double* fitHist(TCanvas *iC, bool iDoMu,int iPlot, std::string iName,TH1D *iData,TH1D *iW,TH1D *iEWK,TH1D *iAntiData,TH1D *iAntiW,TH1D *iAntiEWK,const Double_t METMAX,const Int_t NBINS,const Double_t lumi,const Int_t Ecm,int iAltQCD) {
//
// Declare fit parameters for signal and background yields
// Note: W signal and EWK+top PDFs are constrained to the ratio described in MC
//
RooRealVar nSig(("nSig"+iName).c_str(),("nSig"+iName).c_str(),0.7*(iData->Integral()),0,iData->Integral());
RooRealVar nQCD(("nQCD"+iName).c_str(),("nQCD"+iName).c_str(),0.3*(iData->Integral()),0,iData->Integral());
RooRealVar cewk(("cewk"+iName).c_str(),("cewk"+iName).c_str(),0.1,0,5) ;
cewk.setVal(iEWK->Integral()/iW->Integral());
cewk.setConstant(kTRUE);
RooFormulaVar nEWK(("nEWK"+iName).c_str(),("nEWK"+iName).c_str(),("cewk"+iName+"*nSig"+iName).c_str(),RooArgList(nSig,cewk));
RooRealVar nAntiSig(("nAntiSig"+iName).c_str(),("nAntiSig"+iName).c_str(),0.05*(iAntiData->Integral()),0,iAntiData->Integral());
RooRealVar nAntiQCD(("nAntiQCD"+iName).c_str(),("nAntiQCD"+iName).c_str(),0.9 *(iAntiData->Integral()),0,iAntiData->Integral());
RooRealVar dewk (("dewk" +iName).c_str(),("dewk" +iName).c_str(),0.1,0,5) ;
dewk.setVal(iAntiEWK->Integral()/iAntiW->Integral());
dewk.setConstant(kTRUE);
RooFormulaVar nAntiEWK(("nAntiEWK"+iName).c_str(),("nAntiEWK"+iName).c_str(),("dewk"+iName+"*nAntiSig"+iName).c_str(),RooArgList(nAntiSig,dewk));
//
// Construct PDFs for fitting
//
RooRealVar pfmet(("pfmet"+iName).c_str(),("pfmet"+iName).c_str(),0,METMAX);
pfmet.setBins(NBINS);
// Signal PDFs
RooDataHist wMet (("wMET" +iName).c_str(), ("wMET" +iName).c_str(), RooArgSet(pfmet),iW);
RooHistPdf pdfW(( "w"+iName).c_str(), ( "w"+iName).c_str(), pfmet, wMet, 1);
RooDataHist awMet (("awMET"+iName).c_str(), ("awMET"+iName).c_str(), RooArgSet(pfmet),iAntiW);
RooHistPdf apdfW(("aw"+iName).c_str(), ("aw"+iName).c_str(), pfmet,awMet, 1);
// EWK+top PDFs
RooDataHist ewkMet (("ewkMET" +iName).c_str(),( "ewkMET"+iName).c_str(), RooArgSet(pfmet),iEWK);
RooHistPdf pdfEWK (( "ewk"+iName).c_str(),( "ewk"+iName).c_str(), pfmet,ewkMet, 1);
RooDataHist aewkMet(("aewkMET"+iName).c_str(),("aewkMET"+iName).c_str(), RooArgSet(pfmet),iAntiEWK);
RooHistPdf apdfEWK (("aewk"+iName).c_str(),("aewk"+iName).c_str(), pfmet,aewkMet, 1);
// QCD Pdfs
CPepeModel0 qcd0 (("qcd0" +iName).c_str(),pfmet);
CPepeModel1 qcd1 (("qcd1" +iName).c_str(),pfmet);
CPepeModel2 qcd2 (("qcd2" +iName).c_str(),pfmet);
CPepeModel0 aqcd0(("aqcd0"+iName).c_str(),pfmet);
CPepeModel1 aqcd1(("aqcd1"+iName).c_str(),pfmet,qcd1.sigma);
CPepeModel2 aqcd2(("aqcd2"+iName).c_str(),pfmet);
RooGenericPdf *lQCD = qcd0.model;
RooGenericPdf *lAQCD = aqcd0.model;
if(iDoMu) lQCD = qcd1.model;
if(iDoMu) lAQCD = aqcd1.model;
if(iAltQCD == 0) lQCD = qcd0.model;
if(iAltQCD == 1) lQCD = qcd1.model;
if(iAltQCD == 2) lQCD = qcd2.model;
if(iAltQCD == 0) lAQCD = aqcd0.model;
if(iAltQCD == 1) lAQCD = aqcd1.model;
if(iAltQCD == 2) lAQCD = aqcd2.model;
// Signal + Background PDFs
RooAddPdf pdfMet (("pdfMet"+iName).c_str(), ("pdfMet" +iName).c_str(), RooArgList(pdfW ,pdfEWK ,*lQCD), RooArgList(nSig,nEWK,nQCD));
RooAddPdf apdfMet(("apdfMet"+iName).c_str(),("apdfMet"+iName).c_str(), RooArgList(apdfW,apdfEWK,*lAQCD), RooArgList(nAntiSig,nAntiEWK,nAntiQCD));
// PDF for simultaneous fit
RooCategory rooCat("rooCat","rooCat");
rooCat.defineType("Select");
rooCat.defineType("Anti");
RooSimultaneous pdfTotal("pdfTotal","pdfTotal",rooCat);
pdfTotal.addPdf(pdfMet, "Select");
if(iDoMu) pdfTotal.addPdf(apdfMet,"Anti");
// Perform fits
RooDataHist dataMet (("dataMet"+iName).c_str(),("dataMet"+iName).c_str(), RooArgSet(pfmet),iData);
RooDataHist antiMet (("antiMet"+iName).c_str(),("antiMet"+iName).c_str(), RooArgSet(pfmet),iAntiData);
RooDataHist dataTotal(("data" +iName).c_str(),("data" +iName).c_str(), RooArgList(pfmet), Index(rooCat),
Import("Select", dataMet),
Import("Anti", antiMet));
RooFitResult *fitRes = 0;
bool runMinos = kTRUE;
if(iPlot == 0 || iPlot == 3) runMinos = kFALSE; //Remove Minos when running toys (too damn slow)
if(!iDoMu) fitRes = pdfMet .fitTo(dataMet ,Extended(),Minos(runMinos),Save(kTRUE));
if( iDoMu) fitRes = pdfTotal.fitTo(dataTotal,Extended(),Minos(runMinos),Save(kTRUE));
double *lResults = new double[16];
lResults[0] = nSig.getVal();
lResults[1] = nEWK.getVal();
lResults[2] = nQCD.getVal();
lResults[3] = nAntiSig.getVal();
lResults[4] = nAntiEWK.getVal();
lResults[5] = nAntiQCD.getVal();
if(!iDoMu) lResults[6] = double(qcd0.sigma->getVal());
if( iDoMu) lResults[6] = double(qcd1.sigma->getVal());
lResults[7] = 0.;
if(!iDoMu) lResults[7] = qcd1.a1->getVal();
lResults[8] = nSig .getPropagatedError(*fitRes);
lResults[9] = nEWK .getPropagatedError(*fitRes);
lResults[10] = nQCD .getPropagatedError(*fitRes);
lResults[11] = nAntiSig.getPropagatedError(*fitRes);
lResults[12] = nAntiEWK.getPropagatedError(*fitRes);
lResults[13] = nAntiQCD.getPropagatedError(*fitRes);
if( iDoMu) lResults[14] = qcd0.sigma->getError();
if(!iDoMu) lResults[14] = qcd1.sigma->getError();
if( iDoMu) lResults[15] = 0;
if(!iDoMu) lResults[15] = qcd1.a1 ->getError();
if(iPlot == 0 ) return lResults;
//
// Use histogram version of fitted PDFs to make ratio plots
// (Will also use PDF histograms later for Chi^2 and KS tests)
//
TH1D *hPdfMet = (TH1D*)(pdfMet.createHistogram(("hPdfMet"+iName).c_str(), pfmet));
hPdfMet->Scale((nSig.getVal()+nEWK.getVal()+nQCD.getVal())/hPdfMet->Integral());
TH1D *hMetDiff = makeDiffHist(iData,hPdfMet,"hMetDiff"+iName);
hMetDiff->SetMarkerStyle(kFullCircle);
hMetDiff->SetMarkerSize(0.9);
TH1D *hPdfAntiMet = (TH1D*)(apdfMet.createHistogram(("hPdfAntiMet"+iName).c_str(), pfmet));
hPdfAntiMet->Scale((nAntiSig.getVal()+nAntiEWK.getVal()+nAntiQCD.getVal())/hPdfAntiMet->Integral());
TH1D *hAntiMetDiff = makeDiffHist(iAntiData,hPdfAntiMet,"hAntiMetDiff"+iName);
hAntiMetDiff->SetMarkerStyle(kFullCircle);
hAntiMetDiff->SetMarkerSize(0.9);
if(iPlot == 3 ) {
//Build best fit QCD with default W and EWK Shap
TH1D *hPdfMetQCD = (TH1D*)(lQCD ->createHistogram(("hPdfMetQCD" +iName).c_str(), pfmet));
TH1D *hPdfAMetQCD = (TH1D*)(lAQCD->createHistogram(("hPdfAntiMetQCD"+iName).c_str(), pfmet));
hPdfMetQCD ->Scale(nQCD .getVal()/hPdfMetQCD ->Integral());
hPdfAMetQCD->Scale(nAntiQCD.getVal()/hPdfAMetQCD->Integral());
TH1D *pW = (TH1D*) iW ->Clone("WForToys");
pW ->Scale(nSig .getVal()/pW ->Integral());
TH1D *pEWK = (TH1D*) iEWK ->Clone("EWKForToys");
pEWK ->Scale(nEWK .getVal()/pEWK ->Integral());
TH1D *pAW = (TH1D*) iAntiW ->Clone("AWForToys");
pAW ->Scale(nAntiSig.getVal()/pAW ->Integral());
TH1D *pAEWK = (TH1D*) iAntiEWK->Clone("AEWKForToys");
pAEWK->Scale(nAntiEWK.getVal()/pAEWK->Integral());
hPdfMetQCD ->Add(pW);
hPdfMetQCD ->Add(pEWK);
hPdfAMetQCD->Add(pAW);
hPdfAMetQCD->Add(pAEWK);
fBestFit = hPdfMetQCD;
fAntiBestFit = hPdfAMetQCD;
return lResults;
}
//--------------------------------------------------------------------------------------------------------------
// Make plots
//==============================================================================================================
char ylabel[100]; // string buffer for y-axis label
// file format for output plots
const TString format("png");
// label for lumi
char lumitext[100];
if(lumi<0.1) sprintf(lumitext,"%.1f pb^{-1} at #sqrt{s} = %i TeV",lumi*1000.,Ecm);
else sprintf(lumitext,"%.2f fb^{-1} at #sqrt{s} = %i TeV",lumi ,Ecm);
// plot colors
Int_t linecolorW = kOrange-3;
Int_t fillcolorW = kOrange-2;
Int_t linecolorEWK = kOrange+10;
Int_t fillcolorEWK = kOrange+7;
Int_t linecolorQCD = kViolet+2;
Int_t fillcolorQCD = kViolet-5;
Int_t ratioColor = kGray+2;
//
// Dummy histograms for TLegend
// (Nobody can figure out how to properly pass RooFit objects...)
//
TH1D *hDummyData = new TH1D("hDummyData","",0,0,10);
hDummyData->SetMarkerStyle(kFullCircle);
hDummyData->SetMarkerSize(0.9);
TH1D *hDummyW = new TH1D("hDummyW","",0,0,10);
hDummyW->SetLineColor(linecolorW);
hDummyW->SetFillColor(fillcolorW);
hDummyW->SetFillStyle(1001);
TH1D *hDummyEWK = new TH1D("hDummyEWK","",0,0,10);
hDummyEWK->SetLineColor(linecolorEWK);
hDummyEWK->SetFillColor(fillcolorEWK);
hDummyEWK->SetFillStyle(1001);
TH1D *hDummyQCD = new TH1D("hDummyQCD","",0,0,10);
hDummyQCD->SetLineColor(linecolorQCD);
hDummyQCD->SetFillColor(fillcolorQCD);
hDummyQCD->SetFillStyle(1001);
//
// W MET plot
//
RooPlot *wmframe = pfmet.frame(Bins(NBINS));
dataMet.plotOn(wmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
pdfMet.plotOn(wmframe,FillColor(fillcolorW),DrawOption("F"));
pdfMet.plotOn(wmframe,LineColor(linecolorW));
pdfMet.plotOn(wmframe,Components(RooArgSet(pdfEWK,*lQCD)),FillColor(fillcolorEWK),DrawOption("F"));
pdfMet.plotOn(wmframe,Components(RooArgSet(pdfEWK,*lQCD)),LineColor(linecolorEWK));
pdfMet.plotOn(wmframe,Components(RooArgSet(*lQCD)),FillColor(fillcolorQCD),DrawOption("F"));
pdfMet.plotOn(wmframe,Components(RooArgSet(*lQCD)),LineColor(linecolorQCD));
pdfMet.plotOn(wmframe,Components(RooArgSet(pdfW)),LineColor(linecolorW),LineStyle(2));
dataMet.plotOn(wmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
sprintf(ylabel,"Events / %.1f GeV",iData->GetBinWidth(1));
CPlot plotMet(("fitmet"+iName).c_str(),wmframe,"","",ylabel);
plotMet.SetLegend(0.68,0.57,0.93,0.77);
plotMet.GetLegend()->AddEntry(hDummyData,"data","PL");
plotMet.GetLegend()->AddEntry(hDummyW,"W#rightarrow#mu#nu","F");
plotMet.GetLegend()->AddEntry(hDummyEWK,"EWK+t#bar{t}","F");
plotMet.GetLegend()->AddEntry(hDummyQCD,"QCD","F");
plotMet.AddTextBox(lumitext,0.55,0.80,0.90,0.86,0);
plotMet.AddTextBox("CMS Preliminary",0.63,0.92,0.95,0.99,0);
plotMet.SetYRange(0.1,1.1*(iData->GetMaximum()));
plotMet.Draw(iC,kFALSE,format,1);
CPlot plotMetDiff(("fitmet"+iName).c_str(),"","#slash{E}_{T} [GeV]","#chi");
plotMetDiff.AddHist1D(hMetDiff,"EX0",ratioColor);
plotMetDiff.SetYRange(-8,8);
plotMetDiff.AddLine(0, 0,METMAX, 0,kBlack,1);
plotMetDiff.AddLine(0, 5,METMAX, 5,kBlack,3);
plotMetDiff.AddLine(0,-5,METMAX,-5,kBlack,3);
plotMetDiff.Draw(iC,kTRUE,format,2);
plotMet.Draw(iC,kTRUE,format,1);
plotMet.SetName(("fitmetlog"+iName).c_str());
plotMet.SetLogy();
plotMet.SetYRange(1e-3*(iData->GetMaximum()),10*(iData->GetMaximum()));
plotMet.Draw(iC,kTRUE,format,1);
if(iDoMu) {
RooPlot *awmframe = pfmet.frame(Bins(NBINS));
antiMet.plotOn(awmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
apdfMet.plotOn(awmframe,FillColor(fillcolorW),DrawOption("F"));
apdfMet.plotOn(awmframe,LineColor(linecolorW));
apdfMet.plotOn(awmframe,Components(RooArgSet(apdfEWK,*lQCD)),FillColor(fillcolorEWK),DrawOption("F"));
apdfMet.plotOn(awmframe,Components(RooArgSet(apdfEWK,*lQCD)),LineColor(linecolorEWK));
apdfMet.plotOn(awmframe,Components(RooArgSet(*lQCD)),FillColor(fillcolorQCD),DrawOption("F"));
apdfMet.plotOn(awmframe,Components(RooArgSet(*lQCD)),LineColor(linecolorQCD));
apdfMet.plotOn(awmframe,Components(RooArgSet(apdfW)),LineColor(linecolorW),LineStyle(2));
antiMet.plotOn(awmframe,MarkerStyle(kFullCircle),MarkerSize(0.9),DrawOption("ZP"));
sprintf(ylabel,"Events / %.1f GeV",iAntiData->GetBinWidth(1));
CPlot plotAntiMet(("fitantimet"+iName).c_str(),awmframe,"","",ylabel);
plotAntiMet.SetLegend(0.68,0.57,0.93,0.77);
plotAntiMet.GetLegend()->AddEntry(hDummyData,"data","PL");
plotAntiMet.GetLegend()->AddEntry(hDummyW,"W#rightarrow#mu#nu","F");
plotAntiMet.GetLegend()->AddEntry(hDummyEWK,"EWK+t#bar{t}","F");
plotAntiMet.GetLegend()->AddEntry(hDummyQCD,"QCD","F");
plotAntiMet.AddTextBox(lumitext,0.55,0.80,0.90,0.86,0);
plotAntiMet.AddTextBox("CMS Preliminary",0.63,0.92,0.95,0.99,0);
plotAntiMet.SetYRange(0.1,1.1*(iAntiData->GetMaximum()));
plotAntiMet.Draw(iC,kFALSE,format,1);
CPlot plotAntiMetDiff(("fitantimet"+iName).c_str(),"","#slash{E}_{T} [GeV]","#chi");
plotAntiMetDiff.AddHist1D(hMetDiff,"EX0",ratioColor);
plotAntiMetDiff.SetYRange(-8,8);
plotAntiMetDiff.AddLine(0, 0,METMAX, 0,kBlack,1);
plotAntiMetDiff.AddLine(0, 5,METMAX, 5,kBlack,3);
plotAntiMetDiff.AddLine(0,-5,METMAX,-5,kBlack,3);
plotAntiMetDiff.Draw(iC,kTRUE,format,2);
plotAntiMet.SetName(("fitantimetlog"+iName).c_str());
plotAntiMet.SetLogy();
plotAntiMet.SetYRange(1e-3*(iAntiData->GetMaximum()),10*(iAntiData->GetMaximum()));
plotAntiMet.Draw(iC,kTRUE,format,1);
}
if(iPlot == 1) return lResults;
ofstream txtfile;
std::string txtfName = "fitres"+iName;
if( iDoMu) txtfName + "Mu.txt";
if(!iDoMu) txtfName + "Mu.txt";
ios_base::fmtflags flags;
cout << " --- test " << iData->Integral() << " -- " << hPdfMet->Integral() << endl;
Double_t chi2prob = iData->Chi2Test(hPdfMet,"PUW");
Double_t chi2ndf = iData->Chi2Test(hPdfMet,"CHI2/NDFUW");
Double_t ksprob = iData->KolmogorovTest(hPdfMet);
Double_t ksprobpe = 1;//iData->KolmogorovTest(hPdfMet,"DX");
txtfile.open(txtfName.c_str());
assert(txtfile.is_open());
flags = txtfile.flags();
txtfile << setprecision(10);
txtfile << " *** Yields *** " << endl;
txtfile << "Selected: " << iData->Integral() << endl;
txtfile << " Signal: " << nSig.getVal() << " +/- " << nSig.getPropagatedError(*fitRes) << endl;
txtfile << " QCD: " << nQCD.getVal() << " +/- " << nQCD.getPropagatedError(*fitRes) << endl;
txtfile << " Other: " << nEWK.getVal() << " +/- " << nEWK.getPropagatedError(*fitRes) << endl;
txtfile << endl;
txtfile.flags(flags);
fitRes->printStream(txtfile,RooPrintable::kValue,RooPrintable::kVerbose);
txtfile << endl;
printCorrelations(txtfile, fitRes);
txtfile << endl;
printChi2AndKSResults(txtfile, chi2prob, chi2ndf, ksprob, ksprobpe);
txtfile.close();
return lResults;
}
void Draw3paneleff() {
gStyle->SetOptStat(kFALSE);
TString outG="G1.root";
TCanvas *c1 = new TCanvas("","",1000,400);
c1->Divide(3);
gStyle->SetErrorX(0);
double hfbin[]= {0,1,2,3,4,6,8,10,13,16,20,25,30,40,55,70,90};
int nhfbin = 16;
TString name, dirname;
TFile *fDSeff = TFile::Open("/scratch/xuq7/Centrality/pPbHijing_EffCorr_forNBD.root");
TFile *ftreff = TFile::Open("/scratch/xuq7/Centrality/pPbHist_Hijing_TrandEs.root");
TH1D* hbef = (TH1D*)ftreff->Get("hHFEnergy4");
TH1D* rehbef = (TH1D*)hbef->Rebin(nhfbin,"rehHFEnergy4",hfbin);
TH1D* haft = (TH1D*)ftreff->Get("hHFEnergy4_tr");
TH1D* rehaft = (TH1D*)haft->Rebin(nhfbin,"rehHFEnergy4_tr",hfbin);
TGraphAsymmErrors *gtreff = new TGraphAsymmErrors();
gtreff->BayesDivide(rehaft,rehbef);
TGraphAsymmErrors *geff = (TGraphAsymmErrors*)fDSeff->Get("regEffHF4");
for(int i=0; i<geff->GetN(); i++) {
geff->SetPointEXlow(i,0);
geff->SetPointEXhigh(i,0);
gtreff->SetPointEXlow(i,0);
gtreff->SetPointEXhigh(i,0);
}
geff->SetTitle("");
geff->SetMarkerStyle(33);
geff->SetMarkerColor(5);
geff->SetMarkerSize(1.3);
gtreff->SetTitle("");
gtreff->SetMarkerStyle(21);
gtreff->SetMarkerColor(6);
gtreff->SetMarkerSize(1.3);
for(int cenvar=0; cenvar<3; cenvar++) {
TFile *f = TFile::Open(Form("%s/%s",cenvardir[cenvar].Data(),outG.Data()));
c1->cd(cenvar+1);
TObjString* dataname = (TObjString*)f->Get(Form("dataname"));
TObjString* histoname = (TObjString*)f->Get(Form("histoname"));
TFile *fdata = TFile::Open(dataname->GetString());
TH1D *histo_obs = (TH1D*)fdata->Get(histoname->GetString());
histo_obs->Sumw2();
TH1D* hFrame = histo_obs->Clone();
hFrame->Reset();
hFrame->SetTitle("");
hFrame->SetMaximum(1.2);
hFrame->SetMinimum(0);
if(cenvar==0)hFrame->GetYaxis()->SetTitle("ratio");
else hFrame->GetYaxis()->SetTitle("");
hFrame->GetXaxis()->SetRangeUser(0,100);
hFrame->GetXaxis()->CenterTitle(0);
hFrame->GetYaxis()->CenterTitle(1);
hFrame->GetYaxis()->SetTitleOffset(1.1);
hFrame->GetXaxis()->SetTitleOffset(1.1);
hFrame->GetXaxis()->SetTitleSize(0.056);
hFrame->GetYaxis()->SetTitleSize(0.056);
hFrame->GetXaxis()->SetLabelSize(0.05);
hFrame->GetYaxis()->SetLabelSize(0.05);
int binnum = histo_obs->GetNbinsX();
double Minx = histo_obs->GetXaxis()->GetXmin();
double Maxx = histo_obs->GetXaxis()->GetXmax();
double binsize = (Double_t)(Maxx-Minx)/binnum;
hFrame->Draw();
TLegend *leg = new TLegend(0.40, 0.2, 0.65, 0.4);
for(int sth=0; sth<3; sth++) {
int Gth=0;
if(sth==0) {
dirname = "std";
}
else if(sth==1) {
dirname ="Gri055";
}
else {
dirname ="Gri101";
}
hFrame->GetXaxis()->SetTitle(cenvariable[cenvar]);
if(Gth==0)
name = "G0";
else if(Gth<nGlau)
name = Form("Glau_%d",Gth);
else
name = Form("bin_%d",Gth-nGlau+1);
TObjString* Glaubername = (TObjString*)f->Get(Form("%s/%s/Glaubername",dirname.Data(),name.Data()));
TVectorD* xmin = (TVectorD*)f->Get(Form("%s/%s/xmin",dirname.Data(),name.Data()));
TVectorD* xmax = (TVectorD*)f->Get(Form("%s/%s/xmax",dirname.Data(),name.Data()));
TVectorD* mubest = (TVectorD*)f->Get(Form("%s/%s/mubest",dirname.Data(),name.Data()));
TVectorD* kbest = (TVectorD*)f->Get(Form("%s/%s/kbest",dirname.Data(),name.Data()));
TVectorD* Ndf = (TVectorD*)f->Get(Form("%s/%s/Ndf",dirname.Data(),name.Data()));
TVectorD* chis = (TVectorD*)f->Get(Form("%s/%s/chis",dirname.Data(),name.Data()));
TVectorD *kpoint = (TVectorD*)f->Get(Form("%s/%s/kpoint",dirname.Data(),name.Data()));
int xbinmin=(int)(((*xmin)[0]-Minx)/binsize);
int xbinmax=(int)(((*xmax)[0]-Minx)/binsize);
TFile *fGlauber = TFile::Open(Glaubername->GetString());
TH1D *histo_exp = new TH1D("histo_exp","Simulated distribution;Multiplicity;Event Fraction",binnum,Minx,Maxx);
histo_exp->Sumw2();
Int_t ibin;
TH1D *histo_obs_norm = (TH1D*)histo_obs->Clone();
histo_obs_norm->Scale(1/histo_obs->Integral(xbinmin,xbinmax));
TF1 *NBD_fun = new
TF1("NBD_fun","[0]*TMath::Gamma(x+[1])/(TMath::Gamma(x+1)*TMath::Gamma([1]))*TMath::Power([2]/[1],x)/TMath::Power([2]/[1]+1,x+[1])",0,100);
NBD_fun->SetParameter(0,1); //[0]: Normalized constant
NBD_fun->SetParameter(1,(*kbest)[0]); //[1]: k value
NBD_fun->SetParameter(2,(*mubest)[0]); //[2]: mu value
TTree *t = (TTree*) fGlauber->Get("nt_p_Pb");
Long_t Nevent;
Nevent = (Long_t) t->GetEntries();
Long_t Ev;
Int_t Bino;
Double_t Para, Bi_Para, Mult;
Float_t Ncoll;
t->SetBranchAddress("Ncoll",&Ncoll);
for(Ev=0; Ev<Nevent; Ev++) {
if(Ev%100000==0) cout<<"Have run "<<Ev<<" events"<<endl;
t->GetEntry(Ev);
Para = 0; //make sure that Para doesn't accumulate through loops
for(Bino=0; Bino<Ncoll; Bino++) {
Bi_Para = NBD_fun->GetRandom();
Para += Bi_Para;
}
histo_exp->Fill(Para);
}
Double_t SumEvent, scale;
SumEvent = histo_exp->Integral(xbinmin,xbinmax);
scale = 1/SumEvent;
TH1D *histo_exp_norm = (TH1D*) histo_exp->Clone();
histo_exp_norm->Scale(scale);
rehisto_obs_norm = (TH1D*)histo_obs_norm->Rebin(nhfbin,"rehisto_obs_norm",hfbin);
normalizeByBinWidth(rehisto_obs_norm);
rehisto_exp_norm = (TH1D*)histo_exp_norm->Rebin(nhfbin,"rehisto_exp_norm",hfbin);
normalizeByBinWidth(rehisto_exp_norm);
TH1D* ratio = (TH1D*)rehisto_obs_norm->Clone("ratio");
ratio->Divide(rehisto_exp_norm);
ratio->SetTitle("");
ratio->SetLineColor(1);
ratio->SetMarkerStyle(20);
ratio->SetMarkerColor(color_[sth]);
ratio->SetMarkerSize(1.3);
ratio->Draw("Psame");
geff->Draw("Psame");
gtreff->Draw("Psame");
leg->AddEntry(ratio,Form("data/fit %s",Grilist[sth].Data()),"p");
}
leg->SetFillColor(10);
leg->SetFillStyle(0);
leg->SetBorderSize(0.035);
leg->SetTextFont(42);
leg->SetTextSize(0.045);
leg->AddEntry(geff,"DS efficiency","p");
leg->AddEntry(gtreff,"Event selection efficiency","p");
if(cenvar==2) leg->Draw("same");
TLine *l = new TLine(0,1,90,1);
l->SetLineStyle(2);
l->Draw("same");
}
c1->SaveAs(Form("ratiovseff.png"));
c1->SaveAs(Form("ratiovseff.pdf"));
}
void plotFakeRate_eta(){
TFile *f1= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/DYJetsToLL_M-50_TuneCUETP8M1_13TeV-amcatnloFXFX-pythia8_hadd.root");
TFile *f2= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/QCD_HT100to200_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *f3= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/QCD_HT200to300_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *f4= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/QCD_HT300to500_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *f5= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/QCD_HT500to700_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *f6= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/QCD_HT700to1000_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *f7= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/QCD_HT1000to1500_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *f8= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/QCD_HT1500to2000_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *g1= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/WJetsToLNu_HT-100To200_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *g2= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/WJetsToLNu_HT-200To400_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *g3= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/WJetsToLNu_HT-400To600_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *g4= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/WJetsToLNu_HT-600To800_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *g5= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/WJetsToLNu_HT-800To1200_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *g6= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/WJetsToLNu_HT-1200To2500_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *g7= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/WJetsToLNu_HT-2500ToInf_TuneCUETP8M1_13TeV-madgraphMLM-pythia8_hadd.root");
TFile *h1= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds/nominal/DoubleMuon_Run2015C_16Dec2015_hadd.root");
TFile *h2= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds/nominal/DoubleMuon_Run2015D_16Dec2015_hadd.root");
TFile *h3= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds/nominal/DoubleEG_Run2015C_16Dec2015_hadd.root");
TFile *h4= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds/nominal/DoubleEG_Run2015D_16Dec2015_hadd.root");
TFile *h5= TFile::Open("root://cmseos.fnal.gov//store/user/lpcljm/LJMet_FakeRateTest_step1PtEtahadds_rizki/nominal/TT_TuneCUETP8M1_13TeV-powheg-pythia8_hadd.root");
/*
NTotalSLPassed = new TH1D("NTotalSLPassed","",3,0,3);
NLooseTightEl = new TH1D("NLooseTightEl","",2,0,2);
NLooseTightMu = new TH1D("NLooseTightMu","",2,0,2);
NLooseEl_Pt = new TH1D("NLooseEl_Pt","",5,ptbins);
NLooseMu_Pt = new TH1D("NLooseMu_Pt","",5,ptbins);
NLooseEl_Eta = new TH1D("NLooseEl_Eta","",4,etabinsEl);
NLooseMu_Eta = new TH1D("NLooseMu_Eta","",4,etabinsMu);
NLooseEl_Eta = new TH1D("NLooseEl_Eta","",5,ptbins,4,etabinsEl);
NLooseMu_Eta = new TH1D("NLooseMu_Eta","",5,ptbins,4,etabinsMu);
NTightEl_Pt = new TH1D("NTightEl_Pt","",5,ptbins);
NTightMu_Pt = new TH1D("NTightMu_Pt","",5,ptbins);
NTightEl_Eta = new TH1D("NTightEl_Eta","",4,etabinsEl);
NTightMu_Eta = new TH1D("NTightMu_Eta","",4,etabinsMu);
NTightEl_Eta = new TH1D("NTightEl_Eta","",5,ptbins,4,etabinsEl);
NTightMu_Eta = new TH1D("NTightMu_Eta","",5,ptbins,4,etabinsMu);
*/
TH1D *NLEl_DY = (TH1D*)f1->Get("NLooseEl_Eta");
TH1D *NLMu_DY = (TH1D*)f1->Get("NLooseMu_Eta");
TH1D *NTEl_DY = (TH1D*)f1->Get("NTightEl_Eta");
TH1D *NTMu_DY = (TH1D*)f1->Get("NTightMu_Eta");
TH1D *NLEl_WJ100 = (TH1D*)g1->Get("NLooseEl_Eta");
TH1D *NLMu_WJ100 = (TH1D*)g1->Get("NLooseMu_Eta");
TH1D *NTEl_WJ100 = (TH1D*)g1->Get("NTightEl_Eta");
TH1D *NTMu_WJ100 = (TH1D*)g1->Get("NTightMu_Eta");
TH1D *NLEl_WJ200 = (TH1D*)g2->Get("NLooseEl_Eta");
TH1D *NLMu_WJ200 = (TH1D*)g2->Get("NLooseMu_Eta");
TH1D *NTEl_WJ200 = (TH1D*)g2->Get("NTightEl_Eta");
TH1D *NTMu_WJ200 = (TH1D*)g2->Get("NTightMu_Eta");
TH1D *NLEl_WJ400 = (TH1D*)g3->Get("NLooseEl_Eta");
TH1D *NLMu_WJ400 = (TH1D*)g3->Get("NLooseMu_Eta");
TH1D *NTEl_WJ400 = (TH1D*)g3->Get("NTightEl_Eta");
TH1D *NTMu_WJ400 = (TH1D*)g3->Get("NTightMu_Eta");
TH1D *NLEl_WJ600 = (TH1D*)g4->Get("NLooseEl_Eta");
TH1D *NLMu_WJ600 = (TH1D*)g4->Get("NLooseMu_Eta");
TH1D *NTEl_WJ600 = (TH1D*)g4->Get("NTightEl_Eta");
TH1D *NTMu_WJ600 = (TH1D*)g4->Get("NTightMu_Eta");
TH1D *NLEl_WJ800 = (TH1D*)g5->Get("NLooseEl_Eta");
TH1D *NLMu_WJ800 = (TH1D*)g5->Get("NLooseMu_Eta");
TH1D *NTEl_WJ800 = (TH1D*)g5->Get("NTightEl_Eta");
TH1D *NTMu_WJ800 = (TH1D*)g5->Get("NTightMu_Eta");
TH1D *NLEl_WJ1200 = (TH1D*)g6->Get("NLooseEl_Eta");
TH1D *NLMu_WJ1200 = (TH1D*)g6->Get("NLooseMu_Eta");
TH1D *NTEl_WJ1200 = (TH1D*)g6->Get("NTightEl_Eta");
TH1D *NTMu_WJ1200 = (TH1D*)g6->Get("NTightMu_Eta");
TH1D *NLEl_WJ2500 = (TH1D*)g7->Get("NLooseEl_Eta");
TH1D *NLMu_WJ2500 = (TH1D*)g7->Get("NLooseMu_Eta");
TH1D *NTEl_WJ2500 = (TH1D*)g7->Get("NTightEl_Eta");
TH1D *NTMu_WJ2500 = (TH1D*)g7->Get("NTightMu_Eta");
TH1D *NLEl_QCD100 = (TH1D*)f2->Get("NLooseEl_Eta");
TH1D *NLMu_QCD100 = (TH1D*)f2->Get("NLooseMu_Eta");
TH1D *NTEl_QCD100 = (TH1D*)f2->Get("NTightEl_Eta");
TH1D *NTMu_QCD100 = (TH1D*)f2->Get("NTightMu_Eta");
TH1D *NLEl_QCD200 = (TH1D*)f3->Get("NLooseEl_Eta");
TH1D *NLMu_QCD200 = (TH1D*)f3->Get("NLooseMu_Eta");
TH1D *NTEl_QCD200 = (TH1D*)f3->Get("NTightEl_Eta");
TH1D *NTMu_QCD200 = (TH1D*)f3->Get("NTightMu_Eta");
TH1D *NLEl_QCD300 = (TH1D*)f4->Get("NLooseEl_Eta");
TH1D *NLMu_QCD300 = (TH1D*)f4->Get("NLooseMu_Eta");
TH1D *NTEl_QCD300 = (TH1D*)f4->Get("NTightEl_Eta");
TH1D *NTMu_QCD300 = (TH1D*)f4->Get("NTightMu_Eta");
TH1D *NLEl_QCD500 = (TH1D*)f5->Get("NLooseEl_Eta");
TH1D *NLMu_QCD500 = (TH1D*)f5->Get("NLooseMu_Eta");
TH1D *NTEl_QCD500 = (TH1D*)f5->Get("NTightEl_Eta");
TH1D *NTMu_QCD500 = (TH1D*)f5->Get("NTightMu_Eta");
TH1D *NLEl_QCD700 = (TH1D*)f6->Get("NLooseEl_Eta");
TH1D *NLMu_QCD700 = (TH1D*)f6->Get("NLooseMu_Eta");
TH1D *NTEl_QCD700 = (TH1D*)f6->Get("NTightEl_Eta");
TH1D *NTMu_QCD700 = (TH1D*)f6->Get("NTightMu_Eta");
TH1D *NLEl_QCD1000 = (TH1D*)f7->Get("NLooseEl_Eta");
TH1D *NLMu_QCD1000 = (TH1D*)f7->Get("NLooseMu_Eta");
TH1D *NTEl_QCD1000 = (TH1D*)f7->Get("NTightEl_Eta");
TH1D *NTMu_QCD1000 = (TH1D*)f7->Get("NTightMu_Eta");
TH1D *NLEl_QCD1500 = (TH1D*)f8->Get("NLooseEl_Eta");
TH1D *NLMu_QCD1500 = (TH1D*)f8->Get("NLooseMu_Eta");
TH1D *NTEl_QCD1500 = (TH1D*)f8->Get("NTightEl_Eta");
TH1D *NTMu_QCD1500 = (TH1D*)f8->Get("NTightMu_Eta");
TH1D *NLEl_DMC = (TH1D*)h1->Get("NLooseEl_Eta");
TH1D *NLMu_DMC = (TH1D*)h1->Get("NLooseMu_Eta");
TH1D *NTEl_DMC = (TH1D*)h1->Get("NTightEl_Eta");
TH1D *NTMu_DMC = (TH1D*)h1->Get("NTightMu_Eta");
TH1D *NLEl_DMD = (TH1D*)h2->Get("NLooseEl_Eta");
TH1D *NLMu_DMD = (TH1D*)h2->Get("NLooseMu_Eta");
TH1D *NTEl_DMD = (TH1D*)h2->Get("NTightEl_Eta");
TH1D *NTMu_DMD = (TH1D*)h2->Get("NTightMu_Eta");
TH1D *NLEl_DEC = (TH1D*)h3->Get("NLooseEl_Eta");
TH1D *NLMu_DEC = (TH1D*)h3->Get("NLooseMu_Eta");
TH1D *NTEl_DEC = (TH1D*)h3->Get("NTightEl_Eta");
TH1D *NTMu_DEC = (TH1D*)h3->Get("NTightMu_Eta");
TH1D *NLEl_DED = (TH1D*)h4->Get("NLooseEl_Eta");
TH1D *NLMu_DED = (TH1D*)h4->Get("NLooseMu_Eta");
TH1D *NTEl_DED = (TH1D*)h4->Get("NTightEl_Eta");
TH1D *NTMu_DED = (TH1D*)h4->Get("NTightMu_Eta");
TH1D *NLEl_TT = (TH1D*)h5->Get("NLooseEl_Eta");
TH1D *NLMu_TT = (TH1D*)h5->Get("NLooseMu_Eta");
TH1D *NTEl_TT = (TH1D*)h5->Get("NTightEl_Eta");
TH1D *NTMu_TT = (TH1D*)h5->Get("NTightMu_Eta");
double scale_WJ100 = 201.4*1345.0*1.21/10205377.;
double scale_WJ200 = 201.4*359.7*1.21/4949568.;
double scale_WJ400 = 201.4*48.91*1.21/1943664.;
double scale_WJ600 = 201.4*12.05*1.21/3767766.;
double scale_WJ800 = 201.4*5.501*1.21/1568277.;
double scale_WJ1200 = 201.4*1.329*1.21/246239.;
double scale_WJ2500 = 201.4*0.03216*1.21/251982.;
double scale_QCD100 = 201.4*27990000.0/82095800.;
double scale_QCD200 = 201.4*1712000.0/18784379.;
double scale_QCD300 = 201.4*347700.0/16909004.;
double scale_QCD500 = 201.4*32100.0/19665695.;
double scale_QCD700 = 201.4*6831.0/15547962.;
double scale_QCD1000 = 201.4*1207.0/5049267.;
double scale_QCD1500 = 201.4*119.9/3939077.;
double scale_DY = 201.4*6025.2/81236727.;
double scale_TT = 201.4*831.76/97994442;
double ElCoeff = 46.8/201.4;
NTEl_WJ100->Scale(ElCoeff*scale_WJ100); NTMu_WJ100->Scale(scale_WJ100);
NTEl_WJ200->Scale(ElCoeff*scale_WJ200); NTMu_WJ200->Scale(scale_WJ200);
NTEl_WJ400->Scale(ElCoeff*scale_WJ400); NTMu_WJ400->Scale(scale_WJ400);
NTEl_WJ600->Scale(ElCoeff*scale_WJ600); NTMu_WJ600->Scale(scale_WJ600);
NTEl_WJ800->Scale(ElCoeff*scale_WJ800); NTMu_WJ800->Scale(scale_WJ800);
NTEl_WJ1200->Scale(ElCoeff*scale_WJ1200); NTMu_WJ1200->Scale(scale_WJ1200);
NTEl_WJ2500->Scale(ElCoeff*scale_WJ2500); NTMu_WJ2500->Scale(scale_WJ2500);
NLEl_WJ100->Scale(ElCoeff*scale_WJ100); NLMu_WJ100->Scale(scale_WJ100);
NLEl_WJ200->Scale(ElCoeff*scale_WJ200); NLMu_WJ200->Scale(scale_WJ200);
NLEl_WJ400->Scale(ElCoeff*scale_WJ400); NLMu_WJ400->Scale(scale_WJ400);
NLEl_WJ600->Scale(ElCoeff*scale_WJ600); NLMu_WJ600->Scale(scale_WJ600);
NLEl_WJ800->Scale(ElCoeff*scale_WJ800); NLMu_WJ800->Scale(scale_WJ800);
NLEl_WJ1200->Scale(ElCoeff*scale_WJ1200); NLMu_WJ1200->Scale(scale_WJ1200);
NLEl_WJ2500->Scale(ElCoeff*scale_WJ2500); NLMu_WJ2500->Scale(scale_WJ2500);
NTEl_QCD100->Scale(ElCoeff*scale_QCD100); NTMu_QCD100->Scale(scale_QCD100);
NTEl_QCD200->Scale(ElCoeff*scale_QCD200); NTMu_QCD200->Scale(scale_QCD200);
NTEl_QCD300->Scale(ElCoeff*scale_QCD300); NTMu_QCD300->Scale(scale_QCD300);
NTEl_QCD500->Scale(ElCoeff*scale_QCD500); NTMu_QCD500->Scale(scale_QCD500);
NTEl_QCD700->Scale(ElCoeff*scale_QCD700); NTMu_QCD700->Scale(scale_QCD700);
NTEl_QCD1000->Scale(ElCoeff*scale_QCD1000); NTMu_QCD1000->Scale(scale_QCD1000);
NTEl_QCD1500->Scale(ElCoeff*scale_QCD1500); NTMu_QCD1500->Scale(scale_QCD1500);
NLEl_QCD100->Scale(ElCoeff*scale_QCD100); NLMu_QCD100->Scale(scale_QCD100);
NLEl_QCD200->Scale(ElCoeff*scale_QCD200); NLMu_QCD200->Scale(scale_QCD200);
NLEl_QCD300->Scale(ElCoeff*scale_QCD300); NLMu_QCD300->Scale(scale_QCD300);
NLEl_QCD500->Scale(ElCoeff*scale_QCD500); NLMu_QCD500->Scale(scale_QCD500);
NLEl_QCD700->Scale(ElCoeff*scale_QCD700); NLMu_QCD700->Scale(scale_QCD700);
NLEl_QCD1000->Scale(ElCoeff*scale_QCD1000); NLMu_QCD1000->Scale(scale_QCD1000);
NLEl_QCD1500->Scale(ElCoeff*scale_QCD1500); NLMu_QCD1500->Scale(scale_QCD1500);
NTEl_DY->Scale(ElCoeff*scale_DY); NTEl_TT->Scale(ElCoeff*scale_TT);
NLEl_DY->Scale(ElCoeff*scale_DY); NLEl_TT->Scale(ElCoeff*scale_TT);
NTMu_DY->Scale(scale_DY); NTMu_TT->Scale(scale_TT);
NLMu_DY->Scale(scale_DY); NLMu_TT->Scale(scale_TT);
NTEl_WJ100->Add(NTEl_WJ200); NTMu_WJ100->Add(NTMu_WJ200);
NTEl_WJ100->Add(NTEl_WJ400); NTMu_WJ100->Add(NTMu_WJ400);
NTEl_WJ100->Add(NTEl_WJ600); NTMu_WJ100->Add(NTMu_WJ600);
NTEl_WJ100->Add(NTEl_WJ800); NTMu_WJ100->Add(NTMu_WJ800);
NTEl_WJ100->Add(NTEl_WJ1200); NTMu_WJ100->Add(NTMu_WJ1200);
NTEl_WJ100->Add(NTEl_WJ2500); NTMu_WJ100->Add(NTMu_WJ2500);
NLEl_WJ100->Add(NLEl_WJ200); NLMu_WJ100->Add(NLMu_WJ200);
NLEl_WJ100->Add(NLEl_WJ400); NLMu_WJ100->Add(NLMu_WJ400);
NLEl_WJ100->Add(NLEl_WJ600); NLMu_WJ100->Add(NLMu_WJ600);
NLEl_WJ100->Add(NLEl_WJ800); NLMu_WJ100->Add(NLMu_WJ800);
NLEl_WJ100->Add(NLEl_WJ1200); NLMu_WJ100->Add(NLMu_WJ1200);
NLEl_WJ100->Add(NLEl_WJ2500); NLMu_WJ100->Add(NLMu_WJ2500);
NTEl_QCD100->Add(NTEl_QCD200); NTMu_QCD100->Add(NTMu_QCD200);
NTEl_QCD100->Add(NTEl_QCD300); NTMu_QCD100->Add(NTMu_QCD300);
NTEl_QCD100->Add(NTEl_QCD500); NTMu_QCD100->Add(NTMu_QCD500);
NTEl_QCD100->Add(NTEl_QCD700); NTMu_QCD100->Add(NTMu_QCD700);
NTEl_QCD100->Add(NTEl_QCD1000); NTMu_QCD100->Add(NTMu_QCD1000);
NTEl_QCD100->Add(NTEl_QCD1500); NTMu_QCD100->Add(NTMu_QCD1500);
NLEl_QCD100->Add(NLEl_QCD200); NLMu_QCD100->Add(NLMu_QCD200);
NLEl_QCD100->Add(NLEl_QCD300); NLMu_QCD100->Add(NLMu_QCD300);
NLEl_QCD100->Add(NLEl_QCD500); NLMu_QCD100->Add(NLMu_QCD500);
NLEl_QCD100->Add(NLEl_QCD700); NLMu_QCD100->Add(NLMu_QCD700);
NLEl_QCD100->Add(NLEl_QCD1000); NLMu_QCD100->Add(NLMu_QCD1000);
NLEl_QCD100->Add(NLEl_QCD1500); NLMu_QCD100->Add(NLMu_QCD1500);
NTEl_DEC->Add(NTEl_DED); NTMu_DEC->Add(NTMu_DED);
NTEl_DEC->Add(NTEl_DMC); NTMu_DEC->Add(NTMu_DMC);
NTEl_DEC->Add(NTEl_DMD); NTMu_DEC->Add(NTMu_DMD);
NLEl_DEC->Add(NLEl_DED); NLMu_DEC->Add(NLMu_DED);
NLEl_DEC->Add(NLEl_DMC); NLMu_DEC->Add(NLMu_DMC);
NLEl_DEC->Add(NLEl_DMD); NLMu_DEC->Add(NLMu_DMD);
TH1D *NREl_WJ100 = (TH1D*)NTEl_WJ100->Clone("NREl_WJ100");
TH1D *NRMu_WJ100 = (TH1D*)NTMu_WJ100->Clone("NRMu_WJ100");
TH1D *NREl_QCD100 = (TH1D*)NTEl_QCD100->Clone("NREl_QCD100");
TH1D *NRMu_QCD100 = (TH1D*)NTMu_QCD100->Clone("NRMu_QCD100");
TH1D *NREl_DY = (TH1D*)NTEl_DY->Clone("NREl_DY");
TH1D *NRMu_DY = (TH1D*)NTMu_DY->Clone("NRMu_DY");
TH1D *NREl_TT = (TH1D*)NTEl_TT->Clone("NREl_TT");
TH1D *NRMu_TT = (TH1D*)NTMu_TT->Clone("NRMu_TT");
TH1D *NREl_DEC = (TH1D*)NTEl_DEC->Clone("NREl_DEC");
TH1D *NRMu_DEC = (TH1D*)NTMu_DEC->Clone("NRMu_DEC");
NREl_WJ100->Divide(NLEl_WJ100); NRMu_WJ100->Divide(NLMu_WJ100);
NREl_QCD100->Divide(NLEl_QCD100); NRMu_QCD100->Divide(NLMu_QCD100);
NREl_DY->Divide(NLEl_DY); NRMu_DY->Divide(NLMu_DY);
NREl_TT->Divide(NLEl_TT); NRMu_TT->Divide(NLMu_TT);
NREl_DEC->Divide(NLEl_DEC); NRMu_DEC->Divide(NLMu_DEC);
TCanvas *c1 = new TCanvas("c1","c1",800,600);
gStyle->SetPalette(1);
NREl_WJ100->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_WJets_El_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_WJets_El_Eta.png");
NRMu_WJ100->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_WJets_Mu_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_WJets_Mu_Eta.png");
NREl_QCD100->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_QCD_El_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_QCD_El_Eta.png");
NRMu_QCD100->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_QCD_Mu_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_QCD_Mu_Eta.png");
NREl_DY->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_DY_El_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_DY_El_Eta.png");
NRMu_DY->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_DY_Mu_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_DY_Mu_Eta.png");
NREl_TT->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_TT_El_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_TT_El_Eta.png");
NRMu_TT->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_TT_Mu_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_TT_Mu_Eta.png");
NREl_DEC->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_Data_El_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_Data_El_Eta.png");
NRMu_DEC->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_Data_Mu_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_Data_Mu_Eta.png");
TH1D *newtightEl = (TH1D*)NTEl_DEC->Clone("newtightEl");
TH1D *newlooseEl = (TH1D*)NLEl_DEC->Clone("newlooseEl");
newtightEl->Add(NTEl_WJ100,-1);
newtightEl->Add(NTEl_DY,-1);
newtightEl->Add(NTEl_TT,-1);
// newlooseEl->Add(NLEl_WJ100,-1);
// newlooseEl->Add(NLEl_DY,-1);
// newlooseEl->Add(NLEl_TT,-1);
TH1D *newratioEl = (TH1D*)newtightEl->Clone("newratioEl");
newratioEl->Divide(newlooseEl);
TH1D *newtightMu = (TH1D*)NTMu_DEC->Clone("newtightMu");
TH1D *newlooseMu = (TH1D*)NLMu_DEC->Clone("newlooseMu");
newtightMu->Add(NTMu_WJ100,-1);
newtightMu->Add(NTMu_DY,-1);
newtightMu->Add(NTMu_TT,-1);
// newlooseMu->Add(NLMu_WJ100,-1);
// newlooseMu->Add(NLMu_DY,-1);
// newlooseMu->Add(NLMu_TT,-1);
TH1D *newratioMu = (TH1D*)newtightMu->Clone("newratioMu");
newratioMu->Divide(newlooseMu);
TH1D *ratio_QCDdata_el = (TH1D*)newratioEl->Clone("ratio_QCDdata_el");
ratio_QCDdata_el->Divide(NREl_QCD100);
TH1D *ratio_QCDdata_mu = (TH1D*)newratioMu->Clone("ratio_QCDdata_mu");
ratio_QCDdata_mu->Divide(NRMu_QCD100);
newratioEl->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_Data_subtr_El_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_Data_subtr_El_Eta.png");
newratioMu->Draw("colz");
c1->SaveAs("FakeRatePlots/FakeRate_Data_subtr_Mu_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_Data_subtr_Mu_Eta.png");
ratio_QCDdata_el->Draw();
c1->SaveAs("FakeRatePlots/FakeRate_ratio_QCDData_subtr_El_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_ratio_QCDData_subtr_El_Eta.png");
ratio_QCDdata_mu->Draw();
c1->SaveAs("FakeRatePlots/FakeRate_ratio_QCDData_subtr_Mu_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_ratio_QCDData_subtr_Mu_Eta.png");
NREl_TT->GetYaxis()->SetRangeUser(0,1);
NREl_TT->SetLineColor(kBlue);
NREl_WJ100->SetLineColor(kGreen);
NREl_DY->SetLineColor(kViolet);
NREl_QCD100->SetLineColor(kRed);
NREl_DEC->SetLineColor(kBlack);
newratioEl->SetLineColor(kBlack);
newratioEl->SetLineStyle(5);
leg_El = new TLegend(0.9-0.38,0.1+0.5,0.9,0.1+0.2+0.5);
leg_El->AddEntry(NREl_TT,"top","lep");
leg_El->AddEntry(NREl_WJ100,"W","lep");
leg_El->AddEntry(NREl_DY,"DY","lep");
leg_El->AddEntry(NREl_QCD100,"QCD","lep");
leg_El->AddEntry(NREl_DEC,"Data","lep");
leg_El->AddEntry(newratioEl,"Data (subtracted)","lep");
NREl_TT->Draw();
NREl_WJ100->Draw("same");
NREl_DY->Draw("same");
NREl_QCD100->Draw("same");
NREl_DEC->Draw("same");
newratioEl->Draw("same");
leg_El->Draw("same");
c1->SaveAs("FakeRatePlots/FakeRate_All_El_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_All_El_Eta.png");
NRMu_TT->GetYaxis()->SetRangeUser(0,1);
NRMu_TT->SetLineColor(kBlue);
NRMu_WJ100->SetLineColor(kGreen);
NRMu_DY->SetLineColor(kViolet);
NRMu_QCD100->SetLineColor(kRed);
NRMu_DEC->SetLineColor(kBlack);
newratioMu->SetLineColor(kBlack);
newratioMu->SetLineStyle(5);
leg_Mu = new TLegend(0.9-0.38,0.1,0.9,0.1+0.2);
leg_Mu->AddEntry(NREl_TT,"top","lep");
leg_Mu->AddEntry(NREl_WJ100,"W","lep");
leg_Mu->AddEntry(NREl_DY,"DY","lep");
leg_Mu->AddEntry(NREl_QCD100,"QCD","lep");
leg_Mu->AddEntry(NREl_DEC,"Data","lep");
leg_Mu->AddEntry(newratioEl,"Data (subtracted)","lep");
NRMu_TT->Draw();
NRMu_WJ100->Draw("same");
NRMu_DY->Draw("same");
NRMu_QCD100->Draw("same");
NRMu_DEC->Draw("same");
newratioMu->Draw("same");
leg_Mu->Draw("same");
c1->SaveAs("FakeRatePlots/FakeRate_All_Mu_Eta.C");
c1->SaveAs("FakeRatePlots/FakeRate_All_Mu_Eta.png");
for(int i = 1; i < NREl_WJ100->GetNbinsX()+1; i++){
for(int j = 1; j < NREl_WJ100->GetNbinsY()+1; j++){
cout << "---------------------------------------------------------------" << endl;
cout << "Pt = " << NREl_WJ100->GetXaxis()->GetBinLowEdge(i) << " - "
<< NREl_WJ100->GetXaxis()->GetBinLowEdge(i+1) << ", Eta = "
<< NREl_WJ100->GetYaxis()->GetBinLowEdge(j) << " - "
<< NREl_WJ100->GetYaxis()->GetBinLowEdge(j+1) << endl;
cout << "WJets El: FR = " << NREl_WJ100->GetBinContent(i,j) << " +/- "
<< NREl_WJ100->GetBinError(i,j) << ", NT = " << NTEl_WJ100->GetBinContent(i,j)
<< ", NL = " << NLEl_WJ100->GetBinContent(i,j) << endl;
cout << "DY El: FR = " << NREl_DY->GetBinContent(i,j) << " +/- " << NREl_DY->GetBinError(i,j)
<< ", NT = " << NTEl_DY->GetBinContent(i,j)
<< ", NL = " << NLEl_DY->GetBinContent(i,j)<< endl;
cout << "TT El: FR = " << NREl_TT->GetBinContent(i,j) << " +/- " << NREl_TT->GetBinError(i,j)
<< ", NT = " << NTEl_TT->GetBinContent(i,j)
<< ", NL = " << NLEl_TT->GetBinContent(i,j)<< endl;
cout << "QCD El: FR = "
<< NREl_QCD100->GetBinContent(i,j) << " +/- " << NREl_QCD100->GetBinError(i,j)
<< ", NT = " << NTEl_QCD100->GetBinContent(i,j)
<< ", NL = " << NLEl_QCD100->GetBinContent(i,j)<< endl;
cout << "Data El: FR = "
<< NREl_DEC->GetBinContent(i,j) << " +/- " << NREl_DEC->GetBinError(i,j)
<< ", NT = " << NTEl_DEC->GetBinContent(i,j)
<< ", NL = " << NLEl_DEC->GetBinContent(i,j)<< endl;
cout << "Data El W/Z/T subtracted: FR = " << newratioEl->GetBinContent(i,j) << " +/- " << newratioEl->GetBinError(i,j)
<< ", NT = " << newtightEl->GetBinContent(i,j) << ", NL = " << newlooseEl->GetBinContent(i,j) << endl;
}
}
for(int i = 1; i < NRMu_WJ100->GetNbinsX()+1; i++){
for(int j = 1; j < NRMu_WJ100->GetNbinsY()+1; j++){
cout << "---------------------------------------------------------------" << endl;
cout << "Pt = " << NRMu_WJ100->GetXaxis()->GetBinLowEdge(i) << " - "
<< NRMu_WJ100->GetXaxis()->GetBinLowEdge(i+1) << ", Eta = "
<< NRMu_WJ100->GetYaxis()->GetBinLowEdge(j) << " - "
<< NRMu_WJ100->GetYaxis()->GetBinLowEdge(j+1) << endl;
cout << "WJets Mu: FR = " << NRMu_WJ100->GetBinContent(i,j) << " +/- "
<< NRMu_WJ100->GetBinError(i,j) << ", NT = " << NTMu_WJ100->GetBinContent(i,j)
<< ", NL = " << NLMu_WJ100->GetBinContent(i,j) << endl;
cout << "DY Mu: FR = " << NRMu_DY->GetBinContent(i,j) << " +/- " << NRMu_DY->GetBinError(i,j)
<< ", NT = " << NTMu_DY->GetBinContent(i,j)
<< ", NL = " << NLMu_DY->GetBinContent(i,j)<< endl;
cout << "TT Mu: FR = " << NRMu_TT->GetBinContent(i,j) << " +/- " << NRMu_TT->GetBinError(i,j)
<< ", NT = " << NTMu_TT->GetBinContent(i,j)
<< ", NL = " << NLMu_TT->GetBinContent(i,j)<< endl;
cout << "QCD Mu: FR = "
<< NRMu_QCD100->GetBinContent(i,j) << " +/- " << NRMu_QCD100->GetBinError(i,j)
<< ", NT = " << NTMu_QCD100->GetBinContent(i,j)
<< ", NL = " << NLMu_QCD100->GetBinContent(i,j)<< endl;
cout << "Data Mu: FR = "
<< NRMu_DEC->GetBinContent(i,j) << " +/- " << NRMu_DEC->GetBinError(i,j)
<< ", NT = " << NTMu_DEC->GetBinContent(i,j)
<< ", NL = " << NLMu_DEC->GetBinContent(i,j)<< endl;
cout << "Data Mu W/Z/T subtracted: FR = " << newratioMu->GetBinContent(i,j) << " +/- " << newratioMu->GetBinError(i,j)
<< ", NT = " << newtightMu->GetBinContent(i,j) << ", NL = " << newlooseMu->GetBinContent(i,j) << endl;
}
}
cout << "DONE" << endl;
}
void bfractionVsCent(char *tagger="discr_ssvHighEff", double workingPoint=2., int fixCL=0, char *taggerName="ssvHighEff", float ptlo=80, float pthi=100, float etalo=0., float etahi=2.) {
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
gStyle->SetLabelFont(43,"xyz");
gStyle->SetLabelSize(20,"xyz");
gStyle->SetTitleFont(43,"xyz");
gStyle->SetTitleSize(26,"xyz");
gStyle->SetTitleOffset(1.0,"xy");
gROOT->ForceStyle(1);
int doLTJP=1;
int doLTCSV=0;
const int nBins = 2;
double centBin[nBins+1] = {0,30,100};
//const int nBins = 3;
//double centBin[nBins+1] = {0,20,50,100};
Double_t bPurMC, bPurData, bEffMC, bEffDataLTJP, bEffDataLTCSV, taggedFracData, bFracMC, bFracData, bFracDataLTJP, bFracDataLTCSV, bFracJPdirect;
Double_t bPurMCError, bPurDataError, bEffMCError, bEffDataLTJPError, bEffDataLTCSVError, taggedFracDataError, bFracMCError, bFracDataError, bFracDataLTJPError, bFracDataLTCSVError, bFracJPdirectError;
Enumerations numbers;
TH1D *hBPurityData = new TH1D("hBPurityData","hBPurityData;Centrality;B-Tagging purity",nBins,centBin);
TH1D *hBPurityMC = new TH1D("hBPurityMC","hBPurityMC;Centrality;B-Tagging purity",nBins,centBin);
TH1D *hBEfficiencyMC = new TH1D("hBEfficiencyMC","hBEfficiencyMC;Centrality;B-Tagging efficiency",nBins,centBin);
TH1D *hBEfficiencyDataLTJP = new TH1D("hBEfficiencyDataLTJP","hBEfficiencyDataLTJP;Centrality;B-Tagging efficiency",nBins,centBin);
TH1D *hBEfficiencyDataLTCSV = new TH1D("hBEfficiencyDataLTCSV","hBEfficiencyDataLTCSV;Centrality;B-Tagging efficiency",nBins,centBin);
TH1D *hBFractionMC = new TH1D("hBFractionMC","hBFractionMC;Centrality;B-jet fraction",nBins,centBin);
TH1D *hBFractionData = new TH1D("hBFractionData","hBFractionData;Centrality;B-jet fraction",nBins,centBin);
TH1D *hBFractionDataLTJP = new TH1D("hBFractionDataLTJP","hBFractionDataLTJP;Centrality;B-jet fraction",nBins,centBin);
TH1D *hBFractionDataLTCSV = new TH1D("hBFractionDataLTCSV","hBFractionDataLTCSV;Centrality;B-jet fraction",nBins,centBin);
TH1D *hBFractionJPdirect = new TH1D("hBFractionJPdirect","hBFractionJPdirect;Centrality;B-jet fraction",nBins,centBin);
int ncol=1;
int nrow=1;
if(nBins==3||nBins==2){
ncol=nBins;
}
if(nBins==4){
ncol=nBins/2;
nrow=nBins/2;
}
TCanvas *c1=new TCanvas("c1","c1",1200,600);
//c1->Divide(ncol,nrow,0,0);
c1->Divide(ncol,nrow);
TCanvas *c2=new TCanvas("c2","c2",1200,600);
//c2->Divide(ncol,nrow,0,0);
c2->Divide(ncol,nrow);
TCanvas *c3=new TCanvas("c3","c3",1200,600);
//c3->Divide(ncol,nrow,0,0);
c3->Divide(ncol,nrow);
TCanvas *c4=new TCanvas("c4","c4",1200,600);
//c4->Divide(ncol,nrow,0,0);
c4->Divide(ncol,nrow);
TCanvas *cCount = new TCanvas("cCount","cCount",600,600);
for (int n=0;n<nBins;n++) {
cout<<"Processing jet centrality bin ["<<centBin[n]<<","<<centBin[n+1]<<"] ..."<<endl;
cCount->cd();
cout<<"centBin[n]: "<<centBin[n]<<" centBin[n+1]: "<<centBin[n+1]<<" tagger: "<<tagger<<" workingPoint: "<<workingPoint<<" ptlo: "<<ptlo<<" pthi: "<<pthi<<" etalo: "<<etalo<<" etahi: "<<etahi<<endl;
numbers = count(centBin[n],centBin[n+1],tagger,workingPoint,ptlo,pthi,etalo,etahi);
c1->cd(n+1);
c1->GetPad(n+1)->SetLogy();
RooRealVar fitSvtxmTag = bfractionFit(fixCL,"svtxm",0,6,centBin[n],centBin[n+1],ptlo,pthi,etalo,etahi,tagger,workingPoint,6,"b-tagged sample (SSVHE > 2)",9e3);
//RooRealVar fitSvtxmTag = bfractionFit(fixCL,"svtxm",0,6,centBin[n],centBin[n+1],ptlo,pthi,etalo,etahi,tagger,workingPoint,10,Form("b-tagged sample (%s at %.1f)",taggerName,workingPoint));
//RooRealVar fitJpDirect = bfractionFit(fixCL,"discr_prob",0,3,centBin[n],centBin[n+1],ptlo,pthi,etalo,etahi,tagger,-2,10,"inclusive sample",5e4);
c2->cd(n+1);
c2->GetPad(n+1)->SetLogy();
RooRealVar fitJpDirect = bfractionFit(fixCL,"discr_prob",0.0,3.,centBin[n],centBin[n+1],ptlo,pthi,etalo,etahi,"discr_prob",0.,3.,"inclusive sample",4e5);
if (doLTJP) {
c3->cd(n+1);
c3->GetPad(n+1)->SetLogy();
RooRealVar fitJpBeforetag = bfractionFit(fixCL,"discr_prob",0.0,3.,centBin[n],centBin[n+1],ptlo,pthi,etalo,etahi,"discr_prob",0,3.,"jets with JP info",4e5);
c4->cd(n+1);
c4->GetPad(n+1)->SetLogy();
RooRealVar fitJpTag = bfractionFit(fixCL,"discr_prob",0.0,3.,centBin[n],centBin[n+1],ptlo,pthi,etalo,etahi,tagger,workingPoint,6,"b-tagged sample (SSVHE > 2)",4e5);
}
if (doLTCSV) {
RooRealVar fitCsvBeforetag = bfractionFit(fixCL,"discr_csvSimple",0,1,centBin[n],centBin[n+1],ptlo,pthi,etalo,etahi,tagger,-2,10,"jets with CSV info",4e5);
RooRealVar fitCsvTag = bfractionFit(fixCL,"discr_csvSimple",0,1,centBin[n],centBin[n+1],ptlo,pthi,etalo,etahi,tagger,workingPoint,10,"b-tagged sample (SSVHE > 2)",4e5);
}
taggedFracData = numbers.nTaggedJetsData / (numbers.nTaggedJetsData+numbers.nUntaggedJetsData);
taggedFracDataError = fracError(numbers.nTaggedJetsData,numbers.nUntaggedJetsData,numbers.nTaggedJetsDataError,numbers.nUntaggedJetsDataError);
//* --- b-tagging purity ---
bPurMC = numbers.nTaggedBjetsMC / numbers.nTaggedJetsMC;
cout<<" bPurMC "<<bPurMC<<" numbers.nTaggedBjetsMC "<<numbers.nTaggedBjetsMC<<" numbers.nTaggedJetsMC "<<numbers.nTaggedJetsMC<<endl;
bPurMCError = fracError(numbers.nTaggedBjetsMC,numbers.nTaggedNonBjetsMC,numbers.nTaggedBjetsMCError,numbers.nTaggedNonBjetsMCError);
bPurData = fitSvtxmTag.getVal();
bPurDataError = fitSvtxmTag.getError();
hBPurityMC->SetBinContent(n+1,bPurMC);
hBPurityMC->SetBinError(n+1,bPurMCError);
hBPurityData->SetBinContent(n+1,bPurData);
hBPurityData->SetBinError(n+1,bPurDataError);
//*/
//* --- b-tagging efficiency ---
bEffMC = numbers.nTaggedBjetsMC / numbers.nBjetsMC;
bEffMCError = fracError(numbers.nTaggedBjetsMC,numbers.nUntaggedBjetsMC,numbers.nTaggedBjetsMCError,numbers.nUntaggedBjetsMCError);
hBEfficiencyMC->SetBinContent(n+1,bEffMC);
hBEfficiencyMC->SetBinError(n+1,bEffMCError);
if (doLTJP) {
bEffDataLTJP = taggedFracData * numbers.cbForJP * fitJpTag.getVal() / fitJpBeforetag.getVal();
bEffDataLTJPError = prodError(taggedFracData,fitJpTag.getVal(),taggedFracDataError,fitJpTag.getError()) * numbers.cbForJP / fitJpBeforetag.getVal();
hBEfficiencyDataLTJP->SetBinContent(n+1,bEffDataLTJP);
hBEfficiencyDataLTJP->SetBinError(n+1,bEffDataLTJPError);
}
if (doLTCSV) {
bEffDataLTCSV = taggedFracData * numbers.cbForCSV * fitCsvTag.getVal() / fitCsvBeforetag.getVal();
bEffDataLTCSVError = prodError(taggedFracData,fitCsvTag.getVal(),taggedFracDataError,fitCsvTag.getError()) * numbers.cbForCSV / fitCsvBeforetag.getVal();
hBEfficiencyDataLTCSV->SetBinContent(n+1,bEffDataLTCSV);
hBEfficiencyDataLTCSV->SetBinError(n+1,bEffDataLTCSVError);
}
//* --- b fraction ---
bFracMC = numbers.nBjetsMC / numbers.nJetsMC;
//bFracMC = numbers.nTaggedJetsMC * bPurMC / (bEffMC * numbers.nJetsMC); // for check : same as previous
bFracMCError = fracError(numbers.nBjetsMC,numbers.nNonBjetsMC,numbers.nBjetsMCError,numbers.nNonBjetsMCError);
hBFractionMC->SetBinContent(n+1,bFracMC);
hBFractionMC->SetBinError(n+1,bFracMCError);
bFracData = taggedFracData * bPurData / bEffMC; // efficiency from MC
bFracDataError = prodError(taggedFracData,bPurData,taggedFracDataError,bPurDataError) / bEffMC; // stat.error from purity and tagged-fraction (assumed independent)
//bFracDataError = bFracData * bPurDataError / bPurData; // stat.error only from purity
hBFractionData->SetBinContent(n+1,bFracData);
hBFractionData->SetBinError(n+1,bFracDataError);
if (doLTJP) {
bFracDataLTJP = taggedFracData * bPurData / bEffDataLTJP ; // efficiency from LTJP method
bFracDataLTJPError = prodError(taggedFracData,bPurData,taggedFracDataError,bPurDataError) / bEffDataLTJP; // stat.error from purity and tagged-fraction (assumed independent)
//bFracDataLTJPError = bFracDataLTJP * bPurDataError / bPurData; // stat.error only from purity
hBFractionDataLTJP->SetBinContent(n+1,bFracDataLTJP);
hBFractionDataLTJP->SetBinError(n+1,bFracDataLTJPError);
}
if (doLTCSV) {
bFracDataLTCSV = taggedFracData * bPurData / bEffDataLTCSV; // efficiency from LTCSV method
bFracDataLTCSVError = prodError(taggedFracData,bPurData,taggedFracDataError,bPurDataError) / bEffDataLTCSV; // stat.error from purity and tagged-fraction (assumed independent)
//bFracDataLTCSVError = bFracDataLTCSV * bPurDataError / bPurData; // stat.error only from purity
hBFractionDataLTCSV->SetBinContent(n+1,bFracDataLTCSV);
hBFractionDataLTCSV->SetBinError(n+1,bFracDataLTCSVError);
}
bFracJPdirect = fitJpDirect.getVal();
bFracJPdirectError = fitJpDirect.getError();
hBFractionJPdirect->SetBinContent(n+1,bFracJPdirect);
hBFractionJPdirect->SetBinError(n+1,bFracJPdirectError);
//*/
//*
cout<<"nTaggedJetsMC "<<numbers.nTaggedJetsMC<<endl;
cout<<"nUntaggedJetsMC "<<numbers.nUntaggedJetsMC<<endl;
cout<<"nJetsMC "<<numbers.nJetsMC<<endl;
cout<<"nTaggedBjetsMC "<<numbers.nTaggedBjetsMC<<endl;
cout<<"nUntaggedBjetsMC "<<numbers.nUntaggedBjetsMC<<endl;
cout<<"nBjetsMC "<<numbers.nBjetsMC<<endl;
cout<<"nNonBjetsMC "<<numbers.nNonBjetsMC<<endl;
cout<<"nTaggedNonBjetsMC "<<numbers.nTaggedNonBjetsMC<<endl;
cout<<"nTaggedJetsData "<<numbers.nTaggedJetsData<<endl;
cout<<"nUntaggedJetsData "<<numbers.nUntaggedJetsData<<endl;
cout<<"bPurMC "<<bPurMC<<endl;
cout<<"bPurData "<<bPurData<<endl;
cout<<"bEffMC "<<bEffMC<<endl;
cout<<"CbForJP "<<numbers.cbForJP<<endl;
cout<<"bEffDataLTJP "<<bEffDataLTJP<<endl;
cout<<"CbForCSV "<<numbers.cbForCSV<<endl;
cout<<"bEffDataLTCSV "<<bEffDataLTCSV<<endl;
cout<<"bFracMC "<<bFracMC<<endl;
cout<<"bFracData "<<bFracData<<endl;
cout<<"bFracDataLTJP "<<bFracDataLTJP<<endl;
cout<<"bFracDataLTCSV "<<bFracDataLTCSV<<endl;
cout<<"bFracJPdirect "<<bFracJPdirect<<endl;
cout<<endl;
//*/
}
TLegend *legPur = new TLegend(0.4,0.15,0.85,0.3,Form("Purity of b-tagged sample (%s at %.1f)",taggerName,workingPoint));
legPur->SetBorderSize(0);
//legPur->SetFillColor(kGray);
legPur->SetFillStyle(0);
legPur->AddEntry(hBPurityMC,"MC Input","pl");
legPur->AddEntry(hBPurityData,"Data","pl");
TCanvas *cBPurity = new TCanvas("cBPurity","b purity",600,600);
hBPurityMC->SetAxisRange(0,1,"Y");
hBPurityMC->SetTitleOffset(1.3,"Y");
hBPurityMC->SetLineColor(2);
hBPurityMC->SetMarkerColor(2);
hBPurityMC->SetMarkerStyle(21);
hBPurityMC->Draw();
hBPurityData->SetLineColor(1);
hBPurityData->SetMarkerColor(1);
hBPurityData->SetMarkerStyle(20);
hBPurityData->Draw("same");
legPur->Draw();
//cBPurity->SaveAs("purity.gif");
TLegend *legEff = new TLegend(0.4,0.65,0.85,0.8,Form("Efficiency for tagging b-jets (%s at %.1f)",taggerName,workingPoint));
legEff->SetBorderSize(0);
//legEff->SetFillColor(kGray);
legEff->SetFillStyle(0);
legEff->AddEntry(hBEfficiencyMC,"MC Efficiency","pl");
if (doLTJP) legEff->AddEntry(hBEfficiencyDataLTJP,"LT method (JP)","pl");
if (doLTCSV) legEff->AddEntry(hBEfficiencyDataLTCSV,"LT method (CSV)","pl");
TCanvas *cBEfficiency = new TCanvas("cBEfficiency","B-Tagging efficiency",600,600);
hBEfficiencyMC->SetAxisRange(0,1,"Y");
hBEfficiencyMC->SetTitleOffset(1.3,"Y");
hBEfficiencyMC->SetLineColor(2);
hBEfficiencyMC->SetMarkerColor(2);
hBEfficiencyMC->SetMarkerStyle(21);
hBEfficiencyMC->Draw();
if (doLTJP) {
hBEfficiencyDataLTJP->SetLineColor(8);
hBEfficiencyDataLTJP->SetMarkerColor(8);
hBEfficiencyDataLTJP->SetMarkerStyle(20);
hBEfficiencyDataLTJP->Draw("same");
}
if (doLTCSV) {
hBEfficiencyDataLTCSV->SetLineColor(7);
hBEfficiencyDataLTCSV->SetMarkerColor(7);
hBEfficiencyDataLTCSV->SetMarkerStyle(20);
hBEfficiencyDataLTCSV->Draw("same");
}
legEff->Draw();
//cBEfficiency->SaveAs("efficiency.gif");
TLegend *legFrac = new TLegend(0.25,0.15,0.85,0.3);
legFrac->SetBorderSize(0);
//legFrac->SetFillColor(kGray);
legFrac->SetFillStyle(0);
legFrac->AddEntry(hBFractionMC,"MC Input","pl");
legFrac->AddEntry(hBFractionData,Form("%s at %.1f + pur. from SV mass + eff. from MC",taggerName,workingPoint),"pl");
if (doLTJP) legFrac->AddEntry(hBFractionDataLTJP,Form("%s at %.1f + pur. from SV mass + eff. from LT (JP)",taggerName,workingPoint),"pl");
if (doLTCSV) legFrac->AddEntry(hBFractionDataLTCSV,Form("%s at %.1f + pur. from SV mass + eff. from LT (CSV)",taggerName,workingPoint),"pl");
legFrac->AddEntry(hBFractionJPdirect,"Direct fit to JP","pl");
TCanvas *cBFraction = new TCanvas("cBFraction","B-jet fraction",600,600);
hBFractionMC->SetAxisRange(0,0.03,"Y");
hBFractionMC->SetTitleOffset(1.8,"Y");
hBFractionMC->SetLineColor(2);
hBFractionMC->SetMarkerColor(2);
hBFractionMC->SetMarkerStyle(21);
hBFractionMC->Draw();
hBFractionData->SetLineColor(1);
hBFractionData->SetMarkerColor(1);
hBFractionData->SetMarkerStyle(20);
hBFractionData->Draw("same");
if (doLTJP) {
hBFractionDataLTJP->SetLineColor(8);
hBFractionDataLTJP->SetMarkerColor(8);
hBFractionDataLTJP->SetMarkerStyle(20);
hBFractionDataLTJP->Draw("same");
}
if (doLTCSV) {
hBFractionDataLTCSV->SetLineColor(7);
hBFractionDataLTCSV->SetMarkerColor(7);
hBFractionDataLTCSV->SetMarkerStyle(20);
hBFractionDataLTCSV->Draw("same");
}
hBFractionJPdirect->SetLineColor(4);
hBFractionJPdirect->SetMarkerColor(4);
hBFractionJPdirect->SetMarkerStyle(20);
hBFractionJPdirect->Draw("same");
legFrac->Draw();
//cBFraction->SaveAs("bfraction.gif");
TFile *fout = new TFile(Form("output/bFractionMerged_%sat%.1fFixCL%d_centDep.root",taggerName,workingPoint,fixCL),"recreate");
hBFractionMC->Write();
hBFractionData->Write();
if (doLTJP) hBFractionDataLTJP->Write();
if (doLTCSV) hBFractionDataLTCSV->Write();
hBFractionJPdirect->Write();
fout->Close();
//c1->SaveAs(Form("gifs/svtxMassFit_%s.gif",fixCL?"CLfixed":"CLfree"));
//c2->SaveAs(Form("gifs/jpDirectFit_%s.gif",fixCL?"CLfixed":"CLfree"));
//c3->SaveAs(Form("gifs/jpBeforeTag_%s.gif",fixCL?"CLfixed":"CLfree"));
//c4->SaveAs(Form("gifs/jpAfterTag_%s.gif",fixCL?"CLfixed":"CLfree"));
}
void compIsol(int varnum)
{
TString varname, vartitle;
if(varnum==1) {
varname="hHEIsoPt";
vartitle="H/E Isolation";
}
if(varnum==2) {
varname="hHcalIsoPt";
vartitle="HCAL Isolation";
}
if(varnum==3) {
varname="hEcalIsoPt";
vartitle="ECAL Isolation";
}
if(varnum==4) {
varname="hTrkIsoPt";
vartitle="Track Isolation";
}
if(varnum==5) {
varname="hJetEt";
vartitle="Jet E_{T} [GeV]";
}
if(varnum==6) {
varname="hNJets";
vartitle="Number of Jets";
}
TH1D* hBorn;
TH1D* hADD;
if(varnum<=4) {
TH2D* hBorn2d = dynamic_cast<TH2D*>(GetPlot(1, varname));
TH2D* hADD2d = dynamic_cast<TH2D*>(GetPlot(3, varname));
hBorn = hBorn2d->ProjectionX(varname+"born");
hADD = hADD2d->ProjectionX(varname+"add");
cout << "asdf" << endl;
} else {
hBorn = dynamic_cast<TH1D*>(GetPlot(1, varname));
hADD = dynamic_cast<TH1D*>(GetPlot(3, varname));
}
hBorn->Scale(1/hBorn->GetSumOfWeights());
hADD->Scale(1/hADD->GetSumOfWeights());
hBorn->SetLineColor(kBlue+2);
hADD->SetLineColor(kCyan+4);
hBorn->SetFillColor(0);
hADD->SetFillColor(0);
hBorn->SetLineStyle(1);
hADD->SetLineStyle(2);
// hBorn->SetStats(0);
// hADD->SetStats(0);
gPad->SetLogy(1);
hBorn->GetXaxis()->SetTitle(vartitle);
hBorn->GetYaxis()->SetTitle("Normalized Units");
hBorn->SetTitle("Leading Photons in Pythia/Sherpa Samples");
hBorn->Draw();
hADD->Draw("sames");
hBorn->SetMaximum(1);
gPad->Update();
TPaveStats *st1=(TPaveStats*)hBorn->GetListOfFunctions()->FindObject("stats");
TPaveStats *st2=(TPaveStats*)hADD->GetListOfFunctions()->FindObject("stats");
st1->SetName("Born");
st2->SetName("ADD");
st1->SetOptStat(101100);
st2->SetOptStat(101100);
st1->SetX1NDC(.25);
st1->SetX2NDC(.55);
st1->SetY1NDC(.56);
st1->SetY2NDC(.80);
st2->SetX1NDC(.56);
st2->SetX2NDC(.86);
st2->SetY1NDC(.56);
st2->SetY2NDC(.80);
TLegend* leg=new TLegend(.25,.78,.55,.85);
leg->AddEntry(hBorn, "Pythia (Born)", "l");
leg->SetBorderSize(0);
leg->SetFillColor(0);
leg->SetTextSize(0.045);
leg->Draw();
TLegend* leg=new TLegend(.56,.78,.86,.85);
leg->AddEntry(hADD, "Sherpa (ADD)", "l");
leg->SetBorderSize(0);
leg->SetFillColor(0);
leg->SetTextSize(0.045);
leg->Draw();
gPad->Update();
return;
}
TH1D* readData(TString dataset, TString name, TString wavel, Double_t peak1, Double_t peak2, Double_t intTime, Double_t shift){
TString fileName = "./Data/" + dataset + ".txt";
Double_t histoMin = 99999, histoMax = 0;
ifstream ifs(fileName); if(!ifs.is_open()){cout << "Error. File " << fileName << " not found. Exiting...\n"; return NULL;}
Double_t entry, wavelength, photons, stepsize;
while(ifs >> entry >> wavelength >> photons){
if(entry == 1) stepsize = wavelength;
else if(entry == 2) stepsize = wavelength - stepsize;
if(wavelength < histoMin) histoMin = wavelength;
if(wavelength > histoMax) histoMax = wavelength;
}
ifs.close();
TH1D *histo = new TH1D(name + wavel + TString::Format(" %1.2f", shift), name + wavel + TString::Format(" %1.2f", shift), Nint(entry), histoMin + shift - stepsize/2.0, histoMax + shift + stepsize/2.0);
ifs.open(fileName); if(!ifs.is_open()){cout << "Error. File " << fileName << " not found. Exiting...\n"; return NULL;}
while(ifs >> entry >> wavelength >> photons){
for(Int_t x = 0; x< photons/(1000.0/intTime); x++){
histo->Fill(wavelength + shift);
}
}
ifs.close();
TF1 *f;
if(peak2 == 0.){
f = new TF1("fit", "[0]+[1]*TMath::Voigt(x-[2],[3],[4])");
f->SetParameter(0, histo->GetMinimum());
f->SetParameter(1, histo->GetMaximum()/25.);
f->SetParameter(2, peak1 + shift);
f->SetParameter(3, .02);
f->SetParameter(4, .02);
f->SetParName(0, "Offset");
f->SetParName(1, "Normalization");
f->SetParName(2, "Mean");
f->SetParName(3, "Sigma");
f->SetParName(4, "Gamma");
}
else{
f = new TF1("fit", "[0]+[1]*TMath::Voigt(x-[2],[3],[4])+[5]*TMath::Voigt(x-[6],[7],[8])");
f->SetParameter(0, histo->GetMinimum());
f->SetParameter(1, histo->GetMaximum()/20.);
f->SetParameter(2, peak1+shift-0.1);
f->SetParameter(3, .02);
f->SetParameter(4, .02);
f->SetParameter(5, histo->GetMaximum()/20.);
f->SetParameter(6, peak2+shift+0.1);
f->SetParameter(7, .02);
f->SetParameter(8, .02);
f->SetParName(0, "Offset");
f->SetParName(1, "Normalization 1");
f->SetParName(2, "Mean 1");
f->SetParName(3, "Sigma 1");
f->SetParName(4, "Gamma 1");
f->SetParName(5, "Normalization 2");
f->SetParName(6, "Mean 2");
f->SetParName(7, "Sigma 2");
f->SetParName(8, "Gamma 2");
}
histo->SetLineWidth(2);
histo->SetMarkerStyle(20);
histo->SetMarkerSize(1.5);
histo->SetMarkerColor(kRed);
histo->SetLineColor(kBlack);
histo->GetXaxis()->SetTitle("Wavelength (#AA)");
histo->GetXaxis()->CenterTitle();
histo->GetXaxis()->SetTitleSize(0.045);
histo->GetXaxis()->SetTitleOffset(1.00);
histo->GetXaxis()->SetLabelOffset(0.010);
histo->GetXaxis()->SetLabelSize(0.045);
histo->GetYaxis()->SetTitle("Photon count");
histo->GetYaxis()->CenterTitle();
histo->GetYaxis()->SetTitleSize(0.050);
histo->GetYaxis()->SetTitleOffset(0.95);
histo->GetYaxis()->SetLabelSize(0.045);
gStyle->SetTitleSize(0.070, "t");
if(peak2 == 0.) histo->SetTitle(name + TString::Format(" %4.2f #AA", f->GetParameter(2)));
else histo->SetTitle(name + TString::Format(" %4.2f / %4.2f #AA", f->GetParameter(2), f->GetParameter(6)));
//histo->SetTitle("Sodium 5890.522 / 5890.567 #AA");
cout << shift << endl;
f->SetLineColor(kBlue);
f->SetLineWidth(4);
cout << "Fitting " << name << endl;
histo->Fit(f, "ME");
return histo;
}
void MuScale() {
//--------------------------------------------------------------------------------------------------------------
// Settings
//==============================================================================================================
// event category enumeration
enum { eMuMu2HLT=1, eMuMu1HLT1L1, eMuMu1HLT, eMuMuNoSel, eMuSta, eMuTrk }; // event category enum
TString outputDir = "MuScaleResults";
vector<TString> infilenamev;
infilenamev.push_back("/afs/cern.ch/work/c/cmedlock/public/wz-ntuples/Zmumu/ntuples/data_select.trkCuts.root"); // data
infilenamev.push_back("/afs/cern.ch/work/c/cmedlock/public/wz-ntuples/Zmumu/ntuples/zmm_select.raw.trkCuts.root"); // MC
const Double_t MASS_LOW = 60;
const Double_t MASS_HIGH = 120;
const Double_t PT_CUT = 25;
const Double_t ETA_CUT = 2.4;
const Double_t MU_MASS = 0.105658369;
vector<pair<Double_t,Double_t> > scEta_limits;
scEta_limits.push_back(make_pair(0.0,1.2));
scEta_limits.push_back(make_pair(1.2,2.1));
scEta_limits.push_back(make_pair(2.1,2.4));
CPlot::sOutDir = outputDir;
const TString format("png");
//--------------------------------------------------------------------------------------------------------------
// Main analysis code
//==============================================================================================================
enum { eData=0, eMC };
char hname[100];
vector<TH1D*> hMCv, hDatav;
for(UInt_t ibin=0; ibin<scEta_limits.size(); ibin++) {
for(UInt_t jbin=ibin; jbin<scEta_limits.size(); jbin++) {
sprintf(hname,"mc_%i_%i",ibin,jbin);
hMCv.push_back(new TH1D(hname,"",80,MASS_LOW,MASS_HIGH));
hMCv.back()->Sumw2();
sprintf(hname,"data_%i_%i",ibin,jbin);
hDatav.push_back(new TH1D(hname,"",80,MASS_LOW,MASS_HIGH));
hDatav.back()->Sumw2();
}
}
//
// Declare output ntuple variables
//
UInt_t runNum, lumiSec, evtNum;
Float_t scale1fb, puWeight;
UInt_t matchGen;
UInt_t category;
UInt_t npv, npu;
Int_t q1, q2;
TLorentzVector *dilep=0, *lep1=0, *lep2=0;
for(UInt_t ifile=0; ifile<infilenamev.size(); ifile++) {
cout << "Processing " << infilenamev[ifile] << "..." << endl;
TFile *infile = TFile::Open(infilenamev[ifile]);
assert(infile);
TTree *intree = (TTree*)infile->Get("Events");
assert(intree);
intree->SetBranchAddress("runNum", &runNum); // event run number
intree->SetBranchAddress("lumiSec", &lumiSec); // event lumi section
intree->SetBranchAddress("evtNum", &evtNum); // event number
intree->SetBranchAddress("scale1fb", &scale1fb); // event weight
intree->SetBranchAddress("puWeight", &puWeight); // pileup reweighting
intree->SetBranchAddress("matchGen", &matchGen); // event has both leptons matched to MC Z->ll
intree->SetBranchAddress("category", &category); // dilepton category
intree->SetBranchAddress("npv", &npv); // number of primary vertices
intree->SetBranchAddress("npu", &npu); // number of in-time PU events (MC)
intree->SetBranchAddress("q1", &q1); // charge of lead lepton
intree->SetBranchAddress("q2", &q2); // charge of trail lepton
intree->SetBranchAddress("dilep", &dilep); // dilepton 4-vector
intree->SetBranchAddress("lep1", &lep1); // lead lepton 4-vector
intree->SetBranchAddress("lep2", &lep2); // trail lepton 4-vector
for(UInt_t ientry=0; ientry<intree->GetEntries(); ientry++) {
intree->GetEntry(ientry);
Double_t weight = 1;
if(ifile==eMC) {
//if(!matchGen) continue;
weight=scale1fb*puWeight*1.1*TMath::Power(10,7)/5610.0;
}
if((category!=eMuMu2HLT) && (category!=eMuMu1HLT) && (category!=eMuMu1HLT1L1)) continue;
if(q1 == q2) continue;
if(dilep->M() < MASS_LOW) continue;
if(dilep->M() > MASS_HIGH) continue;
if(lep1->Pt() < PT_CUT) continue;
if(lep2->Pt() < PT_CUT) continue;
if(fabs(lep1->Eta()) > ETA_CUT) continue;
if(fabs(lep2->Eta()) > ETA_CUT) continue;
TLorentzVector vLep1(0,0,0,0);
TLorentzVector vLep2(0,0,0,0);
vLep1.SetPtEtaPhiM(lep1->Pt(), lep1->Eta(), lep1->Phi(), MU_MASS);
vLep2.SetPtEtaPhiM(lep2->Pt(), lep2->Eta(), lep2->Phi(), MU_MASS);
TLorentzVector vDilep = vLep1 + vLep2;
Int_t bin1=-1, bin2=-1;
for(UInt_t i=0; i<scEta_limits.size(); i++) {
Double_t etalow = scEta_limits.at(i).first;
Double_t etahigh = scEta_limits.at(i).second;
if(fabs(lep1->Eta())>=etalow && fabs(lep1->Eta())<=etahigh) bin1=i;
if(fabs(lep2->Eta())>=etalow && fabs(lep2->Eta())<=etahigh) bin2=i;
}
assert(bin1>=0);
assert(bin2>=0);
Int_t ibin= (bin1<=bin2) ? bin1 : bin2;
Int_t jbin= (bin1<=bin2) ? bin2 : bin1;
UInt_t n=jbin-ibin;
for(Int_t k=0; k<ibin; k++)
n+=(scEta_limits.size()-k);
if(ifile==eData) hDatav[n]->Fill(vDilep.M(),weight);
if(ifile==eMC) hMCv[n]->Fill(vDilep.M(),weight);
}
delete infile;
infile=0, intree=0;
}
//
// Fit for energy scale and resolution corrections
//
char vname[100]; // buffer for RooFit object names
char pname[100];
char str1[100];
char str2[100];
TCanvas *c = MakeCanvas("c","c",800,600);
// Dummy histograms for TLegend (I can't figure out how to properly pass RooFit objects...)
TH1D *hDummyData = new TH1D("hDummyData","",0,0,10);
hDummyData->SetMarkerStyle(kFullCircle);
hDummyData->SetMarkerSize(0.9);
TH1D *hDummyMC = new TH1D("hDummyMC","",0,0,10);
hDummyMC->SetLineColor(kBlue);
hDummyMC->SetFillColor(kBlue);
hDummyMC->SetFillStyle(3002);
TH1D *hDummyFit = new TH1D("hDummyFit","",0,0,10);
hDummyFit->SetLineColor(kGreen+2);
RooRealVar mass("mass","M_{#mu#mu}",60.0,120.0,"GeV") ;
mass.setBins(1600,"cache");
RooRealVar massmc("massmc","massmc",0.0,150.0,"GeV"); // mass variable for building MC template
RooCategory zscEta_cat("zscEta_cat","zscEta_cat");
RooSimultaneous combscalefit("combscalefit","combscalefit",zscEta_cat);
map<string,TH1*> hmap; // Mapping of category labels and data histograms
RooArgList scalebins; // List of RooRealVars storing per bin energy scale corrections
RooArgList sigmabins; // List of RooRealVars storing per bin energy resolution corrections
Int_t intOrder = 1; // Interpolation order for
for(UInt_t ibin=0; ibin<scEta_limits.size(); ibin++) {
sprintf(vname,"scale_%i",ibin);
RooRealVar *scalebinned = new RooRealVar(vname,vname,1.0,0.5,1.5);
scalebins.add(*scalebinned);
sprintf(vname,"sigma_%i",ibin);
RooRealVar *sigmabinned = new RooRealVar(vname,vname,1.0,0.0,2.0);
sigmabins.add(*sigmabinned);
}
for(UInt_t ibin=0; ibin<scEta_limits.size(); ibin++) {
for(UInt_t jbin=ibin; jbin<scEta_limits.size(); jbin++) {
UInt_t n=jbin-ibin;
for(UInt_t k=0; k<ibin; k++)
n+=(scEta_limits.size()-k);
sprintf(vname,"masslinearshifted_%i_%i",ibin,jbin);
RooFormulaVar *masslinearshifted = new RooFormulaVar(vname,vname,"sqrt(@0*@1)",RooArgList(*scalebins.at(ibin),*scalebins.at(jbin)));
sprintf(vname,"massshiftedscEta_%i_%i",ibin,jbin);
RooLinearVar *massshiftedscEta = new RooLinearVar(vname,vname,mass,*masslinearshifted,RooConst(0.0));
// MC-based template
sprintf(vname,"zmassmcscEta_%i_%i",ibin,jbin);
RooDataHist *zmassmcscEta = new RooDataHist(vname,vname,RooArgList(massmc),hMCv[n]);
sprintf(vname,"masstemplatescEta_%i_%i",ibin,jbin);
RooHistPdf *masstemplatescEta = new RooHistPdf(vname,vname,RooArgList(*massshiftedscEta),RooArgList(massmc),*zmassmcscEta,intOrder);
// Gaussian smearing function
sprintf(vname,"sigmascEta_%i_%i",ibin,jbin);
RooFormulaVar *sigmascEta = new RooFormulaVar(vname,vname,"sqrt(@0*@0+@1*@1)",RooArgList(*sigmabins.at(ibin),*sigmabins.at(jbin)));
sprintf(vname,"resscEta_%i_%i",ibin,jbin);
RooGaussian *resscEta = new RooGaussian(vname,vname,mass,RooConst(0.),*sigmascEta);
// Fit model: MC-template convoluted with Gaussian
sprintf(vname,"fftscEta_%i_%i",ibin,jbin);
RooFFTConvPdf *fftscEta = new RooFFTConvPdf(vname,vname,mass,*masstemplatescEta,*resscEta);
fftscEta->setBufferStrategy(RooFFTConvPdf::Flat);
// Add bin as a category
char zscEta_catname[100];
sprintf(zscEta_catname,"zscEta_cat_%i_%i",ibin,jbin);
zscEta_cat.defineType(zscEta_catname);
zscEta_cat.setLabel(zscEta_catname);
hmap.insert(pair<string,TH1*>(zscEta_catname,hDatav[n]));
combscalefit.addPdf(*fftscEta,zscEta_catname);
}
}
// perform fit
RooDataHist zdatascEta_comb("zdatascEta_comb","zdatascEta_comb",RooArgList(mass),zscEta_cat,hmap,1.0);
combscalefit.fitTo(zdatascEta_comb,PrintEvalErrors(kFALSE),Minos(kFALSE),Strategy(0),Minimizer("Minuit2",""));
Double_t xval[scEta_limits.size()];
Double_t xerr[scEta_limits.size()];
Double_t scaleDatatoMC[scEta_limits.size()];
Double_t scaleDatatoMCerr[scEta_limits.size()];
Double_t scaleMCtoData[scEta_limits.size()];
Double_t scaleMCtoDataerr[scEta_limits.size()];
Double_t sigmaMCtoData[scEta_limits.size()];
Double_t sigmaMCtoDataerr[scEta_limits.size()];
for(UInt_t ibin=0; ibin<scEta_limits.size(); ibin++) {
Double_t etalow = scEta_limits.at(ibin).first;
Double_t etahigh = scEta_limits.at(ibin).second;
xval[ibin] = 0.5*(etahigh+etalow);
xerr[ibin] = 0.5*(etahigh-etalow);
scaleDatatoMC[ibin] = ((RooRealVar*)scalebins.at(ibin))->getVal();
scaleDatatoMCerr[ibin] = ((RooRealVar*)scalebins.at(ibin))->getError();
scaleMCtoData[ibin] = 1.0/scaleDatatoMC[ibin];
scaleMCtoDataerr[ibin] = scaleDatatoMCerr[ibin]/scaleDatatoMC[ibin]/scaleDatatoMC[ibin];
sigmaMCtoData[ibin] = ((RooRealVar*)sigmabins.at(ibin))->getVal();
sigmaMCtoDataerr[ibin] = ((RooRealVar*)sigmabins.at(ibin))->getError();
}
TGraphErrors *grScaleDatatoMC = new TGraphErrors(scEta_limits.size(),xval,scaleDatatoMC,xerr,scaleDatatoMCerr);
TGraphErrors *grScaleMCtoData = new TGraphErrors(scEta_limits.size(),xval,scaleMCtoData,xerr,scaleMCtoDataerr);
TGraphErrors *grSigmaMCtoData = new TGraphErrors(scEta_limits.size(),xval,sigmaMCtoData,xerr,sigmaMCtoDataerr);
CPlot plotScale1("mu_scale_datatomc","","Muon |#eta|","Data scale correction");
plotScale1.AddGraph(grScaleDatatoMC,"",kBlue);
plotScale1.SetYRange(0.98,1.02);
plotScale1.AddLine(0,1,2.5,1,kBlack,7);
plotScale1.Draw(c,kTRUE,format);
CPlot plotScale2("mu_scale_mctodata","","Muon |#eta|","MC#rightarrowData scale correction");
plotScale2.AddGraph(grScaleMCtoData,"",kBlue);
plotScale2.SetYRange(0.98,1.02);
plotScale2.AddLine(0,1,2.5,1,kBlack,7);
plotScale2.Draw(c,kTRUE,format);
CPlot plotRes("mu_res_mctodata","","Muon |#eta|","MC#rightarrowData additional smear [GeV]");
plotRes.AddGraph(grSigmaMCtoData,"",kBlue);
plotRes.SetYRange(0,1.6);
plotRes.Draw(c,kTRUE,format);
double nData=0;
for(UInt_t ibin=0; ibin<scEta_limits.size(); ibin++) {
for(UInt_t jbin=ibin; jbin<scEta_limits.size(); jbin++) {
UInt_t n=jbin-ibin;
for(UInt_t k=0; k<ibin; k++)
n+=(scEta_limits.size()-k);
// Post-fit plot
RooPlot *frame = mass.frame();
char catname[100];
sprintf(catname,"zscEta_cat_%i_%i",ibin,jbin);
char cutstr[100];
sprintf(cutstr,"zscEta_cat==zscEta_cat::%s",catname);
RooDataHist zmc(catname,catname,RooArgList(mass),hMCv[n]);
RooHistPdf mctemplate(catname,catname,RooArgList(mass),zmc,intOrder);
//mctemplate.plotOn(frame,LineColor(kBlue),LineWidth(1),Normalization(hDatav[n]->GetEntries()));
mctemplate.plotOn(frame,LineColor(kBlue),LineWidth(1),Normalization(hDatav[n]->Integral()));
//mctemplate.plotOn(frame,LineColor(kBlue),FillColor(kBlue),FillStyle(3002),DrawOption("F"),Normalization(hDatav[n]->GetEntries()));
mctemplate.plotOn(frame,LineColor(kBlue),FillColor(kBlue),FillStyle(3002),DrawOption("F"),Normalization(hDatav[n]->Integral()));
zdatascEta_comb.plotOn(frame,Cut(cutstr),MarkerStyle(kFullCircle),MarkerSize(1.0),DrawOption("ZP"));
combscalefit.plotOn(frame,Slice(zscEta_cat,catname),ProjWData(RooArgSet(mass,catname),zdatascEta_comb),
LineColor(kGreen+2));
sprintf(pname,"postfit_%i_%i",ibin,jbin);
sprintf(str1,"[%.1f, %.1f]",scEta_limits.at(ibin).first,scEta_limits.at(ibin).second);
sprintf(str2,"[%.1f, %.1f]",scEta_limits.at(jbin).first,scEta_limits.at(jbin).second);
CPlot plot(pname,frame,"","m(#mu^{+}#mu^{-}) [GeV/c^{2}]","Events / 0.6 GeV/c^{2}");
plot.AddTextBox(str1,0.21,0.80,0.45,0.87,0,kBlack,-1);
plot.AddTextBox(str2,0.21,0.73,0.45,0.80,0,kBlack,-1);
plot.SetLegend(0.75,0.64,0.93,0.88);
plot.GetLegend()->AddEntry(hDummyData,"Data","PL");
plot.GetLegend()->AddEntry(hDummyMC,"Sim","FL");
plot.GetLegend()->AddEntry(hDummyFit,"Fit","L");
plot.Draw(c,kTRUE,format);
nData += hDatav[n]->Integral();
}
}
cout<<"nData = "<<nData<<endl;
//--------------------------------------------------------------------------------------------------------------
// Output
//==============================================================================================================
cout << "*" << endl;
cout << "* SUMMARY" << endl;
cout << "*--------------------------------------------------" << endl;
cout << endl;
ofstream txtfile;
char txtfname[100];
sprintf(txtfname,"%s/summary.txt",outputDir.Data());
txtfile.open(txtfname);
assert(txtfile.is_open());
txtfile << " Data->MC scale correction" << endl;
for(UInt_t ibin=0; ibin<scEta_limits.size(); ibin++) {
Double_t etalow = scEta_limits.at(ibin).first;
Double_t etahigh = scEta_limits.at(ibin).second;
txtfile << "$" << etalow << " < |\\eta| < " << etahigh << "$ & ";
txtfile << "$" << ((RooRealVar*)scalebins.at(ibin))->getVal() << "$ \\pm $" << ((RooRealVar*)scalebins.at(ibin))->getError() << "$ \\\\" << endl;
}
txtfile << endl;
txtfile << " MC->Data resolution correction [GeV]" << endl;
for(UInt_t ibin=0; ibin<scEta_limits.size(); ibin++) {
Double_t etalow = scEta_limits.at(ibin).first;
Double_t etahigh = scEta_limits.at(ibin).second;
txtfile << etalow << " < |\\eta| < " << etahigh << " & ";
txtfile << "$" << ((RooRealVar*)sigmabins.at(ibin))->getVal() << "$ \\pm $" << ((RooRealVar*)sigmabins.at(ibin))->getError() << "$ \\\\" << endl;
}
txtfile.close();
cout << endl;
cout << " <> Output saved in " << outputDir << "/" << endl;
cout << endl;
}
TH1D *
GetTPCTOFRatio(TFile *file, Int_t num, Int_t den, Int_t cent, Bool_t cutSpectrum = kTRUE)
{
/* pt limits for combined spectra */
Double_t ptMin_[9] = {
0.0, 0.0, 0.0,
0., 0., 0.,
0.5, 0.5, 0.5
};
Double_t ptMax_[9] = {
1.2, 1.2, 1.2,
1.2, 1.2, 1.2,
1.8, 1.8, 1.8
};
Double_t ptMin = TMath::Max(ptMin_[num], ptMin_[den]);
Double_t ptMax = TMath::Min(ptMax_[num], ptMax_[den]);
Int_t part = 0, charge = 0;
if (num == kPiMinus && den == kPiPlus) {
part = AliPID::kPion;
charge = 1;
}
else if (num == kKaMinus && den == kKaPlus) {
part = AliPID::kKaon;
charge = 1;
}
else if (num == kPrMinus && den == kPrPlus) {
part = AliPID::kProton;
charge = 1;
}
else if (num == kKaMinus && den == kPiMinus) {
part = AliPID::kKaon;
charge = 1;
}
else if (num == kKaPlus && den == kPiPlus) {
part = AliPID::kKaon;
charge = 0;
}
else if (num == kPrMinus && den == kPiMinus) {
part = AliPID::kProton;
charge = 1;
}
else if (num == kPrPlus && den == kPiPlus) {
part = AliPID::kProton;
charge = 0;
}
TH1D *hin = (TH1D *)file->Get(Form("%sFinal%s%d", TPCTOFPartName[part], TPCTOFChargeName[charge], cent));
if (!hin) return NULL;
TH1D *h = new TH1D(Form("hTPCTOF_cent%d_%s_%s", cent, ratioName[num], ratioName[den]), "TPCTOF", NptBins, ptBin);
Double_t pt, width, value, error;
Int_t bin;
for (Int_t ipt = 0; ipt < NptBins; ipt++) {
/* get input bin */
pt = h->GetBinCenter(ipt + 1);
width = h->GetBinWidth(ipt + 1);
bin = hin->FindBin(pt);
/* sanity check */
if (TMath::Abs(hin->GetBinCenter(bin) - pt) > 0.001 ||
TMath::Abs(hin->GetBinWidth(bin) - width) > 0.001)
continue;
/* check pt limits */
if (cutSpectrum && (pt < ptMin || pt > ptMax)) continue;
/* copy bin */
value = hin->GetBinContent(bin);
error = hin->GetBinError(bin);
h->SetBinContent(ipt + 1, value);
h->SetBinError(ipt + 1, error);
}
h->SetTitle("TPCTOF");
h->SetLineWidth(1);
h->SetLineColor(1);
h->SetMarkerStyle(22);
h->SetMarkerColor(8);
h->SetFillStyle(0);
h->SetFillColor(0);
return h;
}
TH1D *
GetTOFRatio(TFile *file, Int_t num, Int_t den, Int_t cent, Bool_t cutSpectrum = kTRUE)
{
/* pt limits for combined spectra */
Double_t ptMin_[9] = {
0.5, 0.5, 0.5,
0.45, 0.45, 0.45,
0.5, 0.5, 0.5
};
Double_t ptMax_[9] = {
3.0, 3.0, 3.0,
3.0, 3.0, 3.0,
4.5, 4.5, 4.5
};
Double_t ptMin = TMath::Max(ptMin_[num], ptMin_[den]);
Double_t ptMax = TMath::Min(ptMax_[num], ptMax_[den]);
TH1D *hin = (TH1D *)file->Get(Form("hRatio_cent%d_%s_%s", cent, ratioName[num], ratioName[den]));
if (!hin) return NULL;
#if 0
/* get matching systematics */
TFile *fsys = TFile::Open(Form("MATCHSYS_TOF_%s.root", TOFChargeName[charge]));
TH1 *hsys = fsys->Get(Form("hErr%sMatch", ITSsaPartName[part]));
TF1 *ffsys = new TF1("fsys", "[0] + [1] * x + [2] * TMath::Exp(-[3] * x)");
ffsys->SetParameter(0, 0.02);
ffsys->FixParameter(1, 0.);
ffsys->SetParameter(2, 0.5);
ffsys->SetParameter(3, 10.);
hsys->Fit(ffsys, "W");
ffsys->ReleaseParameter(1);
hsys->Fit(ffsys, "W");
hsys->Fit(ffsys, "W");
hsys->Fit(ffsys, "W");
hsys->Draw();
#endif
TH1D *h = new TH1D(Form("hTOF_cent%d_%s_%s", cent, ratioName[num], ratioName[den]), "TOF", NptBins, ptBin);
Double_t pt, width, value, error, sys;
Int_t bin;
for (Int_t ipt = 0; ipt < NptBins; ipt++) {
/* get input bin */
pt = h->GetBinCenter(ipt + 1);
width = h->GetBinWidth(ipt + 1);
bin = hin->FindBin(pt);
/* sanity check */
if (TMath::Abs(hin->GetBinCenter(bin) - pt) > 0.001 ||
TMath::Abs(hin->GetBinWidth(bin) - width) > 0.001)
continue;
/* check pt limits */
if (cutSpectrum && (pt < ptMin || pt > ptMax)) continue;
/* copy bin */
value = hin->GetBinContent(bin);
error = hin->GetBinError(bin);
/*** TEMP ADD SYS ***/
// sys = ffsys->Eval(pt) * value;
// error = TMath::Sqrt(error * error + sys * sys);
// h->SetBinContent(ipt + 1, value);
// h->SetBinError(ipt + 1, error);
h->SetBinContent(ipt + 1, value);
h->SetBinError(ipt + 1, error);
}
h->SetTitle("TOF");
h->SetLineWidth(1);
h->SetLineColor(1);
h->SetMarkerStyle(23);
h->SetMarkerColor(4);
h->SetFillStyle(0);
h->SetFillColor(0);
return h;
}
void plotphi(int top, bool phi=kFALSE){
if (setup("vm","","pol__")==kFALSE) return;
gStyle->SetOptFit(1111); //pcev = 1111
//gStyle->SetTitleW(1.5);
int itop = top-1;
TFile* fy = _fyexp[itop];
int nq2wbins = fy->GetNkeys();
TIter nextkey(fy->GetListOfKeys());
TKey *key;
int iq2wbin = 0;
while (key = (TKey*)nextkey()) {
TString Q2Wdirname = key->GetName();
if(Q2Wdirname.EqualTo("hYW_Dir") || Q2Wdirname.EqualTo("hYW"))continue;
cout << "Q2Wdirname = " << Q2Wdirname << endl;
THStack* hs[10];
TF1 *fphi = new TF1("fphi", "([0] + [1]*cos(x*TMath::DegToRad()) + [2]*cos(2*x*TMath::DegToRad()) + [3]*sin(x*TMath::DegToRad()))",0, 360);
fphi->SetParameter(0,1);
fphi->SetParameter(1,10);
fphi->SetParameter(2,20);
fphi->SetParameter(3,100);
fphi->SetParName(0, "A");
fphi->SetParName(1, "B");
fphi->SetParName(2, "C");
fphi->SetParName(3, "hPR");
for (int i = 0; i < 10; i++)
{
TString hname_unp = TString::Format("%s/hPhi/Varset1/theta/hphi_%02d",Q2Wdirname.Data(),i+1);
TString hname_pos = TString::Format("%s/hPhi_POS/Varset1/theta/hphi_%02d",Q2Wdirname.Data(),i+1);
TString hname_neg = TString::Format("%s/hPhi_NEG/Varset1/theta/hphi_%02d",Q2Wdirname.Data(),i+1);
cout << "hname_unp = " << hname_unp << endl;
cout << "hname_pos = " << hname_pos << endl;
cout << "hname_neg = " << hname_neg << endl;
TH1D* hunp = (TH1D*)fy->Get(hname_unp);
TH1D* hpos = (TH1D*)fy->Get(hname_pos);
TH1D* hneg = (TH1D*)fy->Get(hname_neg);
if (hunp==NULL || hpos==NULL || hneg==NULL) cout << "histogram not found" << endl;
hunp->SetLineColor(kBlack);
hpos->SetLineColor(kRed);
hneg->SetLineColor(kBlue);
hunp->Fit(fphi);
hpos->Fit(fphi);
hneg->Fit(fphi);
//! Modify titles
TObjArray *tarr;
char t[100];
TPaveText *ptunp = new TPaveText(0.0, 0.9, 1.0, 1, "NDC");
TString tunp = hunp->GetTitle();
tarr = tunp.Tokenize("|");
sprintf(t, "%s:%s:%s", tarr->At(1)->GetName(), tarr->At(2)->GetName(), tarr->At(3)->GetName());
ptunp->AddText(tarr->At(0)->GetName());
ptunp->AddText(t);
hunp->SetTitle("");
TPaveText *ptpos = new TPaveText(0.0, 0.9, 1.0, 1, "NDC");
TString tpos = hpos->GetTitle();
tarr = tpos.Tokenize("|");
sprintf(t, "%s:%s:%s", tarr->At(1)->GetName(), tarr->At(2)->GetName(), tarr->At(3)->GetName());
ptpos->AddText(tarr->At(0)->GetName());
ptpos->AddText(t);
hpos->SetTitle("");
TPaveText *ptneg = new TPaveText(0.0, 0.9, 1.0, 1, "NDC");
TString tneg = hneg->GetTitle();
tarr = tneg.Tokenize("|");
sprintf(t, "%s:%s:%s", tarr->At(1)->GetName(), tarr->At(2)->GetName(), tarr->At(3)->GetName());
ptneg->AddText(tarr->At(0)->GetName());
ptneg->AddText(t);
hneg->SetTitle("");
//! Draw histograms
TCanvas *c = new TCanvas(hpos->GetName(),hpos->GetName(),900, 600);
c->Divide(3,1);
c->cd(1);
hunp->Draw();
ptunp->Draw();
c->cd(2);
hpos->Draw();
ptpos->Draw();
c->cd(3);
hneg->Draw();
ptneg->Draw();
TString dir = TString::Format("./polobs/top%d/%s/Varset1/theta", top, Q2Wdirname.Data());
gSystem->mkdir(dir,1);
c->SaveAs(TString::Format("%s/%s.png", dir.Data(), c->GetName()));
c->Close();
c->Delete();
}
}
}
TH1D *
GetITSsaRatio(TFile *file, Int_t num, Int_t den, Int_t cent, Bool_t cutSpectrum = kTRUE, Bool_t addSystematicError = kTRUE)
{
/* pt limits for combined spectra */
// Double_t ptMin[AliPID::kSPECIES] = {0., 0., 0.1, 0.2, 0.3};
// Double_t ptMax[AliPID::kSPECIES] = {0., 0., 0.6, 0.5, 0.6};
TH1 *hnum, *hden;
Double_t ptMin = 0., ptMax = 10.;
switch (num) {
case kPiMinus:
ptMin = TMath::Min(ptMin, 0.1);
ptMax = TMath::Min(ptMax, 0.6);
hnum = GetITSsaSpectrum(file, AliPID::kPion, 1, cent, kFALSE, kFALSE);
break;
case kPiPlus:
ptMin = TMath::Min(ptMin, 0.1);
ptMax = TMath::Min(ptMax, 0.6);
hnum = GetITSsaSpectrum(file, AliPID::kPion, 0, cent, kFALSE, kFALSE);
break;
case kPi:
ptMin = TMath::Min(ptMin, 0.1);
ptMax = TMath::Min(ptMax, 0.6);
hnum = GetITSsaSpectrum(file, AliPID::kPion, 1, cent, kFALSE, kFALSE);
hnum->Add(GetITSsaSpectrum(file, AliPID::kPion, 0, cent, kFALSE, kFALSE));
break;
case kKaMinus:
ptMin = TMath::Min(ptMin, 0.2);
ptMax = TMath::Min(ptMax, 0.5);
hnum = GetITSsaSpectrum(file, AliPID::kKaon, 1, cent, kFALSE, kFALSE);
break;
case kKaPlus:
ptMin = TMath::Min(ptMin, 0.2);
ptMax = TMath::Min(ptMax, 0.5);
hnum = GetITSsaSpectrum(file, AliPID::kKaon, 0, cent, kFALSE, kFALSE);
break;
case kKa:
ptMin = TMath::Min(ptMin, 0.2);
ptMax = TMath::Min(ptMax, 0.5);
hnum = GetITSsaSpectrum(file, AliPID::kKaon, 1, cent, kFALSE, kFALSE);
hnum->Add(GetITSsaSpectrum(file, AliPID::kKaon, 0, cent, kFALSE, kFALSE));
break;
case kPrMinus:
ptMin = TMath::Min(ptMin, 0.3);
ptMax = TMath::Min(ptMax, 0.6);
hnum = GetITSsaSpectrum(file, AliPID::kProton, 1, cent, kFALSE, kFALSE);
break;
case kPrPlus:
ptMin = TMath::Min(ptMin, 0.3);
ptMax = TMath::Min(ptMax, 0.6);
hnum = GetITSsaSpectrum(file, AliPID::kProton, 0, cent, kFALSE, kFALSE);
break;
case kPr:
ptMin = TMath::Min(ptMin, 0.3);
ptMax = TMath::Min(ptMax, 0.6);
hnum = GetITSsaSpectrum(file, AliPID::kProton, 1, cent, kFALSE, kFALSE);
hnum->Add(GetITSsaSpectrum(file, AliPID::kProton, 0, cent, kFALSE, kFALSE));
break;
}
switch (den) {
case kPiMinus:
ptMin = TMath::Max(ptMin, 0.1);
ptMax = TMath::Min(ptMax, 0.6);
hden = GetITSsaSpectrum(file, AliPID::kPion, 1, cent, kFALSE, kFALSE);
break;
case kPiPlus:
ptMin = TMath::Max(ptMin, 0.1);
ptMax = TMath::Min(ptMax, 0.6);
hden = GetITSsaSpectrum(file, AliPID::kPion, 0, cent, kFALSE, kFALSE);
break;
case kPi:
ptMin = TMath::Max(ptMin, 0.1);
ptMax = TMath::Min(ptMax, 0.6);
hden = GetITSsaSpectrum(file, AliPID::kPion, 1, cent, kFALSE, kFALSE);
hden->Add(GetITSsaSpectrum(file, AliPID::kPion, 0, cent, kFALSE, kFALSE));
break;
case kKaMinus:
ptMin = TMath::Max(ptMin, 0.2);
ptMax = TMath::Min(ptMax, 0.5);
hden = GetITSsaSpectrum(file, AliPID::kKaon, 1, cent, kFALSE, kFALSE);
break;
case kKaPlus:
ptMin = TMath::Max(ptMin, 0.2);
ptMax = TMath::Min(ptMax, 0.5);
hden = GetITSsaSpectrum(file, AliPID::kKaon, 0, cent, kFALSE, kFALSE);
break;
case kKa:
ptMin = TMath::Max(ptMin, 0.2);
ptMax = TMath::Min(ptMax, 0.5);
hden = GetITSsaSpectrum(file, AliPID::kKaon, 1, cent, kFALSE, kFALSE);
hden->Add(GetITSsaSpectrum(file, AliPID::kKaon, 0, cent, kFALSE, kFALSE));
break;
case kPrMinus:
ptMin = TMath::Max(ptMin, 0.3);
ptMax = TMath::Min(ptMax, 0.6);
hden = GetITSsaSpectrum(file, AliPID::kProton, 1, cent, kFALSE, kFALSE);
break;
case kPrPlus:
ptMin = TMath::Max(ptMin, 0.3);
ptMax = TMath::Min(ptMax, 0.6);
hden = GetITSsaSpectrum(file, AliPID::kProton, 0, cent, kFALSE, kFALSE);
break;
case kPr:
ptMin = TMath::Max(ptMin, 0.3);
ptMax = TMath::Min(ptMax, 0.6);
hden = GetITSsaSpectrum(file, AliPID::kProton, 1, cent, kFALSE, kFALSE);
hden->Add(GetITSsaSpectrum(file, AliPID::kProton, 0, cent, kFALSE, kFALSE));
break;
}
if (!hnum || !hden) return NULL;
Char_t sysname[1024];
if (num == kPiMinus && den == kPiPlus)
sprintf(sysname, "Pi_Pos2Neg");
else if (num == kKaMinus && den == kKaPlus)
sprintf(sysname, "K_Pos2Neg");
else if (num == kPrMinus && den == kPrPlus)
sprintf(sysname, "P_Pos2Neg");
else if ((num == kKa || num == kKaPlus || num == kKaMinus)
&& (den == kPi || den == kPiPlus || den == kPiMinus))
sprintf(sysname, "K2Pi");
else if ((num == kPr || num == kPrPlus || num == kPrMinus)
&& (den == kPi || den == kPiPlus || den == kPiMinus))
sprintf(sysname, "P2Pi");
TH1D *hin = (TH1D *)hnum->Clone("hin");
hin->Divide(hden);
/* get systematics */
TFile *fsys = TFile::Open("RATIOSYS_ITSsa.root");
TH1 *hsys = fsys->Get(Form("hSystTot%s", sysname));
TH1D *h = new TH1D(Form("hITSsa_cent%d_%s_%s", cent, ratioName[num], ratioName[den]), "ITSsa", NptBins, ptBin);
Double_t pt, width, value, error, sys;
Int_t bin;
for (Int_t ipt = 0; ipt < NptBins; ipt++) {
/* get input bin */
pt = h->GetBinCenter(ipt + 1);
width = h->GetBinWidth(ipt + 1);
bin = hin->FindBin(pt);
/* sanity check */
if (TMath::Abs(hin->GetBinCenter(bin) - pt) > 0.001 ||
TMath::Abs(hin->GetBinWidth(bin) - width) > 0.001) {
// printf("skipping %f because of sanity checks\n", pt);
continue;
}
/* check pt limits */
if (cutSpectrum && (pt < ptMin || pt > ptMax)) {
// printf("skipping %f because of limits\n", pt);
continue;
}
/* copy bin */
value = hin->GetBinContent(bin);
error = hin->GetBinError(bin);
/*** TEMP ADD SYS ***/
if (addSystematicError) {
sys = hsys->GetBinContent(bin) * value;
error = TMath::Sqrt(error * error + sys * sys);
}
h->SetBinContent(ipt + 1, value);
h->SetBinError(ipt + 1, error);
}
h->SetTitle("ITSsa");
h->SetLineWidth(1);
h->SetLineColor(1);
h->SetMarkerStyle(20);
h->SetMarkerColor(1);
h->SetFillStyle(0);
h->SetFillColor(0);
return h;
}
makeIasPredictionDataPngsFixedBins()
{
TCanvas t("myCanvas","myCanvas",100,100,800,600);
t.cd();
t.SetLogy();
for(int nom=5; nom < 19; nom+=2)
{
for(int etaSlice=0; etaSlice < 16; etaSlice+=2)
{
string histName="nom";
histName+=intToString(nom);
histName+="to";
if(nom==5)
histName+=intToString(nom+3);
else
histName+=intToString(nom+1);
histName+="eta";
histName+=intToString(etaSlice);
histName+="to";
histName+=intToString(etaSlice+2);
string histNameBeg = histName;
histName+="iasPredictionFixedLimitsHist";
//histName+="iasPredictionFixedDiscoveryHist";
//cout << "Getting hist: " << histName << endl;
TH1D* iasPredHistThisSlice = (TH1D*)_file0->Get(histName.c_str());
histName="nom";
histName+=intToString(nom);
histName+="to";
if(nom==5)
histName+=intToString(nom+3);
else
histName+=intToString(nom+1);
histName+="eta";
histName+=intToString(etaSlice);
histName+="to";
histName+=intToString(etaSlice+2);
histName+="dRegionFixedHist";
//cout << "Getting hist: " << histName << endl;
TH1D* iasDataHistThisSlice = (TH1D*)_file0->Get(histName.c_str());
iasDataHistThisSlice->SetLineColor(kBlack);
iasDataHistThisSlice->SetMarkerColor(kBlack);
iasDataHistThisSlice->SetMarkerStyle(20);
iasDataHistThisSlice->Draw();
iasPredHistThisSlice->SetLineColor(kBlue);
iasPredHistThisSlice->SetMarkerColor(kBlue);
iasPredHistThisSlice->SetMarkerStyle(21);
iasPredHistThisSlice->Draw("same");
// draw 3rd hist?
string thirdHistName = histNameBeg;
thirdHistName+="iasPredictionFixedSlopeMinusOneSigmaLimitsHist";
TH1D* iasPredThirdHist = (TH1D*)_file0->Get(thirdHistName.c_str());
iasPredThirdHist->SetLineColor(kRed);
iasPredThirdHist->SetMarkerColor(kRed);
iasPredThirdHist->SetMarkerStyle(23);
iasPredThirdHist->Draw("same");
// draw 4th hist?
string fourthHistName = histNameBeg;
fourthHistName+="iasPredictionFixedSlopeAddOneSigmaLimitsHist";
TH1D* iasPredFourthHist = (TH1D*)_file0->Get(fourthHistName.c_str());
iasPredFourthHist->SetLineColor(kGreen+2);
iasPredFourthHist->SetMarkerColor(kGreen+2);
iasPredFourthHist->SetMarkerStyle(22);
iasPredFourthHist->Draw("same");
if(iasDataHistThisSlice->GetMaximum() <= 0)
iasDataHistThisSlice->GetYaxis()->SetRangeUser(1e-10,iasPredHistThisSlice->GetMaximum()*1.2);
else
iasDataHistThisSlice->GetYaxis()->SetRangeUser(1e-10,iasDataHistThisSlice->GetMaximum()*1.2);
string name="nom";
name+=intToString(nom);
name+="to";
if(nom==5)
name+=intToString(nom+3);
else
name+=intToString(nom+1);
name+="eta";
name+=intToString(etaSlice);
name+="to";
name+=intToString(etaSlice+2);
name+="iasDataPred";
t.Print((name+".png").c_str());
}
if(nom==5) nom+=2;
}
}
void macroComparison(string sfileA,string sfileB,string sfileC, string fname){
TFile * fileA = new TFile(TString(sfileA), "READ");
TFile * fileB = new TFile(TString(sfileB), "READ");
TFile * fileC = new TFile(TString(sfileC), "READ");
// get canvas name
TList *listA = fileA->GetListOfKeys();
TString canvasnameA = listA->At(0)->GetName();
TList *listB = fileB->GetListOfKeys();
TString canvasnameB = listB->At(0)->GetName();
TList *listC = fileC->GetListOfKeys();
TString canvasnameC = listC->At(0)->GetName();
// make histogram name out of canvas name
TString histonameA = canvasnameA;
Ssiz_t objIndexA = histonameA.Index("canvas");
histonameA.Resize(objIndexA);
histonameA+= "_data_hist";
TString histonameB = canvasnameB;
Ssiz_t objIndexB = histonameB.Index("canvas");
histonameB.Resize(objIndexB);
histonameB+= "_data_hist";
TString histonameC = canvasnameC;
Ssiz_t objIndexC = histonameC.Index("canvas");
histonameC.Resize(objIndexC);
histonameC+= "_data_hist";
// get canvas from files
// get histograms from canvases
TCanvas *cvA = (TCanvas*) fileA->Get(canvasnameA);
TH1D * histoA = (TH1D*) cvA->FindObject(histonameA)->Clone();
// set name to different value
cvA->SetName("dummy");
TCanvas *cvB = (TCanvas*) fileB->Get(canvasnameB);
TH1D * histoB = (TH1D*) cvB->FindObject(histonameB)->Clone();
cvB->SetName("dummy2");
TCanvas *cvC = (TCanvas*) fileC->Get(canvasnameC);
TH1D * histoC = (TH1D*) cvC->FindObject(histonameC)->Clone();
// ratio plots
TH1D * histoAoverBRatio = (TH1D*) histoA->Clone();
TH1D * histoAoverCRatio = (TH1D*) histoA->Clone();
TH1D * histoBoverCRatio = (TH1D*) histoB->Clone();
histoAoverBRatio->Divide(histoB);
histoAoverCRatio->Divide(histoC);
histoBoverCRatio->Divide(histoC);
// make new Canvas for plotting
TCanvas *cv1 = new TCanvas(histonameA, histonameA, 1024,1024);
cv1->cd();
cv1->Clear();
cv1->Divide(1,2,0.01,0.0);
cv1->cd(1);
cv1->SetFillColor(0);
gStyle->SetOptTitle(0);
gPad->SetFillColor(0);
gPad->SetPad( 0.0, 0.25, 1.0, 1.0 );
gPad->SetTopMargin(0.1);
gPad->SetLeftMargin(0.16);
gPad->SetRightMargin(0.04);
cv1->cd(2);
cv1->SetFillColor(0);
gStyle->SetOptTitle(0);
gPad->SetFillColor(0);
gPad->SetPad( 0.0, 0.0, 1.0, 0.25 );
gPad->SetBottomMargin(0.375);
gPad->SetLeftMargin(0.16);
gPad->SetRightMargin(0.04);
gPad->SetGridy();
cv1->cd(1);
histoA->SetMarkerStyle(20);
histoA->SetMarkerSize(2);
histoA->SetMarkerColor(1);
histoA->Draw("E1X0");
// histoA->DrawNormalized("E1X0");
histoB->SetMarkerStyle(21);
histoB->SetMarkerSize(2);
histoB->SetMarkerColor(2);
histoB->Draw("E1X0SAME");
// histoB->DrawNormalized("E1X0SAME");
histoC->SetMarkerStyle(22);
histoC->SetMarkerSize(2);
histoC->SetMarkerColor(3);
histoC->Draw("E1X0SAME");
// histoC->DrawNormalized("E1X0SAME");
TLegend *leg = new TLegend(0.685, 0.575, 0.8, 0.875);
leg->AddEntry(histoA,"A");
leg->AddEntry(histoB,"B");
leg->AddEntry(histoC,"C");
leg->Draw("SAME");
// set style for ratio plots
histoAoverBRatio->SetMarkerStyle(20);
histoAoverCRatio->SetMarkerStyle(21);
histoBoverCRatio->SetMarkerStyle(22);
histoAoverBRatio->SetMarkerSize(1);
histoAoverCRatio->SetMarkerSize(1);
histoBoverCRatio->SetMarkerSize(1);
histoAoverBRatio->SetMarkerColor(1);
histoAoverCRatio->SetMarkerColor(2);
histoBoverCRatio->SetMarkerColor(3);
histoAoverBRatio->SetLineColor(1);
histoAoverCRatio->SetLineColor(2);
histoBoverCRatio->SetLineColor(3);
cv1->cd(2);
histoAoverBRatio->GetYaxis()->SetRangeUser(0.9,1.1);
histoAoverBRatio->GetYaxis()->CenterTitle(1);
histoAoverBRatio->GetYaxis()->SetTitleSize( 0.16 );
histoAoverBRatio->GetYaxis()->SetTitleOffset( 0.425 );
histoAoverBRatio->GetYaxis()->SetLabelSize( 0.16 );
histoAoverBRatio->GetYaxis()->SetNdivisions( 505 );
histoAoverBRatio->GetXaxis()->SetTitleSize( 0.16 );
histoAoverBRatio->GetXaxis()->SetLabelSize( 0.16 );
histoAoverBRatio->GetXaxis()->SetTitleOffset( 1 );
histoAoverBRatio->GetXaxis()->SetLabelOffset( 0.006 );
histoAoverBRatio->GetXaxis()->SetNdivisions( 510 );
histoAoverBRatio->GetXaxis()->SetTickLength( histoAoverBRatio->GetXaxis()->GetTickLength() * 3.0 );
histoAoverBRatio->SetYTitle("Data/Data");
histoAoverBRatio->Draw("E1X0");
histoAoverCRatio->Draw("E1X0SAME");
histoBoverCRatio->Draw("E1X0SAME");
cv1->Update();
cv1->Print(TString(fname)+TString("_Linear.png"));
/// the same with log scale
// make new Canvas for plotting
TCanvas *cv2 = new TCanvas(histonameA+"log", histonameA+"log", 1024,1024);
cv2->cd();
cv2->Clear();
cv2->Divide(1,2,0.01,0.0);
cv2->cd(1);
cv2->SetFillColor(0);
gStyle->SetOptTitle(0);
gPad->SetLogy();
gPad->SetFillColor(0);
gPad->SetPad( 0.0, 0.25, 1.0, 1.0 );
gPad->SetTopMargin(0.1);
gPad->SetLeftMargin(0.16);
gPad->SetRightMargin(0.04);
cv2->cd(2);
cv2->SetFillColor(0);
gStyle->SetOptTitle(0);
gPad->SetFillColor(0);
gPad->SetPad( 0.0, 0.0, 1.0, 0.25 );
gPad->SetBottomMargin(0.375);
gPad->SetLeftMargin(0.16);
gPad->SetRightMargin(0.04);
gPad->SetGridy();
cv2->cd(1);
histoA->Draw("E1X0");
histoB->Draw("E1X0SAME");
histoC->Draw("E1X0SAME");
TLegend *leg2 = new TLegend(0.685, 0.575, 0.8, 0.875);
leg2->AddEntry(histoA,"A");
leg2->AddEntry(histoB,"B");
leg2->AddEntry(histoC,"C");
leg2->Draw("SAME");
cv2->cd(2);
histoAoverBRatio->Draw("E1X0");
histoAoverCRatio->Draw("E1X0SAME");
histoBoverCRatio->Draw("E1X0SAME");
cv2->Update();
cv2->Print(TString(fname)+TString("_Log.png"));
}
void MidRapAnalysis() {
//Set up Canvas Area
TCanvas* can2 = new TCanvas("can2", "Centrality");
double xAverage[] = {3.42, 2.62, 1.96, 1.45, 1.12, .87, .67, .49, .39, .28, .23};
double yAverage[] = {5.22, 3.33, 2.21, 1.40, 1.06, .72, .49, .22, .16, .06, .03};
double yError[] = {.36, .25, .12, .06, .01, .12, .04, .03, .01, .01, 0};
double xError[] = {0,0,0,0,0,0,0,0,0,0};
TGraphErrors* Emodel = new TGraphErrors(10, xAverage, yAverage, xError, yError);
Emodel->SetFillStyle(3001);
Emodel->SetFillColor(kBlue);
double xAverageE[] = {4.19, 2.92, 2.03, 1.40, 1.04, .77, .57, .42, .32, .24};
double yAverageE[] = {5.39, 3.36, 2.14, 1.33, .90, .56, .37, .16, .14, .01};
double yErrorE[] = {.31, .24, .08, .07, .01, .01, .02, .06, .07, .01};
double xErrorE[] = {0,0,0,0,0,0,0,0,0,0};
TGraphErrors* EmodelE = new TGraphErrors(10, xAverageE, yAverageE, xErrorE, yErrorE);
EmodelE->SetFillStyle(3001);
EmodelE->SetFillColor(kGreen);
can2->cd();
TH1F* frame = can2->DrawFrame(0, 0, 3.5, 7.2);
TF1* line = new TF1("line", "x", 0, 4.3);
TF1* line2 = new TF1("line2", "1.6*x", 0, 4.3);
line2->SetLineColor(kWhite);
line->SetLineColor(1);
line2->GetYaxis()->SetTitle("#varUpsilon(1S)/<#varUpsilon(1S)>");
// line2->GetXaxis()->SetTitle("N_{Ch}^{|#eta|<2.4}/<N_{Ch}^{|#eta|<2.4}>");
line2->SetTitle("#varUpsilon(1S) Cross Section vs Event Activity");
line2->Draw();
Emodel->Draw("P3");
EmodelE->Draw("3");
//line2->Draw("same");
line->SetLineStyle(3);
line->SetLineColor(kBlack);
line->Draw("same");
TH1D* mod = new TH1D("mod", "Pythia Model", 400, 0, 4);
mod->SetLineColor(kBlue);
TH1D* modEnergy = new TH1D("modEnergy", "Pythia Energy Model", 400, 0, 4);
modEnergy->SetLineColor(kGreen);
TH1D* data = new TH1D("data", "CMS Data", 4000, 0, 4);
data->SetMarkerStyle(20);
data->SetMarkerColor(kRed);
//Manually Entering CMS Data Points with Error
data->SetBinContent(3262, 6.67);
data->SetBinError(3262, .26);
data->SetBinContent(2010, 3.12);
data->SetBinError(2010, .15);
data->SetBinContent(1240, 1.4);
data->SetBinError(1240, .06);
data->SetBinContent(630, .240);
data->SetBinError(630, .01);
//data->SetMarkerColor(kBlue);
data->SetMarkerSize(1);
data->SetLineColor(kRed);
data->Draw("sameE");
TLegend* leg = new TLegend(.1,.7,.38,.9);
leg->SetHeader("For |#eta| < 2.4");
leg->AddEntry(modEnergy->DrawCopy("same"), "Pythia 8 - #Sigma E_{T}/<#Sigma E_{T}>", "l");
leg->AddEntry(mod->DrawCopy("same"), "Pythia 8 - N_{Ch}/<N_{Ch}>", "l");
leg->AddEntry(data->DrawCopy("sameE"), "CMS data - N_{Ch}/<N_{Ch}>", "l");
leg->Draw("same");
mod->SetLineColor(kBlack);
mod->Draw("same");
return; }
void CorrPtCut(char *prodname = "LHC10d4 PYTHIA D6T 7 TeV p+p", char *shortprodname = "LHC10d4", char *filename="Et.ESD.new.sim.LHC10d4.pp.merged.root"){
gStyle->SetOptTitle(0);
gStyle->SetOptStat(0);
gStyle->SetOptFit(0);
TCanvas *c = new TCanvas("c","c",500,400);
c->SetTopMargin(0.04);
c->SetRightMargin(0.04);
c->SetLeftMargin(0.181452);
c->SetBottomMargin(0.134409);
c->SetBorderSize(0);
c->SetFillColor(0);
c->SetFillColor(0);
c->SetBorderMode(0);
c->SetFrameFillColor(0);
c->SetFrameBorderMode(0);
float etacut = 0.7;
cout<<"Pt cut = 150 MeV/c"<<endl;
TH1D *High = GetHisto(0.15-.001,"High",filename,etacut);
float tpcHigh=highbound;
float tpcLow=lowbound;
float tpcsyserr = syserr;
float tpcmean = mean;
float x1 = High->GetXaxis()->GetBinLowEdge(1);
//TBox *tpcBox = new TBox(-x1*.99,1.0-tpcLow,x1*.99,1.0-tpcHigh);
TBox *tpcBox = new TBox(-x1*.99,1.0-(mean-syserr),x1*.99,1.0-(mean+syserr));
tpcBox->SetFillColor(5);
tpcBox->SetLineColor(0);
tpcBox->SetFillStyle(1001);
cout<<"Pt cut = 100 MeV/c"<<endl;
TH1D *Low = GetHisto(0.1-.001,"Low",filename,etacut);
float itsHigh=highbound;
float itsLow=lowbound;
float itssyserr = syserr;
float itsmean = mean;
cout<<Form("dataset & %2.4f \\pm %2.4f & %2.4f \\pm %2.4f \\",itsmean,itssyserr,tpcmean,tpcsyserr)<<endl;
float x = Low->GetXaxis()->GetBinLowEdge(1);
//TBox *itsBox = new TBox(-x*.99,1.0-itsLow,x*.99,1.0-itsHigh);
TBox *itsBox = new TBox(-x1*.99,1.0-(mean-syserr),x1*.99,1.0-(mean+syserr));
itsBox->SetFillColor(5);
itsBox->SetLineColor(0);
itsBox->SetFillStyle(1001);
cout<<"Pt cut = 50 MeV/c"<<endl;
TH1D *Lowest = GetHisto(0.05-.001,"Lowest",filename,etacut);
TF1 *funcLow = new TF1("funcLow","[0]",-.7,.7);
funcLow->SetParameter(0,0.01);
Low->Fit(funcLow);
TF1 *funcHigh = new TF1("funcHigh","[0]",-.7,.7);
funcHigh->SetParameter(0,0.02);
High->Fit(funcLow);
High->SetMaximum(0.06);
High->SetMinimum(0.0);
High->SetMarkerColor(2);
Low->SetMarkerColor(4);
High->SetLineColor(2);
Low->SetLineColor(4);
High->SetMinimum(0.0);
High->SetMarkerStyle(20);
Low->SetMarkerStyle(21);
Lowest->SetMarkerStyle(22);
High->Draw();
tpcBox->Draw("f");
High->Draw("same");
itsBox->Draw("f");
//return;
Low->Draw("same");
//Lowest->Draw("same");
TLatex *tex = new TLatex(-0.723444,0.0373593+0.019,prodname);
tex->SetTextSize(0.0537634);
tex->Draw();
TLegend *leg = new TLegend(0.217742,0.696237,0.477823,0.873656);
leg->AddEntry(High,"p_{T} cut-off = 0.15 GeV/c");
leg->AddEntry(Low,"p_{T} cut-off = 0.1 GeV/c");
//leg->AddEntry(Lowest,"p_{T} cut-off = 0.05 GeV/c");
leg->SetFillStyle(0);
leg->SetFillColor(0);
leg->SetBorderSize(0);
leg->SetTextSize(0.0537634);
leg->Draw();
c->SaveAs(Form("pics/%s/fptcut.eps",shortprodname));
c->SaveAs(Form("pics/%s/fptcut.png",shortprodname));
c->SaveAs(Form("pics/%s/fptcut.pdf",shortprodname));
}
void
//Impose (TDirectory * target, TList * sourcelist, string & np_title_, vector<string> titles,vector<float> xsecs)
Impose (TList * sourcelist, string & np_title_, vector<string> titles,vector<float> xsecs, TString &variable)
{
cout << " " << "========================================================" << endl;
cout << " " << "This is a macro to superimpose plots of different root files." << endl;
cout << " " << "Only TH2Dobjects are superimposed." << endl;
float Lumi=1;
Lumi = 15712.;
bool norm_=false;
int MaxEventsBin = 10;
cout<<titles[0]<<" "<<titles.size()<<endl;
//not really useful if plots already weighted to lumi - usefull is plots are in a.u.
vector <float > lumiweights;
lumiweights.clear();
// for (unsigned int kk=0; kk<signal_names.size();kk++){
// cout<<" HERE is some signal =============================================== "<<signal_names[kk]<<" "<<signalnames[kk]<<endl;
// }
TH2D* allbkg, *htt,*hstop,*hwj,*hdyj,*hrare,*hdib,*hqcd,*httx, *hrest;
TFile *first_source = (TFile *) sourcelist->First ();
first_source->cd ("mutau");
TH1D* eventCount = (TH1D*)first_source->Get("mutau/histWeightsH");
//TH1D* eventCount = (TH1D*)first_source->Get("mutau/inputEventsH");
//TH1D* hxsec = (TH1D*)first_source->Get("mutau/xsec");
float nGen = eventCount->GetSumOfWeights();
float xsec = 1;//hxsec->GetMean();
float norm = xsec*Lumi/nGen;
norm =1;
lumiweights.push_back(float(norm));
//cout<< " for first source file, there where "<<nGen<<" events with xsec "<<xsec<<" weight "<<lumiweights[0]<<endl;//" weight "<<float(xsec*Lumi/nGen)<<" norm "<<norm<<endl;
TDirectory *current_sourcedir = gDirectory;
//gain time, do not add the objects in the list in memory
Bool_t status = TH1::AddDirectoryStatus ();
TH1::AddDirectory (kFALSE);
// loop over all keys in this directory
TChain *globChain = 0;
TIter nextkey (current_sourcedir->GetListOfKeys ());
//TIter nextkey (((TDirectory *) current_sourcedir->Get ("ana"))->GetListOfKeys ());
TKey *key, *oldkey = 0;
while ((key = (TKey *) nextkey ())) {
//variable="met_MTsum_16";
int count=0;
count++;
//if (count>20) break;
//keep only the highest cycle number for each key
// if (oldkey && !strcmp (oldkey->GetName (), key->GetName ()))
// continue;
// read object from first source file and create a canvas
// first_source->cd (path);
first_source->cd ("mutau");
TObject *obj = key->ReadObj ();
//string nn = obj->GetName();
// if (std::string::npos == nn.find("Cut")) continue;
//cout<<obj->GetName()<<endl;
string nn = obj->GetName();
bool flcont = true;
bool NormTT = false;
if (string::npos != nn.find("_9") || string::npos != nn.find("_10") || string::npos != nn.find("_11") || string::npos != nn.find("_12") || string::npos != nn.find("_13") || string::npos != nn.find("_14") || string::npos != nn.find("_15") || string::npos != nn.find("_16") || string::npos != nn.find("_18") || string::npos != nn.find("_18") || string::npos != nn.find("_18")) NormTT = true;
//if ( string::npos != nn.find("_11") || string::npos != nn.find("_12") || string::npos != nn.find("_13") || string::npos != nn.find("_14")) NormTT = true;
NormTT=true;
//if ( string::npos == nn.find("CutFlowUnW")) flcont=false;
//if (string::npos == nn.find(""+variable) ) flcont=false;
if (string::npos == nn.find(variable) ) continue;
// if (!flcont) continue;
if (obj->IsA ()->InheritsFrom ("TTree") ) continue;
// if (obj->IsA ()->InheritsFrom ("TH1") ) continue;
if (obj->IsA ()->InheritsFrom ("TH2") ) {
cout<<"=================================================== OK for variable "<<variable<<endl;
TH2D* hh[1500];
TH2D* hsignal[1500];
TH2D* h1 = (TH2D*) obj;
ModifyHist (h1,1,Lumi,lumiweights[0],titles[0],norm_);
TFile *nextsource = (TFile *) sourcelist->After (first_source);
int cl, countsignal;
h1->SetStats(000000);
cl=1;
countsignal=1;
hh[cl]=h1;
THStack *hs = new THStack(h1->GetName(),h1->GetTitle());
string sn="stau";
string sdata="Single";
string sdata2="MuonEG";
string cc1="C1";
while (nextsource) {
string fname= nextsource->GetName();
bool flagg= false;
if (std::string::npos != fname.find(sn) || std::string::npos != fname.find(cc1) || std::string::npos != fname.find(sdata) ) flagg=true;
//if (flagg) cout<<"=============================================================== "<<fname<<endl;
// make sure we are at the correct directory level by cd'ing to path
nextsource->cd("mutau");
TH1D* eventCountt ;
if ( std::string::npos == fname.find("TT_TuneCUETP8M1_13TeV-powheg-pythia8") || !NormTT) eventCountt = (TH1D*)nextsource->Get("mutau/histWeightsH");
if ( NormTT && std::string::npos != fname.find("TT_TuneCUETP8M1_13TeV-powheg-pythia8") ) eventCountt = (TH1D*)nextsource->Get("mutau/histTopPt");
TH1D* hxsecc = (TH1D*)nextsource->Get("mutau/xsec");
float xsecc = xsecs[cl];
float nGenn = eventCountt->GetSumOfWeights();
float normm = float(xsecc*Lumi) / float(nGenn) ;
if (std::string::npos != fname.find("DataDriven")) normm=1.;
lumiweights.push_back(normm);
TKey *key2 = (TKey *) gDirectory->GetListOfKeys ()->FindObject (h1->GetName ());
if (key2) {
cl++;
countsignal++;
TH2D *h2;
h2 = (TH2D*) key2->ReadObj ();
ModifyHist (h2, cl,Lumi,lumiweights[cl-1],titles[cl-1],norm_);
h2->SetStats(0);
hh[cl] = h2;
if (cl==2){
allbkg = (TH2D*) h2->Clone();
allbkg->Reset();
htt = (TH2D*) h2->Clone();
httx = (TH2D*) h2->Clone();
hstop = (TH2D*) h2->Clone();
hwj = (TH2D*) h2->Clone();
hdyj = (TH2D*) h2->Clone();
hrare = (TH2D*) h2->Clone();
hdib = (TH2D*) h2->Clone();
hqcd = (TH2D*) h2->Clone();
hrest = (TH2D*) h2->Clone();
htt->Reset();
httx->Reset();
hstop->Reset();
hdyj->Reset();
hwj->Reset();
hrare->Reset();
hdib->Reset();
hqcd->Reset();
hrest->Reset();
}
string hn_ = obj->GetName();
cout<<" "<<fname<<endl;
if (std::string::npos != fname.find(sn) || std::string::npos != fname.find(cc1) || std::string::npos != fname.find(sdata) || std::string::npos != fname.find(sdata2) )
flagg=true;
string title_ = fname;
//cout<<" "<<fname<<endl;
int col = 0;
if (!flagg)
{
if (std::string::npos != title_.find("wJets")|| std::string::npos != title_.find("WJetsToLNu") || std::string::npos != title_.find("W1JetsToLNu") || std::string::npos != title_.find("W2JetsToLNu")
|| std::string::npos != title_.find("W3JetsToLNu") || std::string::npos != title_.find("W4JetsToLNu")) { col=mycolorwjet ; hwj->Add(h2); hwj->SetLineColor(col);}
if (std::string::npos != title_.find("TT_TuneCUETP8M1_13TeV-powheg-pythia8") || std::string::npos != title_.find("TTPow")) { col= mycolortt;htt->Add(h2); htt->SetLineColor(col) ;}
if (std::string::npos != title_.find("QCD")) {col= mycolorqcd;hqcd->Add(h2); hqcd->SetLineColor(col); cout<<" QCD ======================== "<<hqcd->GetSumOfWeights()<<endl;}
if (std::string::npos != title_.find("DYJets") || std::string::npos != title_.find("DY1Jets")
|| std::string::npos != title_.find("DY2Jets") || std::string::npos != title_.find("DY3Jets") || std::string::npos != title_.find("DY4Jets")) {col= mycolordyj;hdyj->Add(h2); hdyj->SetLineColor(col);}
if (std::string::npos != title_.find("ST_") || std::string::npos != title_.find("channel") ) {col= mycolortt; hstop->Add(h2);hstop->SetLineColor(col);}
if ( std::string::npos != title_.find("WW") || std::string::npos != title_.find("ZZ") || std::string::npos != title_.find("WZ") || std::string::npos != title_.find("WG") || std::string::npos != title_.find("ZG") ) {col=mycolorvv; hdib->Add(h2); hdib->SetLineColor(col);}
if ( std::string::npos != title_.find("TTW") || std::string::npos != title_.find("TTZ") || std::string::npos != title_.find("tZq") || std::string::npos != title_.find("TG") || std::string::npos != title_.find("tG") || std::string::npos != title_.find("TTG") || std::string::npos != title_.find("ttW") || std::string::npos != title_.find("ttZ") || std::string::npos != title_.find("tZ") || std::string::npos != title_.find("TTT_") ) {col=mycolorttx ;httx->Add(h2); httx->SetLineColor(col);}
//cout<<" will add histogram "<<h2->GetName()<< " for "<<titles[cl-1]<<" "<<fname<<" cl "<<cl<<endl;
hs->Add(h2);
allbkg->Add(h2);
}
}
nextsource = (TFile *) sourcelist->After (nextsource);
} // while ( nextsource )
}
cout<<" Will now extract and save the 1D "<<endl;
//const char *s1;
TString s1;
TH1D * histbkg;
string n = obj->GetName();
vector<float> scales;
bool b_scale=true;
if (std::string::npos != n.find(variable) && obj)
{
TH2D *hsum = ((TH2D*)(hs->GetStack()->Last())); // the "SUM"
scales.push_back(40000.);
for (int sc = 0 ; sc<scales.size();sc++){
float scale = float(scales[sc])/float(Lumi);
//stringstream ss (stringstream::in | stringstream::out);
TString lumistring = "40invfb";
TString smFilename = "Templates_"+variable+"_"+lumistring+"_mt_C1C1.root";
//TString smFilename = "Templates_mt.root";
TFile *smFile = TFile::Open (smFilename, "recreate");
smFile->cd();
//if (sc==0) smFile->mkdir("mt");
smFile->cd();
allbkg = hsum;
allbkg->SetMinimum(0.1);
allbkg->SetLineColor(kRed);
allbkg->SetMarkerColor(kRed);
allbkg->SetFillColor(kRed);
allbkg->SetFillStyle(3011);
allbkg->SetMinimum(0.1);
s1 = "data_obsMC_" + variable;
//s1 = "data_obsMC";
allbkg->SetName(s1);
cout<<" Total Integral before scaling up - "<<allbkg->GetSumOfWeights()<<" "<<variable<<" data "<<hh[1]->GetSumOfWeights()<<" tt "<<
htt->GetSumOfWeights()<<" dy "<<hdyj->GetSumOfWeights()<<" wj "<<hwj->GetSumOfWeights()<<" stop "<<hstop->GetSumOfWeights()<<
" vv "<<hdib->GetSumOfWeights()<<" qcd "<<hqcd->GetSumOfWeights()<<endl;
if(b_scale) allbkg->Scale(scale);
cout<<" Total Integral after scaling up - "<<allbkg->GetSumOfWeights()<<" "<<variable<<endl;
allbkg->Write();
histbkg = Unroll(allbkg,s1,1.);
s1 = "1D_allbkg_" + variable;
//s1 = "1D_data_obsMC";//_" + variable+"_"+lumistring;
histbkg->SetName(s1);
histbkg->SetMarkerColor(kRed);
histbkg->SetLineColor(kRed);
histbkg->Write();
if(b_scale){
htt->Scale(scale);
hwj->Scale(scale);
hdyj->Scale(scale);
hstop->Scale(scale);
hdib->Scale(scale);
hqcd->Scale(scale);
httx->Scale(scale);
}
htt->SetMinimum(0.1);
hdyj->SetMinimum(0.1);
hwj->SetMinimum(0.1);
httx->SetMinimum(0.1);
hstop->SetMinimum(0.1);
hdib->SetMinimum(0.1);
hqcd->SetMinimum(0.1);
s1 = "tt_"+variable;
htt->SetName(s1);
htt->Write();
histbkg = Unroll(htt,s1,1.);
s1 = "1D_tt_"+variable;
histbkg->SetName(s1);
histbkg->Write();
s1 = "wj_"+variable;
hwj->SetName(s1);
hwj->Write();
histbkg =Unroll(hwj,s1,1.);
s1 = "1D_wj_"+variable;
histbkg->SetName(s1);
histbkg->Write();
s1 = "dyj_"+variable;
hdyj->SetName(s1);
hdyj->Write();
histbkg =Unroll(hdyj,s1,1.);
s1 = "1D_dyj_"+variable;
histbkg->SetName(s1);
histbkg->Write();
s1 = "sT_"+variable;
hstop->SetName(s1);
hstop->Write();
histbkg =Unroll(hstop,s1,1.);
s1 = "1D_sT_"+variable;
histbkg->SetName(s1);
histbkg->Write();
s1 = "dib_"+variable;
hdib->SetName(s1);
hdib->Write();
histbkg =Unroll(hdib,s1,1.);
s1 = "1D_dib_"+variable;
histbkg->SetName(s1);
histbkg->Write();
s1 = "ttx_"+variable;
httx->SetName(s1);
httx->Write();
histbkg =Unroll(httx,s1,1.);
s1 = "1D_ttx_"+variable;
histbkg->SetName(s1);
histbkg->Write();
s1 = "qcd_"+variable;
hqcd->SetName(s1);
hqcd->Write();
histbkg =Unroll(hqcd,s1,1.);
s1 = "1D_qcd_"+variable;
histbkg->SetName(s1);
histbkg->Write();
//rest of bkg hold all but ttjets and wjets background
s1 = "rest_bkg_"+variable;
//hrest->Add(hdyj,1);
//hrest->Add(httj,1);
//hrest->Add(hwj,1);
hrest->Add(hstop,1);
hrest->Add(hdib,1);
hrest->Add(hqcd,1);
hrest->Add(httx,1);
hrest->SetName(s1);
hrest->Write();
histbkg =Unroll(hrest,s1,1.);
s1 = "1D_rest_bkg_"+variable;
histbkg->SetName(s1);
histbkg->Write();
hh[1]->SetMinimum(0.1);
hh[1]->SetLineColor(kBlack);
hh[1]->SetFillColor(kBlack);
hh[1]->SetMarkerColor(kBlack);
s1 = "data_obs_"+variable;
hh[1]->SetName(s1);
if(b_scale) hh[1]->Scale(scale);
hh[1]->Write();
histbkg =Unroll(hh[1],s1,1.);
//histbkg =Unroll(allbkg,s1,1.);
s1 = "1D_data_obs_";
s1 = "data_obs";
histbkg->SetName(s1);
histbkg->Write();
for (unsigned int ij=0;ij<signal_names.size();++ij){
//cout<<" again "<<signal_names[ij]<<endl;
//cout<<" again "<<hh[ij+2]->GetName()<<" "<<ij<<" "<<signal_names[ij].c_str()<<endl;
TString ss1 = signal_names[ij].c_str();
s1 = "1D_"+ss1 +"_"+variable;
if(b_scale) hh[ij+2]->Scale(scale);
histbkg = Unroll(hh[ij+2],s1,1.);
smFile->cd();
histbkg->SetName(s1);
histbkg->SetMarkerColor(kBlue);
histbkg->SetLineColor(kBlue);
histbkg->Write();
}
smFile->SaveSelf (kTRUE);
smFile->Close();
delete smFile;
}//loop over different predictions
}///find variable
}
//delete c1;
// save modifications to target file
//target->SaveSelf (kTRUE);
TH1::AddDirectory (status);
cout << " " << "========================================================" << endl;
cout<< " Ended SuperImpose of files.... " <<endl;
}
void packTemplatesMass(const int iMass) {
// This Root macro is for the purpose of providing input for expected limit computation
// It packs predicted background and a set of signal samples into a root file per Higgs mass
//
TH1::SetDefaultSumw2();
TH2::SetDefaultSumw2();
canvas = new TCanvas ("cg1","PadX",10,10,800,600);
gStyle->SetPadColor(0);
canvas->SetFillColor(0);
// const int nbtag = 4;
const int nbtag = 1;
//const std::string sbtag[nbtag] = { "TCHPT", "TCHP6", "CSVT", "SSVHPT" };
const std::string sbtag[nbtag] = { "CSVT" };
const int nfc=3;
const int ncateg=3;
string sfc[nfc] = { "q", "c", "b" };
// this is for the combination of triggers in real data
int nTCombData = 4;
std::string tCombData[] = {"Trig0", "Trig1", "Trig2", "Trig3"};
std::string L1L2Mode("Weight");
std::string signalMode("PU_WEIGHTED-NEW");
// std::string L1L2Mode("Cut");
// std::string signalMode("CUT_BASED");
//std::string scenario("LowMass2011");
//std::string scenario("MediumMass2011");
std::string scenario;
bool useTemplateError;
bool useNP;
if ( getHbbCfg(scenario,useTemplateError,useNP) != 0 ) return;
string IgorVersion("V6");
#include "Analysis/Utilities/interface/HbbMass.h"
if (iMass >= nSignal) {
std::cout << "Bad iMass=" << iMass << std::endl;
return;
}
// const int nSignal=7;
// int signalMass[nSignal] = { 90, 100, 120, 140, 180, 250, 350 };
// int signalMass[nSignal] = { 90, 100, 120, 130, 140, 160, 180, 200, 250, 350 }
// there are also : 450, 500, 600, 700, 800, 900, 1000
// double efficiency[nSignal] = { 0.0022081, 0.00324694, 0.00600146, 0.00918135,
// 0.0138382, 0.0189684, 0.0206572 };
double efficiency[nSignal][nbtag];
double intLumi = 0;
string IgorScen("");
string spacer("");
string SashaPath("");
string IgorPath("/data/user/marfin/CMSSW_5_0_1/src/Analysis/HbbMSSMAnalysis/test/SignalTemplates-Production");
if (IgorVersion == "V4") {
IgorPath.assign("/data/user/marfin/CMSSW_5_0_1/src/Analysis/HbbMSSMAnalysis/test/Systematics-test-4");
} else if (IgorVersion == "V6") {
IgorPath.assign("/data/user/marfin/CMSSW_5_0_1/src/Analysis/HbbMSSMAnalysis/test/SignalTemplates-Production2");
}
if (scenario == "LowMass2011") {
//intLumi = 2.66794; // in fb-1
intLumi = 2.692643; // with new method
IgorScen.assign("low");
spacer.assign("");
//SashaPath.assign("Data-Run2011AB");
SashaPath.assign("Data-Run2011AB/TripleBtagAnalysis_CR3_SF7");
} else if (scenario == "MediumMass2011") {
//intLumi = 3.99983; // in fb-1
intLumi = 4.040802;
IgorScen.assign("medium");
spacer.assign("/MEDIUM");
//SashaPath.assign("Data-Run2011AB-Medium");
SashaPath.assign("Data-Run2011AB/TripleBtagAnalysis_CR3_SF7_med");
} else if (scenario == "MediumMass2012") {
//intLumi = 3.99983; // in fb-1
intLumi = 2.663;
IgorScen.assign("medium");
spacer.assign("/MEDIUM");
//SashaPath.assign("Data-Run2011AB-Medium");
SashaPath.assign("");
}
else {
std::cout << "Bad scenario in packing" << std::endl;
return;
}
string signalHistPattern("massEvBtag/mjjEvBTag_%s");
if (L1L2Mode == "Weight") {
signalHistPattern.assign("massEvBtagTW/mjjEvBTagTW_%s");
}
double fScal[nSignal][nbtag];
// systematics
// const int nSyst = 3;
// std::string systName[nSyst] = { "JES", "SFbc", "SFudsg" };
// bool realDataNuisance[nSyst] = { false, true, true }; // indicate if relevant for real data
string bbPurity("DataDriven"); // "MC", "DataDrivenR", "None"
//string bbPurity("None"); // "MC", "DataDrivenR", "None"
bool onlineBtagCorr = true;
int nSyst = 4;
std::string systName[] = { "JES", "SFbc", "SFudsg", "JER" };
bool realDataNuisance[] = { false, true, true, false }; // indicate if relevant for real data
const int nUpDown = 2;
std::string signalFile = "";
bool dosignal=true;
#if defined(MEDIUM2012)
dosignal=false;
nTCombData=1; ///only one trigger
//nSyst=0; /// no syst templates
#endif
// signal templates
if (IgorVersion != "V3") {
std::cout << "Using signal files " << IgorVersion << std::endl;
signalFile.assign( Form("%s/theMergeList-SUSYBBHToBB_M-%d_7TeV-pythia6-tauola%s/SF/job_1/TripleBtagAnalysisM-%d_%s.root",IgorPath.c_str(),signalMass[iMass],spacer.c_str(),signalMass[iMass],IgorScen.c_str() ) );
} else {
std::cout << "Using V3 signal files" << std::endl;
signalFile.assign( Form("/data/user/marfin/CMSSW_5_0_1/src/Analysis/HbbMSSMAnalysis/test/Systematics-test-3/%s/theMergeList-SUSYBBHToBB_M-%d_7TeV-pythia6-tauola%s/SF/job_1/TripleBtagAnalysisM-%d_%s.root",signalMode.c_str(),signalMass[iMass],spacer.c_str(),signalMass[iMass],IgorScen.c_str() ) );
}
std::string signalSystFiles[nSyst][nUpDown];
//bool activeNuisance[nSyst] = { true, true, true };
std::string upDownName[nUpDown] = { "Up", "Down" };
TH2F* hSignalSyst[nSyst][nUpDown][nbtag];
// output file
TFile* hout = new TFile(Form("packedTemplates-M-%d.root",signalMass[iMass]),"recreate");
hout->cd();
TH2::AddDirectory(true);
TFile* fSig = new TFile( signalFile.c_str() );
if ( fSig == NULL ) {
std::cout << "Could not open signal central file " << signalFile.c_str() << std::endl;
return;
} else {
std::cout << "Open signal file " << signalFile.c_str() << std::endl;
}
TH2F* hSignalCentral[nbtag];
for (int ibtag=0; ibtag<nbtag; ++ibtag) {
hSignalCentral[ibtag] = mergeSignal(fSig,Form(signalHistPattern.c_str(),sbtag[ibtag].c_str()),
Form("bbH_%s",sbtag[ibtag].c_str()));
// read the efficiency
TH1F* histEffMerged = (TH1F*) fSig->Get(Form("TrigEff/EffMerged%s",sbtag[ibtag].c_str()));
if ( histEffMerged == NULL) {
std::cout << "Efficiency histo not found" << std::endl;
return;
}
double newEff = histEffMerged->GetBinContent(1);
std::cout << "Mass= " << signalMass[iMass]
<< " btag= " << sbtag[ibtag]
<< " Efficiency = " << newEff << std::endl;
efficiency[iMass][ibtag] = newEff;
double normShould = 1000 * intLumi * efficiency[iMass][ibtag];
double normIs = hSignalCentral[ibtag]->GetSumOfWeights();
std::cout << hSignalCentral[ibtag]->GetName() << " TotalContents=" << hSignalCentral[ibtag]->GetSumOfWeights()
<< std::endl;
fScal[iMass][ibtag] = normShould / normIs;
std::cout << "normShould = " << normShould << " normIs " << normIs
<< " rescale by " << fScal[iMass][ibtag] << std::endl;
hSignalCentral[ibtag]->Scale( fScal[iMass][ibtag] );
hout->cd();
hSignalCentral[ibtag]->Write();
histEffMerged->Write();
// create empty file just as marker
ofstream markerFile;
markerFile.open(Form("pack-%s-%s.txt",sbtag[ibtag].c_str(),scenario.c_str()),ios::app);
markerFile << "Template for mass " << signalMass[iMass] << std::endl;
markerFile.close();
}
// read the nominal cross section
TH1F* histXSect = (TH1F*) fSig->Get("xsection/xsect");
if ( histXSect == NULL) {
std::cout << "xsection/xsect" << " not found" << std::endl;
return;
}
histXSect->Write();
for (int iSyst=0; iSyst<nSyst; ++iSyst) {
for (int iUpDown=0; iUpDown<nUpDown; ++iUpDown) {
if (IgorVersion != "V3") {
signalSystFiles[iSyst][iUpDown] = Form( "%s/theMergeList-SUSYBBHToBB_M-%d_7TeV-pythia6-tauola%s/%s_Sys%s/job_1/TripleBtagAnalysisM-%d_%s.root",
IgorPath.c_str(),signalMass[iMass],spacer.c_str(),systName[iSyst].c_str(),
upDownName[iUpDown].c_str(),signalMass[iMass],IgorScen.c_str());
} else {
signalSystFiles[iSyst][iUpDown] = Form( "/data/user/marfin/CMSSW_5_0_1/src/Analysis/HbbMSSMAnalysis/test/Systematics-test-3/%s/theMergeList-SUSYBBHToBB_M-%d_7TeV-pythia6-tauola%s/%s_Sys%s/job_1/TripleBtagAnalysisM-%d_%s.root",
signalMode.c_str(),signalMass[iMass],spacer.c_str(),systName[iSyst].c_str(),
upDownName[iUpDown].c_str(),signalMass[iMass],IgorScen.c_str());
}
std::cout << "Signal systematics file " << signalSystFiles[iSyst][iUpDown] << std::endl;
TFile* fSigSys = new TFile( signalSystFiles[iSyst][iUpDown].c_str() );
if ( fSigSys == NULL ) {
std::cout << "Could not open signal syst file " << signalSystFiles[iSyst][iUpDown].c_str() << std::endl;
return;
}
for (int ibtag=0; ibtag<nbtag; ++ibtag) {
hSignalSyst[iSyst][iUpDown][ibtag]
= mergeSignal(fSigSys,Form(signalHistPattern.c_str(),sbtag[ibtag].c_str()),
Form("bbH_%s_%s_%s",systName[iSyst].c_str(),
upDownName[iUpDown].c_str(),sbtag[ibtag].c_str()));
std::cout << "The merged hist has name " << hSignalSyst[iSyst][iUpDown][ibtag]->GetName() << std::endl;
std::cout << hSignalSyst[iSyst][iUpDown][ibtag]->GetName() << " TotalContents=" << hSignalSyst[iSyst][iUpDown][ibtag]->GetSumOfWeights()
<< std::endl;
hSignalSyst[iSyst][iUpDown][ibtag]->Scale( fScal[iMass][ibtag] );
hout->cd();
hSignalSyst[iSyst][iUpDown][ibtag]->Write();
}
fSigSys->Close();
}
}
// real data
std::string backgroundFile( Form("/afs/naf.desy.de/user/r/rmankel/scratch/HbbPat/CMSSW_4_2_4_patch1/src/Analysis/HbbMSSMAnalysis/test/results/v1/%s/TripleBtagAnalysis_SF/TripleBtagAnalysis.root",SashaPath.c_str()) );
#if defined(MEDIUM2012)
//bool dosignal=true;
//backgroundFile = std::string("/data/user/marfin/CMSSW_5_3_3/src/Analysis/HbbMSSMAnalysis/test/Analysis2012/MVA-production-selection-trees/TripleBtagAnalysis.root");
backgroundFile = std::string("/data/user/marfin/CMSSW_5_3_3/src/Analysis/HbbMSSMAnalysis/test/Analysis2012/Blind-test-BG-only-Fit/MEDIUM/TripleBtagAnalysis_SF/TripleBtagAnalysis.root");
#endif
std::cout << "Background central file : " << backgroundFile << std::endl;
TFile* fBac = new TFile( backgroundFile.c_str() );
if ( fBac == NULL ) {
std::cout << "Could not open background central file " << signalFile.c_str() << std::endl;
return;
}
// hist-to-be-fitted
TH2F* mjjEbtdata[nbtag];
for (int ibtag=0; ibtag<nbtag; ++ibtag) {
mjjEbtdata[ibtag] = getTrigsAndMerge(fBac,Form("massEvBtag/mjjEvBTag_%s",sbtag[ibtag].c_str()),nTCombData,tCombData);
if (mjjEbtdata[ibtag] == NULL) {
std::cout << "Histogram not found: " << Form("massEvBtag/mjjEvBTag_%s",sbtag[ibtag].c_str()) << std::endl;
return;
}
// rename
mjjEbtdata[ibtag]->SetName( Form("Data_%s",sbtag[ibtag].c_str() ) );
hout->cd();
mjjEbtdata[ibtag]->Write();
}
TH2F* hBackgroundCentral[nbtag][ncateg][nfc];
TH2F* hBackgroundCentralError[nbtag][ncateg][nfc];
for (int ibtag=0; ibtag<nbtag; ++ibtag) {
for (int icateg=0; icateg<ncateg; ++icateg) {
int theTpat;
if (onlineBtagCorr) {
theTpat = 3;
} else {
theTpat = icateg;
}
for (int ifc=0; ifc<nfc; ++ifc) {
string templateCore("massBTagTemplatesCld/MassBTagTemplateCld");
if (bbPurity == "None") {
templateCore.assign("massBTagTemplatesCld/MassBTagTemplateUncld");
}
string hbSystName( Form("%s_%s_%s_Cat%dTpat%d",templateCore.c_str(),
sfc[ifc].c_str(),sbtag[ibtag].c_str(),icateg,theTpat) );
hBackgroundCentral[ibtag][icateg][ifc] = getTrigsAndMerge(fBac,Form("%s_%s_%s_Cat%dTpat%d",
templateCore.c_str(),
sfc[ifc].c_str(),
sbtag[ibtag].c_str(),icateg,theTpat),nTCombData,tCombData);
if ( hBackgroundCentral[ibtag][icateg][ifc] == NULL ) {
std::cout << "Hist not found: " << hbSystName << std::endl;
return;
}
// rename
templateId tName(ifc,icateg);
hBackgroundCentral[ibtag][icateg][ifc]->SetName( Form("%s_%s",tName.name().c_str(),sbtag[ibtag].c_str()) );
// read the template errors
templateCore.assign("errorMassBTagTemplates/ErrorMassBTagTemplate");
string hbSystNameError( Form("%s_%s_%s_Cat%dTpat%d",templateCore.c_str(),
sfc[ifc].c_str(),sbtag[ibtag].c_str(),icateg,theTpat) );
hBackgroundCentralError[ibtag][icateg][ifc]
= getTrigsAndMerge(fBac,Form("%s_%s_%s_Cat%dTpat%d",
templateCore.c_str(),
sfc[ifc].c_str(),
sbtag[ibtag].c_str(),icateg,theTpat),nTCombData,tCombData);
if ( hBackgroundCentralError[ibtag][icateg][ifc] == NULL ) {
std::cout << "Hist not found: " << hbSystNameError << std::endl;
return;
}
if (useTemplateError) {
// add the template error
std::cout << " ==== Adding Btag Errors ==== " << hBackgroundCentral[ibtag][icateg][ifc]->GetName() << std::endl;
for (int ibinx=1; ibinx<= (hBackgroundCentral[ibtag][icateg][ifc]->GetXaxis()->GetNbins()); ++ibinx) {
for (int ibiny=1; ibiny<= (hBackgroundCentral[ibtag][icateg][ifc]->GetYaxis()->GetNbins()); ++ibiny) {
float oldError = hBackgroundCentral[ibtag][icateg][ifc]->GetBinError(ibinx,ibiny);
float addError = hBackgroundCentralError[ibtag][icateg][ifc]->GetBinContent(ibinx,ibiny);
float newError = sqrt( oldError * oldError + addError * addError );
hBackgroundCentral[ibtag][icateg][ifc]->SetBinError(ibinx,ibiny,newError);
}
}
}
hout->cd();
hBackgroundCentral[ibtag][icateg][ifc]->Write();
}
}
}
std::string backgroundSystFiles[nSyst][nUpDown];
std::string systNameSasha[] = { "JES", "SFbc", "SFq" };
std::string upDownNameSasha[nUpDown] = { "plus2", "minus2" };
TH2F* hBackgroundSyst[nSyst][nUpDown][nbtag][ncateg][nfc];
TH2F* hBackgroundSystError[nSyst][nUpDown][nbtag][ncateg][nfc];
//#if !defined(MEDIUM2012)
// for nuisances like JEC, the up/down templates are just copies of the central templates
for (int iSyst=0; iSyst<nSyst; ++iSyst) {
if (! realDataNuisance[iSyst]) {
std::cout << "Non-real data relevant nuisance: " << systName[iSyst].c_str() << std::endl;
for (int iUpDown=0; iUpDown<nUpDown; ++iUpDown) {
for (int ibtag=0; ibtag<nbtag; ++ibtag) {
for (int icateg=0; icateg<ncateg; ++icateg) {
for (int ifc=0; ifc<nfc; ++ifc) {
hBackgroundSyst[iSyst][iUpDown][ibtag][icateg][ifc]
= new TH2F( *hBackgroundCentral[ibtag][icateg][ifc] );
// rename
templateId tName(ifc,icateg);
hBackgroundSyst[iSyst][iUpDown][ibtag][icateg][ifc]
->SetName( Form("%s_%s_%s_%s",
tName.name().c_str(),systName[iSyst].c_str(),
upDownName[iUpDown].c_str(),sbtag[ibtag].c_str()) );
hBackgroundSyst[iSyst][iUpDown][ibtag][icateg][ifc]->Write();
}
}
}
}
}
}
//#endif
fBac->Close();
for (int iSyst=0; iSyst<nSyst; ++iSyst) {
if (realDataNuisance[iSyst]) {
std::cout << "Real data relevant nuisance: " << systName[iSyst].c_str() << std::endl;
for (int iUpDown=0; iUpDown<nUpDown; ++iUpDown) {
// backgroundSystFiles[iSyst][iUpDown] = Form( "/afs/naf.desy.de/user/r/rmankel/scratch/HbbPat/CMSSW_4_2_4_patch1/src/Analysis/HbbMSSMAnalysis/test/results/v1/%s/TripleBtagAnalysis_%s%s/TripleBtagAnalysis.root",SashaPath.c_str(),systNameSasha[iSyst].c_str(),upDownNameSasha[iUpDown].c_str() );
backgroundSystFiles[iSyst][iUpDown] = Form( "/data/user/marfin/CMSSW_5_3_3/src/Analysis/HbbMSSMAnalysis/test/Analysis2012/Blind-test-BG-only-Fit/MEDIUM/TripleBtagAnalysis_%s%s/TripleBtagAnalysis.root",systNameSasha[iSyst].c_str(),upDownNameSasha[iUpDown].c_str() );
TFile* fBacSys = new TFile( backgroundSystFiles[iSyst][iUpDown].c_str() );
std::cout << "Background systematics file " << backgroundSystFiles[iSyst][iUpDown] << std::endl;
if ( fBacSys == NULL ) {
std::cout << "Could not open background syst file " << backgroundSystFiles[iSyst][iUpDown] << std::endl;
return;
}
for (int ibtag=0; ibtag<nbtag; ++ibtag) {
for (int icateg=0; icateg<ncateg; ++icateg) {
int theTpat;
if (onlineBtagCorr) {
theTpat = 3;
} else {
theTpat = icateg;
}
for (int ifc=0; ifc<nfc; ++ifc) {
string templateCore("massBTagTemplatesCld/MassBTagTemplateCld");
if (bbPurity == "None") {
templateCore.assign("massBTagTemplatesCld/MassBTagTemplateUncld");
}
string hbSystName( Form("%s_%s_%s_Cat%dTpat%d",templateCore.c_str(),
sfc[ifc].c_str(),sbtag[ibtag].c_str(),icateg,theTpat) );
hBackgroundSyst[iSyst][iUpDown][ibtag][icateg][ifc]
= getTrigsAndMerge(fBacSys,Form("%s_%s_%s_Cat%dTpat%d",
templateCore.c_str(),
sfc[ifc].c_str(),
sbtag[ibtag].c_str(),icateg,theTpat),nTCombData,tCombData);
if ( hBackgroundSyst[iSyst][iUpDown][ibtag][icateg][ifc] == NULL ) {
std::cout << "Hist not found: " << hbSystName << std::endl;
return;
}
// rename
templateId tName(ifc,icateg);
hBackgroundSyst[iSyst][iUpDown][ibtag][icateg][ifc]
->SetName( Form("%s_%s_%s_%s",
tName.name().c_str(),systName[iSyst].c_str(),
upDownName[iUpDown].c_str(),sbtag[ibtag].c_str()) );
// read template errors
templateCore.assign("errorMassBTagTemplates/ErrorMassBTagTemplate");
string hbSystNameError( Form("%s_%s_%s_Cat%dTpat%d",templateCore.c_str(),
sfc[ifc].c_str(),sbtag[ibtag].c_str(),icateg,theTpat) );
hBackgroundSystError[iSyst][iUpDown][ibtag][icateg][ifc]
= getTrigsAndMerge(fBacSys,Form("%s_%s_%s_Cat%dTpat%d",
templateCore.c_str(),
sfc[ifc].c_str(),
sbtag[ibtag].c_str(),icateg,theTpat),nTCombData,tCombData);
if ( hBackgroundSystError[iSyst][iUpDown][ibtag][icateg][ifc] == NULL ) {
std::cout << "Hist not found: " << hbSystNameError << std::endl;
return;
}
if (useTemplateError) {
// add the template error
std::cout << " ==== ErrorAdd ==== " << hBackgroundSyst[iSyst][iUpDown][ibtag][icateg][ifc]->GetName() << std::endl;
for (int ibinx=1; ibinx<= (hBackgroundSyst[iSyst][iUpDown][ibtag][icateg][ifc]->GetXaxis()->GetNbins()); ++ibinx) {
for (int ibiny=1; ibiny<= (hBackgroundSyst[iSyst][iUpDown][ibtag][icateg][ifc]->GetYaxis()->GetNbins()); ++ibiny) {
float oldError = hBackgroundSyst[iSyst][iUpDown][ibtag][icateg][ifc]->GetBinError(ibinx,ibiny);
float addError = hBackgroundSystError[iSyst][iUpDown][ibtag][icateg][ifc]->GetBinContent(ibinx,ibiny);
float newError = sqrt( oldError * oldError + addError * addError );
hBackgroundSyst[iSyst][iUpDown][ibtag][icateg][ifc]->SetBinError(ibinx,ibiny,newError);
}
}
}
hout->cd();
hBackgroundSyst[iSyst][iUpDown][ibtag][icateg][ifc]->Write();
}
}
}
fBacSys->Close();
}
}
}
std::cout << "Everything done " << std::endl;
#ifdef PROJECTIONS
TFile * projections_out=TFile::Open("projections.root","RECREATE");
// loop over background templates
//TH1D* bgProX[nbtag][ncateg][nfc];
TH1D* bgSystProX[nSyst][nUpDown][nbtag][ncateg][nfc];
for (int ibtag=0; ibtag<nbtag; ++ibtag) {
for (int icateg=0; icateg<ncateg; ++icateg) {
for (int ifc=0; ifc<nfc; ++ifc) {
TH2F* theTemp = hBackgroundCentral[ibtag][icateg][ifc];
TH1D* theTempProX = theTemp->ProjectionX(Form("%sProX",theTemp->GetName()),0,-1,"e");
theTempProX->SetName( Form("%sProX",theTemp->GetName()) );
TH1D* theTempProY = theTemp->ProjectionY(Form("%sProY",theTemp->GetName()),0,-1,"e");
std::cout << "Made projection " << theTempProX->GetName() << std::endl;
if ( (icateg == 0) && (ifc == 0) ) {
for (int ibinx=1; ibinx<= theTempProX->GetXaxis()->GetNbins(); ++ibinx) {
std::cout << ibinx << " content " << theTempProX->GetBinContent(ibinx)
<< " error " << theTempProX->GetBinError(ibinx) << std::endl;
}
}
theTempProX->SetMarkerStyle(20);
theTempProX->SetMarkerColor(1);
theTempProX->SetLineColor(1);
theTempProX->SetMarkerSize(1);
std::cout << "Draw" << std::endl;
theTempProX->Draw("EP");
theTempProX->Write();
//theTempProX->Draw("LP,SAME");
// draw the SFbc systematics
int colSyst[3] = {1, 2, 4};
int lstyleUpDown[2] = {1, 1};
for (int iSyst=1; iSyst<nSyst; ++iSyst) {
for (int iUpDown=0; iUpDown<nUpDown; ++iUpDown) {
bgSystProX[iSyst][iUpDown][ibtag][icateg][ifc] = hBackgroundSyst[iSyst][iUpDown][ibtag][icateg][ifc]->ProjectionX(Form("%sProXX",hBackgroundSyst[iSyst][iUpDown][ibtag][icateg][ifc]->GetName()),0,-1,"e");
bgSystProX[iSyst][iUpDown][ibtag][icateg][ifc]->SetName( Form("%sProXX",hBackgroundSyst[iSyst][iUpDown][ibtag][icateg][ifc]->GetName()) );
std::cout << "Made projection " << bgSystProX[iSyst][iUpDown][ibtag][icateg][ifc]->GetName() << std::endl;
bgSystProX[iSyst][iUpDown][ibtag][icateg][ifc]->SetLineColor( colSyst[iSyst] );
bgSystProX[iSyst][iUpDown][ibtag][icateg][ifc]->Draw("HIST,SAME");
bgSystProX[iSyst][iUpDown][ibtag][icateg][ifc]->Write();
// TH2F* theTemp = hBackgroundSyst[iSyst][iUpDown][ibtag][icateg][ifc];
// TH1D* theTempProX = theTemp->ProjectionX(Form("%sProX",theTemp->GetName()),0,-1,"e");
// theTempProX->SetLineColor( colSyst[iSyst] );
// TH1D* theTempProY = theTemp->ProjectionY(Form("%sProY",theTemp->GetName()),0,-1,"e");
// theTempProY->SetLineColor( colSyst[iSyst] );
// //theTempProX->Draw("HIST");
}
}
canvas->Print(Form("Template_%s_%s_Cat%d_ProX.png",sbtag[ibtag].c_str(),sfc[ifc].c_str(),icateg));
theTempProY->SetMarkerStyle(20);
theTempProY->SetMarkerColor(1);
theTempProY->SetLineColor(1);
theTempProY->SetMarkerSize(1);
std::cout << "Draw" << std::endl;
theTempProY->Draw("EP");
theTempProY->Write();
}
}
}
projections_out->Write();
projections_out->Close();
#endif
hout->Write();
hout->Close();
// close the signal central file
fSig->Close();
return;
}
void makePlots_hltEleHT_TTcr( bool printPDF_ = false, int useSample_ = 0 ){
TH1::SetDefaultSumw2();
int NumSamples = 3;
TFile* file[NumSamples];
file[0] = new TFile("HistoFiles/hltEleHT_treeReader_TTcr_TT_13TeV_Spring15_Asympt25ns_histo.root");
file[1] = new TFile("HistoFiles/hltEleHT_treeReader_TTcr_ttHTobb_M125_13TeV_powheg_pythia8_Spring15_Asympt25ns_histo.root");
file[2] = new TFile("HistoFiles/hltEleHT_treeReader_TTcr_SingleElectron_Run2015D_PromptReco_254231_258158_histo.root");
std::vector<TString> histLabels(NumSamples);
histLabels[0] = "TTJets";
histLabels[1] = "ttHTobb";
histLabels[2] = "Data";
Color_t color[5];
color[0] = kBlack;
color[1] = kBlue;
color[2] = kRed;
color[3] = kGreen+1;
// color[2] = kBlack;
// color[3] = kGreen+1;
// color[4] = kMagenta+2;
// color[5] = kRed+1;
// color[6] = kGreen-5;
// color[7] = kRed+3;
std::vector<std::vector<int> > projection_start_bins;
std::vector<std::vector<int> > projection_end_bins;
std::vector<std::vector<TString> > projection_labels;
// elePt
std::vector<int> proj_elePt_start_bins;
proj_elePt_start_bins.push_back(1);
proj_elePt_start_bins.push_back(4);
proj_elePt_start_bins.push_back(6);
proj_elePt_start_bins.push_back(7);
std::vector<int> proj_elePt_end_bins;
proj_elePt_end_bins.push_back(12);
proj_elePt_end_bins.push_back(5);
proj_elePt_end_bins.push_back(8);
proj_elePt_end_bins.push_back(12);
std::vector<TString> proj_elePt_labels;
proj_elePt_labels.push_back("elePt30toInf");
proj_elePt_labels.push_back("elePt30to50");
proj_elePt_labels.push_back("elePt50to80");
proj_elePt_labels.push_back("elePt80toInf");
// numJet
std::vector<int> proj_numJet_start_bins;
proj_numJet_start_bins.push_back(1);
proj_numJet_start_bins.push_back(1);
proj_numJet_start_bins.push_back(4);
proj_numJet_start_bins.push_back(5);
std::vector<int> proj_numJet_end_bins;
proj_numJet_end_bins.push_back(8);
proj_numJet_end_bins.push_back(3);
proj_numJet_end_bins.push_back(4);
proj_numJet_end_bins.push_back(8);
std::vector<TString> proj_numJet_labels;
proj_numJet_labels.push_back("numJet0toInf");
proj_numJet_labels.push_back("numJet0to2");
proj_numJet_labels.push_back("numJet3to3");
proj_numJet_labels.push_back("numJet4toInf");
projection_start_bins.push_back(proj_elePt_start_bins);
projection_end_bins.push_back(proj_elePt_end_bins);
projection_labels.push_back(proj_elePt_labels);
projection_start_bins.push_back(proj_numJet_start_bins);
projection_end_bins.push_back(proj_numJet_end_bins);
projection_labels.push_back(proj_numJet_labels);
projection_start_bins.push_back(proj_elePt_start_bins);
projection_end_bins.push_back(proj_elePt_end_bins);
projection_labels.push_back(proj_elePt_labels);
projection_start_bins.push_back(proj_elePt_start_bins);
projection_end_bins.push_back(proj_elePt_end_bins);
projection_labels.push_back(proj_elePt_labels);
std::vector<int> NumProjBins;
NumProjBins.push_back( int(proj_elePt_labels.size()) );
NumProjBins.push_back( int(proj_numJet_labels.size()) );
NumProjBins.push_back( int(proj_elePt_labels.size()) );
NumProjBins.push_back( int(proj_elePt_labels.size()) );
TString dirprefix = "Images/Images_2015_10_13_hltEleHT_TTcr_" + histLabels[useSample_] + "/";
struct stat st;
if( stat(dirprefix.Data(),&st) != 0 ) mkdir(dirprefix.Data(),0777);
/////////////////////////////////////////////////////////////////////////////////////////////////////////////
std::vector<std::string> histoname1;
std::vector<std::string> histoname2;
std::vector<std::string> histoname3;
histoname1.push_back("h_HT30");
histoname1.push_back("h_HT30er");
histoname1.push_back("h_HT30_4j");
histoname2.push_back("elePt");
histoname2.push_back("numJet");
histoname2.push_back("eleEBPt");
histoname2.push_back("eleEEPt");
histoname3.push_back("h_event_selection");
/////////////////////////////////////////////////////////////////////////////////////////////////////////////
TGaxis::SetMaxDigits(3);
TString lumiinfo = "553 pb^{-1} (13 TeV)";
TLatex LumiInfoLatex(0.65, 0.94, lumiinfo);
LumiInfoLatex.SetNDC(); LumiInfoLatex.SetTextFont(42);
LumiInfoLatex.SetTextSize(0.04);
//TString cmsinfo = "CMS Preliminary";
TString cmsinfo = "CMS";
TLatex CMSInfoLatex(0.13, 0.94, cmsinfo);
CMSInfoLatex.SetNDC(); CMSInfoLatex.SetTextFont(42);
CMSInfoLatex.SetTextFont(61);
CMSInfoLatex.SetTextSize(0.055); //SBOUTLE
std::string publishinfo = "Preliminary"; //DPUIGH
TLatex PublishInfoLatex(0.26, 0.94, publishinfo.c_str()); //SBOUTLE
PublishInfoLatex.SetNDC();
PublishInfoLatex.SetTextFont(52);
PublishInfoLatex.SetTextSize(0.045); //SBOUTLE
TString plotname;
TCanvas* c1 = new TCanvas("c1", "c1", 600,700);
TH2D* h_L1HTT_elePt = (TH2D*)file[useSample_]->Get("h_L1HTT_elePt");
TH2D* h_HT30_HT30er = (TH2D*)file[useSample_]->Get("h_HT30_HT30er");
TH2D* h_HT30_L1HTT = (TH2D*)file[useSample_]->Get("h_HT30_L1HTT");
TProfile* p_L1HTT_elePt = (TProfile*)h_L1HTT_elePt->ProfileX("p_L1HTT_elePt");
// TProfile* p_HT30_HT30er = (TProfile*)h_HT30_HT30er->ProfileX("p_HT30_HT30er");
// TProfile* p_HT30_L1HTT = (TProfile*)h_HT30_L1HTT->ProfileX("p_HT30_L1HTT");
p_L1HTT_elePt->SetMarkerStyle(20);
h_L1HTT_elePt->Draw("colz");
p_L1HTT_elePt->Draw("pe1same");
plotname = dirprefix + "h_L1HTT_elePt" + "_2D_colz.png";
c1->Print(plotname);
h_HT30_HT30er->Draw("colz");
//p_HT30_HT30er->Draw("pe1same");
plotname = dirprefix + "h_HT30_HT30er" + "_2D_colz.png";
c1->Print(plotname);
h_HT30_L1HTT->Draw("colz");
//p_HT30_L1HTT->Draw("pe1same");
plotname = dirprefix + "h_HT30_L1HTT" + "_2D_colz.png";
c1->Print(plotname);
for( int i=0; i<int(histoname1.size()); i++ ){
for( int j=0; j<int(histoname2.size()); j++ ){
for( int k=0; k<2; k++ ){
TString temp = histoname1[i];
TString suffix = histoname2[j];
TString l1suffix = ( k==0 ) ? "125" : "100";
if( temp!="h_HT30" && suffix!="elePt" ) continue;
TString temp_L1 = temp + "_L1HTT" + l1suffix + "_" + suffix;
TString temp_HLT = temp + "_L1HTT" + l1suffix + "_passHLTEle27HT200_" + suffix;
TString temp_mh = temp;
temp_mh.ReplaceAll("h_","");
temp = temp + "_" + suffix;
//TLegend *legend = new TLegend(0.2,0.83,0.9,0.89);
TLegend *legend = new TLegend(0.2,0.85,0.9,0.91);
legend->SetFillColor(kWhite);
legend->SetLineColor(kWhite);
legend->SetShadowColor(kWhite);
legend->SetTextFont(42);
legend->SetTextSize(0.04);
legend->SetNColumns(2);
int rebin = ( useSample_==2 ) ? 25 : 10;
TH2D* h_all = (TH2D*)file[useSample_]->Get(temp)->Clone(temp+"_"+suffix+"_"+l1suffix);
TH2D* h_l1t = (TH2D*)file[useSample_]->Get(temp_L1)->Clone(temp_L1+"_"+suffix+"_"+l1suffix);
TH2D* h_hlt = (TH2D*)file[useSample_]->Get(temp_HLT)->Clone(temp_HLT+"_"+suffix+"_"+l1suffix);
TH2D* h_temp_hlt_all = (TH2D*)h_all->Clone("h_temp_hlt_all_"+suffix+"_"+l1suffix);
TH2D* h_temp_l1t_all = (TH2D*)h_all->Clone("h_temp_l1t_all_"+suffix+"_"+l1suffix);
TH2D* h_temp_hlt_l1t = (TH2D*)h_l1t->Clone("h_temp_hlt_l1t_"+suffix+"_"+l1suffix);
TH2D* h_ratio_hlt_all = (TH2D*)h_hlt->Clone("h_ratio_hlt_all_"+suffix+"_"+l1suffix);
TH2D* h_ratio_l1t_all = (TH2D*)h_l1t->Clone("h_ratio_l1t_all_"+suffix+"_"+l1suffix);
TH2D* h_ratio_hlt_l1t = (TH2D*)h_hlt->Clone("h_ratio_hlt_l1t_"+suffix+"_"+l1suffix);
h_temp_hlt_all->RebinY(rebin);
h_temp_l1t_all->RebinY(rebin);
h_temp_hlt_l1t->RebinY(rebin);
h_ratio_hlt_all->RebinY(rebin);
h_ratio_l1t_all->RebinY(rebin);
h_ratio_hlt_l1t->RebinY(rebin);
h_ratio_hlt_all->Divide(h_temp_hlt_all);
h_ratio_l1t_all->Divide(h_temp_l1t_all);
h_ratio_hlt_l1t->Divide(h_temp_hlt_l1t);
TProfile* p_all = (TProfile*)h_all->ProfileX("p_all");
TProfile* p_l1t = (TProfile*)h_l1t->ProfileX("p_l1t");
TProfile* p_hlt = (TProfile*)h_hlt->ProfileX("p_hlt");
p_all->SetMarkerStyle(20);
p_l1t->SetMarkerStyle(20);
p_hlt->SetMarkerStyle(20);
h_all->Draw("colz");
p_all->Draw("pe1same");
plotname = dirprefix + temp + "_2D_colz.png";
c1->Print(plotname);
h_l1t->Draw("colz");
p_l1t->Draw("pe1same");
plotname = dirprefix + temp_L1 + "_2D_colz.png";
c1->Print(plotname);
h_hlt->Draw("colz");
p_hlt->Draw("pe1same");
plotname = dirprefix + temp_HLT + "_2D_colz.png";
c1->Print(plotname);
h_ratio_hlt_all->SetStats(0);
h_ratio_hlt_all->GetYaxis()->SetRangeUser(0.,400.);
h_ratio_hlt_all->Draw("colz");
plotname = dirprefix + "h_ratio_hlt_all" + "_2D_colz.png";
c1->Print(plotname);
h_ratio_l1t_all->SetStats(0);
h_ratio_l1t_all->GetYaxis()->SetRangeUser(0.,400.);
h_ratio_l1t_all->Draw("colz");
plotname = dirprefix + "h_ratio_l1t_all" + "_2D_colz.png";
c1->Print(plotname);
h_ratio_hlt_l1t->SetStats(0);
h_ratio_hlt_l1t->GetYaxis()->SetRangeUser(0.,400.);
h_ratio_hlt_l1t->Draw("colz");
plotname = dirprefix + "h_ratio_hlt_l1t" + "_2D_colz.png";
c1->Print(plotname);
int numProjBin = NumProjBins[j];
TH1D* h_py_all[numProjBin];
TH1D* h_py_l1t[numProjBin];
TH1D* h_py_hlt[numProjBin];
TEfficiency* eff_hlt_all[numProjBin];
TEfficiency* eff_l1t_all[numProjBin];
TEfficiency* eff_hlt_l1t[numProjBin];
for( int iBin=0; iBin<numProjBin; iBin++ ){
int bin_start = projection_start_bins[j][iBin];
int bin_end = projection_end_bins[j][iBin];
h_py_all[iBin] = (TH1D*)h_all->ProjectionY(Form("h_py_all_%d",iBin),bin_start,bin_end);
h_py_l1t[iBin] = (TH1D*)h_l1t->ProjectionY(Form("h_py_l1t_%d",iBin),bin_start,bin_end);
h_py_hlt[iBin] = (TH1D*)h_hlt->ProjectionY(Form("h_py_hlt_%d",iBin),bin_start,bin_end);
h_py_all[iBin]->Rebin(rebin);
h_py_l1t[iBin]->Rebin(rebin);
h_py_hlt[iBin]->Rebin(rebin);
eff_l1t_all[iBin] = makeEfficiency(h_py_l1t[iBin], h_py_all[iBin]);
eff_hlt_l1t[iBin] = makeEfficiency(h_py_hlt[iBin], h_py_l1t[iBin]);
eff_hlt_all[iBin] = makeEfficiency(h_py_hlt[iBin], h_py_all[iBin]);
eff_l1t_all[iBin]->SetLineColor(color[iBin]);
eff_l1t_all[iBin]->SetMarkerColor(color[iBin]);
eff_l1t_all[iBin]->SetMarkerStyle(20);
eff_hlt_l1t[iBin]->SetLineColor(color[iBin]);
eff_hlt_l1t[iBin]->SetMarkerColor(color[iBin]);
eff_hlt_l1t[iBin]->SetMarkerStyle(20);
eff_hlt_all[iBin]->SetLineColor(color[iBin]);
eff_hlt_all[iBin]->SetMarkerColor(color[iBin]);
eff_hlt_all[iBin]->SetMarkerStyle(20);
legend->AddEntry(eff_l1t_all[iBin], projection_labels[j][iBin],"pe1");
}
h_py_all[0]->SetStats(0);
h_py_all[0]->GetYaxis()->SetTitle("Efficiency");
h_py_all[0]->GetYaxis()->SetRangeUser(0.,1.15);
h_py_all[0]->GetXaxis()->SetRangeUser(0.,600.);
// h_data_all->SetStats(0);
c1->SetTopMargin(.07);
c1->SetRightMargin(.05);
// h_data_all->GetYaxis()->SetTitleOffset(1.0);
// h_data_all->GetYaxis()->SetTitleSize(0.05);
// h_data_all->GetYaxis()->SetRangeUser(0.,1.15);
// if( temp.Contains("_pt") ){
// h_data_all->GetXaxis()->SetRangeUser(0.,150.);
// myRatio->GetXaxis()->SetRangeUser(0.,150.);
// }
//// l1t_all
h_py_all[0]->Draw("axis");
for( int iBin=0; iBin<numProjBin; iBin++ ) eff_l1t_all[iBin]->Draw("pe1same");
legend->Draw();
LumiInfoLatex.Draw();
CMSInfoLatex.Draw();
PublishInfoLatex.Draw();
plotname = dirprefix + temp_mh + "_"+suffix+"_l1t" + l1suffix + "_all_lin.png";
c1->Print(plotname);
plotname = dirprefix + temp_mh + "_"+suffix+"_l1t" + l1suffix + "_all_lin.pdf";
if( printPDF_ ) c1->Print(plotname);
//// hlt_all
h_py_all[0]->Draw("axis");
for( int iBin=0; iBin<numProjBin; iBin++ ) eff_hlt_all[iBin]->Draw("pe1same");
legend->Draw();
LumiInfoLatex.Draw();
CMSInfoLatex.Draw();
PublishInfoLatex.Draw();
plotname = dirprefix + temp_mh + "_"+suffix+"_hlt_l1t" + l1suffix + "_all_lin.png";
c1->Print(plotname);
plotname = dirprefix + temp_mh + "_"+suffix+"_hlt_l1t" + l1suffix + "_all_lin.pdf";
if( printPDF_ ) c1->Print(plotname);
//// hlt_l1t
h_py_all[0]->Draw("axis");
for( int iBin=0; iBin<numProjBin; iBin++ ) eff_hlt_l1t[iBin]->Draw("pe1same");
legend->Draw();
LumiInfoLatex.Draw();
CMSInfoLatex.Draw();
PublishInfoLatex.Draw();
plotname = dirprefix + temp_mh + "_"+suffix+"_hlt_l1t" + l1suffix + "_lin.png";
c1->Print(plotname);
plotname = dirprefix + temp_mh + "_"+suffix+"_hlt_l1t" + l1suffix + "_lin.pdf";
if( printPDF_ ) c1->Print(plotname);
h_py_all[0]->GetYaxis()->SetRangeUser(0.85,1.15);
//// l1t_all
h_py_all[0]->Draw("axis");
for( int iBin=0; iBin<numProjBin; iBin++ ) eff_l1t_all[iBin]->Draw("pe1same");
legend->Draw();
LumiInfoLatex.Draw();
CMSInfoLatex.Draw();
PublishInfoLatex.Draw();
plotname = dirprefix + temp_mh + "_"+suffix+"_l1t" + l1suffix + "_all_lin_zoom.png";
c1->Print(plotname);
plotname = dirprefix + temp_mh + "_"+suffix+"_l1t" + l1suffix + "_all_lin_zoom.pdf";
if( printPDF_ ) c1->Print(plotname);
//// hlt_all
h_py_all[0]->Draw("axis");
for( int iBin=0; iBin<numProjBin; iBin++ ) eff_hlt_all[iBin]->Draw("pe1same");
legend->Draw();
LumiInfoLatex.Draw();
CMSInfoLatex.Draw();
PublishInfoLatex.Draw();
plotname = dirprefix + temp_mh + "_"+suffix+"_hlt_l1t" + l1suffix + "_all_lin_zoom.png";
c1->Print(plotname);
plotname = dirprefix + temp_mh + "_"+suffix+"_hlt_l1t" + l1suffix + "_all_lin_zoom.png";
if( printPDF_ ) c1->Print(plotname);
//// hlt_l1t
h_py_all[0]->Draw("axis");
for( int iBin=0; iBin<numProjBin; iBin++ ) eff_hlt_l1t[iBin]->Draw("pe1same");
legend->Draw();
LumiInfoLatex.Draw();
CMSInfoLatex.Draw();
PublishInfoLatex.Draw();
plotname = dirprefix + temp_mh + "_"+suffix+"_hlt_l1t" + l1suffix + "_lin_zoom.png";
c1->Print(plotname);
plotname = dirprefix + temp_mh + "_"+suffix+"_hlt_l1t" + l1suffix + "_lin_zoom.pdf";
if( printPDF_ ) c1->Print(plotname);
delete legend;
} // end loop on hists
}
}
if( true ){
TString temp = "h_HT30";
TString temp_L1 = temp + "_L1HTT125";
TString temp_HLT = temp + "_L1HTT125_passHLTEle27HT200";
TString temp_mh = temp;
temp_mh.ReplaceAll("h_","");
//TLegend *legend = new TLegend(0.2,0.83,0.9,0.89);
TLegend *legend = new TLegend(0.2,0.87,0.85,0.91);
legend->SetFillColor(kWhite);
legend->SetLineColor(kWhite);
legend->SetShadowColor(kWhite);
legend->SetTextFont(42);
legend->SetTextSize(0.04);
legend->SetNColumns(3);
int rebin = 25;
TH1D* h_all[NumSamples];
TH1D* h_l1t[NumSamples];
TH1D* h_hlt[NumSamples];
TEfficiency* eff_hlt_all[NumSamples];
TEfficiency* eff_l1t_all[NumSamples];
TEfficiency* eff_hlt_l1t[NumSamples];
for( int iSample=0; iSample<NumSamples; iSample++ ){
h_all[iSample] = (TH1D*)file[iSample]->Get(temp.Data())->Clone(Form("%s_%s",temp.Data(),histLabels[iSample].Data()));
h_l1t[iSample] = (TH1D*)file[iSample]->Get(temp_L1.Data())->Clone(Form("%s_%s",temp.Data(),histLabels[iSample].Data()));
h_hlt[iSample] = (TH1D*)file[iSample]->Get(temp_HLT.Data())->Clone(Form("%s_%s",temp.Data(),histLabels[iSample].Data()));
h_all[iSample]->Rebin(rebin);
h_l1t[iSample]->Rebin(rebin);
h_hlt[iSample]->Rebin(rebin);
eff_l1t_all[iSample] = makeEfficiency(h_l1t[iSample], h_all[iSample]);
eff_hlt_l1t[iSample] = makeEfficiency(h_hlt[iSample], h_l1t[iSample]);
eff_hlt_all[iSample] = makeEfficiency(h_hlt[iSample], h_all[iSample]);
eff_l1t_all[iSample]->SetLineColor(color[iSample]);
eff_l1t_all[iSample]->SetMarkerColor(color[iSample]);
eff_l1t_all[iSample]->SetMarkerStyle(20);
eff_hlt_l1t[iSample]->SetLineColor(color[iSample]);
eff_hlt_l1t[iSample]->SetMarkerColor(color[iSample]);
eff_hlt_l1t[iSample]->SetMarkerStyle(20);
eff_hlt_all[iSample]->SetLineColor(color[iSample]);
eff_hlt_all[iSample]->SetMarkerColor(color[iSample]);
eff_hlt_all[iSample]->SetMarkerStyle(20);
legend->AddEntry(eff_l1t_all[iSample], histLabels[iSample],"pl");
}
h_all[0]->SetStats(0);
h_all[0]->GetYaxis()->SetTitle("Efficiency");
h_all[0]->GetYaxis()->SetRangeUser(0.,1.15);
h_all[0]->GetXaxis()->SetRangeUser(0.,600.);
//// l1t_all
h_all[0]->Draw("axis");
for( int iSample=0; iSample<NumSamples; iSample++ ) eff_l1t_all[iSample]->Draw("pe1same");
legend->Draw();
LumiInfoLatex.Draw();
CMSInfoLatex.Draw();
PublishInfoLatex.Draw();
plotname = dirprefix + temp_mh + "_compareSamples_l1t_all_lin.png";
c1->Print(plotname);
plotname = dirprefix + temp_mh + "_compareSamples_l1t_all_lin.pdf";
if( printPDF_ ) c1->Print(plotname);
//// hlt_all
h_all[0]->Draw("axis");
for( int iSample=0; iSample<NumSamples; iSample++ ) eff_hlt_all[iSample]->Draw("pe1same");
legend->Draw();
LumiInfoLatex.Draw();
CMSInfoLatex.Draw();
PublishInfoLatex.Draw();
plotname = dirprefix + temp_mh + "_compareSamples_hlt_all_lin.png";
c1->Print(plotname);
plotname = dirprefix + temp_mh + "_compareSamples_hlt_all_lin.pdf";
if( printPDF_ ) c1->Print(plotname);
//// hlt_l1t
h_all[0]->Draw("axis");
for( int iSample=0; iSample<NumSamples; iSample++ ) eff_hlt_l1t[iSample]->Draw("pe1same");
legend->Draw();
LumiInfoLatex.Draw();
CMSInfoLatex.Draw();
PublishInfoLatex.Draw();
plotname = dirprefix + temp_mh + "_compareSamples_hlt_l1t_lin.png";
c1->Print(plotname);
plotname = dirprefix + temp_mh + "_compareSamples_hlt_l1t_lin.pdf";
if( printPDF_ ) c1->Print(plotname);
h_all[0]->GetYaxis()->SetRangeUser(0.85,1.15);
//// l1t_all
h_all[0]->Draw("axis");
for( int iSample=0; iSample<NumSamples; iSample++ ) eff_l1t_all[iSample]->Draw("pe1same");
legend->Draw();
LumiInfoLatex.Draw();
CMSInfoLatex.Draw();
PublishInfoLatex.Draw();
plotname = dirprefix + temp_mh + "_compareSamples_l1t_all_lin_zoom.png";
c1->Print(plotname);
plotname = dirprefix + temp_mh + "_compareSamples_l1t_all_lin_zoom.pdf";
if( printPDF_ ) c1->Print(plotname);
//// hlt_all
h_all[0]->Draw("axis");
for( int iSample=0; iSample<NumSamples; iSample++ ) eff_hlt_all[iSample]->Draw("pe1same");
legend->Draw();
LumiInfoLatex.Draw();
CMSInfoLatex.Draw();
PublishInfoLatex.Draw();
plotname = dirprefix + temp_mh + "_compareSamples_hlt_all_lin_zoom.png";
c1->Print(plotname);
plotname = dirprefix + temp_mh + "_compareSamples_hlt_all_lin_zoom.pdf";
if( printPDF_ ) c1->Print(plotname);
//// hlt_l1t
h_all[0]->Draw("axis");
for( int iSample=0; iSample<NumSamples; iSample++ ) eff_hlt_l1t[iSample]->Draw("pe1same");
legend->Draw();
LumiInfoLatex.Draw();
CMSInfoLatex.Draw();
PublishInfoLatex.Draw();
plotname = dirprefix + temp_mh + "_compareSamples_hlt_l1t_lin_zoom.png";
c1->Print(plotname);
plotname = dirprefix + temp_mh + "_compareSamples_hlt_l1t_lin_zoom.pdf";
if( printPDF_ ) c1->Print(plotname);
delete legend;
}
if( true ){
TString temp = "h_HT30";
std::vector<TString> useL1Name;
useL1Name.push_back(temp + "_L1HTT125");
useL1Name.push_back(temp + "_L1HTT100");
std::vector<TString> labelL1Name;
labelL1Name.push_back("L1_HTT125");
labelL1Name.push_back("L1_HTT100");
std::vector<Color_t> useColor;
useColor.push_back(kBlack);
useColor.push_back(kRed);
TString temp_mh = temp;
temp_mh.ReplaceAll("h_","");
//TLegend *legend = new TLegend(0.2,0.83,0.9,0.89);
TLegend *legend = new TLegend(0.15,0.83,0.85,0.89);
legend->SetFillColor(kWhite);
legend->SetLineColor(kWhite);
legend->SetShadowColor(kWhite);
legend->SetTextFont(42);
legend->SetTextSize(0.04);
legend->SetNColumns(2);
int rebin = 25;
int NumL1Samples = int(useL1Name.size());
TH1D* h_all[NumL1Samples];
TH1D* h_l1t[NumL1Samples];
TEfficiency* eff_l1t_all[NumL1Samples];
for( int iSample=0; iSample<NumL1Samples; iSample++ ){
h_all[iSample] = (TH1D*)file[useSample_]->Get(temp)->Clone(Form("%s_%s",temp.Data(),labelL1Name[iSample].Data()));
h_l1t[iSample] = (TH1D*)file[useSample_]->Get(useL1Name[iSample])->Clone(Form("%s_%s",useL1Name[iSample].Data(),labelL1Name[iSample].Data()));
h_all[iSample]->Rebin(rebin);
h_l1t[iSample]->Rebin(rebin);
eff_l1t_all[iSample] = makeEfficiency(h_l1t[iSample], h_all[iSample]);
eff_l1t_all[iSample]->SetLineColor(useColor[iSample]);
eff_l1t_all[iSample]->SetMarkerColor(useColor[iSample]);
eff_l1t_all[iSample]->SetMarkerStyle(20);
legend->AddEntry(eff_l1t_all[iSample], labelL1Name[iSample],"pl");
}
h_all[0]->SetStats(0);
h_all[0]->GetYaxis()->SetTitle("Efficiency");
h_all[0]->GetYaxis()->SetRangeUser(0.,1.15);
h_all[0]->GetXaxis()->SetRangeUser(0.,600.);
//// l1t_all
h_all[0]->Draw("axis");
for( int iSample=0; iSample<NumL1Samples; iSample++ ) eff_l1t_all[iSample]->Draw("pe1same");
legend->Draw();
LumiInfoLatex.Draw();
CMSInfoLatex.Draw();
PublishInfoLatex.Draw();
plotname = dirprefix + temp_mh + "_compareL1_l1t_all_lin.png";
c1->Print(plotname);
plotname = dirprefix + temp_mh + "_compareL1_l1t_all_lin.pdf";
if( printPDF_ ) c1->Print(plotname);
h_all[0]->GetYaxis()->SetRangeUser(0.85,1.15);
//// l1t_all
h_all[0]->Draw("axis");
for( int iSample=0; iSample<NumL1Samples; iSample++ ) eff_l1t_all[iSample]->Draw("pe1same");
legend->Draw();
LumiInfoLatex.Draw();
CMSInfoLatex.Draw();
PublishInfoLatex.Draw();
plotname = dirprefix + temp_mh + "_compareL1_l1t_all_lin_zoom.png";
c1->Print(plotname);
plotname = dirprefix + temp_mh + "_compareL1_l1t_all_lin_zoom.pdf";
if( printPDF_ ) c1->Print(plotname);
delete legend;
}
////////////////////////////////////////////////////////////////////////////
TCanvas* myC1 = new TCanvas("myC1", "myC1", 600,700);
gStyle->SetPadBorderMode(0);
gStyle->SetFrameBorderMode(0);
Float_t small = 1.e-5;
myC1->Divide(1,2,small,small);
const float padding=1e-5; const float ydivide=0.3;
myC1->GetPad(1)->SetPad( padding, ydivide + padding , 1-padding, 1-padding);
myC1->GetPad(2)->SetPad( padding, padding, 1-padding, ydivide-padding);
myC1->GetPad(1)->SetLeftMargin(.11);
myC1->GetPad(2)->SetLeftMargin(.11);
myC1->GetPad(1)->SetRightMargin(.05);
myC1->GetPad(2)->SetRightMargin(.05);
myC1->GetPad(1)->SetBottomMargin(.3);
myC1->GetPad(2)->SetBottomMargin(.3);
myC1->GetPad(1)->Modified();
myC1->GetPad(2)->Modified();
myC1->cd(1);
gPad->SetBottomMargin(small);
gPad->Modified();
for( int i=0; i<int(histoname3.size()); i++ ){
TString temp = histoname3[i];
TString temp_mh = temp;
temp_mh.ReplaceAll("h_","");
//TLegend *legend = new TLegend(0.1,0.91,0.9,0.99);
TLegend *legend = new TLegend(0.2,0.83,0.88,0.89);
legend->SetFillColor(kWhite);
legend->SetLineColor(kWhite);
legend->SetShadowColor(kWhite);
legend->SetTextFont(42);
legend->SetTextSize(0.04);
legend->SetNColumns(2);
int rebin = 1;
if( temp.Contains("_mass") ) rebin = 2;
if( temp.Contains("_L1HTT") ) rebin = 2;
if( temp.Contains("_met") ) rebin = 5;
if( temp.Contains("_jet_") && temp.Contains("_pt") ) rebin = 10;
if( temp.Contains("_jet_") && temp.Contains("_eta") ) rebin = 4;
if( temp.Contains("_jet_") && temp.Contains("_phi") ) rebin = 4;
if( temp.Contains("_csv") ) rebin = 8;
if( temp.Contains("_diele_mass_closestZmass") ) rebin = 5;
TH1D* h_data = (TH1D*)file[2]->Get(temp.Data());
TH1D* h_mc = (TH1D*)file[0]->Get(temp.Data());
h_data->Rebin(rebin);
h_mc->Rebin(rebin);
if( temp.Contains("_numPV") ){
h_mc->Scale( h_data->Integral() / h_mc->Integral() );
}
h_data->SetLineColor(color[0]);
h_mc->SetLineColor(color[2]);
h_data->SetMarkerColor(color[0]);
h_mc->SetMarkerColor(color[2]);
h_data->SetMarkerStyle(20);
h_mc->SetMarkerStyle(20);
legend->AddEntry(h_data,histLabels[2],"p");
legend->AddEntry(h_mc,histLabels[0],"p");
//c3->SetTopMargin(.05);
//c1->SetRightMargin(.05);
double ratioMax = 1.6;
double ratioMin = 0.5;
int nbins = h_data->GetNbinsX();
double xmin = h_data->GetBinLowEdge(1);
double xmax = h_data->GetBinLowEdge(nbins) + h_data->GetBinWidth(nbins);
TH1D* myRatio = new TH1D("ratio", "", nbins, xmin, xmax );
myRatio->SetStats(0);
myRatio->Sumw2();
myRatio->SetLineColor(kBlack);
myRatio->SetMarkerColor(kBlack);
myRatio->Divide(h_data,h_mc);
myRatio->SetMinimum(ratioMin);
myRatio->SetMaximum(ratioMax);
//myRatio->GetYaxis()->SetNdivisions(50000+404);
myRatio->GetYaxis()->SetNdivisions(50000+204);
myRatio->GetYaxis()->SetLabelSize(0.1); //make y label bigger
myRatio->GetXaxis()->SetLabelSize(0.1); //make y label bigger
myRatio->GetXaxis()->SetTitleOffset(1.1);
myRatio->GetXaxis()->SetTitle(h_data->GetXaxis()->GetTitle()); //make y label bigger
myRatio->GetXaxis()->SetLabelSize(0.12);
myRatio->GetXaxis()->SetLabelOffset(0.04);
myRatio->GetXaxis()->SetTitleSize(0.12);
myRatio->GetYaxis()->SetTitle("Data/MC");
myRatio->GetYaxis()->SetTitleSize(0.09);
myRatio->GetYaxis()->SetTitleOffset(.55);
myC1->cd(2);
gPad->SetTopMargin(small);
gPad->SetTickx();
gPad->Modified();
myRatio->GetYaxis()->CenterTitle(kTRUE);
if( temp.Contains("_selection") ){
for( int iBin=0; iBin<nbins; iBin++ ) myRatio->GetXaxis()->SetBinLabel(iBin+1,h_data->GetXaxis()->GetBinLabel(iBin+1));
myC1->GetPad(2)->SetBottomMargin(.4);
myC1->GetPad(1)->SetRightMargin(.10);
myC1->GetPad(2)->SetRightMargin(.10);
myRatio->GetXaxis()->SetTitle("");
}
else{
myC1->GetPad(2)->SetBottomMargin(.3);
myC1->GetPad(1)->SetRightMargin(.05);
myC1->GetPad(2)->SetRightMargin(.05);
}
h_data->SetStats(0);
h_data->GetYaxis()->SetTitleOffset(1.0);
h_data->GetYaxis()->SetTitleSize(0.05);
h_data->GetYaxis()->SetTitle("Number of Events");
int max_bin_data = h_data->GetMaximumBin();
double max_data = h_data->GetBinContent(max_bin_data) + h_data->GetBinError(max_bin_data);
int max_bin_mc = h_mc->GetMaximumBin();
double max_mc = h_mc->GetBinContent(max_bin_mc) + h_mc->GetBinError(max_bin_mc);
double max_content = std::max(max_data, max_mc);
h_data->GetYaxis()->SetRangeUser(0.,1.2 * max_content);
if( temp.Contains("_mass") ){
h_data->GetXaxis()->SetRangeUser(40.,140.);
myRatio->GetXaxis()->SetRangeUser(40.,140.);
}
if( temp.Contains("_met") ){
h_data->GetXaxis()->SetRangeUser(0.,150.);
myRatio->GetXaxis()->SetRangeUser(0.,150.);
}
// if( temp.Contains("_eta") ) h_all->GetYaxis()->SetRangeUser(0.4,1.1);
// if( temp.Contains("_numGenPVs") ) h_all->GetYaxis()->SetRangeUser(0.4,1.1);
// if( temp.Contains("_numJets") ) h_all->GetYaxis()->SetRangeUser(0.4,1.1);
TLine* myLine;
if( temp.Contains("_mass") ) myLine = new TLine(40, 1, 140, 1);
else if( temp.Contains("_met") ) myLine = new TLine(0, 1, 150, 1);
else myLine = new TLine(h_data->GetXaxis()->GetXmin(), 1, h_data->GetXaxis()->GetXmax(), 1);
// HLT
myC1->cd(1);
h_data->Draw("pe1");
h_mc->Draw("pe1same");
legend->Draw();
LumiInfoLatex.Draw();
CMSInfoLatex.Draw();
PublishInfoLatex.Draw();
myC1->cd(2);
myRatio->SetLineWidth(2);
myRatio->Draw("pe1");
myLine->Draw();
plotname = dirprefix + temp_mh + "_data2mc_lin.png";
myC1->Print(plotname);
plotname = dirprefix + temp_mh + "_data2mc_lin.pdf";
if( printPDF_ ) myC1->Print(plotname);
// log
h_data->GetYaxis()->SetRangeUser(0.4,12 * max_content);
if( temp.Contains("_selection") ){
h_data->GetYaxis()->SetRangeUser(400,12 * max_content);
}
myC1->cd(1);
gPad->SetLogy(1);
plotname = dirprefix + temp_mh + "_data2mc_log.png";
myC1->Print(plotname);
plotname = dirprefix + temp_mh + "_data2mc_log.pdf";
if( printPDF_ ) myC1->Print(plotname);
gPad->SetLogy(0);
delete myRatio;
delete myLine;
delete legend;
} // end loop on hists
////////////////////////////////////////////////////////////////////////////
// Close the file
for( int iFile=0; iFile<NumSamples; iFile++ ) file[iFile]->Close();
std::cout << " Done! " << std::endl;
}
void updateHIN11010(int etPho = 60, int etJet = 30, bool scaleByR=true, bool drawMC=true, int prodDate=20131021) {
bool mcOnly=false;
int percentBin[5] = {0,10,30,50,100};
TH1D* hxgj[5][10]; //[data kind] [ centrality]
TH1D* hxgjpp[20];
TFile *fSum1 = new TFile(Form("histOutputFiles60GeVInclusive/HisOutput_Photonv7_v29_akPu3PF_InclPtRatio_gamma%djet%ddphiSig2749_Isol0_Norm1.root",etPho,etJet));
for ( int icent=0; icent<=3 ; icent++) {
hxgj[khimc][icent] = (TH1D*)fSum1->Get(Form("dataSrc%d_reco1_cent%dSubtractedExtrapExtrapNorm",khimc,icent));
hxgj[khidata][icent] = (TH1D*)fSum1->Get(Form("dataSrc%d_reco1_cent%dSubtractedExtrapExtrapNorm",khidata,icent));
}
hxgjpp[kppdata] = (TH1D*)fSum1->Get("dataSrc2_reco1_cent0SubtractedExtrapExtrapNorm");
TFile *fSum2 = new TFile(Form("histOutputFiles60GeVInclusive/HisOutput_Photonv7_v29_akPu3PF_InclPtRatio_gamma%djet%ddphiSig2749_Isol0_Norm2.root",etPho,etJet));
TGraphAsymmErrors* mxhimc = (TGraphAsymmErrors*)fSum2->Get("dataSrc0_reco1_x_Summary_0");
TGraphAsymmErrors* mxhidata = (TGraphAsymmErrors*)fSum2->Get("dataSrc1_reco1_x_Summary_0");
// TGraphAsymmErrors* mxppdata = (TGraphAsymmErrors*)fSum2->Get("dataSrc2_reco1_x_Summary_0");
TGraphAsymmErrors* mxppdata;
TGraphAsymmErrors* mxppmc = (TGraphAsymmErrors*)fSum2->Get("dataSrc10_reco1_x_Summary_0");
TGraphAsymmErrors* rxhimc = (TGraphAsymmErrors*)fSum2->Get("dataSrc0_reco1_R_Summary_0");
TGraphAsymmErrors* rxhidata = (TGraphAsymmErrors*)fSum2->Get("dataSrc1_reco1_R_Summary_0");
TGraphAsymmErrors* rxppdata = (TGraphAsymmErrors*)fSum2->Get("dataSrc2_reco1_R_Summary_0");
TGraphAsymmErrors* rxppmc = (TGraphAsymmErrors*)fSum2->Get("dataSrc10_reco1_R_Summary_0");
TFile *fSum3 = new TFile(Form("histOutputFiles60GeVInclusive/HisOutput_Photonv7_v29_akPu3PF_InclDeltaPhi_gamma%djet%ddphiSig628_subJ1SS1_Isol0_Norm1.root",etPho,etJet));
TFile *fSum4 = new TFile("histOutputFiles60GeVInclusive/HisSummary_Photonv7_v29_akPu3PF_InclDeltaPhi_gamma60jet30dphiSig628_subJ1SS1_Isol0_Norm1.root");
TGraphAsymmErrors* dphihimc = (TGraphAsymmErrors*)fSum4->Get("dataSrc0_reco1_dphi_Summary");
TGraphAsymmErrors* dphihidata = (TGraphAsymmErrors*)fSum4->Get("dataSrc1_reco1_dphi_Summary");
TGraphAsymmErrors* dphippdata = (TGraphAsymmErrors*)fSum4->Get("dataSrc2_reco1_dphi_Summary");
TGraphAsymmErrors* dphippmc = (TGraphAsymmErrors*)fSum4->Get("dataSrc10_reco1_dphi_Summary");
// new dphihidata points
//
double sysDphi[4] = {0.032,0.03,0.045,0.077};
//0.109940, 0.046998, 0.034206,0.142664};
double sysDphipp[1] = {sysDphi[3]};
double sysR[4] = {0.045,0.039,0.041,0.037};
//0.017232,0.012847,0.011691,0.012724};
double sysRpp[1] = {sysR[3]};
double sysMx[4] = { 0.053,0.048,0.051,0.032};
double sysMxpp[1] = {0.009};
double corrSysMx = 0.028;
TH1D* hdphi[5][5]; //[data kind] [ centrality]
TH1D* hdphipp[20];
for ( int icent=0; icent<=3 ; icent++) {
hdphi[khimc][icent] = (TH1D*)fSum3->Get(Form("dataSrc%d_reco1_cent%dSubtractedExtrapExtrapNorm",khimc,icent));
hdphi[khidata][icent] = (TH1D*)fSum3->Get(Form("dataSrc%d_reco1_cent%dSubtractedExtrapExtrapNorm",khidata,icent));
}
hdphipp[kppdata] = (TH1D*)fSum3->Get("dataSrc2_reco1_cent0SubtractedExtrapExtrapNorm");
// 2013 pp data!!!!!!
TFile* pp13 = new TFile(Form("ffFilesPP60GeVInclusive/photonTrackCorr_ppDATA_output_photonPtThr60_to_9999_jetPtThr30_%d.root", prodDate));
// TFile* pp13 = new TFile("ffFilesPP60GeVInclusive/oldSmearing.root");
hdphi[kppdata13][1] = (TH1D*)pp13->Get("jetDphi_icent10010_final");
hxgj[kppdata13][1] = (TH1D*)pp13->Get("xjg_icent10010_final");
hdphi[kppdata13][2] = (TH1D*)pp13->Get("jetDphi_icent11030_final");
hxgj[kppdata13][2] = (TH1D*)pp13->Get("xjg_icent11030_final");
hdphi[kppdata13][3] = (TH1D*)pp13->Get("jetDphi_icent13050_final");
hxgj[kppdata13][3] = (TH1D*)pp13->Get("xjg_icent13050_final");
hdphi[kppdata13][4] = (TH1D*)pp13->Get("jetDphi_icent15099_final");
hxgj[kppdata13][4] = (TH1D*)pp13->Get("xjg_icent15099_final");
hdphi[kppdata13][5] = (TH1D*)pp13->Get("jetDphi_icent7_final");
hxgj[kppdata13][5] = (TH1D*)pp13->Get("xjg_icent7_final");
for ( int icent = 1 ; icent<=5 ; icent++) {
hdphi[kppdata13][icent]->Scale(1./hdphi[kppdata13][icent]->Integral());
for ( int i = 1 ; i<=5 ; i++) {
hdphi[kppdata13][icent]->SetBinContent(i,-1e4);
}
// hxgj[kppdata13][icent]->Rebin(10); // Now the bins are already rebined from photonTrackCorr_ppDATA_output_photonPtThr60_to_9999_jetPtThr30_20131021.root
hxgj[kppdata13][icent]->Scale(1./hxgj[kppdata13][icent]->Integral("width"));
}
TH1D* hPtPP2013[10];
hPtPP2013[1] = (TH1D*)pp13->Get("jetPt_icent10010_final");
hPtPP2013[2] = (TH1D*)pp13->Get("jetPt_icent11030_final");
hPtPP2013[3] = (TH1D*)pp13->Get("jetPt_icent13050_final");
hPtPP2013[4] = (TH1D*)pp13->Get("jetPt_icent15099_final");
hPtPP2013[5] = (TH1D*)pp13->Get("jetPt_icent7_final");
TH1D* hRpp2013[10];
hRpp2013[1] = new TH1D("hrpp2013_icent1","",1, 359.1-10, 359.1+10);
hRpp2013[2] = new TH1D("hrpp2013_icent2","",1, 235.6-10, 235.6+10);
hRpp2013[3] = new TH1D("hrpp2013_icent3","",1, 116.4-10, 116.4+10);
hRpp2013[4] = new TH1D("hrpp2013_icent4","",1, 43.6-10, 43.6 +10);
hRpp2013[5] = new TH1D("hrpp2013_icent5","",1, -8, 18 );
for ( int icent=1 ; icent<=5; icent++) {
double temprPP13err;
double temprPP13 = hPtPP2013[icent]->IntegralAndError(1,hPtPP2013[icent]->GetNbinsX(),temprPP13err,"width");
hRpp2013[icent]->SetBinContent(1,temprPP13);
hRpp2013[icent]->SetBinError(1,temprPP13err);
handsomeTH1(hRpp2013[icent],1);
hRpp2013[icent]->SetMarkerStyle(21);
}
TH1D* hMXpp2013[10];
hMXpp2013[1] = new TH1D("hmxpp2013_icent1","",1, 359.1-10, 359.1+10);
hMXpp2013[2] = new TH1D("hmxpp2013_icent2","",1, 235.6-10, 235.6+10);
hMXpp2013[3] = new TH1D("hmxpp2013_icent3","",1, 116.4-10, 116.4+10);
hMXpp2013[4] = new TH1D("hmxpp2013_icent4","",1, 43.6-10, 43.6 +10);
hMXpp2013[5] = new TH1D("hmxpp2013_icent5","",1, -8, 18);
for ( int icent=1 ; icent<=5; icent++) {
hMXpp2013[icent]->SetBinContent(1,hxgj[kppdata13][icent]->GetMean());
hMXpp2013[icent]->SetBinError(1,hxgj[kppdata13][icent]->GetMeanError());
handsomeTH1(hMXpp2013[icent],1);
hMXpp2013[icent]->SetMarkerStyle(21);
}
TFile* fPPsys = new TFile("ffFilesPP60GeVInclusive/relativeSys_merged_pp60GeV.root");
TH1D* hdphiWidth = (TH1D*)fPPsys->Get("dphiWidth_uncertainty_merged");
TH1D* hDphiPPUnc = new TH1D("hdphippunc","",1,0,1);
hDphiPPUnc->SetBinContent(1, hdphiWidth->GetBinContent(1) );
TH1D* ppSysX[4];
ppSysX[0] = (TH1D*)fPPsys->Get("dNdXjg_uncertainty_merged");
ppSysX[1] = (TH1D*)ppSysX[0]->Clone("ppSysx1");
ppSysX[2] = (TH1D*)ppSysX[0]->Clone("ppSysx2");
ppSysX[3] = (TH1D*)ppSysX[0]->Clone("ppSysx3");
TH1D* meanXpp13Sys = (TH1D*)fPPsys->Get("meanXjg_uncertainty_merged");
float ppSysMx60 = meanXpp13Sys->GetBinContent(1); // UPDATED on Oct 22nd
TH1D* ppSysMx = new TH1D("ppSysMx","",1,0,1);
ppSysMx->SetBinContent(1,ppSysMx60);
TH1D* meanRpp13Sys = (TH1D*)fPPsys->Get("meanRjg_uncertainty_merged");
float ppSysR60 = meanRpp13Sys->GetBinContent(1); // UPDATED on Oct 22nd
TH1D* ppSysR = new TH1D("ppSysR","",1,0,1);
ppSysR->SetBinContent(1,ppSysR60);
// xjg distributions
TCanvas *c1 = new TCanvas("c1","",1100,330);
makeMultiPanelCanvas(c1,4,1,0.0,0.0,0.24,0.15,0.075);
c1->cd(0);
drawCMSppPbPb(0.1,0.95);
//c1->Divide(4,1,0.0,0.0);
for ( int icent=0; icent<=3 ; icent++) {
c1->cd( 4 - icent);
//hxgj[khimc][icent]->SetAxisRange(-.2,2.5,"Y");
hxgj[khimc][icent]->SetAxisRange(0,2.5,"Y");
hxgj[khimc][icent]->SetNdivisions(505);
// hxgj[khimc][icent]->SetTitle(";x_{J#gamma} = p^{Jet}_{T}/p^{#gamma}_{T}; #frac{1}{N_{J#gamma}} #frac{dN_{J#gamma}}{dx_{J#gamma}}");
hxgj[khimc][icent]->SetTitle(";x_{J#gamma}; #frac{1}{N_{J#gamma}} #frac{dN_{J#gamma}}{dx_{J#gamma}}");
handsomeTH1(hxgj[khimc][icent]);
fixedFontHist(hxgj[khimc][icent],1,1.35);
mcStyle2(hxgj[khimc][icent]);
handsomeTH1(hxgj[khidata][icent],2);
hxgj[khimc][icent]->GetYaxis()->SetTitleOffset(1.5);
TH1D * htemp41 = (TH1D*)hxgj[khimc][icent]->Clone(Form("htemp41_%d",icent));
for ( int i=0 ; i<=20 ; i++) {
htemp41->SetBinContent(i,0);
htemp41->SetBinError(i,0);
}
if (scaleByR) {
htemp41->SetAxisRange(0,2,"Y");
htemp41->SetYTitle("#frac{1}{N_{#gamma}} #frac{dN_{J#gamma}}{dx_{J#gamma}}");
}
htemp41->DrawCopy("hist");
if (scaleByR) {
hxgj[kppdata13][icent+1]->Scale(hRpp2013[icent+1]->GetBinContent(1));
std::cout <<" Scaled by pp R :" << hRpp2013[icent+1]->GetBinContent(1) << std::endl;
double x,y;
rxhidata->GetPoint(icent, x,y);
hxgj[khidata][icent]->Scale(y);
std::cout << " scaled by PbPb R: " << y << std::endl;
rxhimc->GetPoint(icent, x,y);
hxgj[khimc][icent]->Scale(y);
std::cout << " scaled by PbPb R: " << y << std::endl;
}
if(drawMC) hxgj[khimc][icent]->DrawCopy("hist same");
if ( !mcOnly ) drawXSys(icent,hxgj[khidata][icent]);
// if ( icent==3){ }
handsomeTH1(hxgj[kppdata13][icent+1]);
hxgj[kppdata13][icent+1]->SetMarkerStyle(21);
drawSys(hxgj[kppdata13][icent+1],ppSysX[icent],kGreen,3001);
hxgj[kppdata13][icent+1]->Draw("same ");
if ( !mcOnly ) hxgj[khidata][icent]->Draw("same");
//onSun(0,0,2,0);
// if ( icent == 2) {
// TLegend *leg0 = new TLegend(0.2796373,0.7545885,0.9742202,0.9937661,NULL,"brNDC");
// easyLeg(leg0,"");
// // if ( !mcOnly ) leg0->AddEntry(hxgj[khidata][icent],"PbPb Data","p");
// leg0->AddEntry(hxgj[khimc][icent],"PYTHIA + HYDJET","f");
// leg0->AddEntry(hxgjpp[kppdata],"","");
// leg0->Draw();
// }
if ( icent == 3) {
TLegend *leg0 = new TLegend(0.2916647,0.7045885,0.9862476,0.9869226,NULL,"brNDC");
easyLeg(leg0);
leg0->AddEntry(hxgj[khidata][icent],"PbPb Data","p");
if ( !mcOnly ) leg0->AddEntry(hxgj[kppdata13][icent+1],"Smeared pp reference","p");
// leg0->AddEntry(hxgj[khidata][icent],"","");
if(drawMC) leg0->AddEntry(hxgj[khimc][icent],"PbPb PYTHIA + HYDJET","f");
leg0->Draw();
//drawText("#sqrt{s_{NN}}=2.76 TeV ",0.65,0.74,0,15);
}
if ( icent == 2) {
drawText(Form("p^{#gamma}_{T} > %d GeV/c |#eta^{#gamma}| < 1.44",etPho),0.2,0.85,0,15);
drawText(Form("p^{Jet}_{T} > %d GeV/c |#eta^{Jet}| < 1.6",etJet),0.2,0.77,0,15);
drawText("#Delta#phi_{J#gamma} > #frac{7}{8}#pi",0.2,0.69,0,15);
}
if ( icent == 0 ) {
// drawText("CMS",0.8,0.9,1);
// drawText("pp #int L dt = 231 nb^{-1}",0.4,0.68,1,15);
}
if ( icent == 3)
drawText(Form("%d%% - %d%%",percentBin[icent],percentBin[icent+1]),0.72,0.5,0,15);
else
drawText(Form("%d%% - %d%%",percentBin[icent],percentBin[icent+1]),0.67,0.5,0,15);
/* if ( icent == 3)
drawText("(a)",0.275,0.8,1);
if ( icent == 2)
drawText("(b)",0.05,0.8,1);
if ( icent == 1)
drawText("(c)",0.05,0.8,1);
if ( icent == 0)
drawText("(d)",0.05,0.8,1);
*/
gPad->RedrawAxis();
}
c1->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_xjg_distribution.pdf");
//c1->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_xjg_distribution.png");
//c1->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_xjg_distribution.gif");
//c1->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_xjg_distribution.C");
// TCanvas *c1all = new TCanvas("c1all","",500,500);
// for ( int icent=0;icent<4;icent++){
// hxgj[khimc][icent]->SetFillStyle(0);
// hxgj[khimc][icent]->SetMarkerSize(1.5);
// }
// hxgj[khimc][0]->SetMarkerStyle(22);
// hxgj[khimc][1]->SetMarkerStyle(26);
// hxgj[khimc][2]->SetMarkerStyle(23);
// hxgj[khimc][3]->SetMarkerStyle(32);
// hxgj[khimc][0]->DrawCopy("");
// hxgj[khimc][1]->DrawCopy(" same");
// hxgj[khimc][2]->DrawCopy(" same");
// hxgj[khimc][3]->DrawCopy(" same");
// jumSun(0,0,2,0);
// drawText("PYTHIA+HYDJET",0.2,0.80,0,25);
// TLegend *legc1all = new TLegend(0.6149194,0.6716102,0.9435484,0.9555085,NULL,"brNDC");
// easyLeg(legc1all,"");
// legc1all->AddEntry(hxgj[khimc][3],"50-100%","p");
// legc1all->AddEntry(hxgj[khimc][2],"30-50%","p");
// legc1all->AddEntry(hxgj[khimc][1],"10-30%","p");
// legc1all->AddEntry(hxgj[khimc][0],"0-10%","p");
// legc1all->Draw();
// dphi distributions
TCanvas *c1ppDphi = new TCanvas("c1ppDphi","",500,500);
TString fitFunc = "(TMath::Pi()/20.0)*exp(-(TMath::Pi()-x)/[0])/([0]*(1-exp(-TMath::Pi()/[0])))";
float fitxmin=3.1415926*2./3;
TF1 *fdphiPP[10];
TH1D* hDphiPP2013[10];
hDphiPP2013[1] = new TH1D("hDphiPP2013_icent1","",1, 359.1-10, 359.1+10);
hDphiPP2013[2] = new TH1D("hDphiPP2013_icent2","",1, 235.6-10, 235.6+10);
hDphiPP2013[3] = new TH1D("hDphiPP2013_icent3","",1, 116.4-10, 116.4+10);
hDphiPP2013[4] = new TH1D("hDphiPP2013_icent4","",1, 43.6-10, 43.6 +10);
hDphiPP2013[5] = new TH1D("hDphiPP2013_icent5","",1, -8, 18);
for ( int icent=1; icent<=5 ; icent++) {
fdphiPP[icent] = new TF1(Form("fdphiPP_icent%d",icent),fitFunc.Data(),2.0*TMath::Pi()/3.0,TMath::Pi());
fdphiPP[icent]->SetParName(0,"width");
fdphiPP[icent]->SetParameter("width",0.3);
hdphi[kppdata13][icent]->Fit(Form("fdphiPP_icent%d",icent),"0","",fitxmin,3.1415926);
fdphiPP[icent]->SetLineWidth(1);
fdphiPP[icent]->SetLineStyle(2);
fdphiPP[icent]->SetLineColor(1);
hdphi[kppdata13][icent]->SetAxisRange(1.00001e-3,1,"Y");
hdphi[kppdata13][icent]->SetStats(0);
hdphi[kppdata13][icent]->Draw("");
hdphi[kppdata13][icent]->SetAxisRange(1.00001e-3,1,"Y");
hdphi[kppdata13][icent]->SetStats(0);
fdphiPP[icent]->SetLineWidth(2);
fdphiPP[icent]->SetLineStyle(7);
fdphiPP[icent]->DrawCopy("same");
gPad->SetLogy();
float dphiWidth13 = fdphiPP[icent]->GetParameter(0) ;
float dphiWidth13err = fdphiPP[icent]->GetParError(0);
hDphiPP2013[icent]->SetBinContent(1,dphiWidth13);
hDphiPP2013[icent]->SetBinError( 1,dphiWidth13err);
handsomeTH1(hDphiPP2013[icent],1);
hDphiPP2013[icent]->SetMarkerStyle(21);
}
TCanvas *c1dphi = new TCanvas("c1dphi","",1100,330);
makeMultiPanelCanvas(c1dphi,4,1,0.0,0.0,0.24,0.18,0.075);
c1dphi->cd(0);
drawCMSppPbPb(0.1,0.95);
for ( int icent=0; icent<=3 ; icent++) {
c1dphi->cd( 4 - icent);
hdphi[khimc][icent]->SetAxisRange(1.e-3,1,"Y");
// hdphi[khimc][icent]->SetNdivisions(505);
hdphi[khimc][icent]->GetXaxis()->SetNdivisions(3,5,0,kFALSE);
hdphi[khimc][icent]->SetTitle(";#Delta#phi_{J#gamma};Pair Fraction");
handsomeTH1(hdphi[khimc][icent]);
fixedFontHist(hdphi[khimc][icent],1,1.35);
mcStyle2(hdphi[khimc][icent]);
handsomeTH1(hdphi[khidata][icent],2);
TF1 *fdphi = new TF1("fdphi",fitFunc.Data(),2.0*TMath::Pi()/3.0,TMath::Pi());
fdphi->SetParName(0,"width");
fdphi->SetParameter("width",0.3);
hdphi[khimc][icent]->Fit("fdphi","0llm","",fitxmin,3.1415926);
fdphi->SetLineWidth(1);
fdphi->SetLineStyle(2);
fdphi->SetLineColor(kBlue);
// float dphiWidth = fdphi->GetParameter("width");
// float dphiWidthErr = fdphi->GetParError(0);
// std::cout << " dphiWidth,dphiWidthErr = " << dphiWidth <<" "<< dphiWidthErr << std::endl;
hdphi[khimc][icent]->SetAxisRange(1.00001e-3,1,"Y");
hdphi[khimc][icent]->SetStats(0);
TH1D* hdphitemp = (TH1D*)hdphi[khimc][icent]->Clone(Form("hdphitemp55_%d",icent));
if(!drawMC)
{
for ( int i=0;i<=30;i++) {
hdphitemp->SetBinContent(i,0);
hdphitemp->SetBinError(i,0);
}
}
hdphitemp->Draw("hist");
hdphi[khidata][icent]->SetAxisRange(1.00001e-3,1,"Y");
if (!mcOnly) hdphi[khidata][icent]->Draw("same ");
hdphi[khidata][icent]->SetStats(0);
fdphi->SetLineWidth(2);
fdphi->SetLineStyle(7);
if ( mcOnly ) fdphi->DrawCopy("same");
gPad->SetLogy();
handsomeTH1(hdphi[kppdata13][icent+1]);
hdphi[kppdata13][icent+1]->SetMarkerStyle(21);
hdphi[kppdata13][icent+1]->Draw("same");
if ( icent == 3) {
TLegend *leg0 = new TLegend(0.32,0.7,0.9,0.89,NULL,"brNDC");
easyLeg(leg0);
if ( !mcOnly ) leg0->AddEntry(hdphi[kppdata13][icent+1],"Smeared pp reference","p");
if ( !mcOnly ) leg0->AddEntry(hdphi[khidata][icent],"PbPb Data","p");
if(drawMC) leg0->AddEntry(hdphi[khimc][icent],"PYTHIA + HYDJET","f");
leg0->Draw();
}
if (( !mcOnly ) && ( icent == 2)) {
//drawText("#sqrt{s_{NN}}=2.76 TeV ",0.4,0.88,0,15);
//drawText("#int L dt = 150 #mub^{-1}",0.4,0.75,0,15);
}
if ( icent == 1) {
drawText(Form("p^{#gamma}_{T} > %d GeV/c |#eta^{#gamma}| < 1.44",etPho),0.15,0.8,0,15);
drawText(Form("p^{Jet}_{T} > %d GeV/c |#eta^{Jet}| < 1.6",etJet),0.15,0.7,0,15);
}
if ( icent == 0 ) {
// drawText("CMS",0.8,0.9,1);
// drawText("pp #int L dt = 231 nb^{-1}",0.4,0.68,1,15);
}
if ( icent == 3)
drawText(Form("%d%% - %d%%",percentBin[icent],percentBin[icent+1]),0.313,0.6,0,15);
else
drawText(Form("%d%% - %d%%",percentBin[icent],percentBin[icent+1]),0.1,0.6,0,15);
if ( icent == 3)
drawText("(a)",0.275,0.8,1);
if ( icent == 2)
drawText("(b)",0.05,0.8,1);
if ( icent == 1)
drawText("(c)",0.05,0.8,1);
if ( icent == 0)
drawText("(d)",0.05,0.8,1);
double bottomY = 0.0009;
double pi = TMath::Pi();
drawPatch(-0.5,bottomY/100,pi+0.5,bottomY);
bottomY = 0.0005;
drawText("0",0.05,bottomY,0,18,false);
drawText("#frac{1}{3}#pi",pi/3-0.05,bottomY,0,18,0);
drawText("#frac{2}{3}#pi",2*pi/3-0.05,bottomY,0,18,0);
if ( icent==0)
drawText("#pi",pi-0.1,bottomY,0,18,0);
drawText("#Delta#phi_{J#gamma}",pi/2.-0.1,bottomY-0.0002,0,18,0);
}
gPad->RedrawAxis();
c1dphi->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_dPhi_dist.pdf");
//c1dphi->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_dPhi_dist.png");
//c1dphi->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_dPhi_dist.gif");
//c1dphi->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_dPhi_dist.C");
////////////////////////////// summary plots
TCanvas *c2 = new TCanvas("c2","",350,350);
TH1D* hTemp2 = new TH1D("htemp2",";N_{part};<x_{J#gamma}>",100,-20,400);
hTemp2->SetNdivisions(505);
handsomeTH1(hTemp2,1);
handsomeTGraph(mxhidata,2);
mxhidata->SetMarkerStyle(20);
handsomeTGraph(mxhimc,1);
mxhimc->SetMarkerStyle(24);
// handsomeTGraph(mxppdata,1);
// mxppdata->SetMarkerStyle(21);
handsomeTGraph(mxppmc,1);
mxppmc->SetMarkerStyle(25);
hTemp2->SetAxisRange(0.6,1.1,"Y");
hTemp2->DrawCopy();
// TH1D* hMXpp2013_2 = new TH1D("hmxpp2013_2","",1,-10,370);
// hMXpp2013_2->SetBinContent(1,hMXpp2013->GetBinContent(1));
// if ( !mcOnly ) drawSys(hMXpp2013_2,sysMxpp,kGreen,3001);
if ( !mcOnly ) drawSys(mxhidata,sysMx,10);
// mxppmc->Draw("p");
// if ( !mcOnly ) mxppdata->Draw("p");
if ( !mcOnly ) {
hMXpp2013[5]->SetMarkerStyle(20);
for ( int icent = 1 ; icent<=5 ; icent++) {
drawSys(hMXpp2013[icent],ppSysMx,kGreen,3001);
hMXpp2013[icent]->DrawCopy("p same");
}
}
if(drawMC) mxhimc->Draw("p same");
if ( !mcOnly ) mxhidata->Draw("p same");
hMXpp2013[5]->SetFillStyle(3001);
hMXpp2013[5]->SetFillColor(kGreen);
hMXpp2013[5]->SetLineColor(0);
hDphiPP2013[2]->SetFillStyle(3001);
hDphiPP2013[2]->SetFillColor(kGreen);
hDphiPP2013[2]->SetLineColor(0);
TH1D *dummyHist = new TH1D("dummyHist","",10,0,1);
dummyHist->SetFillStyle(1001);
dummyHist->SetMarkerColor(kRed);
dummyHist->SetFillColor(90);
dummyHist->SetLineColor(0);
//// sys bar by energy scale
/*
TBox *b1 = new TBox(400-20,0.85 - corrSysMx ,400, 0.85 + corrSysMx);
b1->SetFillColor(1);
b1->SetFillStyle(1001);
if ( !mcOnly ) b1->Draw();
TBox *b2 = new TBox(400-20+3,0.85 - corrSysMx+ 0.002 ,400-3, 0.85 + corrSysMx- 0.002);
b2->SetFillColor(0);
b2->SetFillStyle(1001);
if ( !mcOnly ) b2->Draw();
*/
// drawText("Common uncertainty due to jet ",0.35,0.25,0,15);
// drawText("energy scale & photon purity",0.35,0.2,0,15);
// drawText("#sqrt{s_{NN}}=2.76 TeV ",0.5,0.85,0,15);
// drawText("#int L dt = 150 #mub^{-1}",0.5,0.72,0,15);
// drawText("(a)",0.22,0.87,1);
drawText("#Delta#phi_{J#gamma} > #frac{7}{8}#pi",0.7,0.75,0);
drawCMSppPbPb(0.1,0.95,12);
// drawText("#Delta#phi_{J#gamma} > #frac{7}{8}#pi",0.5,0.38,0);
// drawText("CMS",0.78,0.88,1);
TLegend *leg4 = new TLegend(0.1630303,0.6054839,0.7590909,0.8931183,NULL,"brNDC");
easyLeg(leg4,"");
// if ( !mcOnly ) leg4->AddEntry(mxppdata,"pp Data 231nb^{-1}","p");
if ( !mcOnly ) leg4->AddEntry(dummyHist,"PbPb Data","fp");
if ( !mcOnly ) leg4->AddEntry(hMXpp2013[5],"pp Data","fp");
if ( !mcOnly ) leg4->AddEntry(hDphiPP2013[2],"Smeared pp reference","fp");
if(drawMC) leg4->AddEntry(mxhimc,"PYTHIA + HYDJET","p");
// leg4->AddEntry(mxppmc,"PYTHIA","p");
// leg4->AddEntry(hSysTemp,"Sys. Uncertainty","f");
leg4->Draw();
gPad->RedrawAxis();
c2->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_xjg_npart.pdf");
//c2->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_xjg_npart.png");
//c2->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_xjg_npart.gif");
//c2->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_xjg_npart.C");
////////////////////////////// rx
TCanvas *c3 = new TCanvas("c3","",350,350);
TH1D* hTemp3 = new TH1D("htemp2",";N_{part};R_{J#gamma}",100,-20,400);
hTemp3->SetNdivisions(505);
handsomeTH1(hTemp3,1);
handsomeTGraph(rxhidata,2);
rxhidata->SetMarkerStyle(20);
handsomeTGraph(rxhimc,1);
rxhimc->SetMarkerStyle(24);
handsomeTGraph(rxppdata,1);
rxppdata->SetMarkerStyle(21);
handsomeTGraph(rxppmc,1);
rxppmc->SetMarkerStyle(25);
hTemp3->SetAxisRange(0.41,1.,"Y");
hTemp3->Draw();
// Ratio
// DivideTG(rxppdata,rxppmc);
// DivideTG(rxhidata,rxhimc);
//////////////////////////////////////////////
// TH1D* hdphi2013_2 = new TH1D("hdphi2013_2","",1,-10,370);
// hdphi2013_2->SetBinContent(1,hRpp2013->GetBinContent(1));
// if ( !mcOnly ) drawSys(hdphi2013_2,sysRpp,kGreen,3001);
if ( !mcOnly ) drawSys(rxhidata,sysR,10);
// if ( !mcOnly ) drawSys(rxppdata,sysRpp,10);
// jumSun(-10,1,400,1);
if(drawMC) rxhimc->Draw("p");
// rxppmc->Draw("p");
// if ( !mcOnly ) rxppdata->Draw("p");
if ( !mcOnly ) {
hRpp2013[5]->SetMarkerStyle(20);
for ( int icent =1 ; icent<=5 ; icent++) {
drawSys(hRpp2013[icent],ppSysR,kGreen,3001);
hRpp2013[icent]->Draw("same");
}
}
if ( !mcOnly ) rxhidata->Draw("p same");
// drawText(Form("p^{#gamma}_{T} > %d GeV/c",etPho),0.6,0.75,0,15);
// drawText(Form("p^{Jet}_{T} > %d GeV/c",etJet),0.6,0.67,0,15);
// drawText("CMS",0.78,0.88,1);
// drawText("(b)",0.22,0.87,1);
drawText("#Delta#phi_{J#gamma} > #frac{7}{8}#pi",0.7,0.75,0);
drawCMSppPbPb(0.1,0.95,12);
leg4->Draw();
gPad->RedrawAxis();
c3->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_r_npart.pdf");
//c3->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_r_npart.png");
//c3->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_r_npart.gif");
//c3->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_r_npart.C");
TCanvas *c4 = new TCanvas("c4","",350,350);
TH1D* hTemp4 = new TH1D("htemp2",";N_{part};#sigma(#Delta#phi_{J#gamma})",100,-20,400);
hTemp4->SetNdivisions(505);
handsomeTH1(hTemp4,1);
handsomeTGraph(dphihidata,2);
dphihidata->SetMarkerStyle(20);
handsomeTGraph(dphihimc,1);
dphihimc->SetMarkerStyle(24);
handsomeTGraph(dphippdata,1);
dphippdata->SetMarkerStyle(21);
handsomeTGraph(dphippmc,1);
dphippmc->SetMarkerStyle(25);
hTemp4->SetAxisRange(0,.5,"Y");
hTemp4->Draw();
// TH1D* h2013_3 = new TH1D("hdphi2013_3","",1,-10,370);
// h2013_3->SetBinContent(1,hDphiPP2013->GetBinContent(1));
// if ( !mcOnly ) drawSys(h2013_3,sysDphipp,kGreen,3001);
if ( !mcOnly ) drawSys(dphihidata,sysDphi,10);
if(drawMC) dphihimc->Draw("p same");
// dphippmc->Draw("p");
// if ( !mcOnly ) dphippdata->Draw("p");
for ( int icent=1 ; icent<=5 ; icent++){
drawSys(hDphiPP2013[icent], hDphiPPUnc, kGreen,3001);
}
TH1D* hDphiPP2013Temp = new TH1D("hDphiPP2013Temp","",1,380,400);
hDphiPP2013Temp->SetBinContent(1,0.27);
hDphiPP2013[5]->SetMarkerStyle(20);
for ( int icent=1 ; icent<=5 ; icent++){
hDphiPP2013[icent]->Draw("same");
}
if ( !mcOnly ) dphihidata->Draw("p");
// TLegend *legDphi = new TLegend(0.32,0.18,0.93,0.7,NULL,"brNDC");
// easyLeg(legDphi,"");
// legDphi->SetTextSize(17);
// // drawText("|#Delta#phi_{J#gamma}| > #frac{2}{3}#pi",0.5,0.38,0);
// // drawText("Fit : #frac{e^{#frac{|#Delta#phi_{J#gamma}|-#pi}{#sigma}}}{#sigma(1-e^{-#pi/#sigma})}",0.5,0.23,0);
// legDphi->Draw();
// // drawText("(a)",0.22,0.87,1);
// // drawText("CMS",0.78,0.88,1);
TH1D* hSysTemp = new TH1D("hSystemp","",1,0,1);
hSysTemp->SetFillColor(newYellow);
hSysTemp->SetLineColor(newYellow);
leg4->Draw();
drawText(Form("p^{#gamma}_{T} > %d GeV/c |#eta^{#gamma}| < 1.44",etPho),0.25,0.3,0,15);
drawText(Form("p^{Jet}_{T} > %d GeV/c |#eta^{Jet}| < 1.6",etJet),0.25,0.2,0,15);
drawCMSppPbPb(0.1,0.95,12);
gPad->RedrawAxis();
c4->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_dphi_npart.pdf");
//c4->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_dphi_npart.png");
//c4->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_dphi_npart.gif");
//c4->SaveAs("plotPPPbPb/inclusivePt_ppPbPb_dphi_npart.C");
// // print numbers
// std::cout << " Summary of Points for PbPb " << std::endl;
// PrintGraphAndSys(dphihidata,sysDphi);
// PrintGraphAndSys(mxhidata,sysMx);
// PrintGraphAndSys(rxhidata,sysR);
// std::cout << " Summary of Points for PYTHIA + HYDJET " << std::endl;
// PrintGraph(dphihimc);
// PrintGraph(mxhimc);
// PrintGraph(rxhimc);
// std::cout << " Summary of Points for pp " << std::endl;
// PrintGraphAndSys(dphippdata[5],sysDphipp);
// PrintGraphAndSys(mxppdata[5],sysMxpp);
// PrintGraphAndSys(rxppdata[5],sysRpp);
/*
TCanvas *c5 = new TCanvas("c5","",500,500);
hxgj[khidata][0]->SetAxisRange(-.2,2.5,"Y");
hxgj[khidata][0]->SetNdivisions(505);
fixedFontHist(hxgj[khidata][0],1,1.35);
handsomeTH1(hxgj[khidata][0],2);
hxgj[khidata][0]->GetYaxis()->SetTitleOffset(1.5);
hxgj[khidata][0]->DrawCopy("");
handsomeTH1(hxgj[kppdata13][5],4);
hxgj[kppdata13][5]->Draw("same hist");
onSun(0,0,2,0);
*/
}
void drawDCAcontamination(){
gStyle->SetOptStat(0);
TFile * file = TFile::Open("/Users/sandrobjelogrlic/Analysis/HFCorrelations/Results/MCCE/83_12022015/10f7a/AnalysisResults.root");
TDirectoryFile * dir = (TDirectoryFile*)file->Get("PWGHF_HFCJ_SE_EffY_DEffY_vsPt_32_bins_SE_RECO_reco_2_348_sigmas");
TList * list = (TList*)dir->Get("OutputMCSE_RECO");
TH1D * isPhysPrimDCA = (TH1D*)list->FindObject("isPhysPrimDCA");
TH1D * isSecondaryDCA = (TH1D*)list->FindObject("isSecondaryDCA");
isPhysPrimDCA->GetXaxis()->SetRangeUser(0,2);
isPhysPrimDCA->SetLineColor(2);
isSecondaryDCA->SetLineColor(4);
isPhysPrimDCA->SetTitle("; DCA_{XY} (cm); Counts");
isPhysPrimDCA->GetYaxis()->SetTitleOffset(1.2);
TPaveText * PaveText = new TPaveText(0.5,0.55,0.8,0.7,"NDC");
PaveText->SetBorderSize(0);
PaveText->SetFillColor(0);
PaveText->SetName("pave");
// PaveText->AddText("THIS THESIS");
// PaveText->AddText(" ");
PaveText->AddText("Phytia, pp #sqrt{s} = 7 TeV");
//PaveText->AddText(" ");
// PaveText->AddText("Fraction of Primary tracks as funct");
TLine * cut = new TLine(0.25,0,0.25,10000000);
cut->SetLineStyle(2);
TLegend * legend = new TLegend(0.4,0.7,0.8,0.85);
// TLegend * legend = new TLegend(0.1, 1.2*DStarPeak->GetBinContent(DStarPeak->GetMaximumBin()),0.4, 1.6*DStarPeak->GetBinContent(DStarPeak->GetMaximumBin()));
legend->SetFillColor(0);
legend->SetTextSize(0.03);
legend->SetBorderSize(0);
legend->AddEntry(isPhysPrimDCA,"Primary tracks","l");
legend->AddEntry(isSecondaryDCA,"Secondary tracks","l");
legend->AddEntry(cut,"Standard cut, DCA_{XY} < 0.25 cm","l");
//legend->AddEntry(h_Perugia2011,"Pythia, Perugia 2011 tune","lep");
TCanvas * c1 = new TCanvas("c1","c1",0,0,1000,1000);
c1->cd();
c1->SetLogy();
isPhysPrimDCA->Draw();
isSecondaryDCA->Draw("same");
legend->Draw("same");
PaveText->Draw("same");
cut->Draw("same");
// cout << "Integral is " << getIntegral(DCA,isPhysPrimDCA) << endl;
TLegend * legend2 = new TLegend(0.4,0.7,0.8,0.85);
// TLegend * legend = new TLegend(0.1, 1.2*DStarPeak->GetBinContent(DStarPeak->GetMaximumBin()),0.4, 1.6*DStarPeak->GetBinContent(DStarPeak->GetMaximumBin()));
legend2->SetFillColor(0);
legend2->SetTextSize(0.03);
legend2->SetBorderSize(0);
legend2->AddEntry(cut,"Standard cut, DCA_{XY} < 0.25 cm","l");
TPaveText * PaveText2 = new TPaveText(0.5,0.3,0.8,0.5,"NDC");
PaveText2->SetBorderSize(0);
PaveText2->SetFillColor(0);
PaveText2->SetName("pave2");
// PaveText->AddText("THIS THESIS");
// PaveText->AddText(" ");
PaveText2->AddText("PYTHIA, pp #sqrt{s} = 7 TeV");
TH1D * contamination = (TH1D*)isPhysPrimDCA->Clone("contamination");
contamination->Reset();
contamination->SetTitle("; DCA_{XY} (cm); Purity");
contamination->GetYaxis()->SetRangeUser(0.8,1.05);
contamination->GetXaxis()->SetRangeUser(0,1);
contamination->SetLineColor(1);
contamination->SetLineWidth(2);
contamination->GetYaxis()->SetTitleOffset(1.4);
Double_t dcavalue = 0;
for(Int_t k=0; k<2000; k++){
dcavalue += 0.001;
contamination->SetBinContent(k+1,getPurity(dcavalue,isPhysPrimDCA,isSecondaryDCA));
}
TLine * cut2 = new TLine(0.25,0.8,0.25,1.05);
cut2->SetLineStyle(2);
TCanvas * c2 = new TCanvas("c2","c2",0,0,1000,1000); c2->cd();
contamination->Draw();
PaveText2->Draw("same");
cut2->Draw("same");
legend2->Draw("same");
c1->SaveAs("/Users/sandrobjelogrlic/PhD_Thesis/Figures/Chapter_3/DCADistrib.pdf");
c1->SaveAs("/Users/sandrobjelogrlic/PhD_Thesis/Figures/Chapter_3/DCADistrib.eps");
c1->SaveAs("/Users/sandrobjelogrlic/PhD_Thesis/Figures/Chapter_3/DCADistrib.png");
c1->SaveAs("/Users/sandrobjelogrlic/PhD_Thesis/Figures/Chapter_3/DCADistrib.root");
c2->SaveAs("/Users/sandrobjelogrlic/PhD_Thesis/Figures/Chapter_3/purity.pdf");
c2->SaveAs("/Users/sandrobjelogrlic/PhD_Thesis/Figures/Chapter_3/purity.png");
c2->SaveAs("/Users/sandrobjelogrlic/PhD_Thesis/Figures/Chapter_3/purity.eps");
c2->SaveAs("/Users/sandrobjelogrlic/PhD_Thesis/Figures/Chapter_3/purity.root");
}
// -----------------------------------------------------------------------------
//
TCanvas* createPlot( TString path,
TString canvas_name,
TString name,
TString dirmame,
int rebin,
bool norm,
bool log,
TDirectory* file )
{
// SetSomeStyles();
float lumi = 250.0;// 15.04;//10.9;//6.8;
// Create legend
TLegend* legend = new TLegend(0.75, 0.6, 0.99, 0.99, "", "brNDC" );
legend->SetFillColor(0);
legend->SetLineColor(0);
legend->SetShadowColor(0);
TLatex* prelim = new TLatex(0.6,0.54,"#scale[0.8]{CMS preliminary 2010}");
prelim->SetNDC();
TLatex* alumi = new TLatex(0.6,.45,"#scale[0.8]{#int L dt = 35 pb^{-1}, #sqrt{s} = 7 TeV}");
alumi->SetNDC();
// Create canvas
TCanvas* aCanvas = createCanvas( canvas_name, file, log );
// Create histogram
TString aname("nAll");
// TH1D* data1 = getHisto( path+"S14datacleaned/Edward_Data_Skim/",name,"data.root",aname,rebin);
// TH1D* data = getHisto( path+"S14datacleaned/Edward_Data_Skim/",name,"data.root",dirmame,rebin);
TH1D* data = getHisto( path+"", name, "tt.root", dirmame, rebin );
TH1D* qcd = getHisto( path+"", name, "lm1.root", dirmame, rebin );
TH1D* w_jets = getHisto( path+"", name, "w.root", dirmame, rebin );
TH1D* tt_jets = getHisto( path+"", name, "tt.root", dirmame, rebin );
TH1D* z_jets = getHisto( path+"", name, "z.root", dirmame, rebin );
TH1D* lm3 = getHisto( path+"", name, "lm3.root", dirmame, rebin );
TH1D* lm1 = getHisto( path+"", name, "lm1.root", dirmame, rebin );
TH1D* lm6 = getHisto( path+"", name, "data.root", dirmame, rebin );
TH1D* wm = getHisto( path+"", name, "w.root", dirmame, rebin );
data->Scale(lumi/100.);
qcd->Scale(lumi/100.);
tt_jets->Scale(lumi/100);
w_jets->Scale(lumi/100);
// w_jets->Scale(10);
// z_inv->Scale(lumi/100);
// lm6->Scale(lumi/100);
lm1->Scale(lumi/100);
lm3->Scale(lumi/100);
z_jets->Scale(lumi/100);
wm->Scale(lumi/100);
// Combine Z+jets and Z->inv
// TH1D* z_all = z_inv->Clone();
// z_all->Add(z_jets,1);
//z_jets->Add(z_inv,1);
TH1D* total = tt_jets->Clone();
total->Add(w_jets);
total->Add(z_jets);
// total->
Int_t binMax = total->GetNbinsX();
Double_t& err = new Double_t(0.);
total->IntegralAndError(10,binMax ,err);
Double_t& errW = new Double_t(0.);
w_jets->IntegralAndError(10,binMax ,errW);
Double_t& errtt = new Double_t(0.);
tt_jets->IntegralAndError(10,binMax ,errtt);
Double_t& errZ = new Double_t(0.);
z_jets->IntegralAndError(10,binMax ,errZ);
Double_t& errQCD = new Double_t(0.);
qcd->IntegralAndError(10,binMax ,errQCD );
cout <<endl;
// cout << "MC:" << total->IntegralAndError(11,binMax ,err) <<" && " << w_jets->Integral(11,binMax)<<" && "<<tt_jets->Integral(11,binMax) << "&& "<<z_jets->Integral(11,binMax)<<" && "<< "\/\ /\hline"<<endl;
// cout << total->IntegralAndError(0,binMax ,err) <<" & " << lm1->Integral(0,binMax) <<" & " << lm3->Integral(0,binMax)<<" & " << lm6->Integral(0,binMax) <<"\\\\ \\hline"<<endl;
// cout <<"270: " << total->IntegralAndError(27,binMax ,err) <<" & " << lm1->Integral(27,binMax) <<" & " << lm3->Integral(27,binMax)<<" & " << lm6->Integral(27,binMax) <<"\\\\ \\hline"<<endl;
cout <<"250& " << total->IntegralAndError(6,binMax ,err) <<" & " << lm1->Integral(6,binMax) <<" & " << lm3->Integral(6,binMax)<<" & " << lm6->Integral(6,binMax) <<"\\\\ \\hline"<<endl;
// cout << "300: " << total->IntegralAndError(7,binMax ,err) <<" & " << lm1->Integral(7,binMax) <<" & " << lm3->Integral(7,binMax)<<" &" << lm6->Integral(7,binMax) <<"\\\\ \\hline"<<endl;
cout <<"350& " << total->IntegralAndError(8,binMax ,err) <<" & " << lm1->Integral(8,binMax) <<" & " << lm3->Integral(8,binMax)<<" & " << lm6->Integral(8,binMax) <<"\\\\ \\hline"<<endl;
// cout << "400: " << total->IntegralAndError(9,binMax ,err) <<" & " << lm1->Integral(9,binMax) <<" & " << lm3->Integral(9,binMax)<<" & " << lm6->Integral(9,binMax) <<"\\\\ \\hline"<<endl;
cout << "450& " << total->IntegralAndError(10,binMax ,err) <<" & " << lm1->Integral(10,binMax) <<" & " << lm3->Integral(10,binMax)<<" & " << lm6->Integral(10,binMax) <<"\\\\ \\hline"<<endl;
//cout << "500: " << total->IntegralAndError(11,binMax ,err) <<" & " << lm1->Integral(11,binMax) <<" & " << lm3->Integral(11,binMax)<<" & " << lm6->Integral(11,binMax) <<"\\\\ \\hline"<<endl;
cout <<"550& " << total->IntegralAndError(12,binMax ,err) <<" & " << lm1->Integral(12,binMax) <<" & " << lm3->Integral(12,binMax)<<" & " << lm6->Integral(12,binMax) <<"\\\\ \\hline"<<endl;
/*
cout << "MC:" << total->IntegralAndError(7,binMax ,err) <<" && " << lm1->Integral(7,binMax) <<" && " << lm3->Integral(7,binMax)<<" && " << lm6->Integral(6,binMax) <<"/\/\ /\hline"<<endl;
cout << "MC:" << total->IntegralAndError(8,binMax ,err) <<" && " << lm1->Integral(8,binMax) <<" && " << lm3->Integral(8,binMax)<<" && " << lm6->Integral(7,binMax) <<"/\/\ /\hline"<<endl;
cout << "MC:" << total->IntegralAndError(10,binMax ,err) <<" && " << lm1->Integral(10,binMax) <<" && " << lm3->Integral(10,binMax)<<" && " << lm6->Integral(10,binMax) <<"/\/\ /\hline"<<endl;
cout << "MC:" << total->IntegralAndError(11,binMax ,err) <<" && " << lm1->Integral(11,binMax) <<" && " << lm3->Integral(11,binMax)<<" && " << lm6->Integral(11,binMax) <<"/\/\ /\hline"<<endl;
cout << "MC:" << total->IntegralAndError(12,binMax ,err) <<" && " << lm1->Integral(12,binMax) <<" && " << lm3->Integral(12,binMax)<<" && " << lm6->Integral(12,binMax) <<"/\/\ /\hline"<<endl;
// cout << "MC:" << err <<", W: " << errW<<", tt: "<<errtt << ", Z: "<<errZ<<", QCD: "<< errQCD<< endl;
*/
// cout << "data:" << data->Integral() << endl;
TH1D* hcen = total->Clone();
TH1D* herr = total->Clone();
herr->SetLineColor(kTeal+3);
herr->SetMarkerColor(kAzure+6);
herr->SetFillColor(kAzure+6);
herr->SetLineWidth(3);
total->SetLineWidth(3);
total->SetFillColor(kAzure+2);
total->SetLineColor(kAzure+2);
total->SetFillStyle(3245);
hcen->SetFillStyle(0);
hcen->SetMarkerColor(kTeal+3);
hcen->SetLineColor(kTeal+3);
hcen->SetLineWidth(3);
// Merge Z+jets and Z->inv
bool combine = false;
// Line colour and fill
qcd->SetLineColor(kPink+4);
qcd->SetLineWidth(3);
tt_jets->SetLineColor(kBlue+1);
tt_jets->SetLineWidth(3);
w_jets->SetLineColor(kPink+7);
w_jets->SetLineWidth(3);
z_jets->SetLineWidth(3);
z_jets->SetLineColor(kTeal-7);
if ( combine ) {
z_all->SetLineColor(kBlack);
z_all->SetLineStyle(3);
z_all->SetLineWidth(1);
} else {
data->SetLineColor(1);
data->SetLineStyle(1);
data->SetLineWidth(3);
data->SetMarkerStyle(20);
data->SetFillColor(0);
}
// lm0->SetLineColor(kRed);
// lm0->SetLineWidth(3);
// lm1->SetLineColor(kRed+3);
// lm1->SetLineWidth(3);
// Populate legend
// legend->AddEntry( data, "tt fully leptonic/", "LP" );
legend->AddEntry( herr, "full SM", "LP" );
legend->AddEntry( z_jets, " Z+jets ", "LP" );
legend->AddEntry( w_jets, " W+jets", "LP" );
legend->AddEntry( tt_jets, " t#bar{t}", "LP" );
// legend->AddEntry( lm3, " SUSY LM3", "LP" );
// legend->AddEntry( lm1, " SUSY LM1", "LP" );
legend->AddEntry( lm6, " data", "LP" );
// legend->AddEntry(wm,"W Mad","lp");
// Calc maximum number of entries
double aMax = 0.;
if( data->GetMaximum() > aMax ) { aMax = data->GetMaximum()+data->GetBinError(data->GetMaximumBin()); }
if ( qcd->GetMaximum() > aMax ) { aMax = qcd->GetMaximum(); }
// if ( lm0->GetMaximum() > aMax ) { aMax = lm0->GetMaximum(); }
// if ( lm1->GetMaximum() > aMax ) { aMax = lm1->GetMaximum(); }
if ( tt_jets->GetMaximum() > aMax ) { aMax = tt_jets->GetMaximum(); }
if ( w_jets->GetMaximum() > aMax ) { aMax = w_jets->GetMaximum(); }
if ( combine ) {
if ( z_all->GetMaximum() > aMax ) { aMax = z_all->GetMaximum(); }
} else {
// if ( data->GetMaximum() > aMax ) { aMax = z_inv->GetMaximum(); }
if ( z_jets->GetMaximum() > aMax ) { aMax = z_jets->GetMaximum(); }
}
// Calc minimum number of entries
double aMin = 1.e12;
if ( qcd->GetMinimum(1.e-12) < aMin ) { aMin = qcd->GetMinimum(1.e-12); }
// if ( lm0->GetMinimum(1.e-12) < aMin ) { aMin = lm0->GetMinimum(1.e-12); }
// if ( lm1->GetMinimum(1.e-12) < aMin ) { aMin = lm1->GetMinimum(1.e-12); }
if ( tt_jets->GetMinimum(1.e-12) < aMin ) { aMin = tt_jets->GetMinimum(1.e-12); }
if ( w_jets->GetMinimum(1.e-12) < aMin ) { aMin = w_jets->GetMinimum(1.e-12); }
if ( combine ) {
if ( z_all->GetMinimum(1.e-12) < aMin ) { aMin = z_all->GetMinimum(1.e-12); }
} else {
// if ( data->GetMinimum(1.e-12) < aMin ) { aMin = z_inv->GetMinimum(1.e-12); }
if ( z_jets->GetMinimum(1.e-12) < aMin ) { aMin = z_jets->GetMinimum(1.e-12); }
}
if ( qcd ) qcd->GetYaxis()->SetTitleOffset(1.43);
if ( qcd ) qcd->GetYaxis()->SetTitleSize(0.06);
if ( qcd ) qcd->GetXaxis()->SetTitleSize(0.06);
if ( qcd ) qcd->GetXaxis()->SetTitleOffset(0.9);
if ( log ) {
if ( qcd ) herr->SetMaximum( aMax * 10. );
// if ( qcd ) herr->SetMinimum( aMin * 0.1 );
if ( qcd ) herr->SetMinimum( 0.005);
} else {
if ( qcd ) herr->SetMaximum( aMax * 1.1 );
// if ( qcd ) herr->SetMinimum( aMin * 0.9 );
if ( qcd ) herr->SetMinimum( 0.005);
}
/* TPad* mainPad = new TPad("","",0.01,0.25,0.99,0.99);
mainPad->SetNumber(1);
mainPad->SetFillColor(0);
// mainPad->Range(-288.2483,-2.138147,1344.235,6.918939);
mainPad->SetFillColor(0);
mainPad->SetBorderMode(0);
mainPad->SetBorderSize(2);
if ( log == true)mainPad->SetLogy();
mainPad->SetLeftMargin(0.1765705);
mainPad->SetRightMargin(0.05772496);
mainPad->SetTopMargin(0.04778761);
mainPad->SetBottomMargin(0.1256637);
mainPad->SetFrameFillStyle(0);
mainPad->SetFrameLineWidth(2);
mainPad->SetFrameBorderMode(0);
mainPad->SetFrameFillStyle(0);
mainPad->SetFrameLineWidth(2);
mainPad->SetFrameBorderMode(0);
if ( log == true)mainPad->SetLogy();
mainPad->Draw();
TPad* ratioPad = new TPad("","",0.01,0.01,0.99,0.25);
ratioPad->SetNumber(2);
ratioPad->SetFillColor(0);
ratioPad->SetFillColor(0);
ratioPad->SetBorderMode(0);
ratioPad->SetBorderSize(2);
// if ( log == true)ratioPad->SetLogy();
ratioPad->SetLeftMargin(0.1765705);
ratioPad->SetRightMargin(0.05772496);
ratioPad->SetTopMargin(0.04778761);
ratioPad->SetBottomMargin(0.1256637);
ratioPad->SetFrameFillStyle(0);
ratioPad->SetFrameLineWidth(2);
ratioPad->SetFrameBorderMode(0);
ratioPad->SetFrameFillStyle(0);
ratioPad->SetFrameLineWidth(2);
ratioPad->SetFrameBorderMode(0);
// if ( log == true)ratioPad->SetLogy();
ratioPad->Draw();
aCanvas->cd(1);
*/
herr->GetYaxis()->SetTitle("events");
if ( norm ) {
if ( qcd ) qcd->DrawNormalized("Ehist");
// if ( lm0->GetEntries() > 0. ) { lm0->DrawNormalized("hsame"); }
if ( lm1->GetEntries() > 0. ) { lm1->DrawNormalized("hsame"); }
if ( tt_jets->GetEntries() > 0. ) { tt_jets->DrawNormalized("hsame"); }
if ( w_jets->GetEntries() > 0. ) { w_jets->DrawNormalized("hsame"); }
if ( combine ) {
if ( z_all->GetEntries() > 0. ) { z_all->DrawNormalized("hsame"); }
} else {
if ( data->GetEntries() > 0. ) { z_inv->DrawNormalized("hsame"); }
if ( z_jets->GetEntries() > 0. ) { z_jets->DrawNormalized("hsame"); }
}
} else {
herr->Draw("hist");
// qcd->SetFillStyle(3240);
// qcd->SetFillColor(kPink+4);
// qcd->Draw("hist");
w_jets->Draw("hSameh");
z_jets->Draw("9Sameh");
w_jets->Draw("9Sameh");
tt_jets->Draw("9SAMEh");
//data1->Draw("9SAMEh");
//lm0->Draw("9SAMEh");
lm1->SetLineColor(12);
lm1->SetLineStyle(2);
lm1->SetLineWidth(2);
// lm1->Draw("9SAMEh");
lm3->SetLineColor(14);
lm3->SetLineStyle(2);
lm3->SetLineWidth(2);
// lm3->Draw("9SAMEh");
lm6->Draw("9SAMEh");
wm->SetLineStyle(2);
wm->SetLineColor(kPink+7);
// wm->Draw("9Sameh");
// total->DrawNormalized("9E2same");
// data->Draw("SAMEh");
// tt_jets->Divide(data);
// tt_jets->Draw("h");
// data->SetLineColor(kRed);
// data->Draw("sameh");
// data1->SetLineColor(kRed);
// data1->Draw("9SAMEP");
}
legend->Draw();
// prelim->Draw();
// alumi->Draw();
/* TH1D* ratioBottom = total->Clone();
TH1D* ratioTop = data->Clone();
ratioTop->GetYaxis()->SetTitle("data / sim");
ratioTop->Divide(ratioBottom);
aCanvas->cd(1)->Update();
aCanvas->cd(2);
ratioTop->SetTitleSize(0.1, "XYZ");
ratioTop->SetTitleOffset(0.55, "X");
ratioTop->SetTitleOffset(0.3, "Y");
ratioTop->SetLabelSize(0.06,"XY");
// ratioTop->GetXaxis().SetRangeUser(MinX,MaxX);
ratioTop->GetYaxis()->SetRangeUser(0.,2.0);
ratioTop->Draw();*/
/* TBox* unity = TBox(ratioTop->GetXaxis()->GetBinLowEdge(ratioTop->GetXaxis()->GetFirst()), 0.89,ratioTop->GetXaxis()->GetBinLowEdge(ratioTop->GetXaxis()->GetLast()), 1.11);
unity->SetLineWidth(2);
unity->SetLineColor(2);
unity->SetFillColor(2);
unity->SetFillStyle(3002);
unity->Draw();
*/
file->cd();
aCanvas->SaveAs( std::string(canvas_name+".pdf").c_str() );
aCanvas->Write();
// aCanvas->Print(".png");
return aCanvas;
}
/* ***************************************************************************************************************** */
int main(int argc, char* argv[]) {
cout << "sis3316_offline" << endl; // prints sis3316_offline
/******************************************************************************************************************************/
/* CERN ROOT */
/******************************************************************************************************************************/
#ifdef CERN_ROOT_PLOT
printf("--> CERN_ROOT_PLOT is defined \n");
int root_graph_x ;
int root_graph_y ;
int root_graph_x_size ;
int root_graph_y_size ;
char root_graph_text[80] ;
root_graph_x_size = 1000 ;
root_graph_y_size = 500 ;
root_graph_x = 10 ;
root_graph_y = 620 ;
cout << "argc: " << argc << endl;
for (int i = 1; i < argc; i++){ cout << "argv[" << i << "]: " << argv[i] << endl; }
// this root class extracts data from argc and argv, modifying them in the
// process
TApplication theApp("SIS3316 Application: Test", &argc, argv);
strcpy(root_graph_text,"SIS3316 Graph: Raw data") ;
gl_graph_raw = new sis_root_graph(root_graph_text, root_graph_x, root_graph_y, root_graph_x_size, root_graph_y_size) ;
#endif
#ifdef raus
printf("--> raus is defined \n");
// file read
gl_FILE_DataEvenFilePointer = fopen("ne213/sis3316_test_data.dat","rb") ;
if (gl_FILE_DataEvenFilePointer == NULL) {
printf("gl_FILE_DataEvenFilePointer == NULL \n");
return -1;
}
else {
printf("file is opened \n");
}
#endif
UInt_t valid_BankBufferHeader_valid_flag ;
int nof_read ;
UInt_t buffer_no ;
UInt_t i_event ;
UInt_t nof_events ;
UInt_t buffer_length ;
UInt_t event_length ;
UInt_t header_length ;
UInt_t wfm_length ;
UInt_t channel_no ;
UInt_t maw_length ;
UInt_t i_ch ;
UInt_t headerformat ;
UInt_t header_indentifier ;
UInt_t header_reserved ;
//gl_graph_raw->sis3316_draw_XYaxis (50000); // clear and draw X/Y
//gl_graph_raw->sis3316_draw_XYaxis (wfm_length); // clear and draw X/Y
UInt_t bank_buffer_counter ;
char filename[128] ;
int i_file;
bank_buffer_counter = 8 ;
bool doDraw = true;
if ( gROOT->IsBatch() ) {
doDraw = false;
cout << "--> running in batch mode" << endl;
}
// loop over enumerated files in internal directory:
//for (i_file=0; i_file<10; i_file++) {
//sprintf(filename,"../data_files/sample_test_gui/sis3316_test_data_%d.dat",i_file ) ;
//sprintf(filename,"../data_files/external/sis3316_test_data_%d.dat",i_file ) ;
//sprintf(filename,"../data_files/internal/sis3316_test_data_%d.dat",i_file ) ;
// loop over args:
for (i_file = 1; i_file<theApp.Argc(); i_file++) {
//cout << "filename: " << argv[i_file+1] << endl;
//sprintf(filename,"%s",argv[i_file+1]) ;
sprintf(filename,"%s", theApp.Argv(i_file)) ;
#ifdef CERN_ROOT_PLOT
string filename_str(filename);
if ( filename_str.size() < 3 ) {
cout << "option: " << filename_str << endl;
continue;
}
cout << "filename: " << filename << endl;
size_t dot = filename_str.find_last_of(".");
size_t slash = filename_str.find_last_of("/");
string basename_str = "tier1_" + filename_str.substr(slash+1, dot-slash-1);
string config_filename_str = filename_str.substr(0, dot) + ".ini";
cout << "Setting file label " << basename_str << endl;
// open a root file
TFile root_file((basename_str + ".root").c_str(), "recreate");
// make trees
TTree *tree[16];
//default values for branches
//global parameters
Bool_t is_external = true;
Float_t sampling_freq_Hz = 25e6; // in Hz
UShort_t wfm_delay = 200;
UShort_t maw_delay = 600;
Bool_t is_pospolarity[16];
Bool_t is_50ohm[16];
Bool_t is_2Vinput[16];
UShort_t maw_gap = 250;
UShort_t maw_peaking = 50;
UShort_t maw_thres = 60;
for(int i=0; i<=15; i++) {is_pospolarity[i] = is_50ohm[i] = is_2Vinput[i] = true;}
//read from config file
ReadConfigFile(config_filename_str, &is_external, &sampling_freq_Hz, &wfm_delay, &maw_delay, is_pospolarity, is_50ohm, is_2Vinput, &maw_gap, &maw_peaking, &maw_thres);
//other parameters
Int_t wfm_max = 0;
UShort_t wfm_max_time = 0;
Int_t wfm_min = 0;
Int_t maw_max = 0;
Int_t maw_min = 0;
UChar_t channel = 0;
ULong64_t timestamp = 0;
Double_t timestampDouble = 0;
//ULong64_t timestampLo = 0;
//ULong64_t timestampHi = 0;
UShort_t * wfm = new UShort_t[65536];
Int_t * maw = new Int_t[2048*4];
//read configuration file
for(int i=0; i<=15; i++) { // looping over the 16 trees
ostringstream treename;
treename << "tree" << i;
tree[i] = new TTree(treename.str().c_str(), "tree of SIS waveform data");
// global parameters
tree[i]->Branch("is_external", &is_external, "is_external/O");
tree[i]->Branch("sampling_freq_Hz", &sampling_freq_Hz, "sampling_freq_Hz/F");
tree[i]->Branch("wfm_delay", &wfm_delay, "wfm_delay/s");
tree[i]->Branch("wfm_length", &wfm_length, "wfm_length/i");
tree[i]->Branch("maw_delay", &maw_delay, "maw_delay/s");
tree[i]->Branch("maw_length", &maw_length, "maw_length/i");
tree[i]->Branch("is_pospolarity", &is_pospolarity[i], "is_pospolarity/O");
tree[i]->Branch("is_50ohm", &is_50ohm[i], "is_50ohm/O");
tree[i]->Branch("is_2Vinput", &is_2Vinput[i], "is_2Vinput/O");
tree[i]->Branch("maw_gap", &maw_gap, "maw_gap/s");
tree[i]->Branch("maw_peaking", &maw_peaking, "maw_peaking/s");
tree[i]->Branch("maw_thres", &maw_thres, "maw_thres/s");
// create a maximum-value branch
//UInt_t wfm_max = 0;
tree[i]->Branch("wfm_max", &wfm_max, "wfm_max/I");
// time of waveform max value:
//UInt_t wfm_max_time = 0;
tree[i]->Branch("wfm_max_time", &wfm_max_time, "wfm_max_time/s");
// create a mininum-value branch
//UInt_t wfm_min = 0;
tree[i]->Branch("wfm_min", &wfm_min, "wfm_min/I");
// create a maximum-value branch
//signed int maw_max = 0;
tree[i]->Branch("maw_max", &maw_max, "maw_max/I");
// create a mininum-value branch
//signed int maw_min = 0;
tree[i]->Branch("maw_min", &maw_min, "maw_min/I");
// create a channel branch
//int channel = 0;
tree[i]->Branch("channel", &channel, "channel/b"); // 8 bit unsigned integer
// create a timestamp branch
//ULong64_t timestamp = 0;
//double timestampDouble = 0;
tree[i]->Branch("timestamp", ×tamp, "timestamp/l"); // 64 bit unsigned integer (ULong64_t)
tree[i]->Branch("timestampDouble", ×tampDouble, "timestampDouble/D"); // (Double_t)
// create a buffer number branch
// tree[i]->Branch("buffer_no", &buffer_no);
// create an event number branch
tree[i]->Branch("event", &i_event, "event/i"); // unsigned integer (UInt_t)
// wfm
//UShort_t * wfm = new UShort_t[2048*4];
tree[i]->Branch("wfm", wfm, "wfm[wfm_length]/s");
// maw buffer
tree[i]->Branch("maw_length", &maw_length);
// maw
//signed int * maw = new signed int[2048*4];
tree[i]->Branch("maw", maw, "maw[maw_length]/I");
}
#endif
cout << "argc: " << argc << endl;
for (int i = 1; i < argc; i++){ cout << "argv[" << i << "]: " << argv[i] << endl; }
//cout << theApp.Argc() << endl;
//cout << theApp.Argv(i_file) << endl;
printf("--> processing file: %s\n",filename) ;
gl_FILE_DataEvenFilePointer = fopen(filename,"rb") ;
if (gl_FILE_DataEvenFilePointer != NULL) {
do {
valid_BankBufferHeader_valid_flag = 0 ;
// read the buffer header
nof_read = ReadBufferHeaderCounterNofChannelToDataFile (&header_indentifier, &buffer_no, &channel_no, &nof_events, &event_length, &maw_length, &header_reserved) ;
buffer_length = event_length * nof_events ;
printf("\n");
printf("header information: \tnof_read = %d \tindentifier = %d \tbuffer_no = %d \tchannel_no = %d \n", nof_read, header_indentifier, buffer_no, channel_no);
printf("header information: \tnof_events = %d \tbuffer_length = %d \tevent_length = %d \n", nof_events, buffer_length, event_length );
printf("header information: \tmaw_length = %d \treserved = %d \n", maw_length, header_reserved);
unsigned uint_plot_axis_flag;
if (nof_read == 8) {
uint_plot_axis_flag = 1 ;
valid_BankBufferHeader_valid_flag = 1 ;
// read buffer (of nof_events events) into gl_ch_data
nof_read = ReadEventsFromDataFile (gl_ch_data, buffer_length);
// grab header format and channel number from the 0th event; assume
// this applies to all nof_events
// mask to get the header format:
headerformat = (gl_ch_data[0] & 0xf) ;
// mask and bitshift to get the channel number
i_ch = (gl_ch_data[0] & 0xfff0) >> 4 ;
printf("nof_read = %d \tch = %d \theaderformat = 0x%02X \n", nof_read, i_ch, headerformat);
if (i_ch != channel_no) {
cout << "WARNING -- i_ch=" << i_ch << ", channel_no=" << channel_no << endl;
}
header_length = 3 ; // if headerformat == 0
if((headerformat & 0x1) == 1) {header_length = header_length + 7; }
if((headerformat & 0x2) == 2) {header_length = header_length + 2; }
if((headerformat & 0x4) == 4) {header_length = header_length + 3; }
if((headerformat & 0x8) == 8) {header_length = header_length + 2; }
// wfm_length is the number of 16-bit ADC samples in each event
// event_length is the number of 32-bit words in each event
wfm_length = 2 * (gl_ch_data[header_length-1] & 0x3ffffff) ; // if headerformat == 0
if(uint_plot_axis_flag == 1) {
//printf("uint_plot_axis_flag == 1\n");
uint_plot_axis_flag = 0 ;
gl_graph_raw->sis3316_draw_XYaxis (wfm_length); // clear and draw X/Y
}
// loop over all events in gl_ch_data
for (i_event = 0; i_event < nof_events; i_event++) {
//if (i_event<10) { // plot ony the first 10. events
//if (i_event<1) { // plot ony 1. event
//cout << sizeof(UInt_t) << endl;
// gl_ch_data is an UInt_t is 4 bytes (32 bits), at least on
// Alexis' Mac. Bit mask each part of the timestamp, then bit shift to
// make the 48-bit timestamp
// 0xffff = 32 bits, 4 bytes
size_t event_index = i_event*event_length;
//cout << "gl_ch_data[event_index + 1] : " << gl_ch_data[event_index + 1] << endl;
//cout << "gl_ch_data[event_index]: " << gl_ch_data[event_index] << endl;
//cout << "(gl_ch_data[event_index] & 0xffff0000): " << ( (ULong64_t) (gl_ch_data[event_index] & 0xffff0000)) << endl;
//cout << "(gl_ch_data[event_index] & 0xffff0000) << 16 :" << ( (ULong64_t) (gl_ch_data[event_index] & 0xffff0000) << 16) << endl;
timestamp = ( (ULong64_t) (gl_ch_data[event_index] & 0xffff0000) << 16) ;
timestamp += gl_ch_data[event_index + 1];
//timestampHi = ( (ULong64_t) (gl_ch_data[event_index] & 0xffff0000) << 16) ;
//timestampLo = gl_ch_data[event_index + 1];
timestampDouble = (Double_t) timestamp;
// find the wfm maximum value
wfm_max = 0;
wfm_max_time = 0;
wfm_min = pow(2, 14); // max value of ADC
UShort_t* ushort_adc_buffer_ptr = (UShort_t*) (&gl_ch_data[i_event*(event_length) + header_length]);
for (UInt_t i = 0; i < wfm_length; i++ ) {
UInt_t adc_value = (UInt_t) ushort_adc_buffer_ptr[i];
wfm[i] = adc_value;
//cout << i << " | " << adc_value << endl;
if (adc_value > wfm_max){
wfm_max = adc_value;
wfm_max_time = i;
}
if (adc_value < wfm_min){ wfm_min = adc_value; }
}
if (doDraw) {
cout << "wfm_max: " << wfm_max << endl;
cout << "timestamp: " << timestamp << endl;
gl_graph_raw->sis3316_draw_chN (wfm_length,
&gl_ch_data[event_index + header_length], i_ch&0xf);
// insert pause
cout << "event " << i_event
<< " | channel " << i_ch
<< " | enter to continue (q=quit, b=batch, p=print)--> ";
int val = cin.get();
cout << endl;
if (val == (int) 'q' || val == (int) 'Q') { return 0; }
if (val == (int) 'b') { doDraw = false; }
if (val == (int) 'p') {
ostringstream plotName;
plotName << basename_str << i_event;
//gl_graph_raw->c1->Print((plotName.str() + ".png").c_str());
//gl_graph_raw->c1->Print((plotName.str() + ".pdf").c_str());
}
}
//wfm = (UShort_t*) &(gl_ch_data[event_index + header_length]);
//------------------------------------------------------------------------------
// MAW
//------------------------------------------------------------------------------
// find the maw maximum value
// I hope this is the MAW
maw_max = 0;
maw_min = INT_MAX; // max value of MAW
//UShort_t* maw_adc_buffer_ptr = (UShort_t*)
//(&gl_ch_data[i_event*(event_length) + header_length +
//wfm_length/2]);
// Tino says maw is 32 bits:
UInt_t* maw_adc_buffer_ptr =
&gl_ch_data[i_event*(event_length) + header_length +
wfm_length/2];
for (UInt_t i = 0; i < maw_length; i++ ) {
signed int maw_value = maw_adc_buffer_ptr[i] - 0x8000000; // per Tino
maw[i] = maw_value;
//cout << i
// << " | maw_adc_buffer_ptr[i]:" << maw_adc_buffer_ptr[i]
// << " | maw_value: " << maw_value
// << " | maw[i] " << maw[i]
// << endl;
if (maw_value > maw_max){ maw_max = maw_value; }
if (maw_value < maw_min){ maw_min = maw_value; }
}
/*
if (doDraw) {
cout << "maw_max: " << maw_max << endl;
cout << "timestamp: " << timestamp << endl;
gl_graph_raw->sis3316_draw_chN (wfm_length,
&gl_ch_data[event_index + header_length + wfm_length/2], i_ch&0xf);
// insert pause
cout << "event " << i_event
<< " | channel " << i_ch
<< " | enter to continue (q=quit, b=batch)--> ";
int val = cin.get();
cout << endl;
if (val == (int) 'q' || val == (int) 'Q') { return 0; }
if (val == (int) 'b') { doDraw = false; }
}
*/
channel = (gl_ch_data[event_index] & 0xfff0) >> 4;
tree[channel]->Fill();
// each buffer should contain data from only one channel
if (i_ch != channel_no) {
cout << "WARNING -- channel=" << channel << ", channel_no=" << channel_no << endl;
}
//} // end limit on n events
} // end loop over events
} // end if(nof_read==8)
else {
valid_BankBufferHeader_valid_flag = 0 ;
}
} while(valid_BankBufferHeader_valid_flag == 1) ;
printf("\n");
fclose(gl_FILE_DataEvenFilePointer);
printf("file closed and finished \n");
bank_buffer_counter++;
}
gROOT->SetStyle("Plain");
gStyle->SetOptStat(0);
gStyle->SetPalette(1);
gStyle->SetTitleStyle(0);
gStyle->SetTitleBorderSize(0);
int n_bins = 200;
int min = 0;
int max = 16384;
const size_t n_channels = 16;
const size_t n_colors = 4;
TH1D* hist_array[n_channels];
int color[n_colors] = {kRed, kBlue, kGreen+1, kViolet};
int fillStyle[n_channels] = {3004, 3005, 3006, 3007, 3001, 3002, 3003, 3016,
3017, 3018, 3020, 3021};
TH1D frame_hist("frame_hist","",n_bins, min, max);
frame_hist.SetXTitle("Waveform max (ADC units)");
frame_hist.SetYTitle("Counts");
for (size_t i = 0; i <n_channels; i++) {
ostringstream name;
name << "h" << i;
TH1D* hist = new TH1D(name.str().c_str(), "", n_bins, min, max);
int i_color = i % n_colors;
//cout << i << " | " << name.str() << " | " << i_color << endl;
hist->SetLineColor(color[i_color]);
hist->SetFillColor(color[i_color]);
hist->SetFillStyle(fillStyle[i]);
hist_array[i] = hist;
}
TLegend legend(0.1, 0.81, 0.9, 0.99);
legend.SetNColumns(4);
TCanvas canvas("canvas", "");
canvas.SetLogy(1);
canvas.SetGrid(1,1);
canvas.SetTopMargin(0.2);
double hist_max = 0;
frame_hist.Draw();
for (size_t i = 0; i < n_channels; i++) {
ostringstream entry;
ostringstream name;
ostringstream selection;
name << "wfm_max >> h" << i;
selection << "channel==" << i;
int n_counts = tree[0]->Draw(name.str().c_str(), selection.str().c_str(), "same");
cout << i << " | n counts = " << n_counts << " | " << name.str() << " | " << selection.str() << endl;
entry << "ch " << i+1 << " (" << n_counts << ")";
TH1D* hist = hist_array[i];
legend.AddEntry(hist, entry.str().c_str(), "f");
if ( n_counts > hist_max ) { hist_max = n_counts; }
}
frame_hist.SetMaximum(hist_max*1.1);
legend.Draw();
canvas.Update();
//canvas.Print((basename_str + ".png").c_str());
//canvas.Print((basename_str + ".pdf").c_str());
for(int i=0; i<=15; i++) {tree[i]->Write();}
canvas.Write();
// create a run_tree with event parameters
TTree *run_tree = new TTree("run_tree", "run tree");
run_tree->Branch("is_external", &is_external, "is_external/O");
run_tree->Branch("sampling_freq_Hz", &sampling_freq_Hz, "sampling_freq_Hz/F");
run_tree->Branch("wfm_delay", &wfm_delay, "wfm_delay/s");
run_tree->Branch("wfm_length", &wfm_length, "wfm_length/i");
run_tree->Branch("maw_delay", &maw_delay, "maw_delay/s");
run_tree->Branch("maw_length", &maw_length, "maw_length/i");
run_tree->Branch("maw_gap", &maw_gap, "maw_gap/s");
run_tree->Branch("maw_peaking", &maw_peaking, "maw_peaking/s");
run_tree->Branch("maw_thres", &maw_thres, "maw_thres/s");
run_tree->Fill();
run_tree->Write();
} // end loop over arguments/files
void fakerate (int min = 0 , int max = 999) {
TStyle * ts = (TStyle*)gROOT->GetStyle("Plain");
ts->cd();
ts->SetTitle(0);
ts->SetOptStat(0000000);
//ts->SetPalette(1);
//cross sections in mb
double sigma_15_20 = 1.46;
double sigma_20_30 = 0.632;
double sigma_30_50 = 0.163;
double sigma_50_80 = 0.0216;
double sigma_80_120 = 0.00308;
std::vector<std::string> files;
std::vector<double> weights;
files.push_back("new1/FakeRate_qcd_loose_20_30.root");
files.push_back("new1/FakeRate_qcd_loose_30_50.root");
files.push_back("new1/FakeRate_qcd_loose_50_80.root");
files.push_back("new1/FakeRate_qcd_loose_80_120.root");
weights.push_back(sigma_20_30);
weights.push_back(sigma_30_50);
weights.push_back(sigma_50_80);
weights.push_back(sigma_80_120);
std::vector<std::string> files1;
files1.push_back("new1/FakeRate_qcd_medium_20_30.root");
files1.push_back("new1/FakeRate_qcd_medium_30_50.root");
files1.push_back("new1/FakeRate_qcd_medium_50_80.root");
files1.push_back("new1/FakeRate_qcd_medium_80_120.root");
std::vector<std::string> files2;
files2.push_back("new1/FakeRate_qcd_tight_20_30.root");
files2.push_back("new1/FakeRate_qcd_tight_30_50.root");
files2.push_back("new1/FakeRate_qcd_tight_50_80.root");
files2.push_back("new1/FakeRate_qcd_tight_80_120.root");
std::vector<TFile*> tfiles;
std::vector<TFile*> tfiles1;
std::vector<TFile*> tfiles2;
for (int i=0; i<files.size(); i++) {
tfiles.push_back(new TFile(files[i].c_str()));
}
for (int i=0; i<files1.size(); i++) {
tfiles1.push_back(new TFile(files1[i].c_str()));
}
for (int i=0; i<files2.size(); i++) {
tfiles2.push_back(new TFile(files2[i].c_str()));
}
TCanvas* cFakeIdDiv = new TCanvas ("cFakeIdDiv","Electron Id Fake Rate vs Jet Et");
cFakeIdDiv->SetLogy();
cFakeIdDiv->SetGridy();
cFakeIdDiv->SetGridx();
TH1D* hSelPT = (TH1D*)plot("HFakeNumSelEt","HFakeDenEt",tfiles,weights);
TH1D* hSelPT1 = (TH1D*)plot("HFakeNumSelEt","HFakeDenEt",tfiles1,weights);
TH1D* hSelPT2 = (TH1D*)plot("HFakeNumSelEt","HFakeDenEt",tfiles2,weights);
TH1D* hRecoPT = (TH1D*)plot("HFakeNumEt","HFakeDenEt",tfiles,weights);
hSelPT->SetTitle(0);
hRecoPT->SetTitle(0);
hSelPT->GetXaxis()->SetRangeUser(10,65);
hSelPT->GetYaxis()->SetRangeUser(1e-3,1);
//hSelPT->SetMaximum(1.0);
hSelPT->GetXaxis()->SetTitle("E_{T} of Reco Jet (GeV)");
hSelPT->GetYaxis()->SetTitle("Electron fake rate from jets (d#epsilon/dE_{T})");
hSelPT->Draw("E");
hSelPT->SetLineColor(4);
hSelPT1->SetLineColor(8);
hSelPT2->SetLineColor(2);
hRecoPT->Draw("sameE");
hSelPT1->Draw("sameE");
hSelPT2->Draw("sameE");
TLegend* legA = new TLegend(0.6,0.2,0.85,0.4);
legA->AddEntry(hRecoPT,"Reconstruction","l");
legA->AddEntry(hSelPT,"Id loose","l");
legA->AddEntry(hSelPT1,"Id medium","l");
legA->AddEntry(hSelPT2,"Id tight","l");
legA->SetFillColor(0);
legA->SetTextSize(0.04);
legA->Draw();
gPad->Update();
TCanvas* cFakeIdDiv1 = new TCanvas ("cFakeIdDiv1","Electron Id Fake Rate vs Jet Et (Rel)");
cFakeIdDiv1->SetLogy();
cFakeIdDiv1->SetGridy();
cFakeIdDiv1->SetGridx();
TH1D* hSelPTA = (TH1D*)plot("HFakeNumSelEt","HFakeNumEt",tfiles,weights);
TH1D* hSelPT1A = (TH1D*)plot("HFakeNumSelEt","HFakeNumEt",tfiles1,weights);
TH1D* hSelPT2A = (TH1D*)plot("HFakeNumSelEt","HFakeNumEt",tfiles2,weights);
hSelPTA->SetTitle(0);
hSelPTA->GetXaxis()->SetRangeUser(10,65);
hSelPTA->GetYaxis()->SetRangeUser(1e-2,1);
//hSelPT->SetMaximum(1.0);
hSelPTA->GetXaxis()->SetTitle("E_{T} of Reco Jet (GeV)");
hSelPTA->GetYaxis()->SetTitle("Electron fake rate from jets (d#epsilon/dE_{T})");
hSelPTA->Draw("E");
hSelPTA->SetLineColor(4);
hSelPT1A->SetLineColor(8);
hSelPT2A->SetLineColor(2);
hSelPT1A->Draw("sameE");
hSelPT2A->Draw("sameE");
TLegend* legAA = new TLegend(0.6,0.2,0.85,0.4);
legAA->AddEntry(hSelPTA,"Id loose","l");
legAA->AddEntry(hSelPT1A,"Id medium","l");
legAA->AddEntry(hSelPT2A,"Id tight","l");
legAA->SetFillColor(0);
legAA->SetTextSize(0.04);
legAA->Draw();
gPad->Update();
TCanvas* cFakeIdNum = new TCanvas ("cFakeIdNum","Et spectrum of jets that match reco electrons");
cFakeIdNum->SetLogy();
cFakeIdNum->SetGridy();
cFakeIdNum->SetGridx();
TH1D* hSelJetPT = (TH1D*)Plot1D("HFakeNumSelEt",tfiles,weights);
TH1D* hSelJetPT1 = (TH1D*)Plot1D("HFakeNumSelEt",tfiles1,weights);
TH1D* hSelJetPT2 = (TH1D*)Plot1D("HFakeNumSelEt",tfiles2,weights);
TH1D* hRecoJetPT = (TH1D*)Plot1D("HFakeNumEt",tfiles,weights);
hSelJetPT->SetTitle(0);
hRecoJetPT->SetTitle(0);
hSelJetPT->GetXaxis()->SetRangeUser(10,65);
//hSelJetPT->GetYaxis()->SetRangeUser(1e-6,1);
hSelJetPT->SetMaximum(1e5);
hSelJetPT->SetMinimum(1.0001);
hSelJetPT->GetXaxis()->SetTitle("E_{T} of Reco Jet that fakes an electron(GeV)");
hSelJetPT->GetYaxis()->SetTitle("Arbitrary Scale");
hSelJetPT->Draw("E");
hSelJetPT->SetLineColor(4);
hSelJetPT1->SetLineColor(8);
hSelJetPT2->SetLineColor(2);
hRecoJetPT->Draw("sameE");
hSelJetPT1->Draw("sameE");
hSelJetPT2->Draw("sameE");
TLegend* legA1 = new TLegend(0.6,0.2,0.85,0.4);
legA1->AddEntry(hRecoJetPT,"Reconstruction","l");
legA1->AddEntry(hSelJetPT,"Id loose","l");
legA1->AddEntry(hSelJetPT1,"Id medium","l");
legA1->AddEntry(hSelJetPT2,"Id tight","l");
legA1->SetFillColor(0);
legA1->SetTextSize(0.04);
legA1->Draw();
gPad->Update();
TCanvas* cFakeIdDen = new TCanvas ("cFakeIdDen","Et spectrum of jets");
cFakeIdDen->SetLogy();
cFakeIdDen->SetGridy();
cFakeIdDen->SetGridx();
TH1D* hJetPT = (TH1D*)Plot1D("HFakeDenEt",tfiles,weights);
//hJetPT->Scale(1.0/hJetPT->Integral());
hJetPT->SetTitle(0);
hJetPT->GetXaxis()->SetRangeUser(10,65);
//hJetPT->GetYaxis()->SetRangeUser(1e-6,1);
hJetPT->SetMaximum(1e5);
hJetPT->SetMinimum(1.0001);
hJetPT->SetLineColor(1);
hJetPT->GetXaxis()->SetTitle("E_{T} of Reco Jet (GeV)");
hJetPT->GetYaxis()->SetTitle("Arbitrary Scale");
hJetPT->Draw("E");
TCanvas* cFakeIdDivEta = new TCanvas ("cFakeIdDivEta","Electron Id Fake Rate vs Jet Eta");
cFakeIdDivEta->SetLogy();
cFakeIdDivEta->SetGridy();
cFakeIdDivEta->SetGridx();
TH1D* hSelEta = (TH1D*)plot("HFakeNumSelEta","HFakeDenEta",tfiles,weights);
TH1D* hSelEta1 = (TH1D*)plot("HFakeNumSelEta","HFakeDenEta",tfiles1,weights);
TH1D* hSelEta2 = (TH1D*)plot("HFakeNumSelEta","HFakeDenEta",tfiles2,weights);
TH1D* hRecoEta = (TH1D*)plot("HFakeNumEta","HFakeDenEta",tfiles,weights);
hSelEta->SetTitle(0);
hRecoEta->SetTitle(0);
hSelEta->GetXaxis()->SetRangeUser(10,65);
hSelEta->GetYaxis()->SetRangeUser(1e-4,1);
//hSelEta->SetMaximum(1.0);
hSelEta->GetXaxis()->SetTitle("#eta of Reco Jet (GeV)");
hSelEta->GetYaxis()->SetTitle("Electron fake rate from jets (d#epsilon/d#eta)");
hSelEta->Draw("E");
hSelEta->SetLineColor(4);
hSelEta1->SetLineColor(8);
hSelEta2->SetLineColor(2);
hRecoEta->Draw("sameE");
hSelEta1->Draw("sameE");
hSelEta2->Draw("sameE");
TLegend* legB = new TLegend(0.6,0.2,0.85,0.4);
legB->AddEntry(hRecoEta,"Reconstruction","l");
legB->AddEntry(hSelEta,"Id loose","l");
legB->AddEntry(hSelEta1,"Id medium","l");
legB->AddEntry(hSelEta2,"Id tight","l");
legB->SetFillColor(0);
legB->SetTextSize(0.04);
legB->Draw();
gPad->Update();
TCanvas* cFakeIdDivEta1 = new TCanvas ("cFakeIdDivEta1","Electron Id Fake Rate vs Jet Eta (Rel)");
cFakeIdDivEta1->SetLogy();
cFakeIdDivEta1->SetGridy();
cFakeIdDivEta1->SetGridx();
TH1D* hSelEtaB = (TH1D*)plot("HFakeNumSelEta","HFakeNumEta",tfiles,weights);
TH1D* hSelEta1B = (TH1D*)plot("HFakeNumSelEta","HFakeNumEta",tfiles1,weights);
TH1D* hSelEta2B = (TH1D*)plot("HFakeNumSelEta","HFakeNumEta",tfiles2,weights);
hSelEtaB->SetTitle(0);
hSelEtaB->GetXaxis()->SetRangeUser(10,65);
hSelEtaB->GetYaxis()->SetRangeUser(1e-4,1);
//hSelEta->SetMaximum(1.0);
hSelEtaB->GetXaxis()->SetTitle("#eta of Reco Jet (GeV)");
hSelEtaB->GetYaxis()->SetTitle("Electron fake rate from jets (d#epsilon/d#eta)");
hSelEtaB->Draw("E");
hSelEtaB->SetLineColor(4);
hSelEta1B->SetLineColor(8);
hSelEta2B->SetLineColor(2);
hSelEta1B->Draw("sameE");
hSelEta2B->Draw("sameE");
TLegend* legBB = new TLegend(0.6,0.2,0.85,0.4);
legBB->AddEntry(hSelEtaB,"Id loose","l");
legBB->AddEntry(hSelEta1B,"Id medium","l");
legBB->AddEntry(hSelEta2B,"Id tight","l");
legBB->SetFillColor(0);
legBB->SetTextSize(0.04);
legBB->Draw();
gPad->Update();
TCanvas* cFakeIdNumEta = new TCanvas ("cFakeIdNumEta","#eta spectrum of jets that match reco electrons");
cFakeIdNumEta->SetLogy();
cFakeIdNumEta->SetGridy();
cFakeIdNumEta->SetGridx();
TH1D* hSelJetEta = (TH1D*)Plot1D("HFakeNumSelEta",tfiles,weights);
TH1D* hSelJetEta1 = (TH1D*)Plot1D("HFakeNumSelEta",tfiles1,weights);
TH1D* hSelJetEta2 = (TH1D*)Plot1D("HFakeNumSelEta",tfiles2,weights);
TH1D* hRecoJetEta = (TH1D*)Plot1D("HFakeNumEta",tfiles,weights);
hSelJetEta->SetTitle(0);
hRecoJetEta->SetTitle(0);
hSelJetEta->GetXaxis()->SetRangeUser(10,65);
//hSelJetEta->GetYaxis()->SetRangeUser(1e-6,1);
hSelJetEta->SetMaximum(1e4);
hSelJetEta->SetMinimum(1.0001);
hSelJetEta->GetXaxis()->SetTitle("#eta of Reco Jet that fakes an electron(GeV)");
hSelJetEta->GetYaxis()->SetTitle("Arbitrary Scale");
hSelJetEta->Draw("E");
hSelJetEta->SetLineColor(4);
hSelJetEta1->SetLineColor(8);
hSelJetEta2->SetLineColor(2);
hRecoJetEta->Draw("sameE");
hSelJetEta1->Draw("sameE");
hSelJetEta2->Draw("sameE");
TLegend* legB1 = new TLegend(0.6,0.2,0.85,0.4);
legB1->AddEntry(hRecoJetPT,"Reconstruction","l");
legB1->AddEntry(hSelJetPT,"Id loose","l");
legB1->AddEntry(hSelJetPT1,"Id medium","l");
legB1->AddEntry(hSelJetPT2,"Id tight","l");
legB1->SetFillColor(0);
legB1->SetTextSize(0.04);
legB1->Draw();
gPad->Update();
TCanvas* cFakeIdDenEta = new TCanvas ("cFakeIdDenEta","#eta spectrum of jets");
cFakeIdDenEta->SetLogy();
cFakeIdDenEta->SetGridy();
cFakeIdDenEta->SetGridx();
TH1D* hJetEta = (TH1D*)Plot1D("HFakeDenEta",tfiles,weights);
hJetEta->SetTitle(0);
hJetEta->GetXaxis()->SetRangeUser(10,65);
//hJetEta->GetYaxis()->SetRangeUser(1e-6,1);
hJetEta->SetMaximum(1e4);
hJetEta->SetMinimum(1.0001);
hJetEta->SetLineColor(1);
hJetEta->GetXaxis()->SetTitle("#eta of Reco Jet (GeV)");
hJetEta->GetYaxis()->SetTitle("Arbitrary Scale");
hJetEta->Draw("E");
TCanvas* cEtJetvsEtElec = new TCanvas ("cEtJetvsEtElec","E_{T} of Electron vs E_{T} of Jet");
cEtJetvsEtElec->SetLogz();
TH2D* hJetvsElec = (TH2D*)Plot2D("HEtJetvsEtElectron",tfiles,weights);
hJetvsElec->SetTitle(0);
hJetvsElec->GetXaxis()->SetTitle("E_{T} of Reco Jet (GeV)");
hJetvsElec->GetYaxis()->SetTitle("E_{T} of Reco Electron (GeV)");
hJetvsElec->Draw("COLZ");
TCanvas* cDRJetElec = new TCanvas ("cDRJetElec","minimum #DeltaR between electron and jets ");
cDRJetElec->SetLogy();
cDRJetElec->SetGridy();
cDRJetElec->SetGridx();
TH1D* hDRJetElec = (TH1D*)Plot1D("HdRminElecjet",tfiles,weights);
hDRJetElec->SetTitle(0);
hDRJetElec->SetLineColor(1);
hDRJetElec->GetXaxis()->SetTitle("Minimum #DeltaR between electrons and jets");
hDRJetElec->GetYaxis()->SetTitle("Arbitrary Scale");
hDRJetElec->Draw();
}
void run_DataGammaJetsZllToZnunu(){
// defs ---------------------------------------------------------
gSystem->CompileMacro("../MT2Code/src/MT2Shapes.cc", "k");
// logStream
fLogStream = new std::ostringstream();
// create dir
if(!fOutDir.EndsWith("/")) fOutDir += "/";
char cmd[500];
sprintf(cmd,"mkdir -p %s", fOutDir.Data());
system(cmd);
DefineCutStreams(fHTmin, fHTmax, fMT2min, fMT2max);
TString filename=fOutDir+"/"+fRootFile;
fOutFile = new TFile(filename.Data(), "RECREATE");
fDir = (TDirectory*) fOutFile;
// fix output dir
// if(fHTmax <10000) fOutDir= TString::Format("%s_%d_HT_%d", fOutDir.Data(), abs(fHTmin), abs(fHTmax));
// else fOutDir= TString::Format("%s_%d_HT_%s", fOutDir.Data(), abs(fHTmin), "Inf");
// if(fMT2max<10000) fOutDir= TString::Format("%s_%d_MT2_%d", fOutDir.Data(), abs(fMT2min), abs(fMT2max));
// else fOutDir= TString::Format("%s_%d_MT2_%s", fOutDir.Data(), abs(fMT2min), "Inf");
// log MT2 and HT cuts
*fLogStream << "------------------------------------------------------------------------------------------------" << endl;
*fLogStream << "+++ new Znunu with Gamma+jets prediction +++" << endl;
*fLogStream << "+++ outputdir: " << fOutDir << "+++" << endl;
*fLogStream << "------------------------------------------------------------------------------------------------" << endl;
// new prediction ------------------------------------------------------
Prediction* prediction = new Prediction();
prediction->fVerbose=fVerbose;
prediction->fSave =fSaveResults;
// Photon Pt
if(fDoPhotonPtShape){
const int gNMT2bins = 11;
double gMT2bins[gNMT2bins+1] = {150, 160, 170, 180, 190, 200, 225, 250, 300, 400, 550, 800};
prediction->ChPhotonPt = new Channel("PhotonPt", "photon[0].lv.Pt()", cutStream_PhotonPt.str().c_str(), fTriggerStream.str().c_str(),fSamplesPhotonPt);
prediction->ChPhotonPt->fVerbose =prediction->fVerbose;
// prediction->ChPhotonPt->GetShapes("PhotonPt", "#gamma Pt", 2, 300, 800);
prediction->ChPhotonPt->GetShapes("PhotonPt", "#gamma Pt", 100, 150, 800);
// prediction->ChPhotonPt->GetShapes("PhotonPt", "#gamma Pt", gNMT2bins, gMT2bins);
}
// Zll Pt
if(fDoZllPtShape){
const int gNMT2bins = 11;
double gMT2bins[gNMT2bins+1] = {150, 160, 170, 180, 190, 200, 225, 250, 300, 400, 550, 800};
prediction->ChZllPt = new Channel("ZllPt", "RecoOSDiLeptPt(20,2.4,71,111)", cutStreamZll.str().c_str(), fTriggerStream.str().c_str(),fSamplesZllPt);
prediction->ChZllPt->fVerbose =prediction->fVerbose;
// prediction->ChZllPt->GetShapes("ZllPt", "Zll Pt", 2, 300, 800);
prediction->ChZllPt->GetShapes("ZllPt", "Zll Pt", 100, 150, 800);
// prediction->ChZllPt->GetShapes("ZllPt", "Zll Pt", gNMT2bins, gMT2bins);
}
// compute Zll/gamma pt ratio
if(fDoPhotonPtShape && fDoZllPtShape){
TH1D* hPhotonToZllPtRatio = prediction->GetRatio(fDoDataZllToPhotonRatio? prediction->ChZllPt->hData : prediction->ChZllPt->hZJetsToLL,
fDoDataZllToPhotonRatio? prediction->ChPhotonPt->hData : prediction->ChPhotonPt->hPhotons, 4);
DrawHisto(hPhotonToZllPtRatio,hPhotonToZllPtRatio->GetName(),"EX0");
TString rationame=hPhotonToZllPtRatio->GetName();
rationame +="_fittedRatio";
TF1 *f_lin = new TF1(rationame,"pol0(0)", fZllToGammaFitMin , fZllToGammaFitMax); f_lin->SetLineColor(8);
if(fDoFits){
hPhotonToZllPtRatio->Fit(rationame,"0L","", fZllToGammaFitMin, fZllToGammaFitMax); // set al weights to 1
fZllToPhotonRatio = f_lin->GetParameter(0);
} else{
fZllToPhotonRatio = prediction->GetLimitedRatio(fDoDataZllToPhotonRatio? prediction->ChZllPt->hData: prediction->ChZllPt->hZJetsToLL,
fDoDataZllToPhotonRatio? prediction->ChPhotonPt->hData : prediction->ChPhotonPt->hPhotons,
fZllToGammaFitMin, fZllToGammaFitMax, false, fZllToPhotonRatioRelErr);
f_lin->SetParameter(0,fZllToPhotonRatio);
}
const int nBins= 3;
const double Bins[nBins+1] = {150, fZllToGammaFitMin>150?fZllToGammaFitMin:150.0001, fZllToGammaFitMax<800? fZllToGammaFitMax:799.99, 800};
TH1D* hErrorbar = new TH1D(rationame.Data(), "", nBins, Bins);
hErrorbar->SetBinContent(2,fZllToPhotonRatio);
hErrorbar->SetBinError(2,fZllToPhotonRatioRelErr*fZllToPhotonRatio);
hErrorbar->SetBinContent(1,-10);
hErrorbar->SetBinError( 1,0);
hErrorbar->SetFillColor(5);
hErrorbar->SetFillStyle(3001);
hErrorbar->Draw("e2same");
f_lin->Draw("same");
hPhotonToZllPtRatio->Draw("EX0same");
}
// GenLevel Zll Pt, no acceptance cuts
if(fDoGenZllShape){
prediction->ChGenZllPt = new Channel("GenZllPt", "GenDiLeptPt(0,10,0,1000,true)", cutStreamGenZll.str().c_str(), fTriggerStream.str().c_str(),fSamplesZllPtMConly);
prediction->ChGenZllPt->fVerbose =prediction->fVerbose;
prediction->ChGenZllPt->GetShapes("GenZllPt", "GenZll Pt", 8, 0, 800);
}
// GenLevel Zll Pt, within acceptance
if(fDoGenAccZllShape){
prediction->ChGenZllPtAcc = new Channel("GenZllPtAcc", "GenDiLeptPt(20,2.4,71,111,true)", cutStreamGenZllAcc.str().c_str(), fTriggerStream.str().c_str(),fSamplesZllPtMConly);
prediction->ChGenZllPtAcc->fVerbose =prediction->fVerbose;
prediction->ChGenZllPtAcc->GetShapes("GenZllPtAcc", "GenZll Pt", 8, 0, 800);
}
// Get Acceptance Efficiency
if(fDoGenZllShape && fDoGenAccZllShape){
Bool_t binomial =true;
TH1D* hZllAccEff = prediction->GetRatio(prediction->ChGenZllPtAcc->hZJetsToLL, prediction->ChGenZllPt->hZJetsToLL, 1, binomial);
DrawHisto(hZllAccEff,hZllAccEff->GetName(),"EX");
// TString rationame=hZllAccEff->GetName();
// rationame +="_fittedRatio";
// TF1 *f_lin = new TF1(rationame,"pol0(0)", fZllAccFitMin , fZllAccFitMax); f_lin->SetLineColor(8);
// if(fDoFits){
// hZllAccEff->Fit(rationame,"0L","", fZllAccFitMin, fZllAccFitMax); // set al weights to 1
// fZllAccEff= f_lin->GetParameter(0);
// } else{
// fZllAccEff= prediction->GetLimitedRatio(prediction->ChGenZllPtAcc->hZJetsToLL,prediction->ChGenZllPt->hZJetsToLL,
// fZllAccFitMin, fZllAccFitMax, true, fZllAccEffRelErr);
// f_lin->SetParameter(0,fZllAccEff);
// }
// const int nBins= 3;
// const double Bins[nBins+1] = {150, fZllAccFitMin>150?fZllAccFitMin:150.0001, fZllAccFitMax<800? fZllAccFitMax:799.99, 800};
// TH1D* hErrorbar = new TH1D(rationame.Data(), "", nBins,Bins);
// hErrorbar->SetBinContent(2,fZllAccEff);
// hErrorbar->SetBinError(2,fZllAccEffRelErr*fZllAccEff);
// hErrorbar->SetBinContent(1,-1);
// hErrorbar->SetBinError(1,0);
// hErrorbar->SetFillColor(5);
// hErrorbar->SetFillStyle(3001);
// hErrorbar->Draw("e2same");
// f_lin->Draw("same");
// hZllAccEff->Draw("EX0same");
}
// GenLevel Zll Pt, within acceptance, OS dilepton recoed
if(fDoGenAccZllRecoShape){
prediction->ChGenZllPtAccRecoed = new Channel("GenZllPtAccRecoed", "GenDiLeptPt(20,2.4,71,111,true)", cutStreamGenZllAcc_recoed.str().c_str(), fTriggerStream.str().c_str(),fSamplesZllPtMConly);
prediction->ChGenZllPtAccRecoed->fVerbose =prediction->fVerbose;
prediction->ChGenZllPtAccRecoed->GetShapes("GenZllPtAccRecoed", "GenZll Pt", 100, 150, 800);
}
if(fDoGenAccZllShape && fDoGenAccZllRecoShape){
Bool_t binomial =true;
TH1D* hZllRecoEff = prediction->GetRatio(prediction->ChGenZllPtAccRecoed->hZJetsToLL, prediction->ChGenZllPtAcc->hZJetsToLL, 4, binomial);
DrawHisto(hZllRecoEff,hZllRecoEff->GetName(),"EX");
TString rationame=hZllRecoEff->GetName();
rationame +="_fittedRatio";
TF1 *f_lin = new TF1(rationame,"pol0(0)", fZllRecoEffFitMin , fZllRecoEffFitMax); f_lin->SetLineColor(8);
if(fDoFits){
hZllRecoEff->Fit(rationame,"0L","", fZllRecoEffFitMin, fZllRecoEffFitMax); // set al weights to 1
fZllRecoEff= f_lin->GetParameter(0);
} else{
fZllRecoEff= prediction->GetLimitedRatio(prediction->ChGenZllPtAccRecoed->hZJetsToLL,prediction->ChGenZllPtAcc->hZJetsToLL,
fZllRecoEffFitMin, fZllRecoEffFitMax, true, fZllRecoEffRelErr);
f_lin->SetParameter(0,fZllRecoEff);
}
const int nBins= 3;
const double Bins[nBins+1] = {150, fZllRecoEffFitMin>150?fZllRecoEffFitMin:150.001, fZllRecoEffFitMax<800? fZllRecoEffFitMax:799.99, 800};
TH1D* hErrorbar = new TH1D(rationame.Data(), "", nBins,Bins);
hErrorbar->SetBinContent(2,fZllRecoEff);
hErrorbar->SetBinError(2,fZllRecoEffRelErr*fZllRecoEff);
hErrorbar->SetBinContent(1,-1);
hErrorbar->SetBinError(1,0);
hErrorbar->SetFillColor(5);
hErrorbar->SetFillStyle(3001);
hErrorbar->Draw("e2same");
f_lin->Draw("same");
hZllRecoEff->Draw("EX0same");
}
// Photons Hadronic Search MT2
if(fDoPhotonMT2Shape){
prediction->ChPhotonsMT2 = new Channel("PhotonsMT2", "photon[0].lv.Pt()", cutStreamPhotonMT2.str().c_str(), fTriggerStream.str().c_str(),fSamplesPhotonPt);
prediction->ChPhotonsMT2->fVerbose =prediction->fVerbose;
prediction->ChPhotonsMT2->GetShapes("PhotonsMT2", "MET", 40, 0, 800);
}
// Znunu Hadronic Search MT2
if(fDoZnunuMT2Shape){
prediction->ChZnunuMT2 = new Channel("ZnunuMT2", "misc.MET", cutStreamZnunuMT2.str().c_str(), fTriggerStream.str().c_str(),fSamplesZnunu);
prediction->ChZnunuMT2->fVerbose =prediction->fVerbose;
prediction->ChZnunuMT2->GetShapes("ZnunuMT2", "MET", 40, 0, 800);
}
if(fDoZnunuMT2Shape && fDoPhotonMT2Shape){
TH1D* ZnunuToPhotonMT2Ratio = prediction->GetRatio(prediction->ChZnunuMT2->hZJetsToNuNu, prediction->ChPhotonsMT2->hPhotons, 1);
DrawHisto(ZnunuToPhotonMT2Ratio,ZnunuToPhotonMT2Ratio->GetName(),"EX0");
}
// Do Pt spectra comparison plot
if(fDoPtSpectraComparison && fDoPhotonPtShape && fDoZllPtShape){
*fLogStream<< "************************* produce pr spectra plot ****************************** " << endl;
TH1D* hZllMC_cp = prediction->GetScaledHisto(prediction->ChZllPt->hZJetsToLL, fDoPtSpectraComparisonScaling?(prediction->ChZllPt->hData->Integral())/(prediction->ChZllPt->hZJetsToLL->Integral()) :1, 0, 1);
TH1D* hZllData_cp = prediction->GetScaledHisto(prediction->ChZllPt->hData, 1, 0, 1) ;
TH1D* hPhotonMC_cp = prediction->GetScaledHisto(prediction->ChPhotonPt->hPhotons,fDoPtSpectraComparisonScaling?(prediction->ChPhotonPt->hData->Integral())/(prediction->ChPhotonPt->hPhotons->Integral()):1, 0, 1);
TH1D* hPhotonData_cp = prediction->GetScaledHisto(prediction->ChPhotonPt->hData, 1, 0, 1);
if(fDoPtSpectraComparisonAccCorr){
TFile *f = new TFile("../RootMacros/ZllAcceptance.root", "OPEN");
TH1D* hZllAcc = (TH1D*) f->Get("ZJetsToLL_GenZllPtAcc_ZJetsToLL_GenZllPt_Ratio");
if (hZllAcc==0) {cout << "WARNING: could not get histo ZJetsToLL_GenZllPtAcc_ZJetsToLL_GenZllPt_Ratio" << endl; exit(1);}
for(int i=1; i<=hZllMC_cp->GetNbinsX(); ++i){
if(hZllAcc->GetBinLowEdge(i) != hZllMC_cp->GetBinLowEdge(i)) {cout << "Zll Acc Correction: binnin does not match!!" << endl; exit(1);}
if(hZllMC_cp ->GetBinContent(i)<=0) continue;
double acc_eff = hZllAcc->GetBinContent(i);
double orig_mc = hZllMC_cp ->GetBinContent(i);
double orig_data = hZllData_cp ->GetBinContent(i);
cout << "bin i " << i << " acc eff " << acc_eff << " orig_mc " << orig_mc << " become " << orig_mc/acc_eff
<< " orig_data " << orig_data << " becomes " << orig_data/acc_eff << endl;
hZllMC_cp ->SetBinContent(i, orig_mc /acc_eff);
hZllData_cp ->SetBinContent(i, orig_data/acc_eff);
}
delete f;
}
hZllMC_cp->SetMarkerStyle(22);
hZllMC_cp->SetLineColor(kOrange);
hZllMC_cp->SetMarkerColor(kOrange);
hZllMC_cp->SetMarkerSize(1.2);
hZllData_cp->SetMarkerStyle(26);
hZllData_cp->SetMarkerColor(kBlack);
hZllData_cp->SetLineColor(kBlack);
hPhotonMC_cp->SetLineColor(kMagenta+2);
hPhotonMC_cp->SetMarkerColor(kMagenta+2);
hPhotonMC_cp->SetMarkerStyle(20);
hPhotonMC_cp->SetMarkerSize(1.2);
hPhotonData_cp->SetMarkerStyle(4);
hPhotonData_cp->SetMarkerColor(kBlack);
hPhotonData_cp->SetLineColor(kBlack);
TCanvas *col = new TCanvas("ZllToGammaPtSpectra", "", 0, 0, 500, 500);
col->SetFillStyle(0);
col->SetFrameFillStyle(0);
// col->cd();
gPad->SetFillStyle(0);
gStyle->SetPalette(1);
gPad->SetRightMargin(0.15);
TLegend* leg2 = new TLegend(0.2, 0.6, 0.5, 0.9);
leg2->AddEntry(hPhotonMC_cp,"Gamma+Jets MC","p" );
leg2->AddEntry(hPhotonData_cp,"Photon Data","p" );
leg2->AddEntry(hZllMC_cp ,"Zll MC","p" );
leg2->AddEntry(hZllData_cp,"Zll Data","p" );
leg2 -> SetFillColor(0);
leg2 -> SetBorderSize(0);
//
hPhotonMC_cp->SetXTitle("V boson p_{T} (GeV)");
hPhotonMC_cp->SetYTitle("Events / 7 GeV");
hPhotonMC_cp->Draw("EX");
hPhotonData_cp->Draw("EXsame");
hZllMC_cp->Draw("EXsame");
hZllData_cp->Draw("EXsame");
leg2->Draw();
TCanvas *c3 = new TCanvas("ZllToGammaPtSpectraRatio", "", 500, 500);
TH1D* h_ratio = (TH1D*) hZllMC_cp ->Clone("h_ratio");
TH1D* h_ratioData = (TH1D*) hZllData_cp ->Clone("h_ratioData");
TH1D* hPhotonMC_cp2 = (TH1D*) hPhotonMC_cp ->Clone("hPhotonMC_cp2");
TH1D* hPhotonData_cp2 = (TH1D*) hPhotonData_cp ->Clone("hPhotonData_cp2");
h_ratio->Rebin(1); h_ratioData->Rebin(1);
h_ratio->SetYTitle("#frac{Z(ll)}{#gamma}");
h_ratio->SetXTitle("boson p_{T} (GeV)");
h_ratio ->Divide(hPhotonMC_cp2->Rebin(1));
h_ratioData->Divide(hPhotonData_cp2->Rebin(1));
h_ratio ->SetMarkerStyle(20);
h_ratio ->SetMarkerSize(1.2);
h_ratio ->SetLineColor(kMagenta+2);
h_ratio ->SetMarkerColor(kMagenta+2);
h_ratioData->SetMarkerStyle(26);
h_ratioData->SetMarkerColor(kBlack);
h_ratio ->Draw("EX0");
h_ratioData->Draw("EX0same");
TLegend* leg3 = new TLegend(0.2, 0.6, 0.5, 0.9);
leg3->AddEntry(h_ratioData,"Zll/photon Data","p" );
leg3->AddEntry(h_ratio ,"Zll/photon MC","p" );
leg3 -> SetFillColor(0);
leg3 -> SetBorderSize(0);
leg3 ->Draw();
}
if(fDoMT2SpectraCompaison && fDoZnunuMT2Shape && fDoPhotonMT2Shape){
*fLogStream<< "************************* MT2 spectra comparison *************** " << endl;
TH1D* hZNunuMT2 = prediction->GetScaledHisto(prediction->ChZnunuMT2 ->hZJetsToNuNu, fDoMT2SpectraCompaisonScaling?(prediction->ChPhotonsMT2 ->hData->Integral())/(prediction->ChPhotonsMT2 ->hPhotons->Integral()):1, 0, 1);
TH1D* hPhotonMT2 = prediction->GetScaledHisto(prediction->ChPhotonsMT2 ->hPhotons, fDoMT2SpectraCompaisonScaling?(prediction->ChPhotonsMT2 ->hData->Integral())/(prediction->ChPhotonsMT2 ->hPhotons->Integral()):1, 0, 1);
TH1D* hPhotonDataMT2 = prediction->GetScaledHisto(prediction->ChPhotonsMT2 ->hData, 1, 0, 1);
hZNunuMT2->SetFillStyle(0);
hZNunuMT2->SetLineWidth(3);
TCanvas *col = new TCanvas("ZnunuToGammaPtSpectra", "", 0, 0, 500, 500);
col->SetFillStyle(0);
col->SetFrameFillStyle(0);
// col->cd();
gPad->SetFillStyle(0);
gStyle->SetPalette(1);
gPad->SetRightMargin(0.15);
gPad->SetLogy(1);
TLegend* leg2 = new TLegend(0.2, 0.6, 0.5, 0.9);
leg2->AddEntry(hPhotonMT2,"#gamma+jets MC","f" );
leg2->AddEntry(hZNunuMT2,"Z(#nu#nu)+jets MC","l" );
leg2->AddEntry(hPhotonDataMT2,"data","p" );
leg2 -> SetFillColor(0);
leg2 -> SetBorderSize(0);
//
hPhotonMT2->SetXTitle("min #Delta #phi(jets,MET)");
hPhotonMT2->SetYTitle("Events");
hPhotonMT2->Draw("hist");
hZNunuMT2->Draw("histsame");
hPhotonDataMT2->Draw("EXsame");
leg2->Draw();
// gPad->RedrawAxis();
// cout integral above 250 in MT2 and ratio
// double sumPhotons=0;
// double sumZnunu =0;
// for(int i=1; i<=hPhotonMT2->GetNbinsX(); ++i){
// if(hPhotonMT2->GetBinLowEdge(i)>=250){
// sumPhotons+=hPhotonMT2->GetBinContent(i);
// sumZnunu +=hZNunuMT2 ->GetBinContent(i);
// }
// }
// *fLogStream<< ">>> hPhotonMT2: integral above 250: " << sumPhotons << endl;
// *fLogStream<< ">>> hZNunuMT2 : integral above 250: " << sumZnunu << endl;
// *fLogStream<< ">>> -> Ratio : " << sumZnunu/sumPhotons << endl;
}
if(fDoZnunuGammaGenPtSpectraComparison){
*fLogStream<< "*************************ZnunuGammaGenPtSpectraComparison**********" << endl;
// gen photons
prediction->ChGenPhotonPt = new Channel("GenPhotonPt", "GenPhoton[0].Pt()", cutStreamGenPhoton.str().c_str(), fTriggerStream.str().c_str(),fSamplesPhotonPtMConly);
prediction->ChGenPhotonPt->fVerbose =prediction->fVerbose;
prediction->ChGenPhotonPt->GetShapes("GenPhotonPt", "Gen-level #gamma Pt", 50, 150, 800);
// Gen Znunu
prediction->ChGenZnunuPt = new Channel("GenZnunuPt", "GenZ[0].Pt()", cutStreamGenZnunu.str().c_str(), fTriggerStream.str().c_str(),fSamplesZnunu);
prediction->ChGenZnunuPt->fVerbose =prediction->fVerbose;
prediction->ChGenZnunuPt->GetShapes("GenZnunuPt", "Gen-level Z(#nu#nu) Pt", 50, 150, 800);
prediction->DrawHistos(prediction->ChGenPhotonPt->hPhotons, prediction->ChGenZnunuPt->hZJetsToNuNu,
"EX0" , "EX0same",
kViolet+3 , kBlack,
20 ,4,
"#gamma Pt" ,"Z(#nu#nu)");
TH1D* hGenPhotonToZnunuRatio = prediction->GetRatio(prediction->ChGenZnunuPt->hZJetsToNuNu, prediction->ChGenPhotonPt->hPhotons, 1, false);
hGenPhotonToZnunuRatio->SetMarkerColor(kBlack);
hGenPhotonToZnunuRatio->SetLineColor(kBlack);
hGenPhotonToZnunuRatio->SetMarkerStyle(4);
DrawHisto(hGenPhotonToZnunuRatio, "GenPhotonToZnunuRatio","EX0", prediction->ChGenPhotonPt);
}
if(fDoPhotonRecoEff){
prediction->ChGenPhotonPtForRecoEff = new Channel("GenPhotonPtForRecoEff", "GenPhoton[0].Pt()", cutStream_GenPhotonforRecoEff.str().c_str(), fTriggerStream.str().c_str(),fSamplesPhotonPtMConly);
prediction->ChGenPhotonPtForRecoEff->fVerbose =prediction->fVerbose;
prediction->ChGenPhotonPtForRecoEff->GetShapes("GenPhotonPtForRecoEff", "Gen-level #gamma Pt", 50, 150, 800);
prediction->ChPhotonPtForRecoEff = new Channel("PhotonPtForRecoEff", "GenPhoton[0].Pt()", cutStream_PhotonPtforRecoEff.str().c_str(), fTriggerStream.str().c_str(),fSamplesPhotonPtMConly);
prediction->ChPhotonPtForRecoEff->fVerbose =prediction->fVerbose;
prediction->ChPhotonPtForRecoEff->GetShapes("PhotonPtForRecoEff", "Gen-level #gamma Pt", 50, 150, 800);
prediction->DrawHistos(prediction->ChGenPhotonPtForRecoEff->hPhotons, prediction->ChPhotonPtForRecoEff->hPhotons,
"EX0" , "EX0same",
kViolet+3 , kBlack,
20 ,4,
"#all" ,"recoed");
TH1D* hPhotonRecoEff = prediction->GetRatio(prediction->ChPhotonPtForRecoEff->hPhotons, prediction->ChGenPhotonPtForRecoEff->hPhotons, 1, false);
hPhotonRecoEff->SetMarkerColor(kBlack);
hPhotonRecoEff->SetLineColor(kBlack);
hPhotonRecoEff->SetMarkerStyle(4);
DrawHisto(hPhotonRecoEff, "PhotonRecoEff","EX0", prediction->ChPhotonPtForRecoEff);
}
// Prediction
if(fDoPrediction){
*fLogStream<< "************************* Prediction ****************************** " << endl;
TH1D* MCZnunu = prediction->GetScaledHisto(prediction->ChZnunuMT2->hZJetsToNuNu,fLumiCorr,0); // scale to lumi 4400
double MCZnunuEst = MCZnunu->GetBinContent(1);
double MCZnunuEstErr = MCZnunu->GetBinError(1);
delete MCZnunu;
if(fDoData){
double nGamma = prediction->ChPhotonsMT2->hData->Integral();
double nGammaErr = sqrt(nGamma);
*fLogStream << "********** Data Prediction ***************************************************** " << endl;
MakePrediction(nGamma, nGammaErr, fZllToPhotonRatio, fZllToPhotonRatioRelErr, fZllAccEff, fZllAccEffRelErr, fZllRecoEff, fZllRecoEffRelErr, MCZnunuEst, MCZnunuEstErr);
}
TH1D* hDummy = prediction->GetScaledHisto(prediction->ChPhotonsMT2->hPhotons, 1, 0);
float nGammaMC =hDummy->GetBinContent(1);
float nGammaMCErr=hDummy->GetBinError(1);
*fLogStream << "********** MC Prediction ***************************************************** " << endl;
MakePrediction(nGammaMC, nGammaMCErr, fZllToPhotonRatio, fZllToPhotonRatioRelErr, fZllAccEff, fZllAccEffRelErr, fZllRecoEff, fZllRecoEffRelErr, MCZnunuEst, MCZnunuEstErr);
}
// write -----------
if(fWriteToFile){
TString logname =fOutDir + ".log";
ofstream f_log (logname.Data(), ios::app);
f_log << fLogStream->str();
} else{
cout << fLogStream->str();
}
// fOutFile->Close();
}
// Compare energy spectra/coincidences under different experimental conditions
void CompareRuns(){
TCanvas* c1 = new TCanvas();
TCanvas* c2 = new TCanvas();
TCanvas* c3 = new TCanvas();
double thresh = 35;
double dmin = 400, dmax = 6000; //6000=24us;
//add 100 us
//dmin += 25000; dmax += 25000;
double E0 = 5.37873, E1 = 0.157501; //calibration
double emax = 6000;
//HV + UCN on
c1->cd();
TH1D* hP = new TH1D("hP","hP",emax/4.,0,emax);
TH2D* hch = new TH2D("hch","hch",16,0,16,16,0,16);
TH1D* ht = (TH1D*) gROOT->FindObject("ht");
if (ht != 0) delete ht;
TH1D* ht = new TH1D("ht","ht",300,0,15000);
TH2D* hPT = new TH2D("hPT","hPT",500,0,50,emax/4.,0,emax);
ftf.SetPath("Files/Dec15/Fixed");
ftf.Open(27); double endtime = 4*500.;
ftf.GetEvent(0); double lasttime = ftf.Fit_event.t; int lastch = ftf.Fit_event.ch;
for (int i = 0; i < ftf.GetNumEvents(); i++) {
ftf.GetEvent(i);
double time = ftf.Fit_event.t;
if (ftf.Fit_event.E > thresh && ftf.Fit_event.shaping > 180 && ftf.Fit_event.shaping < 240 && ftf.Fit_event.t*tsmp < endtime && ftf.Fit_event.ch != 2 && ftf.Fit_event.ch < 16) {
double diff = time - lasttime;
if (diff < dmax) {
ht->Fill(diff);
hPT->Fill(diff*0.004,ftf.Fit_event.E*E1 + E0);
}
if (diff > dmin && diff < dmax) {//4 to 24 us
hP->Fill(ftf.Fit_event.E*E1 + E0);
hch->Fill(ftf.Fit_event.ch,lastch);
}
lasttime = time;
lastch = ftf.Fit_event.ch;
}
}
ftf.Open(30); double endtime = 4*510.;
ftf.GetEvent(0); lasttime = ftf.Fit_event.t; lastch = ftf.Fit_event.ch;
for (int i = 0; i < ftf.GetNumEvents(); i++) {
ftf.GetEvent(i);
double time = ftf.Fit_event.t;
if (ftf.Fit_event.E > thresh && ftf.Fit_event.shaping > 180 && ftf.Fit_event.shaping < 240 && ftf.Fit_event.t*tsmp < endtime && ftf.Fit_event.ch != 2 && ftf.Fit_event.ch < 16) {
double diff = time - lasttime;
if (diff < dmax){
ht->Fill(diff);
hPT->Fill(diff*0.004,ftf.Fit_event.E*E1 + E0);
}
if (diff > dmin && diff < dmax) {//4 to 24 us
hP->Fill(ftf.Fit_event.E*E1 + E0);
hch->Fill(ftf.Fit_event.ch,lastch);
}
lasttime = time;
lastch = ftf.Fit_event.ch;
}
}
ftf.Open(33); double endtime = 2250.;
ftf.GetEvent(0); lasttime = ftf.Fit_event.t; lastch = ftf.Fit_event.ch;
for (int i = 0; i < ftf.GetNumEvents(); i++) {
if (ftf.Fit_event.E > thresh && ftf.Fit_event.shaping > 180 && ftf.Fit_event.shaping < 240 && ftf.Fit_event.t*tsmp < endtime && ftf.Fit_event.ch != 2 && ftf.Fit_event.ch < 16) {
double diff = time - lasttime;
if (diff < dmax){
ht->Fill(diff);
hPT->Fill(diff*0.004,ftf.Fit_event.E*E1 + E0);
}
if (diff > dmin && diff < dmax) {//4 to 24 us
hP->Fill(ftf.Fit_event.E*E1 + E0);
hch->Fill(ftf.Fit_event.ch,lastch);
}
lasttime = time;
lastch = ftf.Fit_event.ch;
}
}
ftf.Open(35); double endtime = 1000.;
ftf.GetEvent(0); lasttime = ftf.Fit_event.t; lastch = ftf.Fit_event.ch;
for (int i = 0; i < ftf.GetNumEvents(); i++) {
ftf.GetEvent(i);
if (ftf.Fit_event.E > thresh && ftf.Fit_event.shaping > 180 && ftf.Fit_event.shaping < 240 && ftf.Fit_event.t*tsmp < endtime && ftf.Fit_event.ch != 2 && ftf.Fit_event.ch < 16) {
double diff = time - lasttime;
if (diff < dmax){
ht->Fill(diff);
hPT->Fill(diff*0.004,ftf.Fit_event.E*E1 + E0);
}
if (diff > dmin && diff < dmax) {//4 to 24 us
hP->Fill(ftf.Fit_event.E*E1 + E0);
hch->Fill(ftf.Fit_event.ch,lastch);
}
lasttime = time;
lastch = ftf.Fit_event.ch;
}
}
ftf.Open(36); double endtime = 900.;
ftf.GetEvent(0); lasttime = ftf.Fit_event.t; lastch = ftf.Fit_event.ch;
for (int i = 0; i < ftf.GetNumEvents(); i++) {
ftf.GetEvent(i);
if (ftf.Fit_event.E > thresh && ftf.Fit_event.shaping > 180 && ftf.Fit_event.shaping < 240 && ftf.Fit_event.t*tsmp < endtime && ftf.Fit_event.ch != 2 && ftf.Fit_event.ch < 16) {
double diff = time - lasttime;
if (diff < dmax){
ht->Fill(diff);
hPT->Fill(diff*0.004,ftf.Fit_event.E*E1 + E0);
}
if (diff > dmin && diff < dmax) {//4 to 24 us
hP->Fill(ftf.Fit_event.E*E1 + E0);
hch->Fill(ftf.Fit_event.ch,lastch);
}
lasttime = time;
lastch = ftf.Fit_event.ch;
}
}
ftf.Open(38); double endtime = 1800.;
ftf.GetEvent(0); lasttime = ftf.Fit_event.t; lastch = ftf.Fit_event.ch;
for (int i = 0; i < ftf.GetNumEvents(); i++) {
ftf.GetEvent(i);
if (ftf.Fit_event.E > thresh && ftf.Fit_event.shaping > 180 && ftf.Fit_event.shaping < 240 && ftf.Fit_event.t*tsmp < endtime && ftf.Fit_event.ch != 2 && ftf.Fit_event.ch < 16) {
double diff = time - lasttime;
if (diff < dmax){
ht->Fill(diff);
hPT->Fill(diff,ftf.Fit_event.E*E1 + E0);
}
if (diff > dmin && diff < dmax) {//4 to 24 us
hP->Fill(ftf.Fit_event.E*E1 + E0);
hch->Fill(ftf.Fit_event.ch,lastch);
}
lasttime = time;
lastch = ftf.Fit_event.ch;
}
}
gROOT->cd();
c3->cd();
hPT->Draw("COLZ");
c2->cd();
hch->Draw("COLZ");
c1->cd();
endtime = 4*(500.+510.) + 2250. + 1000. + 900. + 1800.;
hP->Scale(1./endtime);
hP->SetLineColor(kRed);
hP->Draw();
//HV off, UCN on
TH1D* hB = new TH1D("hB","hB",emax/4.,0,emax);
ftf.Open(26); endtime = 4*220.;
ftf.GetEvent(0); lasttime = ftf.Fit_event.t;
for (int i = 0; i < ftf.GetNumEvents(); i++) {
ftf.GetEvent(i);
if (ftf.Fit_event.E > thresh && ftf.Fit_event.shaping > 180 && ftf.Fit_event.shaping < 240 && ftf.Fit_event.t*tsmp < endtime && ftf.Fit_event.ch != 2 && ftf.Fit_event.ch < 16) {
double diff = time - lasttime;
if (diff > dmin && diff < dmax) //4 to 24 us
hB->Fill(ftf.Fit_event.E*E1 + E0);
lasttime = time;
}
}
ftf.Open(31); endtime = 4*230.;
ftf.GetEvent(0); lasttime = ftf.Fit_event.t;
for (int i = 0; i < ftf.GetNumEvents(); i++) {
ftf.GetEvent(i);
if (ftf.Fit_event.E > thresh && ftf.Fit_event.t*tsmp < endtime && ftf.Fit_event.ch != 2 && ftf.Fit_event.ch < 16) {
double diff = time - lasttime;
if (diff > dmin && diff < dmax) //4 to 24 us
hB->Fill(ftf.Fit_event.E*E1 + E0);
lasttime = time;
}
}
ftf.Open(32); endtime = 4*100.;
ftf.GetEvent(0); lasttime = ftf.Fit_event.t;
for (int i = 0; i < ftf.GetNumEvents(); i++) {
ftf.GetEvent(i);
if (ftf.Fit_event.E > thresh && ftf.Fit_event.shaping > 180 && ftf.Fit_event.shaping < 240 && ftf.Fit_event.t*tsmp < endtime && ftf.Fit_event.ch != 2 && ftf.Fit_event.ch < 16) {
double diff = time - lasttime;
if (diff > dmin && diff < dmax) //4 to 24 us
hB->Fill(ftf.Fit_event.E*E1 + E0);
lasttime = time;
}
}
ftf.Open(37); double endtime = 1300.;
ftf.GetEvent(0); lasttime = ftf.Fit_event.t; lastch = ftf.Fit_event.ch;
for (int i = 0; i < ftf.GetNumEvents(); i++) {
ftf.GetEvent(i);
if (ftf.Fit_event.E > thresh && ftf.Fit_event.shaping > 180 && ftf.Fit_event.shaping < 240 && ftf.Fit_event.t*tsmp < endtime && ftf.Fit_event.ch != 2 && ftf.Fit_event.ch < 16) {
double diff = time - lasttime;
if (diff > dmin && diff < dmax) //4 to 24 us
hB->Fill(ftf.Fit_event.E*E1 + E0);
lasttime = time;
}
}
gROOT->cd();
endtime = 4*(220.+230.+100.)+1300.;
hB->Scale(1./endtime);
hB->SetLineColor(kGreen);
hB->Draw("same");
//HV on, UCN off
TH1D* hO = new TH1D("hO","hO",emax/4,0,emax);
ftf.Open(29); endtime = 4*165.;
ftf.GetEvent(0); lasttime = ftf.Fit_event.t;
for (int i = 0; i < ftf.GetNumEvents(); i++) {
ftf.GetEvent(i);
if (ftf.Fit_event.E > thresh && ftf.Fit_event.shaping > 180 && ftf.Fit_event.shaping < 240 && ftf.Fit_event.t*tsmp < endtime && ftf.Fit_event.ch != 2 && ftf.Fit_event.ch < 16) {
double diff = time - lasttime;
if (diff > dmin && diff < dmax) //4 to 24 us
hO->Fill(ftf.Fit_event.E*E1 + E0);
lasttime = time;
}
}
ftf.Open(34); endtime = 540.;
ftf.GetEvent(0); lasttime = ftf.Fit_event.t;
for (int i = 0; i < ftf.GetNumEvents(); i++) {
ftf.GetEvent(i);
if (ftf.Fit_event.E > thresh && ftf.Fit_event.shaping > 180 && ftf.Fit_event.shaping < 240 && ftf.Fit_event.t*tsmp < endtime && ftf.Fit_event.ch != 2 && ftf.Fit_event.ch < 16) {
double diff = time - lasttime;
if (diff > dmin && diff < dmax) //4 to 24 us
hO->Fill(ftf.Fit_event.E*E1 + E0);
lasttime = time;
}
}
ftf.Open(39); endtime = 2500.;
ftf.GetEvent(0); lasttime = ftf.Fit_event.t;
for (int i = 0; i < ftf.GetNumEvents(); i++) {
ftf.GetEvent(i);
if (ftf.Fit_event.E > thresh && ftf.Fit_event.shaping > 180 && ftf.Fit_event.shaping < 240 && ftf.Fit_event.t*tsmp < endtime && ftf.Fit_event.ch != 2 && ftf.Fit_event.ch < 16) {
double diff = time - lasttime;
if (diff > dmin && diff < dmax) //4 to 24 us
hO->Fill(ftf.Fit_event.E*E1 + E0);
lasttime = time;
}
}
gROOT->cd();
endtime = 4*(165.)+540+2500;
hO->Scale(1./endtime);
hO->SetLineColor(kBlack);
hO->Draw("same");
}
void Channel::GetShapes(TString SelectionName, TString xtitle, const int nbins, const double *bins){
MT2Shapes *tA;
if(fWriteToFile) tA = new MT2Shapes(fOutDir, fRootFile, fLogStream);
else tA = new MT2Shapes(fOutDir, fRootFile);
tA->setVerbose(fVerbose);
tA->init(fSamples);
tA->SetPrintSummary(true);
tA->SetDraw(false);
tA->SetWrite(false);
// variable, cuts, njet, nlep, selection_name, HLT, xtitle nbins bins
tA->GetShapes(fVariable, fCuts, -1, -10 , SelectionName, fTrigger , xtitle , nbins, bins);
// retrieve shapes
for(int i=0; i<tA->GetNShapes(); ++i){
TString name =tA->fh_shapes[i]->GetName();
if (name.Contains("QCD_")) {hQCD = (TH1D*) tA->fh_shapes[i]->Clone(tA->fh_shapes[i]->GetName()); hQCD->SetDirectory(fDir);}
else if (name.Contains("PhotonsJets_")){hPhotons = (TH1D*) tA->fh_shapes[i]->Clone(tA->fh_shapes[i]->GetName()); hPhotons->SetDirectory(fDir);}
else if (name.Contains("Data_")) {hData = (TH1D*) tA->fh_shapes[i]->Clone(tA->fh_shapes[i]->GetName()); hData->SetDirectory(fDir);}
else if (name.Contains("WJets_")) {hWJets = (TH1D*) tA->fh_shapes[i]->Clone(tA->fh_shapes[i]->GetName()); hWJets->SetDirectory(fDir);}
else if (name.Contains("ZJetsToLL_")) {hZJetsToLL = (TH1D*) tA->fh_shapes[i]->Clone(tA->fh_shapes[i]->GetName()); hZJetsToLL->SetDirectory(fDir);}
else if (name.Contains("ZJetsToNuNu_")){hZJetsToNuNu = (TH1D*) tA->fh_shapes[i]->Clone(tA->fh_shapes[i]->GetName()); hZJetsToNuNu->SetDirectory(fDir);}
else if (name.Contains("Top_")) {hTop = (TH1D*) tA->fh_shapes[i]->Clone(tA->fh_shapes[i]->GetName()); hTop->SetDirectory(fDir);}
else if (name.Contains("Signal_")) {hSignal = (TH1D*) tA->fh_shapes[i]->Clone(tA->fh_shapes[i]->GetName()); hSignal->SetDirectory(fDir);}
else if (name.Contains("Other_")) {hOther = (TH1D*) tA->fh_shapes[i]->Clone(tA->fh_shapes[i]->GetName()); hOther->SetDirectory(fDir);}
}
delete tA;
fGotShapes=true;
fDir->cd();
// fix colors
if(hQCD!=0) {hQCD ->SetLineColor(kYellow+1); hQCD ->SetFillColor(kYellow+1); hQCD ->SetFillStyle(3001);}
if(hPhotons!=0) {hPhotons->SetLineColor(kViolet-3); hPhotons->SetFillColor(kViolet-3); hPhotons->SetFillStyle(3001);}
if(hOther!=0) {hOther ->SetLineColor(kCyan+2); hOther ->SetFillColor(kCyan+2); hOther ->SetFillStyle(3001);}
if(hZJetsToNuNu!=0){hZJetsToNuNu->SetLineColor(kGreen+1); hZJetsToNuNu->SetFillColor(kGreen+1); hZJetsToNuNu ->SetFillStyle(3001);}
if(hSignal!=0) {hSignal ->SetLineColor(kBlack); hSignal ->SetFillColor(kBlack); hSignal ->SetFillStyle(3001);}
if(hZJetsToLL!=0) {hZJetsToLL->SetLineColor(kOrange); hZJetsToLL->SetFillColor(kOrange); hZJetsToLL->SetFillStyle(3001);}
if(hTop!=0) {hTop ->SetLineColor(600); hTop ->SetFillColor(600); hTop->SetFillStyle(3001);}
if(fSaveResults){
if(hQCD!=0) {hQCD->Write();}
if(hPhotons!=0) {hPhotons->Write();}
if(hOther!=0) {hOther->Write();}
if(hData!=0) {hData->Write();}
if(hTop!=0) {hTop->Write();}
if(hZJetsToLL!=0) {hZJetsToLL->Write();}
if(hZJetsToNuNu!=0) {hZJetsToNuNu->Write();}
if(hSignal!=0) {hSignal->Write();}
}
if(fDraw){
if(hQCD!=0) DrawHisto(hQCD, hQCD->GetName(), "hist", this);
if(hPhotons!=0) DrawHisto(hPhotons, hPhotons->GetName(), "hist", this);
if(hOther!=0) DrawHisto(hOther, hOther->GetName(), "hist", this);
if(hData!=0) DrawHisto(hData, hData->GetName(), "EXO", this);
if(hTop!=0) DrawHisto(hTop, hTop ->GetName(), "hist", this);
if(hZJetsToNuNu!=0)DrawHisto(hZJetsToNuNu, hZJetsToNuNu->GetName(), "hist", this);
if(hSignal!=0) DrawHisto(hSignal, hSignal->GetName(), "hist", this);
if(hZJetsToLL!=0) DrawHisto(hZJetsToLL, hZJetsToLL->GetName(), "hist", this);
}
}
void PtSpectraCombination_StagedNormalization_EtaCM_M03_M08_NoOLDAlignmentRuns_CombpPbPbp()
{
gROOT->Reset();
gROOT->ProcessLine(".x rootlogonChristof.C");
gROOT->ForceStyle();
gStyle->SetPalette(1);
gStyle->SetTitleYOffset(1.27);
gStyle->SetOptFit(0000);
// gStyle->SetPadRightMargin(0.16);
bool doSave = true;
TFile *f_minbias_pPb = new TFile("CombineSpectra_minbias_EtaCM_M03_M08_NoOLDAlignmentRuns.root");
TFile *f_FullTrack_12_pPb = new TFile("CombineSpectra_FullTrackTrigger_Track12_EtaCM_M03_M08_NoOLDAlignmentRuns.root");
TFile *f_FullTrack_20_pPb = new TFile("CombineSpectra_FullTrackTrigger_Track20_EtaCM_M03_M08_NoOLDAlignmentRuns.root");
TFile *f_FullTrack_30_pPb = new TFile("CombineSpectra_FullTrackTrigger_Track30_EtaCM_M03_M08_NoOLDAlignmentRuns.root");
TFile *f_minbias_Pbp = new TFile("ReverseBeam/CombineSpectra_minbias_EtaCM_P03_P08.root");
TFile *f_FullTrack_12_Pbp = new TFile("ReverseBeam/CombineSpectra_FullTrackTrigger_Track12_EtaCM_P03_P08.root");
TFile *f_FullTrack_20_Pbp = new TFile("ReverseBeam/CombineSpectra_FullTrackTrigger_Track20_EtaCM_P03_P08.root");
TFile *f_FullTrack_30_Pbp = new TFile("ReverseBeam/CombineSpectra_FullTrackTrigger_Track30_Track50_EtaCM_P03_P08.root");
TFile *f_out = new TFile("PtSpectraCombination_StagedNormalization_EtaCM_M03_M08_NoOLDAlignmentRuns_CombpPbPbp_TrackTrigger.root","recreate");
//Get spectra
TH1D* hPartPt_minbias_corrected_pPb = (TH1D*)f_minbias_pPb->Get("hPartPt_minbias_trkCorr_trigCorr");
TH1D* hPartPt_0_14_minbias_corrected_pPb = (TH1D*)f_minbias_pPb->Get("hPartPt_0_14_minbias_trkCorr_trigCorr");
TH1D* hPartPt_14_22_FullTrack12_corrected_pPb = (TH1D*)f_FullTrack_12_pPb->Get("hPartPt_FullTrack12_14_22_trkCorr_trigCorr");
TH1D* hPartPt_22_32_FullTrack20_corrected_pPb = (TH1D*)f_FullTrack_20_pPb->Get("hPartPt_FullTrack20_22_32_trkCorr_trigCorr");
TH1D* hPartPt_32_X_FullTrack30_corrected_pPb = (TH1D*)f_FullTrack_30_pPb->Get("hPartPt_FullTrack30_SpectComb_trkCorr_trigCorr");
TH1D* hPartPt_minbias_corrected_Pbp = (TH1D*)f_minbias_Pbp->Get("hPartPt_minbias_trkCorr_trigCorr");
TH1D* hPartPt_0_14_minbias_corrected_Pbp = (TH1D*)f_minbias_Pbp->Get("hPartPt_0_14_minbias_trkCorr_trigCorr");
TH1D* hPartPt_14_22_FullTrack12_corrected_Pbp = (TH1D*)f_FullTrack_12_Pbp->Get("hPartPt_FullTrack12_14_22_trkCorr_trigCorr");
TH1D* hPartPt_22_32_FullTrack20_corrected_Pbp = (TH1D*)f_FullTrack_20_Pbp->Get("hPartPt_FullTrack20_22_32_trkCorr_trigCorr");
TH1D* hPartPt_32_X_FullTrack30_corrected_Pbp = (TH1D*)f_FullTrack_30_Pbp->Get("hPartPt_FullTrack30_SpectComb_trkCorr_trigCorr");
TH1D* hPartPt_minbias_corrected = (TH1D*)hPartPt_minbias_corrected_pPb->Clone("hPartPt_minbias_corrected"); hPartPt_minbias_corrected->Add(hPartPt_minbias_corrected_Pbp);
TH1D* hPartPt_0_14_minbias_corrected = (TH1D*)hPartPt_0_14_minbias_corrected_pPb->Clone("hPartPt_0_14_minbias_corrected"); hPartPt_0_14_minbias_corrected->Add(hPartPt_0_14_minbias_corrected_Pbp);
TH1D* hPartPt_14_22_FullTrack12_corrected = (TH1D*)hPartPt_14_22_FullTrack12_corrected_pPb->Clone("hPartPt_14_22_FullTrack12_corrected"); hPartPt_14_22_FullTrack12_corrected->Add(hPartPt_14_22_FullTrack12_corrected_Pbp);
TH1D* hPartPt_22_32_FullTrack20_corrected = (TH1D*)hPartPt_22_32_FullTrack20_corrected_pPb->Clone("hPartPt_22_32_FullTrack20_corrected"); hPartPt_22_32_FullTrack20_corrected->Add(hPartPt_22_32_FullTrack20_corrected_Pbp);
TH1D* hPartPt_32_X_FullTrack30_corrected = (TH1D*)hPartPt_32_X_FullTrack30_corrected_pPb->Clone("hPartPt_32_X_FullTrack30_corrected"); hPartPt_32_X_FullTrack30_corrected->Add(hPartPt_32_X_FullTrack30_corrected_Pbp);
/*
hPartPt_0_14_minbias_corrected_pPb->SetBinContent(hPartPt_0_14_minbias_corrected_pPb->FindBin(103.24),0);//Remove muon event
hPartPt_0_14_minbias_corrected_pPb->SetBinError(hPartPt_0_14_minbias_corrected_pPb->FindBin(103.24),0);//Remove muon event
hPartPt_minbias_corrected_pPb->SetBinContent(hPartPt_minbias_corrected_pPb->FindBin(103.24),0);//Remove muon event
hPartPt_minbias_corrected_pPb->SetBinError(hPartPt_minbias_corrected_pPb->FindBin(103.24),0);//Remove muon event
*/
//Get number of events
TH1D* hNumEv_minbias_pPb = (TH1D*)f_minbias_pPb->Get("hNumEv_minbias_trigCorr");
TH1D* hNumEv_0_14_minbias_pPb = (TH1D*)f_minbias_pPb->Get("hNumEv_0_14_minbias_trigCorr");
TH1D* hNumEv_14_22_minbias_pPb = (TH1D*)f_minbias_pPb->Get("hNumEv_14_22_minbias_trigCorr");
TH1D* hNumEv_14_22_FullTrack12_pPb = (TH1D*)f_FullTrack_12_pPb->Get("hNumEv_FullTrack12_14_22_trigCorr");
TH1D* hNumEv_22_32_FullTrack12_pPb = (TH1D*)f_FullTrack_12_pPb->Get("hNumEv_FullTrack12_22_32_trigCorr");
TH1D* hNumEv_22_32_FullTrack20_pPb = (TH1D*)f_FullTrack_20_pPb->Get("hNumEv_FullTrack20_22_32_trigCorr");
TH1D* hNumEv_32_X_FullTrack20_pPb = (TH1D*)f_FullTrack_20_pPb->Get("hNumEv_FullTrack20_32_X_trigCorr");
TH1D* hNumEv_32_X_FullTrack30_pPb = (TH1D*)f_FullTrack_30_pPb->Get("hNumEv_FullTrack30_32_X_trigCorr");
TH1D* hNumEv_minbias_Pbp = (TH1D*)f_minbias_Pbp->Get("hNumEv_minbias_trigCorr");
TH1D* hNumEv_0_14_minbias_Pbp = (TH1D*)f_minbias_Pbp->Get("hNumEv_0_14_minbias_trigCorr");
TH1D* hNumEv_14_22_minbias_Pbp = (TH1D*)f_minbias_Pbp->Get("hNumEv_14_22_minbias_trigCorr");
TH1D* hNumEv_14_22_FullTrack12_Pbp = (TH1D*)f_FullTrack_12_Pbp->Get("hNumEv_FullTrack12_14_22_trigCorr");
TH1D* hNumEv_22_32_FullTrack12_Pbp = (TH1D*)f_FullTrack_12_Pbp->Get("hNumEv_FullTrack12_22_32_trigCorr");
TH1D* hNumEv_22_32_FullTrack20_Pbp = (TH1D*)f_FullTrack_20_Pbp->Get("hNumEv_FullTrack20_22_32_trigCorr");
TH1D* hNumEv_32_X_FullTrack20_Pbp = (TH1D*)f_FullTrack_20_Pbp->Get("hNumEv_FullTrack20_32_X_trigCorr");
TH1D* hNumEv_32_X_FullTrack30_Pbp = (TH1D*)f_FullTrack_30_Pbp->Get("hNumEv_FullTrack30_32_X_trigCorr");
TH1D* hNumEv_minbias = (TH1D*)hNumEv_minbias_pPb->Clone("hNumEv_minbias"); hNumEv_minbias->Add(hNumEv_minbias_Pbp);
TH1D* hNumEv_0_14_minbias = (TH1D*)hNumEv_0_14_minbias_pPb->Clone("hNumEv_0_14_minbias"); hNumEv_0_14_minbias->Add(hNumEv_0_14_minbias_Pbp);
TH1D* hNumEv_14_22_minbias = (TH1D*)hNumEv_14_22_minbias_pPb->Clone("hNumEv_14_22_minbias"); hNumEv_14_22_minbias->Add(hNumEv_14_22_minbias_Pbp);
TH1D* hNumEv_14_22_FullTrack12 = (TH1D*)hNumEv_14_22_FullTrack12_pPb->Clone("hNumEv_14_22_FullTrack12"); hNumEv_14_22_FullTrack12->Add(hNumEv_14_22_FullTrack12_Pbp);
TH1D* hNumEv_22_32_FullTrack12 = (TH1D*)hNumEv_22_32_FullTrack12_pPb->Clone("hNumEv_22_32_FullTrack12"); hNumEv_22_32_FullTrack12->Add(hNumEv_22_32_FullTrack12_Pbp);
TH1D* hNumEv_22_32_FullTrack20 = (TH1D*)hNumEv_22_32_FullTrack20_pPb->Clone("hNumEv_22_32_FullTrack20"); hNumEv_22_32_FullTrack20->Add(hNumEv_22_32_FullTrack20_Pbp);
TH1D* hNumEv_32_X_FullTrack20 = (TH1D*)hNumEv_32_X_FullTrack20_pPb->Clone("hNumEv_32_X_FullTrack20"); hNumEv_32_X_FullTrack20->Add(hNumEv_32_X_FullTrack20_Pbp);
TH1D* hNumEv_32_X_FullTrack30 = (TH1D*)hNumEv_32_X_FullTrack30_pPb->Clone("hNumEv_32_X_FullTrack30"); hNumEv_32_X_FullTrack30->Add(hNumEv_32_X_FullTrack30_Pbp);
float numev_minbias = hNumEv_minbias->GetBinContent(1);
float numev_0_14_minbias = hNumEv_0_14_minbias->GetBinContent(1);
float numev_14_22_minbias = hNumEv_14_22_minbias->GetBinContent(1);
float numev_14_22_FullTrack12 = hNumEv_14_22_FullTrack12->GetBinContent(1);
float numev_22_32_FullTrack12 = hNumEv_22_32_FullTrack12->GetBinContent(1);
float numev_22_32_FullTrack20 = hNumEv_22_32_FullTrack20->GetBinContent(1);
float numev_32_X_FullTrack20 = hNumEv_32_X_FullTrack20->GetBinContent(1);
float numev_32_X_FullTrack30 = hNumEv_32_X_FullTrack30->GetBinContent(1);
std::cerr<<" Number of minbias events in the normalization classes:" << std::endl;
std::cerr<<" All : " << numev_minbias << std::endl;
std::cerr<<" 0-14 MB : " << numev_0_14_minbias << std::endl;
std::cerr<<" 14-22 MB : " << numev_14_22_minbias << std::endl;
std::cerr<<" 14-22 T12: " << numev_14_22_FullTrack12 << std::endl;
std::cerr<<" 22-32 T12: " << numev_22_32_FullTrack12 << std::endl;
std::cerr<<" 22-32 T20: " << numev_22_32_FullTrack20 << std::endl;
std::cerr<<" 32-X T20: " << numev_32_X_FullTrack20 << std::endl;
std::cerr<<" 32-X T30: " << numev_32_X_FullTrack30 << std::endl;
std::cerr<<" numev_minbias/numev_0_14_minbias: " << 100.*numev_minbias/numev_0_14_minbias << "%" << std::endl;
std::cerr<<" numev_14_22_minbias/numev_0_14_minbias: " << 100.*numev_14_22_minbias/numev_0_14_minbias << "%" << std::endl;
std::cerr<<" numev_14_22_FullTrack12/numev_22_32_FullTrack12: " << 100.*numev_14_22_FullTrack12/numev_22_32_FullTrack12 << std::endl;
//Prepare the individual normalizations
float norm_0_14_minbias = numev_minbias;
float norm_14_22_FullTrack12 = norm_0_14_minbias*numev_14_22_FullTrack12/numev_14_22_minbias;
// float norm_14_22_FullTrack12 = numev_14_22_FullTrack12*2466.480;
float norm_22_32_FullTrack20 = norm_14_22_FullTrack12*numev_22_32_FullTrack20/numev_22_32_FullTrack12;
float norm_32_X_FullTrack30 = norm_22_32_FullTrack20*numev_32_X_FullTrack30/numev_32_X_FullTrack20;
std::cerr<<"Normalization factors:" << std::endl;
std::cerr<<" norm_0_14_minbias : " << norm_0_14_minbias << std::endl;
std::cerr<<" norm_14_22_FullTrack12: " << norm_14_22_FullTrack12 << std::endl;
std::cerr<<" norm_22_32_FullTrack20: " << norm_22_32_FullTrack20 << std::endl;
std::cerr<<" norm_32_X_FullTrack30 : " << norm_32_X_FullTrack30 << std::endl;
hPartPt_minbias_corrected->Scale(1./numev_minbias);
hPartPt_0_14_minbias_corrected->Scale(1./norm_0_14_minbias);
hPartPt_14_22_FullTrack12_corrected->Scale(1./norm_14_22_FullTrack12);
hPartPt_22_32_FullTrack20_corrected->Scale(1./norm_22_32_FullTrack20);
hPartPt_32_X_FullTrack30_corrected->Scale(1./norm_32_X_FullTrack30);
TCanvas *c1 = new TCanvas("c1","c1");
c1->cd();
c1->SetLogy();
hPartPt_0_14_minbias_corrected->GetXaxis()->CenterTitle();
hPartPt_0_14_minbias_corrected->GetYaxis()->CenterTitle();
hPartPt_0_14_minbias_corrected->GetXaxis()->SetTitle("p_{T} [GeV/c]");
hPartPt_0_14_minbias_corrected->GetYaxis()->SetTitle("1/N_{ev} dN/dp_{T} (|#eta_{CM}|<1)");
// hPartPt_0_14_minbias_corrected->SetNdivisions(505);
hPartPt_0_14_minbias_corrected->SetMarkerColor(42);
hPartPt_0_14_minbias_corrected->SetLineColor(42);
hPartPt_0_14_minbias_corrected->SetMarkerStyle(34);
hPartPt_0_14_minbias_corrected->SetMinimum(1e-11);
hPartPt_0_14_minbias_corrected->SetFillColor(42);
// hPartPt_0_14_minbias_corrected->SetFillStyle(3305);
hPartPt_0_14_minbias_corrected->Draw("hist");
hPartPt_minbias_corrected->SetMarkerStyle(20);
hPartPt_minbias_corrected->Draw("same");
hPartPt_14_22_FullTrack12_corrected->SetMarkerColor(2);
hPartPt_14_22_FullTrack12_corrected->SetLineColor(2);
hPartPt_14_22_FullTrack12_corrected->SetMarkerStyle(20);
hPartPt_14_22_FullTrack12_corrected->SetFillColor(2);
hPartPt_14_22_FullTrack12_corrected->SetFillStyle(3002);
hPartPt_14_22_FullTrack12_corrected->Draw("same");
hPartPt_22_32_FullTrack20_corrected->SetMarkerColor(4);
hPartPt_22_32_FullTrack20_corrected->SetLineColor(4);
hPartPt_22_32_FullTrack20_corrected->SetMarkerStyle(20);
// hPartPt_22_32_FullTrack20_corrected->SetFillColor(2);
// hPartPt_22_32_FullTrack20_corrected->SetFillStyle(3002);
hPartPt_22_32_FullTrack20_corrected->Draw("samehist");
hPartPt_32_X_FullTrack30_corrected->SetMarkerColor(2);
hPartPt_32_X_FullTrack30_corrected->SetLineColor(2);
hPartPt_32_X_FullTrack30_corrected->SetMarkerStyle(20);
// hPartPt_32_X_FullTrack30_corrected->SetFillColor(2);
// hPartPt_32_X_FullTrack30_corrected->SetFillStyle(3002);
hPartPt_32_X_FullTrack30_corrected->Draw("samehist");
//Sum
TH1D * hSumPartPt = (TH1D*)hPartPt_0_14_minbias_corrected->Clone("hSumPartPt");
hSumPartPt->Add(hPartPt_14_22_FullTrack12_corrected);
hSumPartPt->Add(hPartPt_22_32_FullTrack20_corrected);
hSumPartPt->Add(hPartPt_32_X_FullTrack30_corrected);
hSumPartPt->SetMarkerStyle(25);
hSumPartPt->SetMarkerColor(1);
hSumPartPt->SetLineColor(1);
hSumPartPt->Draw("same");
TLegend *leg1 = new TLegend(0.48,0.47,0.93,0.95,NULL,"brNDC");
leg1->AddEntry(hPartPt_minbias_corrected,"MinBias, inclusive","pl");
leg1->AddEntry(hPartPt_0_14_minbias_corrected,"MinBias, p_{T}<14 GeV/c","f");
leg1->AddEntry(hPartPt_14_22_FullTrack12_corrected,"FullTrack12, 14<p_{T}<22 GeV/c","pl");
leg1->AddEntry(hPartPt_22_32_FullTrack20_corrected,"FullTrack20, 22<p_{T}<32 GeV/c","l");
leg1->AddEntry(hPartPt_32_X_FullTrack30_corrected,"FullTrack30, 32<p_{T} GeV/c","l");
leg1->AddEntry(hSumPartPt,"Combined spectrum","pl");
leg1->SetFillStyle(0);
leg1->SetFillColor(0);
leg1->SetBorderSize(0);
leg1->Draw();
if(doSave) {
c1->SaveAs("Figs/PtSpectraCombination_StagedNormalization_EtaCM_M03_M08_NoOLDAlignmentRuns_CombpPbPbp_c1.gif");
c1->SaveAs("Figs/PtSpectraCombination_StagedNormalization_EtaCM_M03_M08_NoOLDAlignmentRuns_CombpPbPbp_c1.eps");
c1->SaveAs("Figs/PtSpectraCombination_StagedNormalization_EtaCM_M03_M08_NoOLDAlignmentRuns_CombpPbPbp_c1.C");
}
TCanvas *c2 = new TCanvas("c2","c2");
c2->cd();
TH1D *hSumPartPt_copy1 = (TH1D*)hSumPartPt->Clone("hSumPartPt_copy1");
hSumPartPt_copy1->Divide(hPartPt_minbias_corrected);
hSumPartPt_copy1->GetYaxis()->SetTitle("Combined spectrum / MB inclusive");
hSumPartPt_copy1->Draw();
TLatex *inf1 = new TLatex(0.33,0.17,"Combined spectrum: from track triggers");
inf1->SetNDC();
inf1->SetTextSize(0.035);
inf1->Draw();
TPad *c2_zoom = new TPad("c2_zoom","c2_zoom",0.56,0.56,0.94,0.93);
c2_zoom->SetFillStyle(0);
c2_zoom->SetLogx();
c2_zoom->Draw();
c2_zoom->cd();
TH1D *hSumPartPt_copy2 = (TH1D*)hSumPartPt_copy1->Clone("hSumPartPt_copy2");
hSumPartPt_copy2->GetXaxis()->CenterTitle();
hSumPartPt_copy2->GetYaxis()->CenterTitle();
hSumPartPt_copy2->GetXaxis()->SetTitle("p_{T} [GeV/c]");
hSumPartPt_copy2->GetYaxis()->SetTitle("Combined spectrum / MB inclusive ");
hSumPartPt_copy2->GetXaxis()->SetRangeUser(0.,18.);
hSumPartPt_copy2->SetMinimum(0.95);
hSumPartPt_copy2->SetMaximum(1.05);
hSumPartPt_copy2->Draw();
if(doSave) {
c2->SaveAs("Figs/PtSpectraCombination_StagedNormalization_EtaCM_M03_M08_NoOLDAlignmentRuns_CombpPbPbp_c2.gif");
c2->SaveAs("Figs/PtSpectraCombination_StagedNormalization_EtaCM_M03_M08_NoOLDAlignmentRuns_CombpPbPbp_c2.eps");
c2->SaveAs("Figs/PtSpectraCombination_StagedNormalization_EtaCM_M03_M08_NoOLDAlignmentRuns_CombpPbPbp_c2.C");
}
/*
TLegend *leg2 = new TLegend(0.80,0.75,0.95,0.95,NULL,"brNDC");
leg2->AddEntry(hPartPt_Jet40_copy1,"Jet40","pl");
leg2->AddEntry(hPartPt_Jet60_copy1,"Jet60","pl");
leg2->AddEntry(hPartPt_Jet80_copy1,"Jet80","pl");
leg2->AddEntry(hPartPt_Jet100_copy1,"Jet100","pl");
leg2->SetFillStyle(0);
leg2->SetFillColor(0);
leg2->SetBorderSize(0);
leg2->Draw();
*/
f_out->cd();
hSumPartPt->Write();
f_out->Close();
}
// -----------------------------------------------------------------------------
//
TCanvas* aDrawBkgdPlots( TString path,
TString canvas_name,
TString name,
TString dirmame,
int rebin,
bool norm,
bool log,
TDirectory* file )
{
// SetSomeStyles();
// Create legend
TLegend* legend = new TLegend( 0.75, 0.65, 0.92, 0.92, NULL, "brNDC" );
legend->SetFillColor(0);
legend->SetLineColor(0);
// Create canvas
TCanvas* aCanvas = getaCanvas( canvas_name, file, log );
// Create histograms
TH1D* qcd = readHist( path, name, "IC5Calo_QCD_Pythia_Merged.root", dirmame, rebin );
TH1D* tt_jets = readHist( path, name, "IC5Calo_TTbarJets.root", dirmame, rebin );
TH1D* w_jets = readHist( path, name, "IC5Calo_WJets.root", dirmame, rebin );
TH1D* z_inv = readHist( path, name, "IC5Calo_Zinv.root", dirmame, rebin );
TH1D* z_jets = readHist( path, name, "IC5Calo_ZJets.root", dirmame, rebin );
TH1D* lm0 = readHist( path, name, "IC5Calo_LM0.root", dirmame, rebin );
TH1D* lm1 = readHist( path, name, "IC5Calo_LM1.root", dirmame, rebin );
// Combine Z+jets and Z->inv
TH1D* z_all = z_inv->Clone();
z_all->Add(z_jets,1);
// TH1D* z_all = 0;
// if ( z_inv && z_jets ) {
// z_all = z_inv->Clone();
// z_all->Add(z_jets,1);
// } else if ( z_inv ) {
// z_all = z_inv->Clone();
// } else if ( z_jets ) {
// z_all = z_jets->Clone();
// }
// Select Z+jets and Z->inv separate or not
bool combine = true;
// Line colour and fill
if ( qcd ) qcd->SetLineColor(kGreen+2);
if ( qcd ) qcd->SetFillColor(kGreen+2);
if ( qcd ) qcd->SetFillStyle(3003);
if ( tt_jets ) tt_jets->SetLineColor(kBlue);
if ( tt_jets ) tt_jets->SetLineStyle(1);
if ( tt_jets ) tt_jets->SetLineWidth(1);
w_jets->SetLineColor(kBlue);
w_jets->SetLineStyle(3);
w_jets->SetLineWidth(1);
if ( combine ) {
z_all->SetLineColor(kBlack);
z_all->SetLineStyle(3);
z_all->SetLineWidth(1);
} else {
z_inv->SetLineColor(kBlack);
z_inv->SetLineStyle(1);
z_inv->SetLineWidth(1);
z_jets->SetLineColor(kBlack);
z_jets->SetLineStyle(3);
z_jets->SetLineWidth(1);
}
lm0->SetLineColor(kRed);
lm0->SetLineStyle(1);
lm0->SetLineWidth(2);
lm1->SetLineColor(kRed);
lm1->SetLineStyle(3);
lm1->SetLineWidth(2);
// Populate legend
legend->AddEntry( qcd, " QCD", "f" );
legend->AddEntry( lm0, " SUSY LM0", "L" );
legend->AddEntry( lm1, " SUSY LM1", "L" );
legend->AddEntry( tt_jets, " t#bar{t}+jets", "L" );
legend->AddEntry( w_jets, " W+jets", "L" );
if ( combine ) {
legend->AddEntry( z_all, " Z", "L" );
} else {
legend->AddEntry( z_jets, " Z+jets", "L" );
legend->AddEntry( z_inv, " Z#rightarrow#nu#nu", "L" );
}
// Calc maximum number of entries
double aMax = 0.;
if ( qcd->GetMaximum() > aMax ) { aMax = qcd->GetMaximum(); }
if ( lm0->GetMaximum() > aMax ) { aMax = lm0->GetMaximum(); }
if ( lm1->GetMaximum() > aMax ) { aMax = lm1->GetMaximum(); }
if ( tt_jets->GetMaximum() > aMax ) { aMax = tt_jets->GetMaximum(); }
if ( w_jets->GetMaximum() > aMax ) { aMax = w_jets->GetMaximum(); }
if ( combine ) {
if ( z_all->GetMaximum() > aMax ) { aMax = z_all->GetMaximum(); }
} else {
if ( z_inv->GetMaximum() > aMax ) { aMax = z_inv->GetMaximum(); }
if ( z_jets->GetMaximum() > aMax ) { aMax = z_jets->GetMaximum(); }
}
// Calc minimum number of entries
double aMin = 1.e12;
if ( qcd->GetMinimum(1.e-12) < aMin ) { aMin = qcd->GetMinimum(1.e-12); }
if ( lm0->GetMinimum(1.e-12) < aMin ) { aMin = lm0->GetMinimum(1.e-12); }
if ( lm1->GetMinimum(1.e-12) < aMin ) { aMin = lm1->GetMinimum(1.e-12); }
if ( tt_jets->GetMinimum(1.e-12) < aMin ) { aMin = tt_jets->GetMinimum(1.e-12); }
if ( w_jets->GetMinimum(1.e-12) < aMin ) { aMin = w_jets->GetMinimum(1.e-12); }
if ( combine ) {
if ( z_all->GetMinimum(1.e-12) < aMin ) { aMin = z_all->GetMinimum(1.e-12); }
} else {
if ( z_inv->GetMinimum(1.e-12) < aMin ) { aMin = z_inv->GetMinimum(1.e-12); }
if ( z_jets->GetMinimum(1.e-12) < aMin ) { aMin = z_jets->GetMinimum(1.e-12); }
}
if ( qcd ) qcd->GetYaxis()->SetTitleOffset(1.43);
if ( qcd ) qcd->GetYaxis()->SetTitleSize(0.06);
if ( qcd ) qcd->GetXaxis()->SetTitleSize(0.06);
if ( qcd ) qcd->GetXaxis()->SetTitleOffset(0.9);
if ( log ) {
if ( qcd ) qcd->SetMaximum( aMax * 10. );
if ( qcd ) qcd->SetMinimum( aMin * 0.1 );
} else {
if ( qcd ) qcd->SetMaximum( aMax * 1.1 );
if ( qcd ) qcd->SetMinimum( aMin * 0.9 );
}
if ( norm ) {
if ( qcd ) qcd->DrawNormalized("Ehist");
if ( lm0->GetEntries() > 0. ) { lm0->DrawNormalized("hsame"); }
if ( lm1->GetEntries() > 0. ) { lm1->DrawNormalized("hsame"); }
if ( tt_jets->GetEntries() > 0. ) { tt_jets->DrawNormalized("hsame"); }
if ( w_jets->GetEntries() > 0. ) { w_jets->DrawNormalized("hsame"); }
if ( combine ) {
if ( z_all->GetEntries() > 0. ) { z_all->DrawNormalized("hsame"); }
} else {
if ( z_inv->GetEntries() > 0. ) { z_inv->DrawNormalized("hsame"); }
if ( z_jets->GetEntries() > 0. ) { z_jets->DrawNormalized("hsame"); }
}
} else {
if ( qcd ) qcd->Draw("h");
lm0->Draw("sameH");
lm1->Draw("sameH");
if ( tt_jets ) tt_jets->Draw("sameh");
w_jets->Draw("sameH");
if ( combine ) {
z_all->Draw("sameH");
} else {
z_inv->Draw("sameH");
z_jets->Draw("sameH");
}
}
file->cd();
legend->Draw("same");
aCanvas->Write();
return aCanvas;
}
void diffXsect() {
//choice of systematic to look at
int choice = 0;
bool writeFile =true;
//MET will need choice of variable at the top
// TString Variable ="_MET";
// int Nbins = 6;
// TString bins[6] = {"_bin_0-25", "_bin_25-45", "_bin_45-70", "_bin_70-100", "_bin_100-150", "_bin_150-inf"};
// double width[6] = {25, 20, 25, 30, 50, 100};
// double xbins[7] = {1,25,45,70,100,150, 250};
// TString varBin = "Binned_MET_Analysis/patType1CorrectedPFMet";
// TString Xtitle = "MET [GeV]";
//HT
// TString Variable ="_HT";
// int Nbins = 8;
// TString bins[8] = {"_bin_0-50", "_bin_50-150", "_bin_150-250", "_bin_250-350", "_bin_350-450", "_bin_450-650", "_bin_650-1100", "_bin_1100-inf"};
// double width[8] = {50,100,100,100,100,200,450,400};
// double xbins[9] = {1,50,150,250,350,450,650,1100, 1500};
// TString varBin = "Binned_HT_Analysis/HT";
// TString Xtitle = "HT [GeV]";
//ST
TString Variable ="_ST";
int Nbins = 8;
TString bins[8] = {"_bin_0-150", "_bin_150-250", "_bin_250-350", "_bin_350-450", "_bin_450-550", "_bin_550-750", "_bin_750-1250", "_bin_1250-inf"};
double width[8] = {150,100,100,100,100,200,500,500};
double xbins[9] = {1,150,250,350,450,550,750,1250, 1750};
TString varBin = "Binned_ST_Analysis/ST_with_patType1CorrectedPFMet";
TString Xtitle = "ST [GeV]";
//MT
// TString Variable ="_MT";
// int Nbins = 5;
// TString bins[5] = {"_bin_0-40", "_bin_40-65", "_bin_65-85", "_bin_85-150", "_bin_150-inf"};
// double width[5] = {40,25,20,65,50};
// double xbins[6] = {1,40,65,85,150,200};
// TString varBin = "Binned_MT_Analysis/MT_with_patType1CorrectedPFMet";
// TString Xtitle = "M(W)_{T} [GeV]";
//int Nsys = 1;
int Nsys = 27;
//from fit
double NfitVal[Nbins][Nsys];
double NfitErr[Nbins][Nsys];
double NttbarVal[Nbins][Nsys];
double NttbarErr[Nbins][Nsys];
double sigmaVal[Nbins][Nsys];
double sigmaErr[Nbins][Nsys];
//before fit
double madgraphVals[Nbins][Nsys];
double mcatnloVals[Nbins][Nsys];
double powhegVals[Nbins][Nsys];
double ttbarPre[Nbins][Nsys];
double singletPre[Nbins][Nsys];
double wjetsPre[Nbins][Nsys];
double zjetsPre[Nbins][Nsys];
double qcdPre[Nbins][Nsys];
double BGscale[Nbins][Nsys];
double totXsect[Nsys];
//sample
//TString dir = "central";
//TString dir = "JES_up";
TString dirs[27] = {"central","JES_up","JES_down", "BJet_up", "BJet_down", "PU_up", "PU_down", "Scale_up_tt", "Scale_down_tt", "Scale_up", "Scale_down", "Match_up_tt", "Match_down_tt", "Match_up", "Match_down", "UnclusteredEnUp", "UnclusteredEnDown", "JetEnUp", "JetEnDown", "JetResUp", "JetResDown", "TauEnUp", "TauEnDown", "MuonEnUp", "MuonEnDown", "ElectronEnUp", "ElectronEnDown"};
//loop over systematics
for(int sys = 0; sys < Nsys; sys++) {
TString dir = dirs[sys];
totXsect[sys]= 0;
int rebinFact = 1;
//for ttbar total
TH1D* tt_tot = getSample("TTJet", lumi*225.197/6920475, rebinFact, "Muon", dir);
TH1D* mcnlo_tot = getSample("TTJet_MCNLO", lumi*225.197/6920475, rebinFact, "Muon", "central");
TH1D* powheg_tot = getSample("TTJet_POWHEG", lumi*225.197/6920475, rebinFact, "Muon", "central");
//loop over bins of distribution
for(int i = 0; i < Nbins; i++) {
TString bin = varBin;
if(dir == "UnclusteredEnUp" || dir == "UnclusteredEnDown" || dir == "JetEnUp" || dir == "JetEnDown" || dir == "JetResUp" || dir == "JetResDown" || dir == "TauEnUp" || dir == "TauEnDown" || dir == "MuonEnUp" || dir == "MuonEnDown" || dir == "ElectronEnUp" || dir == "ElectronEnDown")
bin += dir;
bin += bins[i];
bool inclZ = false;
bool inclW = false;
if(dir == "Scale_up" || dir == "Scale_down" || dir == "Match_up" || dir == "Match_down") {
inclZ = true;
inclW = true;
}
cout << bin << endl;
TH1D* tt = getSample("TTJet", lumi*225.197/6920475, rebinFact, bin, dir);
TH1D* tt_mcnlo = getSample("TTJet_MCNLO", lumi*225.197/6920475, rebinFact, bin, "central");
TH1D* tt_powheg = getSample("TTJet_POWHEG", lumi*225.197/6920475, rebinFact, bin, "central");
TH1D* top_t = getSample("T_t-channel", lumi*56.4/3757707, rebinFact, bin, dir);
TH1D* top_tw = getSample("T_tW-channel", lumi*11.1/497395, rebinFact, bin, dir);
TH1D* top_s = getSample("T_s-channel", lumi*3.79/249516, rebinFact, bin, dir);
TH1D* tbar_t = getSample("Tbar_t-channel", lumi*30.7/1934817, rebinFact, bin, dir);
TH1D* tbar_tw = getSample("Tbar_tW-channel", lumi*11.1/493239, rebinFact, bin, dir);
TH1D* tbar_s = getSample("Tbar_s-channel", lumi*1.76/139948, rebinFact, bin, dir);
TH1D* wjets;
//TH1D* w1jets = getSample("W1Jet", lumi*5400.0/23140779, rebinFact, bin, dir);
TH1D* w2jets = getSample("W2Jets", lumi*1750.0/34041404, rebinFact, bin, dir);
TH1D* w3jets = getSample("W3Jets", lumi*519.0/15536443, rebinFact, bin, dir);
TH1D* w4jets = getSample("W4Jets", lumi*214.0/13370904, rebinFact, bin, dir);
TH1D* zjets;
//TH1D* z1jets = getSample("DY1JetsToLL", lumi*561.0/24042904, rebinFact, bin, dir);
TH1D* z2jets = getSample("DY2JetsToLL", lumi*181.0/21835749, rebinFact, bin, dir);
TH1D* z3jets = getSample("DY3JetsToLL", lumi*51.1/11010628, rebinFact, bin, dir);
TH1D* z4jets = getSample("DY4JetsToLL", lumi*23.04/6391785, rebinFact, bin, dir);
TH1D* qcd_mc = getSample("QCD_Pt-15to20_MuEnrichedPt5", lumi*7.022e8 * 0.0039/1722678, rebinFact, bin, dir);
TH1D* qcd2 = getSample("QCD_Pt-20to30_MuEnrichedPt5", lumi*2.87e8 * 0.0065/8486893, rebinFact, bin, dir);
TH1D* qcd3 = getSample("QCD_Pt-30to50_MuEnrichedPt5", lumi*6.609e7 * 0.0122/8928999, rebinFact, bin, dir);
TH1D* qcd4 = getSample("QCD_Pt-50to80_MuEnrichedPt5", lumi*8082000.0 * 0.0218/7256011, rebinFact, bin, dir);
TH1D* qcd5 = getSample("QCD_Pt-80to120_MuEnrichedPt5", lumi*1024000.0 * 0.0395/9030624, rebinFact, bin, dir);
TH1D* qcd6 = getSample("QCD_Pt-120to170_MuEnrichedPt5", lumi*157800.0 * 0.0473/8500505, rebinFact, bin, dir);
TH1D* qcd7 = getSample("QCD_Pt-170to300_MuEnrichedPt5", lumi*34020.0 * 0.0676/7662483, rebinFact, bin, dir);
TH1D* qcd8 = getSample("QCD_Pt-300to470_MuEnrichedPt5", lumi*1757.0 * 0.0864/7797481, rebinFact, bin, dir);
TH1D* qcd9 = getSample("QCD_Pt-470to600_MuEnrichedPt5", lumi*115.2 * 0.1024/2995767, rebinFact, bin, dir);
TH1D* qcd10 = getSample("QCD_Pt-800to1000_MuEnrichedPt5",lumi*3.57 * 0.1033/4047142, rebinFact, bin, dir);
TH1D* qcd11 = getSample("QCD_Pt-1000_MuEnrichedPt5", lumi*0.774 * 0.1097/3807263, rebinFact, bin, dir);
qcd_mc->Add(qcd2);
qcd_mc->Add(qcd3);
qcd_mc->Add(qcd4);
qcd_mc->Add(qcd5);
qcd_mc->Add(qcd6);
qcd_mc->Add(qcd7);
qcd_mc->Add(qcd8);
qcd_mc->Add(qcd9);
qcd_mc->Add(qcd10);
qcd_mc->Add(qcd11);
if(inclZ == true) {
zjets = getSample("DYJetsToLL", lumi*5745.25/30457954, rebinFact, bin, dir);
} else {
zjets = getSample("DY1JetsToLL", lumi*561.0/24042904, rebinFact, bin, dir);
zjets->Add(z2jets);
zjets->Add(z3jets);
zjets->Add(z4jets);
}
if(inclW == true) {
wjets = getSample("WJetsToLNu", lumi*37509/57708550, rebinFact, bin, dir);
} else {
wjets = getSample("W1Jet", lumi*5400.0/23140779, rebinFact, bin, dir);
wjets->Add(w2jets);
wjets->Add(w3jets);
wjets->Add(w4jets);
}
//sum single top into one
TH1D* single_top = (TH1D*)top_t->Clone("single top");
single_top->Add(top_tw);
single_top->Add(top_s);
single_top->Add(tbar_t);
single_top->Add(tbar_tw);
single_top->Add(tbar_s);
NfitVal[i][sys] = etaFit(bin, "measured",dir);
NfitErr[i][sys] = etaFit(bin, "measuredErr",dir);
BGscale[i][sys] = etaFit(bin,"bgscale",dir);
NttbarVal[i][sys] = NfitVal[i][sys]-single_top->Integral();
NttbarErr[i][sys] = NfitErr[i][sys] ;
sigmaVal[i][sys] = ((NfitVal[i][sys]-single_top->Integral())/tt_tot->Integral())*225.197;
sigmaErr[i][sys] = (((NfitVal[i][sys]+NfitErr[i][sys]-single_top->Integral())/tt_tot->Integral())*225.197)-sigmaVal[i][sys];
//cout << "error: " << sigmaErr[i][sys] << endl;
madgraphVals[i][sys] = (tt->Integral()/tt_tot->Integral())*225.197;
mcatnloVals[i][sys] = (tt_mcnlo->Integral()/mcnlo_tot->Integral())*225.197;
powhegVals[i][sys] = (tt_powheg->Integral()/powheg_tot->Integral())*225.197;
ttbarPre[i][sys] = tt->Integral();
singletPre[i][sys] = single_top->Integral();
wjetsPre[i][sys] = wjets->Integral();
zjetsPre[i][sys] = zjets->Integral();
qcdPre[i][sys] = qcd_mc->Integral();
totXsect[sys] += sigmaVal[i][sys];
}
}
//will need to change MET for other variables
TFile resultsfile("outFiles/diffResults"+Variable+".root", "UPDATE", "comment");
for(int sys = 0; sys < Nsys; sys++) {
TString dir = dirs[sys];
resultsfile.mkdir(dir+"_dir");
resultsfile.cd(dir+"_dir");
//measured histo will have to put name of systematic in here to write into file
TH1D *muon_part = new TH1D(dir+"_signal_fit", "", Nbins, xbins); //muon
TH1D *ttbar_fit = new TH1D(dir+"_ttbar_fit", "", Nbins, xbins); //muon
TH1D *ttbar_prefit = new TH1D(dir+"_ttbar_prefit", "", Nbins, xbins); //muon
TH1D *singlet_prefit = new TH1D(dir+"_singlet_prefit", "", Nbins, xbins); //muon
TH1D *wjets_prefit = new TH1D(dir+"_wjets_prefit", "", Nbins, xbins); //muon
TH1D *zjets_prefit = new TH1D(dir+"_zjets_prefit", "", Nbins, xbins); //muon
TH1D *qcd_prefit = new TH1D(dir+"_qcd_prefit", "", Nbins, xbins); //muon
TH1D *wjets_fit = new TH1D(dir+"_wjets_fit", "", Nbins, xbins); //mu
TH1D *zjets_fit = new TH1D(dir+"_zjets_fit", "", Nbins, xbins); //mu
TH1D *qcd_fit = new TH1D(dir+"_qcd_fit", "", Nbins, xbins); //muon
// muon_part->SetDirectory(directory);
//loop over bins of distribution
for(int i = 0; i < Nbins; i++) {
muon_part->SetBinContent(i+1,NfitVal[i][sys]);
muon_part->SetBinError(i+1, NfitErr[i][sys]);
ttbar_fit->SetBinContent(i+1,NttbarVal[i][sys]);
ttbar_fit->SetBinError(i+1, NttbarErr[i][sys]);
ttbar_prefit->SetBinContent(i+1,ttbarPre[i][sys]);
singlet_prefit->SetBinContent(i+1,singletPre[i][sys]);
wjets_prefit->SetBinContent(i+1, wjetsPre[i][sys]);
zjets_prefit->SetBinContent(i+1, zjetsPre[i][sys]);
qcd_prefit->SetBinContent(i+1, qcdPre[i][sys]);
wjets_fit->SetBinContent(i+1, wjetsPre[i][sys]*BGscale[i][sys]);
zjets_fit->SetBinContent(i+1, zjetsPre[i][sys]*BGscale[i][sys]);
qcd_fit->SetBinContent(i+1, qcdPre[i][sys]*BGscale[i][sys]);
}
resultsfile.cd();
}
if(writeFile ==true)
resultsfile.Write();
resultsfile.Close();
cout << "N fit: " << endl;
for(int i = 0; i < Nbins; i++) {
cout << bins[i] << ": " << " = " << NfitVal[i][choice] << " +- " << NfitErr[i][choice] << endl;
}
cout << "partial xsects: " << endl;
for(int i = 0; i < Nbins; i++) {
cout << bins[i] << ": " << " = " << sigmaVal[i][choice] << " +- " << sigmaErr[i][choice] << endl;
//cout << bins[i] << ": " << " = " << madgraphVals[i] << endl;
}
cout << "normalised xsects: " << endl;
for(int i = 0; i < Nbins; i++) {
cout << bins[i] << ": " << " = " << sigmaVal[i][choice]/totXsect[choice] << endl;
}
cout << "normalised differential: " << endl;
for(int i = 0; i < Nbins; i++) {
cout << bins[i] << ": " << " = " << sigmaVal[i][choice]/(totXsect[choice]*width[i]) << endl;
}
cout << "cross section is: " << totXsect[choice] << endl;
//measured histo will have to put name of systematic in here to write into file
TH1D *muon_part = new TH1D("central", "", Nbins, xbins); //muon
//different generators
TH1D *madgraph = new TH1D("madgraph", "", Nbins, xbins);
TH1D *mcatnlo = new TH1D("mcatnlo", "", Nbins, xbins);
TH1D *powheg = new TH1D("powheg", "", Nbins, xbins);
madgraph->SetLineColor(kRed);
mcatnlo->SetLineColor(kBlue);
powheg->SetLineColor(kGreen+2);
for(int i = 0; i < Nbins; i++) {
muon_part->SetBinContent(i+1,sigmaVal[i][choice]);
muon_part->SetBinError(i+1, sigmaErr[i][choice]);
madgraph->SetBinContent(i+1,madgraphVals[i][choice]);
madgraph->SetBinError(i+1,0.0);
mcatnlo->SetBinContent(i+1,mcatnloVals[i][choice]);
mcatnlo->SetBinError(i+1,0.0);
powheg->SetBinContent(i+1,powhegVals[i][choice]);
powheg->SetBinError(i+1,0.0);
}
//do the plots
TCanvas *c= new TCanvas("c","c",10,10,800,600);
muon_part->SetMarkerStyle(20);
muon_part->Draw("E");
muon_part->SetMaximum(muon_part->GetBinContent(muon_part->GetMaximumBin())*1.5);
muon_part->SetMinimum(0.);
mcatnlo->Draw("same");
powheg->Draw("same");
madgraph->Draw("same");
TLegend *tleg;
tleg = new TLegend(0.6,0.75,0.85,0.9);
tleg->SetTextSize(0.03);
tleg->SetBorderSize(0);
tleg->SetFillColor(10);
tleg->AddEntry(muon_part , "data '12'" , "lep");
tleg->AddEntry(madgraph , "MadGraph" , "l");
tleg->AddEntry(mcatnlo , "MC@NLO" , "l");
tleg->AddEntry(powheg , "POWHEG" , "l");
tleg->Draw();
//titles
muon_part->GetYaxis()->SetTitle("#partial #sigma [pb]");
muon_part->GetYaxis()->SetTitleSize(0.05);
muon_part->GetXaxis()->SetTitle(Xtitle);
muon_part->GetXaxis()->SetTitleSize(0.05);
TText* textPrelim = doPrelim(0.16,0.96);
textPrelim->Draw();
c->SaveAs("plots/Measurments/partialXsect"+Variable+".pdf");
//normailise
for(int i = 0; i < Nbins; i++) {
muon_part->SetBinContent(i+1,sigmaVal[i][choice]/totXsect[choice]);
muon_part->SetBinError(i+1,sigmaErr[i][choice]/totXsect[choice]);
// muon_norm_diff->SetBinContent(i+1,sigmaVal[i]/(totXsect*width));
madgraph->SetBinContent(i+1,madgraphVals[i][choice]/225.197);
madgraph->SetBinError(i+1,0.0/225.197);
mcatnlo->SetBinContent(i+1,mcatnloVals[i][choice]/225.197);
mcatnlo->SetBinError(i+1,0.0/225.197);
powheg->SetBinContent(i+1,powhegVals[i][choice]/225.197);
powheg->SetBinError(i+1,0.0/225.197);
}
delete c;
TCanvas *c2= new TCanvas("c2","c2",10,10,800,600);
muon_part->SetMarkerStyle(20);
muon_part->Draw("E");
muon_part->SetMaximum(muon_part->GetBinContent(muon_part->GetMaximumBin())*1.5);
mcatnlo->Draw("same");
powheg->Draw("same");
madgraph->Draw("same");
tleg->Draw();
//titles
muon_part->GetYaxis()->SetTitle("#frac{1}{#sigma} #partial #sigma [pb GeV^{-1}]");
muon_part->GetYaxis()->SetTitleSize(0.05);
//muon_part->GetXaxis()->SetTitle(Xtitle);
//muon_part->GetXaxis()->SetTitleSize(0.05);
textPrelim->Draw();
c2->SaveAs("plots/Measurments/partialXsectNorm"+Variable+".pdf");
//normailise and differential
for(int i = 0; i < Nbins; i++) {
double width = muon_part->GetBinWidth(i+1);
muon_part->SetBinContent(i+1,sigmaVal[i][choice]/(totXsect[choice]*width));
muon_part->SetBinError(i+1,sigmaErr[i][choice]/(totXsect[choice]*width));
madgraph->SetBinContent(i+1,madgraphVals[i][choice]/(225.197*width));
madgraph->SetBinError(i+1,0.0/(225.197*width));
mcatnlo->SetBinContent(i+1,mcatnloVals[i][choice]/(225.197*width));
mcatnlo->SetBinError(i+1,0.0/(225.197*width));
powheg->SetBinContent(i+1,powhegVals[i][choice]/(225.197*width));
powheg->SetBinError(i+1,0.0/(225.197*width));
}
delete c2;
TCanvas *c3= new TCanvas("c3","c3",10,10,800,600);
muon_part->SetMarkerStyle(20);
muon_part->Draw("E");
muon_part->SetMaximum(muon_part->GetBinContent(muon_part->GetMaximumBin())*1.5);
mcatnlo->Draw("same");
powheg->Draw("same");
madgraph->Draw("same");
tleg->Draw();
//titles
muon_part->GetYaxis()->SetTitle("#frac{1}{#sigma} #frac{#partial #sigma}{#partial MET} [GeV^{-1}]");
muon_part->GetYaxis()->SetTitleSize(0.05);
//muon_part->GetXaxis()->SetTitle("MET [GeV]");
//muon_part->GetXaxis()->SetTitleSize(0.05);
textPrelim->Draw();
c3->SaveAs("plots/Measurments/partialXsectNormDiff"+Variable+".pdf");
delete c3;
}
GenVBosonPlot(TString name, int rebin,float min = -1,float max =0, bool log=false){
// TCanvas* aCan = new TCanvas(name,name,0.6,0.6,0.8,0.8);
TCanvas* aCan = new TCanvas(name);
aCan->Divide(2,1);
aCan->cd(1);
if(log) aCan->SetLogy();
// int rebin= 10;
TFile* W = new TFile("results5/IC5Calo_WJets_madgraph.root");
//W->ls();
TDirectory* Wdir = ( TDirectory*) W->Get("GenVBoson200");
Wdir->ls();
TH1D* Wh = (TH1D*) Wdir->Get(name);
Wh->Rebin(rebin);
Wh->SetLineWidth(2);
Wh->SetLineStyle(2);
// Wh->
if(min>-.2) Wh->GetXaxis()->SetRangeUser(min,max);
Wh->DrawNormalized();
//cout << Wh->GetMaximum() <<endl;
Wh->GetXaxis()->SetRangeUser(0.00001,1);
// Wh->SetMaximum( Wh->GetMaximum()*1.75);
TFile* Z = new TFile("results5/IC5Calo_Zinvisible_jets.root");
//Z->ls();
TDirectory* Zdir = ( TDirectory*) Z->Get("GenVBoson200");
// Zdir->ls();
TH1D* Zh = (TH1D*) Zdir->Get(name);
Zh->SetLineColor(kRed);
Zh->SetLineWidth(2);
Zh->SetLineStyle(2);
Zh->Rebin(rebin);
Zh->DrawNormalized("same");
TFile* Ph = new TFile("results5/photon.root");
Ph->ls();
TDirectory* Phdir = ( TDirectory*) Ph->Get("GenVBoson200");
// Phdir->ls();
TH1D* Phh = (TH1D*) Phdir->Get(name);
Phh->SetLineColor(kBlue);
Phh->SetLineWidth(2);
Phh->Rebin(rebin);
Phh->DrawNormalized("same");
TLegend* leg = new TLegend(0.5,0.5,0.7,0.7);
leg->AddEntry(Zh,"Z","l" );
leg->AddEntry(Wh,"W","l" );
leg->AddEntry(Phh,"#gamma","l" );
leg->Draw("same");
aCan->cd(1);
TH1D* DivPhh = Phh->Clone();
DivPhh->Divide(Zh);
TH1D* DivWh = Wh->Clone();
DivWh->Divide(Zh);
DivPhh->Draw();
DivWh->Draw("same");
}
