TH1D* GetFinalCorrFunc1D(int itrg, int jass)
{
TH1D* hbackground_phi = (TH1D*)GetRawBackground1D(itrg,jass);
TH1D* hcorrphi = (TH1D*)GetJetCorrFunc1D_ZYAM(itrg,jass);
hcorrphi->Multiply(hbackground_phi);
float max = hcorrphi->GetBinContent(hcorrphi->GetMaximumBin());
hcorrphi->SetAxisRange(ymin,max*1.5,"Y");
hcorrphi->SetYTitle("#frac{1}{N^{trg}}#frac{d^{2}N}{d#Delta#phi}");
return hcorrphi;
}
void MCefficiencyCent(int isPbPb=0,TString inputmc="/data/wangj/MC2015/Dntuple/pp/revised/ntD_pp_Dzero_kpi_prompt/ntD_EvtBase_20160303_Dfinder_20160302_pp_Pythia8_prompt_D0_dPt0tkPt0p5_pthatweight.root", TString selmcgen="((GisSignal==1||GisSignal==2)&&(Gy>-1&&Gy<1))",TString selmcgenacceptance="((GisSignal==1||GisSignal==2)&&(Gy>-1&&Gy<1))&&abs(Gtk1eta)<2.0&&abs(Gtk2eta)<2.0&&Gtk1pt>2.0&&Gtk2pt>2.0", TString cut_recoonly="Dy>-1.&&Dy<1.&&Dtrk1highPurity&&Dtrk2highPurity&&Dtrk1Pt>2.0&&Dtrk2Pt>2.0&&Dtrk1PtErr/Dtrk1Pt<0.1&&Dtrk2PtErr/Dtrk2Pt<0.1&&abs(Dtrk1Eta)<2.0&&abs(Dtrk2Eta)<2.0&&Dtrk1Algo>3&&Dtrk1Algo<8&&(Dtrk1PixelHit+Dtrk1StripHit)>=11", TString cut="Dy>-1.&&Dy<1.&&Dtrk1highPurity&&Dtrk2highPurity&&Dtrk1Pt>2.0&&Dtrk2Pt>2.0&&(DsvpvDistance/DsvpvDisErr)>3.5&&(DlxyBS/DlxyBSErr)>1.5&&Dchi2cl>0.05&&Dalpha<0.12&&Dtrk1PtErr/Dtrk1Pt<0.1&&Dtrk2PtErr/Dtrk2Pt<0.1&&abs(Dtrk1Eta)<2.0&&abs(Dtrk2Eta)<2.0&&Dtrk1Algo>3&&Dtrk1Algo<8&&Dtrk2Algo>3&&Dtrk2Algo<8&&(Dtrk1PixelHit+Dtrk1StripHit)>=11&&(Dtrk1Chi2ndf/(Dtrk1nStripLayer+Dtrk1nPixelLayer)<0.15)&&(Dtrk2Chi2ndf/(Dtrk2nStripLayer+Dtrk2nPixelLayer)<0.15)",TString label="PP",TString outputfile="test", int useweight=1,Float_t centmin=0., Float_t centmax=100.)
{
hiBinMin = centmin*2;
hiBinMax = centmax*2;
centMin = centmin;
centMax = centmax;
if(isPbPb==1)
{
selmcgen = selmcgen+Form("&&hiBin>=%f&&hiBin<=%f",hiBinMin,hiBinMax);
selmcgenacceptance=selmcgenacceptance+Form("&&hiBin>=%f&&hiBin<=%f",hiBinMin,hiBinMax);
cut_recoonly=cut_recoonly+Form("&&hiBin>=%f&&hiBin<=%f",hiBinMin,hiBinMax);
cut=cut+Form("&&hiBin>=%f&&hiBin<=%f",hiBinMin,hiBinMax);
}
std::cout<<"selmcgen="<<selmcgen<<std::endl;
std::cout<<"selmcgenacceptance="<<selmcgenacceptance<<std::endl;
std::cout<<"cut_recoonly"<<cut_recoonly<<std::endl;
std::cout<<"cut="<<cut<<std::endl;
std::cout<<"option="<<useweight<<std::endl;
gStyle->SetOptTitle(0);
gStyle->SetOptStat(0);
gStyle->SetEndErrorSize(0);
gStyle->SetMarkerStyle(20);
TFile* infMC = new TFile(inputmc.Data());
TTree* ntMC = (TTree*)infMC->Get("ntKp");
TTree* ntGen = (TTree*)infMC->Get("ntGen");
TTree* ntSkim = (TTree*)infMC->Get("ntSkim");
TTree* ntmvaTree = (TTree*)infMC->Get("mvaTree");
TTree* ntHlt = (TTree*)infMC->Get("ntHlt");
ntMC->AddFriend(ntmvaTree);
ntMC->AddFriend(ntGen);
ntMC->AddFriend(ntSkim);
ntMC->AddFriend(ntHlt);
TTree* nthi = (TTree*)infMC->Get("ntHi");
ntGen->AddFriend(nthi);
ntGen->AddFriend(ntSkim);
ntGen->AddFriend(ntHlt);
nthi->AddFriend(ntMC);
ntMC->AddFriend(nthi);
// optimal weigths
TCut weighpthat = "1";
TCut weightGpt = "1";
TCut weightBgenpt = "1";
TCut weightHiBin = "1";
if(useweight==0) {
weightfunctiongen="1";
weightfunctionreco="1";
weighpthat = "pthatweight";
weightGpt = "(pow(10,-0.094152+0.008102*Gpt+Gpt*Gpt*0.000171+Gpt*Gpt*Gpt*-0.000005+Gpt*Gpt*Gpt*Gpt*-0.000000+Gpt*Gpt*Gpt*Gpt*Gpt*0.000000))";
weightBgenpt = "(pow(10,-0.094152+0.008102*Bgenpt+Bgenpt*Bgenpt*0.000171+Bgenpt*Bgenpt*Bgenpt*-0.000005+Bgenpt*Bgenpt*Bgenpt*Bgenpt*-0.000000+Bgenpt*Bgenpt*Bgenpt*Bgenpt*Bgenpt*0.000000))";
}
if(useweight==1) {
weightfunctiongen="6.08582+hiBin*(-0.155739)+hiBin*hiBin*(0.00149946)+hiBin*hiBin*hiBin*(-6.41629e-06)+hiBin*hiBin*hiBin*hiBin*(1.02726e-08)";
weightfunctionreco="6.08582+hiBin*(-0.155739)+hiBin*hiBin*(0.00149946)+hiBin*hiBin*hiBin*(-6.41629e-06)+hiBin*hiBin*hiBin*hiBin*(1.02726e-08)";
weighpthat = "pthatweight";
weightGpt = "(pow(10,-0.107832+0.010248*Gpt+Gpt*Gpt*0.000079+Gpt*Gpt*Gpt*-0.000003+Gpt*Gpt*Gpt*Gpt*-0.000000+Gpt*Gpt*Gpt*Gpt*Gpt*0.000000))";
weightBgenpt = "(pow(10,-0.107832+0.010248*Bgenpt+Bgenpt*Bgenpt*0.000079+Bgenpt*Bgenpt*Bgenpt*-0.000003+Bgenpt*Bgenpt*Bgenpt*Bgenpt*-0.000000+Bgenpt*Bgenpt*Bgenpt*Bgenpt*Bgenpt*0.000000))";
weightHiBin = "(6.08582+hiBin*(-0.155739)+hiBin*hiBin*(0.00149946)+hiBin*hiBin*hiBin*(-6.41629e-06)+hiBin*hiBin*hiBin*hiBin*(1.02726e-08))";
}
std::cout<<"fit function parameters="<<weightfunctiongen<<std::endl;
TH1D* hPtMC = new TH1D("hPtMC","",_nBins,_ptBins);
TH1D* hPtMCrecoonly = new TH1D("hPtMCrecoonly","",_nBins,_ptBins);
TH1D* hPtGen = new TH1D("hPtGen","",_nBins,_ptBins);
TH1D* hPtGenAcc = new TH1D("hPtGenAcc","",_nBins,_ptBins);
TH1D* hPtGenAccWeighted = new TH1D("hPtGenAccWeighted","",_nBins,_ptBins);
TH1D* hPthat = new TH1D("hPthat","",100,0,500);
TH1D* hPthatweight = new TH1D("hPthatweight","",100,0,500);
//ntMC->Project("hPtMC","hiBin",TCut(weightfunctionreco)*(TCut(cut.Data())&&"(Bgen==23333)"));
ntMC->Project("hPtMC","hiBin",TCut(weighpthat)*TCut(weightBgenpt)*TCut(weightHiBin)*(TCut(cut.Data())&&"(Bgen==23333)"));
divideBinWidth(hPtMC);
//ntMC->Project("hPtMCrecoonly","hiBin",TCut(weightfunctionreco)*(TCut(cut_recoonly.Data())&&"(Bgen==23333)"));
ntMC->Project("hPtMCrecoonly","hiBin",TCut(weighpthat)*TCut(weightBgenpt)*TCut(weightHiBin)*(TCut(cut_recoonly.Data())&&"(Bgen==23333)"));
divideBinWidth(hPtMCrecoonly);
//ntGen->Project("hPtGen","hiBin",(TCut(selmcgen.Data())));
ntGen->Project("hPtGen","hiBin",TCut(weighpthat)*TCut(weightGpt)*(TCut(selmcgen.Data())));
divideBinWidth(hPtGen);
//ntGen->Project("hPtGenAcc","hiBin",(TCut(selmcgenacceptance.Data())));
ntGen->Project("hPtGenAcc","hiBin",TCut(weighpthat)*TCut(weightGpt)*(TCut(selmcgenacceptance.Data())));
divideBinWidth(hPtGenAcc);
//ntGen->Project("hPtGenAccWeighted","hiBin",TCut(weightfunctiongen)*(TCut(selmcgenacceptance.Data())));
ntGen->Project("hPtGenAccWeighted","hiBin",TCut(weighpthat)*TCut(weightGpt)*TCut(weightHiBin)*(TCut(selmcgenacceptance.Data())));
divideBinWidth(hPtGenAccWeighted);
ntMC->Project("hPthat","pthat","1");
ntMC->Project("hPthatweight","pthat",TCut("1"));
hPtMC->Sumw2();
hPtGenAcc->Sumw2();
hPtMCrecoonly->Sumw2();
//Acceptance
TH1D* hEffAcc = (TH1D*)hPtGenAcc->Clone("hEffAcc");
hEffAcc->Sumw2();
hEffAcc->Divide(hEffAcc,hPtGen,1,1,"b");
//Selection
TH1D* hEffSelection = (TH1D*)hPtMC->Clone("hEffSelection");
hEffSelection->Sumw2();
hEffSelection->Divide(hEffSelection,hPtGenAccWeighted,1,1,"b");
//Acc * Eff (one shot)
TH1D* hEffReco = (TH1D*)hPtMCrecoonly->Clone("hEffReco");
hEffReco->Sumw2();
hEffReco->Divide(hEffReco,hPtGen,1,1,"b");
//Acc * Eff
TH1D* hEff = (TH1D*)hEffSelection->Clone("hEff");
hEff->Sumw2();
//hEff->Divide(hPtMC,hPtGen,1,1,"");
hEff->Multiply(hEff,hEffAcc,1,1);
TH2F* hemptyEff=new TH2F("hemptyEff","",50,_ptBins[0]-5.,_ptBins[_nBins]+5.,10.,0,1.0);
hemptyEff->GetXaxis()->CenterTitle();
hemptyEff->GetYaxis()->CenterTitle();
//hemptyEff->GetYaxis()->SetTitle("acceptance x #epsilon_{reco} x #epsilon_{sel} ");
hemptyEff->GetYaxis()->SetTitle("#alpha x #epsilon");
hemptyEff->GetXaxis()->SetTitle("Centrality");
hemptyEff->GetXaxis()->SetTitleOffset(0.9);
hemptyEff->GetYaxis()->SetTitleOffset(0.95);
hemptyEff->GetXaxis()->SetTitleSize(0.05);
hemptyEff->GetYaxis()->SetTitleSize(0.05);
hemptyEff->GetXaxis()->SetTitleFont(42);
hemptyEff->GetYaxis()->SetTitleFont(42);
hemptyEff->GetXaxis()->SetLabelFont(42);
hemptyEff->GetYaxis()->SetLabelFont(42);
hemptyEff->GetXaxis()->SetLabelSize(0.035);
hemptyEff->GetYaxis()->SetLabelSize(0.035);
hemptyEff->SetMaximum(2);
hemptyEff->SetMinimum(0.);
hemptyEff->Draw();
TH2F* hemptyEffAcc=(TH2F*)hemptyEff->Clone("hemptyEffAcc");
TH2F* hemptyEffReco=(TH2F*)hemptyEff->Clone("hemptyEffReco");
TH2F* hemptyEffSelection=(TH2F*)hemptyEff->Clone("hemptyEffSelection");
TCanvas*canvasEff=new TCanvas("canvasEff","canvasEff",1000.,500);
canvasEff->Divide(2,1);
canvasEff->cd(1);
hemptyEffAcc->SetYTitle("#alpha");
hemptyEffAcc->Draw();
hEffAcc->Draw("same");
canvasEff->cd(2);
hemptyEff->Draw();
hEff->Draw("same");
canvasEff->SaveAs(Form("plotEff/canvasEff_study%s_Cent.pdf",Form(label.Data())));
TH2F* hemptyPthat=new TH2F("hemptyPthat","",50,0.,500.,10,1e-5,1e9);
hemptyPthat->GetXaxis()->CenterTitle();
hemptyPthat->GetYaxis()->CenterTitle();
hemptyPthat->GetYaxis()->SetTitle("Entries");
hemptyPthat->GetXaxis()->SetTitle("pthat");
hemptyPthat->GetXaxis()->SetTitleOffset(0.9);
hemptyPthat->GetYaxis()->SetTitleOffset(0.95);
hemptyPthat->GetXaxis()->SetTitleSize(0.05);
hemptyPthat->GetYaxis()->SetTitleSize(0.05);
hemptyPthat->GetXaxis()->SetTitleFont(42);
hemptyPthat->GetYaxis()->SetTitleFont(42);
hemptyPthat->GetXaxis()->SetLabelFont(42);
hemptyPthat->GetYaxis()->SetLabelFont(42);
hemptyPthat->GetXaxis()->SetLabelSize(0.035);
hemptyPthat->GetYaxis()->SetLabelSize(0.035);
hemptyPthat->SetMaximum(2);
hemptyPthat->SetMinimum(0.);
TH2F* hemptySpectra=new TH2F("hemptySpectra","",50,0.,130.,10,1,1e5);
hemptySpectra->GetXaxis()->CenterTitle();
hemptySpectra->GetYaxis()->CenterTitle();
hemptySpectra->GetYaxis()->SetTitle("Entries");
hemptySpectra->GetXaxis()->SetTitle("Centrality");
hemptySpectra->GetXaxis()->SetTitleOffset(0.9);
hemptySpectra->GetYaxis()->SetTitleOffset(0.95);
hemptySpectra->GetXaxis()->SetTitleSize(0.05);
hemptySpectra->GetYaxis()->SetTitleSize(0.05);
hemptySpectra->GetXaxis()->SetTitleFont(42);
hemptySpectra->GetYaxis()->SetTitleFont(42);
hemptySpectra->GetXaxis()->SetLabelFont(42);
hemptySpectra->GetYaxis()->SetLabelFont(42);
hemptySpectra->GetXaxis()->SetLabelSize(0.035);
hemptySpectra->GetYaxis()->SetLabelSize(0.035);
TH2F* hemptyPthatWeighted=(TH2F*)hemptyPthat->Clone("hemptyPthatWeighted");
hemptyPthatWeighted->GetXaxis()->SetTitle("pthat reweighted");
TCanvas*canvasPthat=new TCanvas("canvasPthat","canvasPthat",1000.,500);
canvasPthat->Divide(2,1);
canvasPthat->cd(1);
gPad->SetLogy();
hemptyPthat->Draw("same");
hPthat->Draw("same");
canvasPthat->cd(2);
gPad->SetLogy();
hemptyPthatWeighted->Draw();
hPthatweight->Draw("same");
canvasPthat->SaveAs(Form("plotEff/canvasPthat_%s_Cent.pdf",Form(label.Data())));
TCanvas*canvasSpectra=new TCanvas("canvasSpectra","canvasSpectra",1000.,500);
canvasSpectra->Divide(2,1);
canvasSpectra->cd(1);
gPad->SetLogy();
hemptySpectra->Draw();
hPtMC->Draw("same");
canvasSpectra->cd(2);
gPad->SetLogy();
hemptySpectra->Draw();
hPtGen->Draw("same");
canvasSpectra->SaveAs(Form("plotEff/canvasSpectra_%s_Cent.pdf",Form(label.Data())));
//### 1D histogram
//hEff = hPtMC / hPtGen
//hEffReco = hPtMCrecoonly / hPtGen
//hEffAcc = hPtGenAcc / hPtGen
//hEffSelection = hPtMC / hPtMCrecoonly
/*
ntMC->Project("hPtMC","hiBin",TCut(weightfunctionreco)*(TCut(cut.Data())&&"(Bgen==23333)"));
ntMC->Project("hPtMCrecoonly","hiBin",TCut(weightfunctionreco)*(TCut(cut_recoonly.Data())&&"(Bgen==23333)"));
ntGen->Project("hPtGen","hiBin",TCut(weightfunctiongen)*(TCut(selmcgen.Data())));
ntGen->Project("hPtGenAcc","hiBin",TCut(weightfunctiongen)*(TCut(selmcgenacceptance.Data())));
*/
TCanvas*canvas1D=new TCanvas("canvas1D","",600,600);
canvas1D->cd();
gPad->SetLogy();
hemptySpectra->SetYTitle("Entries of hPtMC");
hemptySpectra->Draw();
hPtMC->Draw("same");
canvas1D->SaveAs(Form("plotEff/canvas1DhPtMC_%s_Cent.pdf",Form(label.Data())));
canvas1D->Clear();
canvas1D=new TCanvas("canvas1D","",600,600);
canvas1D->cd();
gPad->SetLogy();
hemptySpectra->SetYTitle("Entries of hPtMCrecoonly");
hemptySpectra->Draw();
hPtMCrecoonly->Draw("same");
canvas1D->SaveAs(Form("plotEff/canvas1DhPtMCrecoonly_%s_Cent.pdf",Form(label.Data())));
canvas1D->Clear();
canvas1D=new TCanvas("canvas1D","",600,600);
canvas1D->cd();
gPad->SetLogy();
hemptySpectra->SetYTitle("Entries of hPtGen");
hemptySpectra->Draw();
hPtGen->Draw("same");
canvas1D->SaveAs(Form("plotEff/canvas1DhPtGen_%s_Cent.pdf",Form(label.Data())));
canvas1D->Clear();
canvas1D=new TCanvas("canvas1D","",600,600);
canvas1D->cd();
gPad->SetLogy();
hemptySpectra->SetYTitle("Entries of hPtGenAcc");
hemptySpectra->Draw();
hPtGenAcc->Draw("same");
canvas1D->SaveAs(Form("plotEff/canvas1DhPtGenAcc_%s_Cent.pdf",Form(label.Data())));
canvas1D->Clear();
canvas1D=new TCanvas("canvas1D","",600,600);
canvas1D->cd();
gPad->SetLogy(0);
hemptyEff->SetYTitle("hPtMC / hPtGen");
hemptyEff->Draw();
hEff->Draw("same");
canvas1D->SaveAs(Form("plotEff/canvas1DhEff_%s_Cent.pdf",Form(label.Data())));
canvas1D->Clear();
canvas1D=new TCanvas("canvas1D","",600,600);
canvas1D->cd();
hemptyEff->SetYTitle("hPtMCrecoonly / hPtGen");
hemptyEff->Draw();
hEffReco->Draw("same");
canvas1D->SaveAs(Form("plotEff/canvas1DhEffReco_%s_Cent.pdf",Form(label.Data())));
canvas1D->Clear();
canvas1D=new TCanvas("canvas1D","",600,600);
canvas1D->cd();
hemptyEff->SetYTitle("hPtGenAcc / hPtGen");
hemptyEff->Draw();
hEffAcc->Draw("same");
canvas1D->SaveAs(Form("plotEff/canvas1DhEffAcc_%s_Cent.pdf",Form(label.Data())));
canvas1D->Clear();
canvas1D=new TCanvas("canvas1D","",600,600);
canvas1D->cd();
hemptyEff->SetYTitle("hPtMC / hPtGenAcc");
hemptyEff->Draw();
hEffSelection->Draw("same");
canvas1D->SaveAs(Form("plotEff/canvas1DhEffSelection_%s_Cent.pdf",Form(label.Data())));
canvas1D->Clear();
gStyle->SetPalette(55);
TCanvas* canvas2D=new TCanvas("canvas2D","",600,600);
TFile *fout=new TFile(outputfile.Data(),"recreate");
fout->cd();
hPtGen->Write();
hEffAcc->Write();
hEffReco->Write();
hEffSelection->Write();
hEff->Write();
hPtMC->Write();
fout->Close();
}
//_______________________________________________________________________________
void makeZinvFromDY( TFile* fData , TFile* fZinv , TFile* fDY ,TFile* fTop, vector<string> dirs, string output_name ) {
// Generate histogram file with Zinv prediction based on DYData * R(Zinv/DY)
TFile * outfile = new TFile(output_name.c_str(),"RECREATE") ;
outfile->cd();
const unsigned int ndirs = dirs.size();
// // Obtain inclusive templates
// int lastmt2_VL23J=0, lastmt2_VL2J=0, lastmt2_VL4J=0;
// int lastmt2_L23J=0, lastmt2_L26J=0, lastmt2_L46J=0, lastmt2_L7J=0;
// int lastmt2_M23J=0, lastmt2_M26J=0, lastmt2_M46J=0, lastmt2_M7J=0;
// int lastmt2_H23J=0, lastmt2_H26J=0, lastmt2_H46J=0, lastmt2_H7J=0;
// int lastmt2_UH=0;
// TH1D* h_TemplateVL23J = (TH1D*) fData->Get("crdybaseVL/h_mt2bins23J");
// int lastbin_VL23J = purityRandNorm(h_TemplateVL23J, "crdybaseVL/h_mt2bins23J", fData, fZinv, fDY, lastmt2_VL23J);
// TH1D* h_TemplateVL2J = (TH1D*) fData->Get("crdybaseVL/h_mt2bins");
// int lastbin_VL2J = purityRandNorm(h_TemplateVL2J, "crdybaseVL/h_mt2bins", fData, fZinv, fDY, lastmt2_VL2J);
// TH1D* h_TemplateVL4J = (TH1D*) fData->Get("crdybaseVL/h_mt2bins4J");
// int lastbin_VL4J = purityRandNorm(h_TemplateVL4J, "crdybaseVL/h_mt2bins4J", fData, fZinv, fDY, lastmt2_VL4J);
// TH1D* h_TemplateL23J = (TH1D*) fData->Get("crdybaseL/h_mt2bins23J");
// int lastbin_L23J = purityRandNorm(h_TemplateL23J, "crdybaseL/h_mt2bins23J", fData, fZinv, fDY, lastmt2_L23J);
// TH1D* h_TemplateL26J = (TH1D*) fData->Get("crdybaseL/h_mt2bins26J");
// int lastbin_L26J = purityRandNorm(h_TemplateL26J, "crdybaseL/h_mt2bins26J", fData, fZinv, fDY, lastmt2_L26J);
// TH1D* h_TemplateL46J = (TH1D*) fData->Get("crdybaseL/h_mt2bins46J");
// int lastbin_L46J = purityRandNorm(h_TemplateL46J, "crdybaseL/h_mt2bins46J", fData, fZinv, fDY, lastmt2_L46J);
// TH1D* h_TemplateL7J = (TH1D*) fData->Get("crdybaseL/h_mt2bins7J");
// int lastbin_L7J = purityRandNorm(h_TemplateL7J, "crdybaseL/h_mt2bins7J", fData, fZinv, fDY, lastmt2_L7J);
// TH1D* h_TemplateM23J = (TH1D*) fData->Get("crdybaseM/h_mt2bins23J");
// int lastbin_M23J = purityRandNorm(h_TemplateM23J, "crdybaseM/h_mt2bins23J", fData, fZinv, fDY, lastmt2_M23J);
// TH1D* h_TemplateM26J = (TH1D*) fData->Get("crdybaseM/h_mt2bins26J");
// int lastbin_M26J = purityRandNorm(h_TemplateM26J, "crdybaseM/h_mt2bins26J", fData, fZinv, fDY, lastmt2_M26J);
// TH1D* h_TemplateM46J = (TH1D*) fData->Get("crdybaseM/h_mt2bins46J");
// int lastbin_M46J = purityRandNorm(h_TemplateM46J, "crdybaseM/h_mt2bins46J", fData, fZinv, fDY, lastmt2_M46J);
// TH1D* h_TemplateM7J = (TH1D*) fData->Get("crdybaseM/h_mt2bins7J");
// int lastbin_M7J = purityRandNorm(h_TemplateM7J, "crdybaseM/h_mt2bins7J", fData, fZinv, fDY, lastmt2_M7J);
// TH1D* h_TemplateH23J = (TH1D*) fData->Get("crdybaseH/h_mt2bins23J");
// int lastbin_H23J = purityRandNorm(h_TemplateH23J, "crdybaseH/h_mt2bins23J", fData, fZinv, fDY, lastmt2_H23J);
// TH1D* h_TemplateH26J = (TH1D*) fData->Get("crdybaseH/h_mt2bins26J");
// int lastbin_H26J = purityRandNorm(h_TemplateH26J, "crdybaseH/h_mt2bins26J", fData, fZinv, fDY, lastmt2_H26J);
// TH1D* h_TemplateH46J = (TH1D*) fData->Get("crdybaseH/h_mt2bins46J");
// int lastbin_H46J = purityRandNorm(h_TemplateH46J, "crdybaseH/h_mt2bins46J", fData, fZinv, fDY, lastmt2_H46J);
// TH1D* h_TemplateH7J = (TH1D*) fData->Get("crdybaseH/h_mt2bins7J");
// int lastbin_H7J = purityRandNorm(h_TemplateH7J, "crdybaseH/h_mt2bins7J", fData, fZinv, fDY, lastmt2_H7J);
// TH1D* h_TemplateUH = (TH1D*) fData->Get("crdybaseUH/h_mt2bins");
// int lastbin_UH = purityRandNorm(h_TemplateUH, "crdybaseUH/h_mt2bins", fData, fZinv, fDY, lastmt2_UH);
for ( unsigned int idir = 0; idir < ndirs; ++idir ) {
TString srname = dirs.at(idir);
TString directory = "sr"+dirs.at(idir);
TString directoryDY = "crdy"+dirs.at(idir);
TString fullhistname = directory + "/h_mt2bins";
TString fullhistnameDY = directoryDY + "/h_mt2bins";
TString fullhistnameEM = directoryDY + "/h_mt2binsemu";
TH1D* hData = (TH1D*) fData->Get(fullhistnameDY);
TH1D* hDY = (TH1D*) fDY->Get(fullhistnameDY);
TH1D* hDataEM = (TH1D*) fData->Get(fullhistnameEM);
TH1D* hZinv = (TH1D*) fZinv->Get(fullhistname);
TH1D* hTop = (TH1D*) fTop->Get(fullhistnameDY);
TH1D* hDY_lepeff_UP = (TH1D*) fDY->Get(fullhistnameDY+"_lepeff_UP");
TH1D* hDY_lepeff_DN = (TH1D*) fDY->Get(fullhistnameDY+"_lepeff_DN");
TH1D* hDY_trigeff_UP = (TH1D*) fDY->Get(fullhistnameDY+"_trigeff_UP");
TH1D* hDY_trigeff_DN = (TH1D*) fDY->Get(fullhistnameDY+"_trigeff_DN");
TH1D* hDY_ZNJet_UP = (TH1D*) fDY->Get(fullhistnameDY+"_ZNJet_UP");
TH1D* hDY_ZNJet_DN = (TH1D*) fDY->Get(fullhistnameDY+"_ZNJet_DN");
TH1D* hZinv_ZNJet_UP = (TH1D*) fZinv->Get(fullhistname+"_ZNJet_UP");
TH1D* hZinv_ZNJet_DN = (TH1D*) fZinv->Get(fullhistname+"_ZNJet_DN");
TH1D* hDY_renorm_UP = (TH1D*) fDY->Get(fullhistnameDY+"_renorm_UP");
TH1D* hDY_renorm_DN = (TH1D*) fDY->Get(fullhistnameDY+"_renorm_DN");
TH1D* hZinv_renorm_UP = (TH1D*) fZinv->Get(fullhistname+"_renorm_UP");
TH1D* hZinv_renorm_DN = (TH1D*) fZinv->Get(fullhistname+"_renorm_DN");
// If Zinv or DY histograms are not filled, just leave (shouldn't happen when running on full stat MC)
if(!hDY || !hZinv || !hData){
cout<<"could not find histogram "<<fullhistname<<endl;
continue;
}
if (hDY->GetNbinsX() != hZinv->GetNbinsX() ) {
cout<<"different binning for histograms "<<fullhistname<<endl;
continue;
}
// Make directory and plot(s) in the output file
TDirectory* dir = 0;
dir = (TDirectory*)outfile->Get(directory.Data());
if (dir == 0) {
dir = outfile->mkdir(directory.Data());
}
dir->cd();
cout<<"Looking at histo "<<fullhistname<<endl;
int lastbin_hybrid = 1;
int lastmt2val_hybrid = 200;
int ht_LOW = 0, ht_HI = 0, njets_LOW = 0, njets_HI = 0, nbjets_LOW = 0, nbjets_HI = 0;
TH1D* h_MT2Template = (TH1D*) hZinv->Clone("h_MT2Template");
TString inclusiveTemplateName = "";
TH1D *h_ht_LOW, *h_ht_HI, *h_njets_LOW, *h_njets_HI, *h_nbjets_LOW, *h_nbjets_HI;
if (doHybridInclusiveTemplate) {
// Inclusive template: use inclusive template corresponding to this region
//Get variable boundaries for signal region.
h_ht_LOW = (TH1D*) fData->Get(directory+"/h_ht_LOW");
h_ht_HI = (TH1D*) fData->Get(directory+"/h_ht_HI");
if (h_ht_LOW) ht_LOW = h_ht_LOW->GetBinContent(1);
if (h_ht_HI) ht_HI = h_ht_HI->GetBinContent(1);
h_njets_LOW = (TH1D*) fData->Get(directory+"/h_njets_LOW");
h_njets_HI = (TH1D*) fData->Get(directory+"/h_njets_HI");
if (h_njets_LOW) njets_LOW = h_njets_LOW->GetBinContent(1);
if (h_njets_HI) njets_HI = h_njets_HI->GetBinContent(1);
h_nbjets_LOW = (TH1D*) fData->Get(directory+"/h_nbjets_LOW");
h_nbjets_HI = (TH1D*) fData->Get(directory+"/h_nbjets_HI");
if (h_nbjets_LOW) nbjets_LOW = h_nbjets_LOW->GetBinContent(1);
if (h_nbjets_HI) nbjets_HI = h_nbjets_HI->GetBinContent(1);
//Determine which inclusive template to use. If none works, this reverts to HybridSimple, taking template from its own TopoRegion
// Start from the Aggregate Regions (hardcoded, since they can partially overlap with the standard regions)
if (srname == "20") inclusiveTemplateName = "crdy20/h_mt2bins"; // self (2j, HT1200)
else if (srname == "base") inclusiveTemplateName = "crdybase/h_mt2bins";
else if (srname == "baseVL") inclusiveTemplateName = "crdybaseVL/h_mt2bins";
else if (srname == "baseL") inclusiveTemplateName = "crdybaseL/h_mt2bins";
else if (srname == "baseM") inclusiveTemplateName = "crdybaseM/h_mt2bins";
else if (srname == "baseH") inclusiveTemplateName = "crdybaseH/h_mt2bins";
else if (srname == "baseUH") inclusiveTemplateName = "crdybaseUH/h_mt2bins";
else if (srname == "21") inclusiveTemplateName = "crdy21/h_mt2bins"; // self (2j, HT1500)
else if (srname == "22") inclusiveTemplateName = "crdy22/h_mt2bins"; // self (4j, HT1200)
else if (srname == "23") inclusiveTemplateName = "crdy21/h_mt2bins"; // from 21
else if (srname == "24") inclusiveTemplateName = "crdy24/h_mt2bins"; // self (7J, HT1200)
else if (srname == "25") inclusiveTemplateName = "crdy21/h_mt2bins"; // from 21
else if (srname == "26") inclusiveTemplateName = "crdy20/h_mt2bins"; // from 20
else if (srname == "27") inclusiveTemplateName = "crdy21/h_mt2bins"; // from 21
else if (srname == "28") inclusiveTemplateName = "crdy20/h_mt2bins3J"; // need a 3J histogram within SR20
// else if (srname == "28") inclusiveTemplateName = "crdy20/h_mt2bins"; // test
else if (srname == "29") inclusiveTemplateName = "crdy21/h_mt2bins"; // from 21
else if (srname == "30") inclusiveTemplateName = "crdy24/h_mt2bins"; // from 24
else if (srname == "31") inclusiveTemplateName = "crdy21/h_mt2bins"; // from 21
// Now the standard regions
else if (ht_LOW == 250) {
if (njets_LOW == 2 && nbjets_LOW==3) inclusiveTemplateName = "crdybaseVL/h_mt2bins36J";
else if (njets_LOW == 2 && njets_HI==7) inclusiveTemplateName = "crdybaseVL/h_mt2bins26J";
else if (njets_LOW == 2) inclusiveTemplateName = "crdybaseVL/h_mt2bins23J";
else if (njets_LOW == 4) inclusiveTemplateName = "crdybaseVL/h_mt2bins46J";
else if (njets_LOW == 7) inclusiveTemplateName = "crdybaseVL/h_mt2bins7J";
}
else if (ht_LOW == 450) {
if (njets_LOW == 2 && nbjets_LOW==3) inclusiveTemplateName = "crdybaseL/h_mt2bins36J";
else if (njets_LOW == 2 && njets_HI==7) inclusiveTemplateName = "crdybaseL/h_mt2bins26J";
else if (njets_LOW == 2) inclusiveTemplateName = "crdybaseL/h_mt2bins23J";
else if (njets_LOW == 4) inclusiveTemplateName = "crdybaseL/h_mt2bins46J";
else if (njets_LOW == 7) inclusiveTemplateName = "crdybaseL/h_mt2bins7J";
}
else if (ht_LOW == 575) {
if (njets_LOW == 2 && nbjets_LOW==3) inclusiveTemplateName = "crdybaseM/h_mt2bins36J";
else if (njets_LOW == 2 && njets_HI==7) inclusiveTemplateName = "crdybaseM/h_mt2bins26J";
else if (njets_LOW == 2) inclusiveTemplateName = "crdybaseM/h_mt2bins23J";
else if (njets_LOW == 4) inclusiveTemplateName = "crdybaseM/h_mt2bins46J";
else if (njets_LOW == 7) inclusiveTemplateName = "crdybaseM/h_mt2bins79J";
else if (njets_LOW == 10) inclusiveTemplateName = "crdybaseM/h_mt2bins10J";
}
else if (ht_LOW == 1200) {
if (njets_LOW == 2 && nbjets_LOW==3) inclusiveTemplateName = "crdybaseH/h_mt2bins36J";
else if (njets_LOW == 2 && njets_HI==7) inclusiveTemplateName = "crdybaseH/h_mt2bins26J";
else if (njets_LOW == 2) inclusiveTemplateName = "crdybaseH/h_mt2bins23J";
else if (njets_LOW == 4) inclusiveTemplateName = "crdybaseH/h_mt2bins46J";
else if (njets_LOW == 7) inclusiveTemplateName = "crdybaseH/h_mt2bins79J";
else if (njets_LOW == 10) inclusiveTemplateName = "crdybaseH/h_mt2bins10J";
}
else if (ht_LOW == 1500) inclusiveTemplateName = "crdybaseUH/h_mt2bins";
if (inclusiveTemplateName == "") {
cout<< "Can't find template for region: HT "<<ht_LOW<<"-"<<ht_HI<<" and NJ "<<njets_LOW<<"-"<<njets_HI<<endl;
lastbin_hybrid = 1;
h_MT2Template = 0;
cout<<"h_MT2Template is 0, using hybrid within this region (no external templates)"<<endl;
}
else {
cout<< "Using inclusive template "<<inclusiveTemplateName<<" for region: HT "<<ht_LOW<<"-"<<ht_HI<<" and NJ "<<njets_LOW<<"-"<<njets_HI<<endl;
// Get the template
lastbin_hybrid = makeHybridTemplate(srname, h_MT2Template, inclusiveTemplateName , fData, fZinv, fDY, lastmt2val_hybrid);
cout<<"lastbin_hybrid "<<lastbin_hybrid<<" and lastmt2val_hybrid "<<lastmt2val_hybrid<<endl;
if (h_MT2Template!=0) h_MT2Template->Print();
else cout<<"h_MT2Template is 0, using hybrid within this region (no external templates)"<<endl;
}
}
// If there is no template for this region, go back to the standard hybrid
if (doHybridSimple || (doHybridInclusiveTemplate && h_MT2Template == 0)) {
// hybrid method: use nominal MC CR yield histogram to determine how many MT2 bins to use
// by default: use all MT2 bins integrated (no bin-by-bin).
// choose the last bin to try to have at least hybrid_nevent_threshold integrated events
// Calculate last bin on local histogram
for ( int ibin=1; ibin <= hDY->GetNbinsX(); ++ibin ) {
float top = 0, integratedYield = 0;
//if (hDataEM) top = hDataEM->Integral(ibin,-1)*rSFOF;
integratedYield = hDY->Integral(ibin,-1) - top;
if (integratedYield < hybrid_nevent_threshold) {
if (ibin == 1) lastbin_hybrid = 1;
else {
lastbin_hybrid = ibin-1;
lastmt2val_hybrid = hDY->GetBinLowEdge(ibin);
}
break;
}
}
cout<<"lastbin_hybrid for doHybridSimple: "<<lastbin_hybrid<<endl;
}
TH1D* ratio = (TH1D*) hZinv->Clone("ratio");
ratio->Divide(hDY);
double errNum, errDen;
float ratioValue = hZinv->IntegralAndError(1,-1,errNum) / hDY->IntegralAndError(1,-1,errDen);
float ratioErr = ratioValue*sqrt(pow(errNum/hZinv->Integral(), 2) + pow(errDen/hDY->Integral(),2));
TH1D* CRyield = (TH1D*) hData->Clone("h_mt2binsCRyield");
TH1D* purityMC = (TH1D*) hDY->Clone("h_mt2binsPurityMC");
if (hTop) purityMC->Add(hTop, -1);
purityMC->Divide(hDY);
TH1D* purityData = (TH1D*) hData->Clone("h_mt2binsPurityData");
if (hDataEM) purityData->Add(hDataEM, -1*rSFOF);
purityData->Divide(purityData, hData, 1, 1, "B");
TH1D* Stat = (TH1D*) CRyield->Clone("h_mt2binsStat");
Stat->Multiply(purityData);
Stat->Multiply(ratio);
TH1D* Syst = (TH1D*) Stat->Clone("h_mt2binsSyst");
TH1D* pred = (TH1D*) Stat->Clone("h_mt2bins");
for ( int ibin = 0; ibin <= Stat->GetNbinsX(); ++ibin) {
Syst->SetBinError(ibin, (1-purityData->GetBinContent(ibin))*0.2*Stat->GetBinContent(ibin));
double quadrature = Stat->GetBinError(ibin)*Stat->GetBinError(ibin) + Syst->GetBinError(ibin)*Syst->GetBinError(ibin);
pred->SetBinError(ibin, sqrt(quadrature));
}
//pred->Print("all");
// Inputs to cardMaker
TH1D* ratioCard = (TH1D*) ratio->Clone("ratioCard");
TH1D* purityCard = (TH1D*) purityData->Clone("purityCard");
TH1D* CRyieldCard = (TH1D*) CRyield->Clone("CRyieldCard");
TH1D *CRyieldEM = 0, *CRyieldEMCard = 0;
if (hDataEM){
CRyieldEM = (TH1D*) hDataEM->Clone("h_mt2binsCRyieldEM");
CRyieldEMCard = (TH1D*) CRyieldEM->Clone("CRyieldEMCard");
}
if ( doHybridSimple || (doHybridInclusiveTemplate && h_MT2Template==0) ) {
// purity needs to describe the integrated purity of the CR
// ratio needs to be modified so that the last N bins include kMT2
// CRyield needs to be modified so that the last N bins have the same yield (which is the integral over those N bins)
if (verbose) cout<<" Implementing simple hybrid "<<endl;
for ( int ibin=1; ibin <= hZinv->GetNbinsX(); ++ibin ) {
if (ibin < lastbin_hybrid) continue;
double integratedYieldErr = 0;
float integratedYield = CRyield->IntegralAndError(lastbin_hybrid,-1,integratedYieldErr);
CRyieldCard->SetBinContent(ibin, integratedYield);
CRyieldCard->SetBinError(ibin, integratedYieldErr);
float integratedDen = integratedYield;
double EM = 0, errEM = 0;
if (hDataEM) EM = hDataEM->IntegralAndError(lastbin_hybrid, -1, errEM) * rSFOF;
if (hDataEM) CRyieldEMCard->SetBinContent(ibin, EM);
if (hDataEM) CRyieldEMCard->SetBinContent(ibin, errEM);
float integratedNum = integratedDen - EM;
if (integratedNum < 0) integratedNum = 0;
float integratedPurity = integratedNum/integratedDen;
float integratedPurityErr = sqrt(integratedPurity*(1-integratedPurity)/integratedDen);// sqrt(e(1-e)/N)
purityCard->SetBinContent(ibin, integratedPurity);
purityCard->SetBinError(ibin, integratedPurityErr);
float integratedZinv = 1;
float kMT2 = 0;
integratedZinv = hZinv->Integral(lastbin_hybrid, -1);
kMT2 = hZinv->GetBinContent(ibin) / integratedZinv;
ratioCard->SetBinContent(ibin, ratioCard->GetBinContent(ibin) * kMT2);
ratioCard->SetBinError(ibin, ratioCard->GetBinError(ibin) * kMT2 ); // just rescale the error by the same amount
}
}
else if (doHybridInclusiveTemplate && h_MT2Template!=0) {
// For Inclusive template:
// CRyield: this is flat, just the integral
// purity: also flat
// ratio: this contains the normalized template scaled by the Zinv/DY ratio for this control region
// Template should be rebinned to match this region. lastbin_hybrid will have to be updated to refer to the new binning
if (verbose) cout<<" Implementing hybrid with template "<<endl;
// // MT2template needs to be rebinned for this topological region Rebin
// double *TopoRegionBins = hZinv->GetXaxis()->GetXbins()->fArray;
// int nTopoRegionBins = hZinv->GetXaxis()->GetNbins();
// h_MT2Template->Print("all");
// TH1D* h_MT2TemplateRebin = (TH1D*) h_MT2Template->Rebin(nTopoRegionBins, "h_MT2TemplateRebin", TopoRegionBins);
// int newlastbin = h_MT2TemplateRebin->FindBin(lastmt2val_hybrid-1);
// if (newlastbin == 0) newlastbin = 1; // 1 is the lowest
// if (verbose) cout<<"Rebinning moved lastbin_hybrid from "<<lastbin_hybrid<<" to "<<newlastbin<<". lastmt2val_hybrid="<<lastmt2val_hybrid<<endl;
// lastbin_hybrid = newlastbin;
// if (verbose) h_MT2TemplateRebin->Print("all");
if (verbose) cout<<"Ratio for this control region is "<<ratioValue<<endl;
double integratedYieldErr = 0;
float integratedYield = CRyield->IntegralAndError(0,-1,integratedYieldErr);
float integratedDen = integratedYield;
double EM = 0, errEM=0;
if (hDataEM) EM = hDataEM->IntegralAndError(0, -1, errEM)*rSFOF;
float integratedNum = integratedDen - EM;
if (integratedNum < 0) integratedNum = 0;
float integratedPurity = integratedNum/integratedDen;
// float integratedPurityErr = sqrt(integratedPurity*(1-integratedPurity)/integratedDen);// sqrt(e(1-e)/N)
// this isn't a proportion (OF/SF are statistically independent regions). Makes no sense to do this
// what we want is the error on (SF - R*OF). Three sources: dSF, OF*dR, and R*dOF
// first comes from gmN error in the cards on the main CR yield
// second comes from special RSFOF handling in cardmaker
// third should be: R*dOF/(SF-R*dOF). Use proper poissonian error on OF yield
errEM = ROOT::Math::gamma_quantile_c((1-0.6828)/2, int(EM)+1, 1) - EM;
float integratedPurityErr = rSFOF*errEM / integratedNum * integratedPurity;
if(integratedDen==0.0){
// if CR is 0, assume purity of 1.0 and give it a big error (this basically assumes that SF=1 and OF=0)
integratedPurity = 1.0;
errEM = ROOT::Math::gamma_quantile_c((1-0.6828)/2, int(0)+1, 1) - 0;
integratedPurityErr = rSFOF*errEM;
}
if (verbose) cout<<"Found SF="<<integratedYield<<" and OF="<<EM<<", so purity is "<<integratedPurity<<endl;
for ( int ibin=1; ibin <= hZinv->GetNbinsX()+1; ++ibin ) {
CRyieldCard->SetBinContent(ibin, integratedYield);
CRyieldCard->SetBinError(ibin, integratedYieldErr);
if (hDataEM) CRyieldEMCard->SetBinContent(ibin, EM);
if (hDataEM) CRyieldEMCard->SetBinContent(ibin, errEM);
ratioCard->SetBinContent(ibin, ratioValue * h_MT2Template->GetBinContent(ibin));
float err = 0.0;
if(ratioValue>0.0 && h_MT2Template->GetBinContent(ibin)>0.0)
err = ratioValue * h_MT2Template->GetBinContent(ibin) * sqrt(pow(ratioErr/ratioValue,2) + pow(h_MT2Template->GetBinError(ibin)/h_MT2Template->GetBinContent(ibin),2));
ratioCard->SetBinError(ibin, err);
purityCard->SetBinContent(ibin, integratedPurity);
purityCard->SetBinError(ibin, integratedPurityErr);
}
}
TH1D* ratioCard_lepeff_UP = (TH1D*)ratioCard->Clone("ratioCard_lepeff_UP");
TH1D* ratioCard_lepeff_DN = (TH1D*)ratioCard->Clone("ratioCard_lepeff_DN");
if(hDY_lepeff_UP) ratioCard_lepeff_UP->Scale(hDY->Integral() / hDY_lepeff_UP->Integral());
if(hDY_lepeff_DN) ratioCard_lepeff_DN->Scale(hDY->Integral() / hDY_lepeff_DN->Integral());
TH1D* ratioCard_trigeff_UP = (TH1D*)ratioCard->Clone("ratioCard_trigeff_UP");
TH1D* ratioCard_trigeff_DN = (TH1D*)ratioCard->Clone("ratioCard_trigeff_DN");
if(hDY_trigeff_UP) ratioCard_trigeff_UP->Scale(hDY->Integral() / hDY_trigeff_UP->Integral());
if(hDY_trigeff_DN) ratioCard_trigeff_DN->Scale(hDY->Integral() / hDY_trigeff_DN->Integral());
TH1D* ratioCard_ZNJet_UP = (TH1D*)ratioCard->Clone("ratioCard_ZNJet_UP");
TH1D* ratioCard_ZNJet_DN = (TH1D*)ratioCard->Clone("ratioCard_ZNJet_DN");
if(hDY_ZNJet_UP && hZinv_ZNJet_UP) ratioCard_ZNJet_UP->Scale(hDY->Integral() / hDY_ZNJet_UP->Integral() * hZinv_ZNJet_UP->Integral() / hZinv->Integral());
if(hDY_ZNJet_DN && hZinv_ZNJet_DN) ratioCard_ZNJet_DN->Scale(hDY->Integral() / hDY_ZNJet_DN->Integral() * hZinv_ZNJet_DN->Integral() / hZinv->Integral());
TH1D* ratioCard_renorm_UP = (TH1D*)ratioCard->Clone("ratioCard_renorm_UP");
TH1D* ratioCard_renorm_DN = (TH1D*)ratioCard->Clone("ratioCard_renorm_DN");
if(hDY_renorm_UP && hZinv_renorm_UP) ratioCard_renorm_UP->Scale(hDY->Integral() / hDY_renorm_UP->Integral() * hZinv_renorm_UP->Integral() / hZinv->Integral());
if(hDY_renorm_DN && hZinv_renorm_DN) ratioCard_renorm_DN->Scale(hDY->Integral() / hDY_renorm_DN->Integral() * hZinv_renorm_DN->Integral() / hZinv->Integral());
TH1D* hybridEstimate = (TH1D*) CRyieldCard->Clone("hybridEstimate");
hybridEstimate->Multiply(purityCard);
hybridEstimate->Multiply(ratioCard);
TH1D* h_lastbinHybrid = new TH1D("h_lastbinHybrid",";last bin",1,0,1);
h_lastbinHybrid->SetBinContent(1,lastbin_hybrid);
TH1D* h_lastmt2Hybrid = new TH1D("h_lastmt2Hybrid",";last M_{T2} value",1,0,1);
h_lastmt2Hybrid->SetBinContent(1,lastmt2val_hybrid);
pred->Write();
Stat->Write();
Syst->Write();
purityMC->Write();
purityData->Write();
ratio->Write();
CRyield->Write();
ratioCard->Write();
ratioCard_lepeff_UP->Write();
ratioCard_lepeff_DN->Write();
ratioCard_trigeff_UP->Write();
ratioCard_trigeff_DN->Write();
ratioCard_ZNJet_UP->Write();
ratioCard_ZNJet_DN->Write();
ratioCard_renorm_UP->Write();
ratioCard_renorm_DN->Write();
purityCard->Write();
CRyieldCard->Write();
h_lastbinHybrid->Write();
hybridEstimate->Write();
h_lastmt2Hybrid->Write();
if (hDataEM) CRyieldEM->Write();
if (hDataEM) CRyieldEMCard->Write();
hDY->Write("h_mt2binsMCCR");
hZinv->Write("h_mt2binsMCSR");
if(!directoryDY.Contains("J")){
// we want these for crdy (not saved for monojet, but they're the same as SR anyway)
h_ht_LOW = (TH1D*) fData->Get(directoryDY+"/h_ht_LOW");
h_ht_HI = (TH1D*) fData->Get(directoryDY+"/h_ht_HI");
h_njets_LOW = (TH1D*) fData->Get(directoryDY+"/h_njets_LOW");
h_njets_HI = (TH1D*) fData->Get(directoryDY+"/h_njets_HI");
h_nbjets_LOW = (TH1D*) fData->Get(directoryDY+"/h_nbjets_LOW");
h_nbjets_HI = (TH1D*) fData->Get(directoryDY+"/h_nbjets_HI");
}
if(h_ht_LOW) h_ht_LOW->Write();
if(h_ht_HI) h_ht_HI->Write();
if(h_njets_LOW) h_njets_LOW->Write();
if(h_njets_HI) h_njets_HI->Write();
if(h_nbjets_LOW) h_nbjets_LOW->Write();
if(h_nbjets_HI) h_nbjets_HI->Write();
} // loop over signal regions
return;
}
int drawProgressivePtCut(std::string fileName) {
// Create file on which histogram(s) can be saved.
TFile *inFile = new TFile(fileName.c_str(), "READ");
TH1D* ptProfile = ((TProfile*) inFile->Get( "pT bins" ))->ProjectionX("");
TH1D* hcalProfile = ((TProfile*) inFile->Get( "hcal bins" ))->ProjectionX("");
TH1D* gev3Profile = ((TProfile*) inFile->Get( "3gev bins" ))->ProjectionX("");
TH1D* combProfile = (TH1D*) hcalProfile->Clone("hnew");
combProfile->Multiply( gev3Profile );
TH1D* hiEProfile = ((TProfile*) inFile->Get( "hie bins" ))->ProjectionX("");
TCanvas *canv = new TCanvas("c1","c1",1200,1200);
setTDRStyle();
canv->UseCurrentStyle();
ptProfile->GetYaxis()->SetTitleOffset(1.6);
canv->SetSelected(canv);
canv->cd();
// Show histogram
TPad *pad1 = new TPad("pad1","",0,0,1,1);
TPad *pad2 = new TPad("pad2","",0,0,1,1);
TPad *pad3 = new TPad("pad3","",0,0,1,1);
TPad *pad4 = new TPad("pad4","",0,0,1,1);
TPad *pad5 = new TPad("pad5","",0,0,1,1);
pad2->SetFillStyle(4000);
pad3->SetFillStyle(4000);
pad4->SetFillStyle(4000);
pad5->SetFillStyle(4000);
pad1->Draw();
pad1->cd();
ptProfile->GetXaxis()->SetTitle("p_{T} (GeV)");
ptProfile->GetYaxis()->SetTitle("simulation for detected pt/full pt");
ptProfile->GetYaxis()->SetTitleOffset(1.6);
ptProfile->SetStats(0);
ptProfile->GetXaxis()->SetMoreLogLabels();
ptProfile->GetXaxis()->SetNoExponent();
ptProfile->Draw();
TLegend *leg = tdrLeg(0.4,0.73,0.6,0.93);
leg->AddEntry( ptProfile, "All effects" );
leg->AddEntry( combProfile, "HCal+3GeV" );
leg->AddEntry( hcalProfile, "HCal" );
leg->AddEntry( gev3Profile, "3GeV" );
leg->AddEntry( hiEProfile, "High pt ineff." );
leg->Draw();
pythiaFinal();
canv->Modified();
pad1->UseCurrentStyle();
ptProfile->SetMarkerStyle(kCircle);
ptProfile->SetMaximum(1.04);
ptProfile->SetMinimum(0.89);
ptProfile->SetMarkerColor(7);
pad1->Update();
canv->cd();
pad2->Draw();
pad2->cd();
combProfile->SetStats(0);
combProfile->GetXaxis()->SetMoreLogLabels();
combProfile->GetXaxis()->SetNoExponent();
combProfile->Draw();
pad2->UseCurrentStyle();
combProfile->SetMaximum(1.04);
combProfile->SetMinimum(0.89);
combProfile->SetMarkerColor(3);
pad2->Update();
canv->cd();
pad3->Draw();
pad3->cd();
hcalProfile->SetStats(0);
hcalProfile->GetXaxis()->SetMoreLogLabels();
hcalProfile->GetXaxis()->SetNoExponent();
hcalProfile->Draw();
pad3->UseCurrentStyle();
hcalProfile->SetMaximum(1.04);
hcalProfile->SetMinimum(0.89);
hcalProfile->SetMarkerStyle(kStar);
hcalProfile->SetMarkerColor(5);
pad3->Update();
canv->cd();
pad4->Draw();
pad4->cd();
gev3Profile->SetStats(0);
gev3Profile->GetXaxis()->SetMoreLogLabels();
gev3Profile->GetXaxis()->SetNoExponent();
gev3Profile->Draw();
pad4->UseCurrentStyle();
gev3Profile->SetMaximum(1.04);
gev3Profile->SetMinimum(0.89);
gev3Profile->SetMarkerStyle(kMultiply);
pad4->Update();
canv->cd();
pad5->Draw();
pad5->cd();
hiEProfile->SetStats(0);
hiEProfile->GetXaxis()->SetMoreLogLabels();
hiEProfile->GetXaxis()->SetNoExponent();
hiEProfile->Draw();
pad5->UseCurrentStyle();
hiEProfile->SetMaximum(1.04);
hiEProfile->SetMinimum(0.89);
hiEProfile->SetMarkerStyle(kCircle);
hiEProfile->SetMarkerColor(kRed);
pad5->Update();
std::cout << "\nDouble click on the histogram window to quit.\n";
// Done.
return 0;
}
void dataDrivenFromCR(TFile* fdata, TFile* fmc, TFile* fout, TString ddtype, TString gentype) {
// Additional hists to consider: dataStats, MCstats, impurity
TList* listOfDirs = fmc->GetListOfKeys();
for (auto k : *listOfDirs) {
TString srname = k->GetName();
if (!srname.Contains("sr")) continue;
if (srname.Contains("base") || srname.Contains("incl") || srname.Contains("sb")) continue;
if (ddtype == "cr0b" && (srname.EndsWith("2") || srname.EndsWith("3"))) continue;
TString crname = srname;
crname.ReplaceAll("sr", ddtype);
TString hname_data_CR = crname + "/h_metbins";
TString hname_MC_SR = srname + "/h_metbins" + gentype;
TString hname_MC_CR = crname + "/h_metbins";
auto outdir = (TDirectory*) fout->mkdir(srname);
auto hist_data_CR = (TH1D*) fdata->Get(hname_data_CR);
auto hist_MC_CR = (TH1D*) fmc->Get(hname_MC_CR);
auto hist_MC_SR = (TH1D*) fmc->Get(hname_MC_SR);
if (!fmc->Get(hname_MC_CR)) {
cout << "Couldn't find yield hist for " << hist_MC_CR << " in " << fmc->GetName() << "!!" << endl;
cout << "This should not happend! Can not use data driven on this region! Use MC yields directly use TF from other SR!" << endl;
continue; // <-- actions to be added
}
if (!fmc->Get(hname_MC_SR)) {
cout << "Couldn't find yield hist for " << hist_MC_SR << " in " << fmc->GetName() << ". Cannot define TF!" << endl;
continue; // <-- actions to be added
}
if (!fdata->Get(hname_data_CR)) {
cout << "Couldn't find yield hist for " << hist_data_CR << " in " << fdata->GetName() << ". Please use yield from MC!" << endl;
continue; // <-- actions to be added
}
int lastbin = hist_data_CR->GetNbinsX();
int extr_start_bin = lastbin; // the bin to start extrapolation, if == lastbin means no MET extrapolation is needed
auto combineYieldsInExtrBins = [&](TH1D* hist) {
double err = 0;
double ylds = hist->IntegralAndError(extr_start_bin, -1, err);
for (int ibin = extr_start_bin; ibin <= lastbin; ++ibin) {
hist->SetBinContent(ibin, ylds);
hist->SetBinError(ibin, err);
}
};
if (useMetExtrapolation) {
double yldCR(0.0), err(0.0);
for (; extr_start_bin > 1; --extr_start_bin) {
yldCR = hist_MC_CR->IntegralAndError(extr_start_bin, -1, err);
double TFval = hist_MC_SR->GetBinContent(extr_start_bin) / yldCR;
if (yldCR > extr_threshold && (TFval < extr_TFcap)) break;
}
// if (gentype == "_2lep" && (srname == "srE2" || srname == "srG2")) extr_start_bin = lastbin; // temporary hack for 2016
// if (gentype == "_2lep" && (srname == "srH")) extr_start_bin = 1; // temporary hack for 2016
if (extr_start_bin != lastbin) {
cout << "Doing MET extrapolation for " << crname << " from bin " << lastbin << " (last bin) to bin " << extr_start_bin << "!" << endl;
hist_data_CR->Clone("h_datayields_CR_raw")->Write();
combineYieldsInExtrBins(hist_data_CR);
}
}
TH1D* centralHist;
auto crdir = (TDirectoryFile*) fmc->Get(crname);
for (auto h : *(crdir->GetListOfKeys())) {
TString hname = h->GetName();
if (!hname.BeginsWith("h_metbins")) continue;
// hardcode genclass skipping for now
if (hname.Contains("_2lep") || hname.Contains("_1lep") || hname.Contains("_Znunu") || hname.Contains("_unclass")) continue;
TString hnameSR = hname;
hnameSR.ReplaceAll("h_metbins", "h_metbins" + gentype);
// Not using fraction
auto hist_MC_CR = (TH1D*) crdir->Get(hname)->Clone(hname+"_cr");
auto hist_MC_SR = (TH1D*) fmc->Get(srname + "/" + hnameSR);
if (!hist_MC_SR) {
if (!hnameSR.Contains("cr2lTriggerSF"))
cout << "Couldn't find yield hist for " << (srname + "/" + hnameSR) << " in " << fmc->GetName() << ". Use centralHist!" << endl;
hist_MC_SR = (TH1D*) fmc->Get(hname_MC_SR)->Clone(hnameSR);
}
auto alphaHist = (TH1D*) hist_MC_SR->Clone(hname+"_alpha");
if (useMetExtrapolation && extr_start_bin != lastbin) {
// To take the MET distribution from the CR
double cerr_SR = 0;
double cyld_SR = alphaHist->IntegralAndError(extr_start_bin, -1, cerr_SR);
double cyld_CR = hist_MC_CR->Integral(extr_start_bin, -1);
for (int ibin = extr_start_bin; ibin <= lastbin; ++ibin) {
double metfrac = hist_MC_CR->GetBinContent(ibin) / cyld_CR;
alphaHist->SetBinContent(ibin, metfrac * cyld_SR);
alphaHist->SetBinError(ibin, metfrac * cerr_SR);
}
combineYieldsInExtrBins(hist_MC_CR);
}
alphaHist->Divide(hist_MC_CR);
for (int i = 1; i <= alphaHist->GetNbinsX(); ++i) {
// zero out negative yields
if (alphaHist->GetBinContent(i) < 0) {
alphaHist->SetBinContent(i, 0);
alphaHist->SetBinError(i, 0);
}
}
outdir->cd();
TH1D* hout = (TH1D*) alphaHist->Clone(hname);
hout->Multiply(hist_data_CR);
hout->Write();
if (yearSeparateSyst && (hname.EndsWith("Up") || hname.EndsWith("Dn"))) {
for (int i = 1; i < 4; ++i) {
auto hcen_MC_CR = (TH1D*) fbkgs[i]->Get(crname+"/h_metbins");
auto hcen_MC_SR = (TH1D*) fbkgs[i]->Get(srname+"/h_metbins"+gentype);
auto hsys_MC_CR = (TH1D*) fbkgs[i]->Get(crname+"/"+hname);
auto hsys_MC_SR = (TH1D*) fbkgs[i]->Get(srname+"/"+hnameSR);
if (!hist_MC_SR) {
if (!hnameSR.Contains("cr2lTriggerSF"))
cout << "Couldn't find yield hist for " << (srname + "/" + hnameSR) << " in " << fmc->GetName() << ". Use centralHist!" << endl;
hist_MC_SR = (TH1D*) fmc->Get(hname_MC_SR)->Clone(hnameSR);
}
auto alphaHist_yi = (TH1D*) fmc->Get(hname_MC_SR)->Clone(TString(hname).Insert(hname.Length()-2, Form("%d", 15+i)));
auto h_MC_CR_yi = (TH1D*) fmc->Get(hname_MC_CR)->Clone(Form("%s_den_%d", hname.Data(), 15+i));
if (hcen_MC_SR) alphaHist_yi->Add(hcen_MC_SR, -1);
if (hsys_MC_SR) alphaHist_yi->Add(hsys_MC_SR);
if (hcen_MC_CR) h_MC_CR_yi->Add(hcen_MC_CR, -1);
if (hsys_MC_CR) h_MC_CR_yi->Add(hsys_MC_CR);
if (useMetExtrapolation && extr_start_bin != lastbin) {
// To take the MET distribution from the CR
double cerr_SR = 0;
double cyld_SR = alphaHist_yi->IntegralAndError(extr_start_bin, -1, cerr_SR);
double cyld_CR = h_MC_CR_yi->Integral(extr_start_bin, -1);
for (int ibin = extr_start_bin; ibin <= lastbin; ++ibin) {
double metfrac = h_MC_CR_yi->GetBinContent(ibin) / cyld_CR;
alphaHist_yi->SetBinContent(ibin, metfrac * cyld_SR);
alphaHist_yi->SetBinError(ibin, metfrac * cerr_SR);
}
combineYieldsInExtrBins(h_MC_CR_yi);
}
alphaHist_yi->Divide(h_MC_CR_yi);
for (int i = 1; i <= alphaHist_yi->GetNbinsX(); ++i) {
// zero out negative yields
if (alphaHist_yi->GetBinContent(i) < 0) {
alphaHist_yi->SetBinContent(i, 0);
alphaHist_yi->SetBinError(i, 0);
}
}
outdir->cd();
alphaHist_yi->Multiply(hist_data_CR);
alphaHist_yi->Write();
}
}
if (hname.EndsWith("h_metbins")) {
centralHist = hout;
// Store the central alpha hist and extr_start_bin for signal contamination
alphaHist->Write("h_alphaHist");
if (useMetExtrapolation && extr_start_bin < lastbin) {
TH1D* h_extrstart = new TH1D("h_extrstart", "MET extrapolation start bin", 1, 0, 1);
h_extrstart->SetBinContent(1, extr_start_bin);
h_extrstart->Write();
}
if (doCRPurityError) {
auto hist_MC_CR_pure = (TH1D*) fmc->Get(hname_MC_CR + gentype);
auto hout_purityUp = (TH1D*) hout->Clone(hname+"_CRpurityUp");
auto hout_purityDn = (TH1D*) hout->Clone(hname+"_CRpurityDn");
if (useMetExtrapolation && extr_start_bin < lastbin)
combineYieldsInExtrBins(hist_MC_CR_pure);
for (int ibin = 1; ibin <= lastbin; ++ibin) {
double crpurityerr = 0.5 * (hist_MC_CR->GetBinContent(ibin) - hist_MC_CR_pure->GetBinContent(ibin)) / hist_MC_CR->GetBinContent(ibin);
hout_purityUp->SetBinContent(ibin, hout->GetBinContent(ibin) / ( 1 - crpurityerr));
hout_purityDn->SetBinContent(ibin, hout->GetBinContent(ibin) / ( 1 + crpurityerr));
}
hout_purityUp->Write();
hout_purityDn->Write();
auto purityHist = (TH1D*) hist_MC_CR_pure->Clone("h_CRpurity");
purityHist->Divide(hist_MC_CR_pure, hist_MC_CR, 1, 1, "B");
purityHist->Write();
}
}
}
// Create alphaHist for dataStats
auto h_dataStats = (TH1D*) centralHist->Clone("h_metbins_dataStats");
auto h_MCStats = (TH1D*) centralHist->Clone("h_metbins_MCStats");
for (int ibin = 1; ibin <= extr_start_bin; ++ibin) {
// If not doing met extrapolation, extr_start_bin will equal to lastbin
double data_error_thisbin = (hist_data_CR->GetBinContent(ibin) < 0.01)? 0 : hist_data_CR->GetBinError(ibin) / hist_data_CR->GetBinContent(ibin);
h_dataStats->SetBinError(ibin, data_error_thisbin * h_dataStats->GetBinContent(ibin));
double MC_SR_error_thisbin = (hist_MC_SR->GetBinContent(ibin) < 1e-5)? 0 : hist_MC_SR->GetBinError(ibin) / hist_MC_SR->GetBinContent(ibin);
double MC_CR_error_thisbin = (hist_MC_CR->GetBinContent(ibin) < 1e-5)? 0 : hist_MC_CR->GetBinError(ibin) / hist_MC_CR->GetBinContent(ibin);
double MC_error_thisbin = sqrt(MC_SR_error_thisbin*MC_SR_error_thisbin + MC_CR_error_thisbin*MC_CR_error_thisbin);
h_MCStats->SetBinError(ibin, MC_error_thisbin * h_MCStats->GetBinContent(ibin));
}
for (int ibin = extr_start_bin+1; ibin <= lastbin; ++ibin) {
// If doing met extrapolation, the bins following extr_start_bin for data and MC CR will be set to have 0 stat error
// TODO: verify that this is the right thing to do
h_dataStats->SetBinError(ibin, 0);
double MC_SR_error_thisbin = (hist_MC_SR->GetBinContent(ibin) < 1e-5)? 0 : hist_MC_SR->GetBinError(ibin) / hist_MC_SR->GetBinContent(ibin);
h_MCStats->SetBinError(ibin, MC_SR_error_thisbin * h_MCStats->GetBinContent(ibin));
}
h_dataStats->Write();
h_MCStats->Write();
hist_data_CR->Clone("h_datayields_CR")->Write();
hist_MC_CR->Clone("h_MCyields_CR")->Write();
hist_MC_SR->Clone("h_MCyields_SR")->Write();
}
}
TH1D *H1DConvolution( TH1D *htf , TH1D *htct , Double_t Cend , int tid) {
//------------>Both input histograms should have the same bin width<-----------------
//Here you can apply an extra LPFiltering
//if (Cend!=0) htct = LPFilter( htct , Cend );
//Convolute (commutative)
//C(t) = Int[ tct(x) transferfunction(t-x) dx ]
Double_t bw = htct->GetBinCenter(2) - htct->GetBinCenter(1);
//Double_t bw = htct->GetXaxis()->GetBinCenter(2) - htct->GetXaxis()->GetBinCenter(1);
//TF1 *f1 = new TF1("f1","abs(sin(x)/x)*sqrt(x)",0,10);
// float r = f1->GetRandom();
TString tftit, tfname;
tftit.Form("hConv_%d_%d", tid, count);
tfname.Form("conv_%d_%d", tid, count);
TH1D *hConv = new TH1D(tftit,tfname,2*htct->GetNbinsX(),-htct->GetNbinsX()*bw,htct->GetNbinsX()*bw);
//The convoluted response to the TCT signal is going to be another histogram sized similar to htct
Int_t Ntf = htf->GetNbinsX() , Ntct = htct->GetNbinsX();
//Create the reverse histogram of the transfer function
TH1D *hinv = (TH1D *) htf->Clone(); hinv->Reset();
for (Int_t j=1; j<= Ntf ; j++) hinv->SetBinContent( j , htf->GetBinContent(Ntf-j+1) );
// std::basic_string<char> t= std::to_string(tid);
TH1D *hg = (TH1D *) htct->Clone();
hinv->Draw();
#if CTRLPLOT == 1
gPad->Print( "hgcontrol.pdf[" ) ; gPad->Print( "hgcontrol.pdf" );
#endif
for ( Int_t i=1 ; i<=2*Ntct ; i++ ) {
//Create a shifted histogram version of the inverse
hg->Reset();
//for (Int_t j=TMath::Nint(-0.5*Ntf); j<= TMath::Nint(0.5*Ntf) ; j++) hg->SetBinContent( i-j , hinv->GetBinContent( j+TMath::Nint(0.5*Ntf) ) );
if ( i<=Ntf ) {
//Histogram is shifting in from the left
for (Int_t j=1; j<=i ; j++) hg->SetBinContent( j , hinv->GetBinContent( Ntf-i+j ) );
} else {
//Histogram is shifting out. Leaving from the right
Int_t cont=1 ;
for (Int_t j=i-Ntf+1; j<=2*Ntf ; j++) {
hg->SetBinContent( j , hinv->GetBinContent( cont ) );
cont++;
}
}
//Multiply f(tau)*g(t-tau)
hg->Multiply( htct );
//Double_t fxg = hg->Integral("width");
Double_t fxg = hg->Integral();
hConv->SetBinContent(i,fxg);
#if CTRLPLOT==1
THStack *hst=new THStack("hst","conv");
hConv->SetLineColor(2);hConv->SetLineWidth(2);
hst->Add(hg) ; hst->Add(hConv);
hst->Draw("nostack");
if (i==2*Ntct) {
gPad->Print( "hgcontrol.pdf" ) ; gPad->Print( "hgcontrol.pdf]" ) ;
} else if (i%10==0) gPad->Print( "hgcontrol.pdf" ) ;
#endif
}
gStyle->SetOptStat(0);
gStyle->SetHistLineWidth(2);
//hConv->SetLineColor(kRed) ;htct->SetLineColor(kBlack) ;htf->SetLineColor(kBlue) ;
THStack *hs = new THStack();
//hs->Add(htf);
hs->Add(htct);
hs->Add(hConv);
TCanvas *c1=new TCanvas(); c1->cd();
hs->Draw("nostack");
//hs->GetXaxis()->SetRangeUser(-2.,10.);
hs->GetXaxis()->SetTitle("Time [ns]") ;
c1->SetGrid(1);
TLegend* legend = c1->BuildLegend();
legend->Draw();
c1->Update();
// NOPDF for the moment
// c1->Print( "convolution.pdf" );
//too many files...
/*
tftit.Form("conv_%d_%d.root", tid, count);
TFile *f=new TFile(tftit,"UPDATE");
hConv->Write();
//f->Close();
delete f;
#if EXE==1
tftit.Form("convolution_%d_%d.root", tid, count);
TFile *fout=new TFile(tftit,"UPDATE");
htct->Write();
hConv->Write();
//fout->Close();
delete fout;
#endif
count++; //for naming purposes
*/
return hConv;
}
void recurseFile(TDirectory *indir, TDirectory *outdir,
double etawid, double etamid) {
TDirectory *curdir = gDirectory;
// Automatically go through the list of keys (directories)
TList *keys = indir->GetListOfKeys();
TListIter itkey(keys);
TObject *key, *obj;
TDirectory *dir;
while ( (key = itkey.Next()) ) {
if (_debug) cout << key->GetName() << endl << flush;
obj = ((TKey*)key)->ReadObj(); assert(obj);
dir = indir;
// Found a subdirectory: copy it to output and go deeper
if (obj->InheritsFrom("TDirectory")) {
//assert(outdir->mkdir(obj->GetName()));
outdir->mkdir(obj->GetName());
assert(outdir->cd(obj->GetName()));
TDirectory *outdir2 = outdir->GetDirectory(obj->GetName()); assert(outdir2);
outdir2->cd();
assert(indir->cd(obj->GetName()));
TDirectory *indir2 = indir->GetDirectory(obj->GetName());
indir2->cd();
// Check if directory name contains information on eta bin width
float etamin, etamax;
if ( (sscanf(indir->GetName(),"Eta_%f-%f",&etamin,&etamax)==2)
&& (etamax>etamin) ) {
etawid = 2.*(etamax-etamin);
etamid = 0.5*(etamax+etamin);
//cout << "Eta bin width: " << etawid << flush << endl;
}
recurseFile(indir2, outdir2, etawid, etamid);
//outdir2->Write(); // does this speedup or slow down?
} // inherits from TDirectory
// Found a plot: normalize if hpt, then copy to output
if (obj->InheritsFrom("TH1")) {
outdir->cd();
TObject *obj2 = obj->Clone(obj->GetName());
// Normalize hpt and hselpt histograms
// Same for hbpt
if (string(obj2->GetName())=="hpt" ||
string(obj2->GetName())=="hpt_evt" ||
string(obj2->GetName())=="hpt_jet" ||
string(obj2->GetName())=="hpt_pre" ||
string(obj2->GetName())=="hpt0" ||
string(obj2->GetName())=="hpt1" ||
string(obj2->GetName())=="hpt2" ||
string(obj2->GetName())=="hpt3" ||
string(obj2->GetName())=="hpt_jk1" ||
string(obj2->GetName())=="hpt_jk2" ||
string(obj2->GetName())=="hpt_jk3" ||
string(obj2->GetName())=="hpt_jk4" ||
string(obj2->GetName())=="hpt_jk5" ||
string(obj2->GetName())=="hpt_jk6" ||
string(obj2->GetName())=="hpt_jk7" ||
string(obj2->GetName())=="hpt_jk8" ||
string(obj2->GetName())=="hpt_jk9" ||
string(obj2->GetName())=="hpt_jk10" ||
string(obj2->GetName())=="hpt_l1off" ||
string(obj2->GetName())=="hpt_l1fast" ||
string(obj2->GetName())=="hpt_plus" ||
string(obj2->GetName())=="hpt_minus" ||
string(obj2->GetName())=="hpt0_plus" ||
string(obj2->GetName())=="hpt0_minus" ||
string(obj2->GetName())=="hpt_noid" ||
string(obj2->GetName())=="hpt_noevtid" ||
string(obj2->GetName())=="hpt_nojetid" ||
string(obj2->GetName())=="hpt_ak5calo" ||
string(obj2->GetName())=="hpt_ak5pf" ||
string(obj2->GetName())=="hpt_evt_ak5pf" ||
string(obj2->GetName())=="hpt_jet_ak5pf" ||
string(obj2->GetName())=="hselpt" ||
string(obj2->GetName())=="hpt_r" ||
string(obj2->GetName())=="hpt_g" ||
string(obj2->GetName())=="hpt_gg" ||
string(obj2->GetName())=="hpt_g0" ||
string(obj2->GetName())=="hpt_g0tw" ||
string(obj2->GetName())=="hdjmass" ||
string(obj2->GetName())=="hdjmass0" ||
string(obj2->GetName())=="hdjmass0_hgg") {
cout << "." << flush;
TH1D *hpt = (TH1D*)obj2;
bool isgen = TString(obj2->GetName()).Contains("pt_g");
bool isoth = (TString(obj2->GetName()).Contains("pt_no") ||
TString(obj2->GetName()).Contains("djmass") ||
TString(obj2->GetName()).Contains("hpt0") ||
TString(obj2->GetName()).Contains("l1off") ||
TString(obj2->GetName()).Contains("l1fast"));
bool iscalo = (TString(obj2->GetName()).Contains("_ak5calo"));
bool ispf5 = (TString(obj2->GetName()).Contains("_ak5pf"));
bool ispre = (TString(obj2->GetName()).Contains("_pre"));
bool isjk = (TString(obj2->GetName()).Contains("hpt_jk"));
bool isjet = (TString(obj2->GetName()).Contains("hpt_jet"));
TProfile *peff = (TProfile*)dir->Get("peff"); assert(peff);
TH1D *hlumi = (TH1D*)dir->Get("hlumi"); assert(hlumi);
TH1D *hlumi0 = (TH1D*)dir->Get("../jt450/hlumi"); assert(hlumi0);
if (_jp_usetriglumi) {
TH1D *hlumi_orig = (TH1D*)outdir->FindObject("hlumi_orig");
if (!hlumi_orig) hlumi_orig = (TH1D*)hlumi->Clone("hlumi_orig");
// regular prescaled luminosity
TH1D *hlumi_new = (TH1D*)outdir->FindObject("hlumi");
if (hlumi_new) hlumi = hlumi_new;
string strg = dir->GetName();
double lumi = triglumi[strg];
for (int i = 1; i != hlumi->GetNbinsX()+1; ++i) {
hlumi->SetBinContent(i, lumi);
}
// unprescaled luminosity
double lumi0 = triglumi["jt450"];
for (int i = 1; i != hlumi0->GetNbinsX()+1; ++i) {
hlumi0->SetBinContent(i, lumi0);
}
} // _jp_usetriglumi
// Test MC-based normalization for trigger efficiency
bool dotrigeff = ((string(obj2->GetName())=="hpt") || isjk || isjet);
TH1D *htrigeff = (TH1D*)outdir->FindObject("htrigeff");
TH1D *htrigeffmc = (TH1D*)outdir->FindObject("htrigeffmc");
TH1D *htrigeffsf = (TH1D*)outdir->FindObject("htrigeffsf");
TH1D *hpt_notrigeff = 0;
if (!htrigeff && _jp_dotrigeff) {
TFile *fmc = new TFile("output-MC-1.root","READ");
assert(fmc && !fmc->IsZombie());
assert(fmc->cd("Standard"));
fmc->cd("Standard");
TDirectory *dmc0 = fmc->GetDirectory("Standard");
//assert(gDirectory->cd(Form("Eta_%1.1f-%1.1f",
// etamid-0.25*etawid,etamid+0.25*etawid)));
//TDirectory *dmc = gDirectory;
TDirectory *dmc = dmc0->GetDirectory(Form("Eta_%1.1f-%1.1f",
etamid-0.25*etawid,etamid+0.25*etawid));
assert(dmc);
dmc->cd();
// Add MC truth based trigger efficiency
if(!htrigeffmc && dmc->cd(dir->GetName())) {
TDirectory *dir1 = dmc->GetDirectory(dir->GetName()); assert(dir1);
TH1D *hpty = (TH1D*)dir1->Get("hpt"); assert(hpty);
assert(dmc->cd("mc"));
dmc->cd("mc");
TDirectory *dir2 = dmc->GetDirectory("mc"); assert(dir2);
TH1D *hptx = (TH1D*)dir2->Get(Form("hpt_%s",dir->GetName()));
outdir->cd();
if (hpty && hptx) htrigeffmc = (TH1D*)hpty->Clone("htrigeffmc");
if (hpty && hptx) htrigeffmc->Divide(hpty,hptx,1,1,"B");
}
// Add data/MC scale factor for trigger efficiency
if (_nh_dt && !htrigeffsf) {
assert(dmc->cd(dir->GetName()));
dmc->cd(dir->GetName());
TDirectory *dirmc = dmc->GetDirectory(dir->GetName()); assert(dirmc);
TProfile *pm = (TProfile*)dirmc->Get("ptrigefftp");
TProfile *pd = (TProfile*)dir->Get("ptrigefftp");
outdir->cd();
if (pm && pd) htrigeffsf = pm->ProjectionX("htrigeffsf");
if (pm && pd) htrigeffsf->Divide(pd,pm,1);
}
// Combine MC trigger efficiency and scalefactor
if (htrigeffmc) { // not available for 'mc' directory
outdir->cd();
htrigeff = (TH1D*)htrigeffmc->Clone("htrigeff");
assert(!_nh_dt || htrigeffsf);
if (_nh_dt) htrigeff->Multiply(htrigeffsf);
TH1D *h = (TH1D*)dir->Get("hpt");
assert(outdir->FindObject("hpt_notrigeff")==0);
outdir->cd();
hpt_notrigeff = (TH1D*)h->Clone("hpt_notrigeff");
}
fmc->Close();
} // dotrigeff
// Scale data to account for time dependence
bool dotimedep = ((string(obj2->GetName())=="hpt") || isjk || isjet);
TH1D *htimedep = (TH1D*)outdir->FindObject("htimedep");
TH1D *htimefit = (TH1D*)outdir->FindObject("htimefit");
TH1D *hpt_notimedep = 0, *hpt_withtimedep = 0;
double ktime = 1.;
if (!htimedep) {
TH1D *h = (TH1D*)dir->Get("hpt");
TH1D *hsel = (TH1D*)dir->Get("hselpt");
TH1D *hpre = (TH1D*)dir->Get("hpt_pre");
//TH1D *hlumi0 = (TH1D*)dir->Get("../jt450/hlumi");
// Fix luminosity for unprescaled trigger
//string strg = dir->GetName();
//double lum0 = triglumi["jt450"];
//for (int i = 1; i != hlumi0->GetNbinsX()+1; ++i) {
//hlumi0->SetBinContent(i, lum0);
//}
outdir->cd();
if (h) hpt_notimedep = (TH1D*)h->Clone("hpt_notimedep");
if (hpre && h) htimedep = (TH1D*)hpre->Clone("htimedep");
if (hpre && h) htimedep->Divide(hpre,h);//,1,1,"B");
// Figure out trigger luminosities
double lumi = 0;
if (hlumi) lumi = hlumi->GetBinContent(1);
double lumi0 = 0;
if (hlumi0) lumi0 = hlumi0->GetBinContent(1);
if (htimedep && lumi && lumi0) {
htimedep->Scale(lumi / lumi0);
}
// Find proper pT range and fit
double minpt = 0.;
double maxpt = 6500.;
if (hsel) {
for (int i = 1; i != hsel->GetNbinsX()+1; ++i) {
if (hsel->GetBinContent(i)!=0 &&
hsel->GetBinLowEdge(i)>=_jp_xmin57) {
if (minpt<20) minpt = hsel->GetBinLowEdge(i);
maxpt = hsel->GetBinLowEdge(i+1);
}
}
}
TF1 *ftmp = new TF1("ftmp","[0]",minpt,maxpt);
ftmp->SetParameter(0,1);
if (htimedep && htimedep->Integral()>0) htimedep->Fit(ftmp,"QRN");
if (htimedep && ftmp->GetParameter(0)>0)
ktime = 1./ftmp->GetParameter(0);
if (htimedep) {
outdir->cd();
htimefit = (TH1D*)hsel->Clone("htimefit");
hpt_withtimedep = (TH1D*)h->Clone("hpt_withtimedep");
for (int i = 1; i != htimefit->GetNbinsX()+1; ++i) {
if (hsel->GetBinContent(i)!=0) {
htimefit->SetBinContent(i, ftmp->GetParameter(0));
htimefit->SetBinError(i, ftmp->GetParError(0));
}
// Calculate with time dependence here to add ktime fit error
hpt_withtimedep->SetBinContent(i, hpt_notimedep->GetBinContent(i)
* htimefit->GetBinContent(i));
double err1 = hpt_notimedep->GetBinError(i)
/ hpt_notimedep->GetBinContent(i);
double err2 = htimefit->GetBinError(i)
/ htimefit->GetBinContent(i);
hpt_withtimedep->SetBinError(i, hpt_notimedep->GetBinContent(i)
* sqrt(pow(err1,2) + pow(err2,2)));
}
}
} // dotimedep
if (!(hpt->GetNbinsX()==peff->GetNbinsX() || isoth || isgen) ||
!(hpt->GetNbinsX()==hlumi->GetNbinsX() || isoth || isgen)) {
cerr << "Hist " << hpt->GetName() << " " << dir->GetName()
<< " Nbins=" << hpt->GetNbinsX() << endl << flush;
assert(hpt->GetNbinsX()==peff->GetNbinsX() || isoth);
assert(hpt->GetNbinsX()==hlumi->GetNbinsX() || isoth);
}
for (int i = 1; i != hpt->GetNbinsX()+1; ++i) {
// Normalization for bin width in y, pT
double norm = hpt->GetBinWidth(i) * etawid;
double trigeff = 1.;
double pt = hpt->GetBinCenter(i);
// Normalization for all the common efficiencies
if (peff->GetBinContent(i)!=0 && !isgen)
norm *= peff->GetBinContent(i);
// Test MC-based normalization for trigger efficiency
if (dotrigeff && htrigeff && _jp_dotrigeff) {
if (htrigeff->GetBinContent(i)!=0) {
trigeff = min(1.,max(0.,htrigeff->GetBinContent(i)));
if (_jp_dotrigefflowptonly && pt>=114) trigeff = 1;
norm *= trigeff;
}
}
// Normalization for luminosity
if (hlumi->GetBinContent(i)!=0 && !isoth && !isgen && !ispre)
norm *= hlumi->GetBinContent(i);
if (hlumi->GetBinContent(1)!=0 && isoth && !isgen && !ispre)
norm *= hlumi->GetBinContent(1);
if (hlumi0->GetBinContent(1)!=0 && !isoth && !isgen && ispre)
norm *= hlumi0->GetBinContent(1);
// Fix luminosity from .csv VTX to lumiCalc vdM
if (!_nh_mc) norm *= _lumiscale;
// Scale normalization for jackknife
if (isjk) norm *= 0.9;
if (_nh_mc && _jp_pthatbins) norm *= 1.;
if (_nh_mc && !_jp_pthatbins) {
norm /= 2500.; //(xsecw / (sumw * adhocw) ); // equals 2551.;
}
// Correct data for time-dependence
double norm_notime = norm;
if (dotimedep && htimedep && _jp_dotimedep) {
norm *= ktime;
}
if (!(peff->GetBinContent(i)!=0||hpt->GetBinContent(i)==0 || isgen ||
iscalo || ispf5 || isoth || hpt->GetBinCenter(i)<_jp_recopt
|| hpt->GetBinCenter(i)*cosh(etamid)>3500.)) {
cerr << "Hist " << hpt->GetName() << " " << dir->GetName()
<< " pt=" << hpt->GetBinCenter(i)
<< " etamid = " << etamid << endl << flush;
assert(peff->GetBinContent(i)!=0||hpt->GetBinContent(i)==0||isgen||
hpt->GetBinCenter(i)<_jp_recopt);
}
/*
if (!(hlumi->GetBinContent(i)!=0 || hpt->GetBinContent(i)==0
|| isoth || isgen || hpt->GetBinCenter(i)<_jp_recopt)) {
cerr << "Hist " << hpt->GetName() << " " << dir->GetName()
<< " pt=" << hpt->GetBinCenter(i) << endl << flush;
assert(hlumi->GetBinContent(i)!=0 || hpt->GetBinContent(i)==0
|| isoth || hpt->GetBinCenter(i)<_jp_recopt);
}
*/
assert(norm!=0);
hpt->SetBinContent(i, hpt->GetBinContent(i) / norm);
hpt->SetBinError(i, hpt->GetBinError(i) / norm);
if (hpt_notrigeff) {
hpt_notrigeff->SetBinContent(i, hpt_notrigeff->GetBinContent(i)
/ norm * trigeff);
hpt_notrigeff->SetBinError(i, hpt_notrigeff->GetBinError(i)
/ norm * trigeff);
}
if (hpt_notimedep) {
hpt_notimedep->SetBinContent(i, hpt_notimedep->GetBinContent(i)
/ norm_notime);
hpt_notimedep->SetBinError(i, hpt_notimedep->GetBinError(i)
/ norm_notime);
}
if (hpt_withtimedep) { // ktime already applied => use norm_notime
hpt_withtimedep->SetBinContent(i, hpt_withtimedep->GetBinContent(i)
/ norm_notime);
hpt_withtimedep->SetBinError(i, hpt_withtimedep->GetBinError(i)
/ norm_notime);
}
} // for i
} // hpt
dir->cd();
} // inherits from TH1
} // while key
curdir->cd();
} // recurseFile
int CompareAllHistos(TString input1 = "../../QCD_ref.root", TString input2 = "../../QCD_filter.root", TString outdir="../plots/QCD/", TString leg1="no cut", TString leg2="jet filter", TString name="RelValQCD", bool MakeTotal=false) {
gROOT->Reset();
//SetAtlasStyle();
setTDRStyle();
gStyle->SetPalette(1);
gStyle->SetErrorX(0.5);
gROOT->ProcessLine(".!mkdir -p "+outdir);
gROOT->ProcessLine(".!mkdir -p "+outdir+"/pdf");
gROOT->ProcessLine(".!mkdir -p "+outdir+"/png");
TString Names[2] = { input1, input2};
// TString outdir = "../plots/QCD/";
const uint nFiles = 2;
TFile * f[nFiles];
std::stringstream indexes;
for(uint iFile = 0; iFile < nFiles; iFile++)
{
indexes.str("");
indexes << Names[iFile];
std::string input_file=indexes.str();
f[iFile] = TFile::Open(input_file.c_str());
if(!f[iFile]) {
std::cerr << "Error: file " << input_file << " could not be opened." << std::endl;
return 1;
}
else std::cout << "File " << input_file << " succesfully opened!" << std::endl;
}
// const uint nProfile12=8;
const uint nProfile=4;
// const uint nWP=3;
// const uint n123=3;
const uint n12=5;
TString dirNames[1] = { "tauDifferenceAnalyzer"}; //"mmet_zh","mmmt_zh","mmme_zh","eett_zh","eemt_zh","eeet_zh","eeem_zh"};
// TString profileNames_12[nProfile12] = {"pt_DM","eta_DM","vx_DM","phi_DM","pt_DMall","eta_DMall","vx_DMall","phi_DMall"};
TString prefix_12 = "h_eff_id_";
TString suffix_12[n12] = {"_DM","_DMall","_loose","_medium","_tight"};
TString profileX[nProfile] = {"pt","eta","vx","phi"};
const uint nTotal=nProfile*n12;
//~ TString profile123_prefix="h_eff_id_";
//~ TString profile123_WP[nWP]={"_loose","_medium","_tight"};
//~ TString profile123_suffix[n123]={"","_2","_3"};
//~
TProfile* profileHist1[nTotal][nFiles];
// TProfile* profileHist2[nTotal][nFiles];
//TProfile* profileHist[n123][nProfile*nWP][nFiles];
//~ TProfile* profileHistB[nProfile*nWP][nFiles];
//~ TProfile* profileHistC[nProfile*nWP][nFiles];
//~
// std::stringstream name;
for(uint iFile = 0; iFile < nFiles; iFile++)
{
for(uint iSuff=0; iSuff < n12; iSuff++)
{
for(uint iProf12=0; iProf12< nProfile; iProf12++)
{
profileHist1[iProf12+iSuff*nProfile][iFile]=(TProfile*)f[iFile]->Get(TString(dirNames[0]+"/"+prefix_12+profileX[iProf12]+suffix_12[iSuff]));
// profileHist2[iProf12+iSuff*nProfile][iFile]=(TProfile*)f[iFile]->Get(TString(dirNames[0]+"/"+prefix_12+profileX[iProf12]+suffix_12[iSuff]));
}
}
}
//~ for(uint iFile = 0; iFile < nFiles; iFile++)
//~ {
//~ for(uint iWP=0; iWP<nWP; iWP++)
//~ {
//~ for(uint iProf123=0; iProf123< nProfile; iProf123++)
//~ {
//~ for(uint i123=0; i123 < n123; i123++)
//~ {
//~ std::cout << dirNames[0]+"/"+profile123_prefix+profileX[iProf123]+profile123_WP[iWP]+profile123_suffix[i123] << std::endl;
//~ profileHist[i123][iWP*nProfile+iProf123][iFile]=(TProfile*)f[iFile]->Get(TString(dirNames[0]+"/"+profile123_prefix+profileX[iProf123]+profile123_WP[iWP]+profile123_suffix[i123]));
//~ }
//~ }
//~ }
//~ }
TCanvas *c1 = new TCanvas("c1","",5,30,1024,1024);
c1->SetGrid(0,0);
c1->SetFillStyle(4000);
c1->SetFillColor(10);
c1->SetTicky();
c1->SetObjectStat(0);
TPad* histPad = new TPad("histPad","histPad",0.01,0.25,0.99,0.99);
histPad->SetBottomMargin(0.02);
histPad->Draw();
TPad* diffPad = new TPad("diffPad","diffPad",0.01,0.01,0.99,0.25);
diffPad->SetBottomMargin(0.3);
diffPad->SetTopMargin(0.0);
diffPad->Draw();
// plotting
TString XTitle[4] = {"True P_{T} [GeV]","True #eta", "nVx","True #phi"};
// c1->SetLogy();
std::cout << "hej hola " << std::endl;
for(uint iProf12=0; iProf12< nTotal; iProf12++)
{
int title_id=iProf12%4;
if(title_id!=2){
profileHist1[iProf12][0]->Rebin(5);
profileHist1[iProf12][1]->Rebin(5);
}
TH1D* baseHist = (TH1D*)profileHist1[iProf12][0]->Clone();
TH1D* overHist = (TH1D*)profileHist1[iProf12][1]->Clone();
if(MakeTotal && iProf12>7){
double binLow = baseHist->GetXaxis()->GetBinLowEdge(baseHist->GetXaxis()->GetFirst());
double binUp = baseHist->GetXaxis()->GetBinUpEdge(baseHist->GetXaxis()->GetLast());
int nBins = baseHist->GetXaxis()->GetNbins();
TH1D* newBaseHist = new TH1D(TString(baseHist->GetName())+"TOT",baseHist->GetTitle(),nBins,binLow,binUp);
TH1D* newDMHist = new TH1D("newDMHist","",nBins,binLow,binUp);
TH1D* newOverHist = new TH1D(TString(overHist->GetName())+"TOTover",baseHist->GetTitle(),nBins,binLow,binUp);
TH1D* newDMHist2 = new TH1D("newDMHist2","",nBins,binLow,binUp);
for(int iBin=0; iBin <= baseHist->GetNbinsX(); iBin++)
{
newBaseHist->SetBinContent(iBin,baseHist->GetBinContent(iBin));
newBaseHist->SetBinError(iBin,baseHist->GetBinError(iBin));
newDMHist->SetBinContent(iBin,profileHist1[title_id][0]->GetBinContent(iBin));
newDMHist->SetBinError(iBin,profileHist1[title_id][0]->GetBinError(iBin));
newOverHist->SetBinContent(iBin,overHist->GetBinContent(iBin));
newOverHist->SetBinError(iBin,overHist->GetBinError(iBin));
newDMHist2->SetBinContent(iBin,profileHist1[title_id][1]->GetBinContent(iBin));
newDMHist2->SetBinError(iBin,profileHist1[title_id][1]->GetBinError(iBin));
}
newBaseHist->Multiply(newDMHist);
newOverHist->Multiply(newDMHist2);
baseHist=newBaseHist;
overHist=newOverHist;
delete newDMHist;
delete newDMHist2;
}
if(title_id==0) baseHist->GetXaxis()->SetRangeUser(0,100);
baseHist->GetXaxis()->SetLabelOffset(0.1);
baseHist->GetXaxis()->SetTitle(XTitle[title_id]);
baseHist->GetYaxis()->SetTitle("Fake rate");
baseHist->SetMarkerStyle(20);
baseHist->SetMarkerSize(2);
baseHist->SetLineWidth(2);
overHist->SetMarkerColor(kRed);
overHist->SetMarkerStyle(25);
overHist->SetMarkerSize(2);
overHist->SetLineWidth(2);
overHist->SetLineStyle(2);
overHist->SetLineColor(kRed);
int binmax = baseHist->GetMaximumBin();
double max = 1.2*(baseHist->GetBinContent(binmax)+baseHist->GetBinError(binmax));
int binmax2 = overHist->GetMaximumBin();
double max2 = 1.2*(overHist->GetBinContent(binmax2)+overHist->GetBinError(binmax2));
max = max2 > max ? max2 : max;
baseHist->SetMaximum(10.0);
baseHist->SetMinimum(1e-3);
histPad->cd();
histPad->SetLogy();
baseHist->Draw();
overHist->Draw("same");
TLegend* leg = new TLegend(0.8,0.80,0.9,0.9,NULL,"brNDC");
leg->SetFillColor(0);
leg->SetTextSize(0.035);
leg->SetBorderSize(0);
leg->AddEntry(baseHist, leg1, "lp");
leg->AddEntry(overHist, leg2, "lp");
leg->Draw();
//~
TString lumist="";
TPaveText *ll = new TPaveText(0.15, 0.95, 0.95, 0.99, "NDC");
ll->SetTextSize(0.03);
ll->SetTextFont(62);
ll->SetFillColor(0);
ll->SetBorderSize(0);
ll->SetMargin(0.01);
ll->SetTextAlign(12); // align left
TString text = name;
ll->AddText(0.01,0.7,text);
text = "#sqrt{s} = 13 TeV";
text = text + lumist;
// ll->SetTextAlign(32); // align right
ll->AddText(0.7, 0.5, text);
ll->Draw("same");
c1->Update();
TH1D* h_diff=(TH1D*)baseHist->Clone();
h_diff->Divide(overHist);
diffPad->cd();
diffPad->SetGridy();
diffPad->SetGridx();
h_diff->GetYaxis()->SetLabelSize(0.1);
h_diff->GetYaxis()->SetTitleOffset(0.55);
h_diff->GetYaxis()->SetTitleSize(0.12);
h_diff->GetYaxis()->SetTitle("Ratio");
h_diff->GetXaxis()->SetLabelSize(0.12);
h_diff->GetXaxis()->SetLabelOffset(0.01);
h_diff->GetXaxis()->SetTitleSize(0.15);
h_diff->GetYaxis()->SetNdivisions(509);
h_diff->SetMinimum(0.9);
h_diff->SetMaximum(1.1);
h_diff->Draw("hist");
c1->Print(outdir+"/pdf/"+profileHist1[iProf12][0]->GetName()+".pdf");
c1->Print(outdir+"/png/"+profileHist1[iProf12][0]->GetName()+".png");
}
return 0;
}
int CR5(){
TH1::SetDefaultSumw2(true);
if(pcp)cout<<"going to set inputs"<<endl;
TFile* srFile = new TFile( "../SearchRegions/SearchRegions.root", "READ");
TTree* srTree;
srFile->GetObject( "SearchRegions", srTree);
Int_t ID = 0;
Float_t nJetCut = 0.;
Float_t mtCut = 0.;
Float_t dphiCut = 0.;
Float_t centralityCut = 0.;
Float_t metCut = 0.;
Float_t yCut = 0.;
Float_t mlbCut = 0.;
Float_t m3Cut = 0.;
Float_t mt2wCut = 0.;
Float_t drlblCut = 10.;
srTree->SetBranchAddress( "ID", &ID);
srTree->SetBranchAddress( "nJetCut", &nJetCut);
srTree->SetBranchAddress( "mtCut", &mtCut);
srTree->SetBranchAddress( "dphiCut", &dphiCut);
srTree->SetBranchAddress( "centralityCut", ¢ralityCut);
srTree->SetBranchAddress( "metCut", &metCut);
srTree->SetBranchAddress( "yCut", &yCut);
srTree->SetBranchAddress( "mlbCut", &mlbCut);
srTree->SetBranchAddress( "m3Cut", &m3Cut);
srTree->SetBranchAddress( "mt2wCut", &mt2wCut);
const int NSamples = 5;
const int NLep = 3;
TString sample[NSamples];
sample[0] = "Data";
sample[1] = "DiLep";
sample[2] = "OneLep";
sample[3] = "WJets";
sample[4] = "Rare";
bool lepFlag[NLep];
TString lep[NLep];
lep[0] = "El";
lep[1] = "Mu";
lep[2] = "ElAndMu";
Int_t n1 = 0;
Int_t n2 = 0;
Int_t n3 = 0;
Int_t n4 = 0;
Double_t integral = 0.;
Double_t error = 0.;
TString outFileName = "./CR5.root";
TFile* outFile = new TFile( outFileName, "RECREATE");
outFile->cd();
Float_t SFLep[NLep] = {};
Float_t SFLepErr[NLep] = {};
Float_t peakSFPre = 0.; Float_t peakSFPreErr = 0.;
Float_t peakSFPost = 0.; Float_t peakSFPostErr = 0.;
Float_t tailData = 0.; Float_t tailDataErr = 0.;
Float_t tailMC = 0.; Float_t tailMCErr = 0.;
Float_t tailDiLep = 0.; Float_t tailDiLepErr = 0.;
Float_t SF = 0.; Float_t SFErr = 0.;
TTree* tree[3];
for(int ilep = 0; ilep < NLep; ilep++){
tree[ilep] = new TTree( lep[ilep], lep[ilep]);
tree[ilep]->Branch( "peakSFPre", &peakSFPre);
tree[ilep]->Branch( "peakSFPreErr", &peakSFPreErr);
tree[ilep]->Branch( "peakSFPost", &peakSFPost);
tree[ilep]->Branch( "peakSFPostErr", &peakSFPostErr);
tree[ilep]->Branch( "tailData", &tailData);
tree[ilep]->Branch( "tailDataErr", &tailDataErr);
tree[ilep]->Branch( "tailMC", &tailMC);
tree[ilep]->Branch( "tailMCErr", &tailMCErr);
tree[ilep]->Branch( "tailDiLep", &tailDiLep);
tree[ilep]->Branch( "tailDiLepErr", &tailDiLepErr);
tree[ilep]->Branch( "SF", &SF);
tree[ilep]->Branch( "SFErr", &SFErr);
}
TString histoName = "";
TH1D* peakPreh[NSamples];
TH1D* peakSFPreh[NSamples];
TH1D* peakPosth[NSamples];
TH1D* peakSFPosth[NSamples];
TH1D* tailh[NSamples];
TH1D* SFh = new TH1D( "SF", "SF", 1, 0., 1.);
for ( int iSample = 0; iSample < NSamples; iSample++){
peakPreh[iSample] = new TH1D( TString("peakPre") + sample[iSample], TString("peakPre") + sample[iSample], 1, 0., 1.);
peakSFPreh[iSample] = new TH1D( TString("peakSFPre") + sample[iSample], TString("peakSFPre") + sample[iSample], 1, 0., 1.);
peakPosth[iSample] = new TH1D( TString("peakPost") + sample[iSample], TString("peakPost") + sample[iSample], 1, 0., 1.);
peakSFPosth[iSample] = new TH1D( TString("peakSFPost") + sample[iSample], TString("peakSFPost") + sample[iSample], 1, 0., 1.);
tailh[iSample] = new TH1D( TString("tail") + sample[iSample], TString("tail") + sample[iSample], 1, 0., 1.);
}
int N = srTree->GetEntries();
TFile* inFile[NSamples];
TDirectory* inBaseDir[NSamples];
TH1D* mth[NSamples];
for (int iSample = 0; iSample < NSamples; iSample++){
TString inFileName = "./MakeHistos/"+sample[iSample]+".root";
inFile[iSample]= new TFile( inFileName,"READ");
}
TH1D* numh = new TH1D( "num", "num", 1, 0., 1.);
TH1D* denh = new TH1D( "den", "den", 1, 0., 1.);
TH1D* tmph = new TH1D( "tmp", "tmp", 1, 0., 1.);
for (int ilep = 0; ilep < NLep; ilep++){
for ( int iSR = 0; iSR < N; iSR++){
srTree->GetEntry(iSR);
TString baseDirName = ""; baseDirName += iSR;
for (int iSample = 0; iSample < NSamples; iSample++)
inBaseDir[iSample] = inFile[iSample]->GetDirectory(baseDirName);
////////////////////
// Cleaning
////////////////////
numh->Clear(); numh->Reset();
denh->Clear(); denh->Reset();
tmph->Clear(); tmph->Reset();
SFh->Clear(); SFh->Reset();
for ( int iSample = 0; iSample < NSamples; iSample++){
peakPreh[iSample]->Clear(); peakPreh[iSample]->Reset();
peakSFPreh[iSample]->Clear(); peakSFPreh[iSample]->Reset();
peakPosth[iSample]->Clear(); peakPosth[iSample]->Reset();
peakSFPosth[iSample]->Clear(); peakSFPosth[iSample]->Reset();
tailh[iSample]->Clear(); tailh[iSample]->Reset();
}
////////////////////
// Reading input
////////////////////
for (int iSample = 0; iSample < NSamples; iSample++){
TString histoName = lep[ilep]; histoName += "-SearchRegionPreIsoTrackVeto/Mt";
inBaseDir[iSample]->GetObject(histoName, mth[iSample]);
n1 = mth[0]->FindBin(50.);
n2 = mth[0]->FindBin(79.99);
n3 = mth[0]->FindBin(mtCut);
n4 = mth[0]->GetNbinsX() + 1;
integral = mth[iSample]->IntegralAndError( n1, n2, error);
peakPreh[iSample]->SetBinContent(1, integral);
peakPreh[iSample]->SetBinError(1, error);
}
for (int iSample = 0; iSample < NSamples; iSample++){
TString histoName = lep[ilep]; histoName += "-CR5/Mt";
inBaseDir[iSample]->GetObject(histoName, mth[iSample]);
n1 = mth[0]->FindBin(50.);
n2 = mth[0]->FindBin(79.99);
n3 = mth[0]->FindBin(mtCut);
n4 = mth[0]->GetNbinsX() + 1;
integral = mth[iSample]->IntegralAndError( n1, n2, error);
peakPosth[iSample]->SetBinContent(1, integral);
peakPosth[iSample]->SetBinError(1, error);
integral = mth[iSample]->IntegralAndError( n3, n4, error);
tailh[iSample]->SetBinContent(1, integral);
tailh[iSample]->SetBinError(1, error);
}
///////////////////////////////////////////
// Mt peak weight
///////////////////////////////////////////
// peak SF Pre
peakSFPreh[1]->Add(peakPreh[0]);
peakSFPreh[1]->Add(peakPreh[3], -1.);
peakSFPreh[1]->Add(peakPreh[4], -1.);
denh->Clear(); denh->Reset();
denh->Add(peakPreh[1]);
denh->Add(peakPreh[2]);
peakSFPreh[1]->Divide(denh);
peakSFPre = peakSFPreh[1]->GetBinContent(1);
peakSFPreErr = peakSFPreh[1]->GetBinError(1);
peakSFPreh[2]->SetBinContent( 1, peakSFPre);
peakSFPreh[2]->SetBinError( 1, peakSFPreErr);
// peak SF Post
peakSFPosth[2]->Add(peakPosth[0]);
tmph->Clear(); tmph->Reset();
peakSFPosth[2]->Add(peakPosth[3], -1.);
peakSFPosth[2]->Add(peakPosth[4], -1.);
tmph->Add(peakPosth[1]);
tmph->Multiply(peakSFPreh[1]);
tmph->Add(peakPosth[2]);
peakSFPosth[2]->Divide(tmph);
peakSFPost = peakSFPosth[2]->GetBinContent(1);
peakSFPostErr = peakSFPosth[2]->GetBinError(1);
///////////////////////////////////////////
// Tail and SF
///////////////////////////////////////////
tailData = tailh[0]->GetBinContent(1);
tailDataErr = tailh[0]->GetBinError(1);
tmph->Clear(); tmph->Reset();
denh->Clear(); denh->Reset();
denh->Add(tailh[1]);
denh->Multiply(peakSFPreh[1]);
tmph->Add(tailh[2]);
tmph->Multiply(peakSFPosth[2]);
denh->Add(tmph);
denh->Add(tailh[3]);
denh->Add(tailh[4]);
tailMC = denh->GetBinContent(1);
tailMCErr = denh->GetBinError(1);
tailDiLep = tailh[2]->GetBinContent(1);
tailDiLepErr = tailh[2]->GetBinError(1);
SFh->Add(tailh[0]);
SFh->Divide(denh);
SF = SFh->GetBinContent(1);
SFErr = SFh->GetBinError(1);
///////////////////////////////////////////////
// Fill outTree
///////////////////////////////////////////////
tree[ilep]->Fill();
//////////////////////////////////
// Pritn some output
//////////////////////////////////
cout<<ID<<"\t";
cout<<iSR<<" "<<ilep<<"\t";
cout<<peakSFPre<<"+-"<<peakSFPreErr<<"\t";
cout<<peakSFPost<<"+-"<<peakSFPostErr<<"\t";
cout<<SF<<"+-"<<SFErr<<endl;
}
}
for (int iSample = 0; iSample < NSamples; iSample++)
inFile[iSample]->Close();
for (int ilep = 0; ilep < NLep; ilep++){
outFile->cd();
tree[ilep]->Write();
}
return 0;
}