PYTHIA+HYDJET RECO","pl");
   leg->AddEntry("p4","#slash{p}_{T}^{#parallel} Data RECO","pl");
   leg->Draw();

   c->SaveAs(Form("metOutOfCone%sVsJetPhi.gif",title));
   c->SaveAs(Form("metOutOfCone%sVsJetPhi.eps",title));
}