void IslandLoss()
{
/*****************************************************************/
// Prepare the canvas
gStyle->SetOptStat("");
TCanvas *canvas = (TCanvas *) gROOT->GetListOfCanvases()->At(0);
canvas->Clear();
/*****************************************************************/
TH2 *hExpected = (TH2 *)gDirectory->Get("hExpectedNumberOfIslands");
TH2 *hActual = (TH2 *)gDirectory->Get("hNumberOfIslands");
if (hExpected && hActual)
{
TVirtualPad *pad = canvas->cd(1);
hExpected->Add(hActual, -1);
hExpected->SetTitle("Difference between Expected Number of TPulseIslands and Actual Number of TPulseIslands");
hExpected->GetXaxis()->SetRange(9,9);
hExpected->GetYaxis()->SetRangeUser(0, 1200);
hExpected->Draw("COLZ");
}
}
void profileDistributions(TString dist)
{
gStyle->SetOptStat(0);
gStyle->SetOptTitle(0);
gStyle->SetPalette(1);
TFile *inF=TFile::Open("~/work/top_539/plotter.root");
TFile *inSystF=TFile::Open("~/work/top_539/plotter_syst.root");
bool isPhi(dist.Contains("phi"));
TString profs[]={dist,
dist+"toward",
dist+"transverse",
dist+"away"};
const size_t nprofs= isPhi ? 1 : sizeof(profs)/sizeof(TString);
Int_t colors[]={1,kBlue,kRed,kGreen-3};
TString cats[]={"inclusive","away","transverse","toward"};
/*
TFile *inNomF=inF;
TString nomTTbar="t#bar{t}";
TString nomTTbarTitle="MG+PY";
//TString systList[]={"t#bar{t}systmcatnlo"};
//TString systLabels[]={"MC@NLO+HW"};
//TString systList[]={"t#bar{t}systq2down","t#bar{t}systq2up"};
//TString systLabels[]={"-Q^{2}","+Q^{2}"};
//TString systList[]={"t#bar{t}systmepsdown","t#bar{t}systmepsup"};
// TString systLabels[]={"-ME-PS","+ME-PS"};
*/
TFile *inNomF=inSystF;
TString nomTTbar="t#bar{t}systtunep11";
TString nomTTbarTitle="P11";
TString systList[]={"t#bar{t}systtunep11nocr","t#bar{t}systtunep11tev"};
TString systLabels[]={"P11-noCR","P11TeV"};
Int_t systColors[]={1,kAzure,kRed-6,kGreen+3};
const size_t nSysts=sizeof(systList)/sizeof(TString);
TString ch[]={"emu"};
const size_t nch=sizeof(ch)/sizeof(TString);
for(size_t ich=0; ich<nch; ich++)
{
TCanvas *c=new TCanvas("c"+ch[ich]+dist,"c"+ch[ich]+dist,800,800); c->SetTopMargin(0); c->SetBottomMargin(0);
c->Divide(1,nprofs);
TCanvas *cratios=new TCanvas("cratios"+ch[ich]+dist,"cratios"+ch[ich]+dist,800,800); cratios->SetTopMargin(0); cratios->SetBottomMargin(0);
cratios->Divide(1,nprofs);
TCanvas *cproj=new TCanvas("cproj"+ch[ich]+dist,"cproj"+ch[ich]+dist,600,600);
TLegend *dataprojLeg=new TLegend(0.5,0.9,0.6,0.7,"Data","brNDC");
TLegend *mcprojLeg=new TLegend(0.7,0.9,0.92,0.7,"MC","brNDC");
for(size_t i=0; i<nprofs; i++)
{
TH2 *bckgMC = (TH2 *) inF->Get("Z#rightarrow ll/"+ch[ich]+"_"+profs[i]);
bckgMC->Add( (TH2 *) inF->Get("VV/"+ch[ich]+"_"+profs[i]) );
bckgMC->Add( (TH2 *) inF->Get("Single top/"+ch[ich]+"_"+profs[i]) );
bckgMC->Add( (TH2 *) inF->Get("W+jets-multijets/"+ch[ich]+"_"+profs[i]) );
//build the total MC with signal alternatives
TH2 *MC = (TH2 *) inNomF->Get(nomTTbar+"/"+ch[ich]+"_"+profs[i]) ;
Double_t totalTTbar(MC->Integral());
MC->Add(bckgMC);
MC->SetDirectory(0);
MC->Sumw2();
std::vector<TH2 *> systMC;
for(size_t isyst=0; isyst<nSysts; isyst++)
{
TH2F *h=(TH2F *)inSystF->Get(systList[isyst]+"/"+ch[ich]+"_"+profs[i]) ;
h->Scale(totalTTbar/h->Integral());
h->Add(bckgMC);
h->Sumw2();
h->SetDirectory(0);
systMC.push_back(h);
}
//get the data
TH2 *Data = (TH2 *) inF->Get("data/"+ch[ich]+"_"+profs[i]);
Data->SetDirectory(0);
Data->Sumw2();
TGraphErrors *MCProf = new TGraphErrors(MC->ProfileX()); MCProf->SetMarkerStyle(24); MCProf->SetFillStyle(0); MCProf->SetName(ch[ich]+profs[i]+"mc");
TGraphErrors *DataProf = new TGraphErrors(Data->ProfileX()); DataProf->SetMarkerStyle(20); DataProf->SetFillStyle(0); DataProf->SetName(ch[ich]+profs[i]+"data");
//build data/MC scale factors
std::vector<TGraphErrors *> data2mcProfs;
for(size_t isyst=0; isyst<=systMC.size(); isyst++)
{
TGraphErrors *prof= (isyst==0 ? MCProf : new TGraphErrors(systMC[isyst-1]->ProfileX()));
TString baseName(ch[ich]+profs[i]);
if(isyst) baseName += systList[isyst];
prof = (TGraphErrors *) prof->Clone(baseName+"data2mc");
for(int ip=0; ip<DataProf->GetN(); ip++)
{
Double_t x,y,ydata,y_err,ydata_err;
prof->GetPoint(ip,x,y); y_err=prof->GetErrorY(ip);
DataProf->GetPoint(ip,x,ydata); ydata_err=DataProf->GetErrorY(ip);
if(y<=0) continue;
prof->SetPoint(ip,x,ydata/y);
prof->SetPointError(ip,0,sqrt(pow(ydata*y_err,2)+pow(ydata_err*y,2))/pow(y,2));
}
prof->SetFillColor(systColors[isyst]);
prof->SetFillStyle(3001+isyst%2);
prof->SetTitle( isyst==0 ? nomTTbarTitle : systLabels[isyst-1] );
//prof->SetMarkerStyle(24); prof->SetFillStyle(3001); prof->SetMarkerColor(1+isyst); prof->SetMarkerColor(1+isyst); prof->SetLineColor(1+isyst);
data2mcProfs.push_back(prof);
}
TH1D *MCProjY=MC->ProjectionY();
MCProjY->Scale(1./MCProjY->Integral());
TGraphErrors *MCProj = new TGraphErrors(MCProjY); MCProj->SetMarkerStyle(24); MCProj->SetFillStyle(0); MCProj->SetName(ch[ich]+profs[i]+"projmc");
TH1D *DataProjY=Data->ProjectionY();
DataProjY->Scale(1./DataProjY->Integral());
TGraphErrors *DataProj = new TGraphErrors(DataProjY); DataProj->SetMarkerStyle(20); DataProj->SetFillStyle(0); DataProj->SetName(ch[ich]+profs[i]+"projdata");
MCProj->SetLineColor(colors[i]); MCProj->SetMarkerColor(colors[i]); MCProj->SetFillColor(colors[i]); MCProj->SetFillStyle(1001);
DataProj->SetLineColor(colors[i]); DataProj->SetMarkerColor(colors[i]); DataProj->SetFillColor(colors[i]);
TPad *p=(TPad *)cproj->cd();
p->SetLeftMargin(0.15);
p->SetRightMargin(0.02);
p->SetTopMargin(0.05);
p->SetLogy();
MCProj->SetFillStyle(0);
MCProj->Draw(i==0 ? "al3" : "l3");
MCProj->GetYaxis()->SetRangeUser(1e-5,1.0);
MCProj->GetXaxis()->SetTitle( MC->GetYaxis()->GetTitle() );
MCProj->GetYaxis()->SetTitle( "1/N dN/dx" );
MCProj->GetYaxis()->SetTitleOffset(1.8);
DataProj->Draw("p");
std::pair<float,int> chi2=computeChiSquareFor(DataProj,MCProj);
char buf[200];
sprintf(buf,"#scale[0.7]{#chi^{2}/ndof=%3.1f}", chi2.first/chi2.second );
dataprojLeg->AddEntry(DataProj,buf,"p");
mcprojLeg->AddEntry(MCProj,cats[i],"l");
if(i==0) drawCMSHeader(ch[ich]);
p=(TPad *)c->cd(i+1);
if(i<nprofs-1) p->SetBottomMargin(0.01);
if(i>0) p->SetTopMargin(0);
if(i==0)p->SetTopMargin(0.1);
if(i==nprofs-1) p->SetBottomMargin(0.15);
TGraphErrors *frame=DataProf;
frame->Draw("ap");
//frame->GetYaxis()->SetRangeUser(0.54,1.46);
frame->GetXaxis()->SetTitle(MC->GetXaxis()->GetTitle());
//frame->GetXaxis()->SetRangeUser(0,4.75);
TString yTit("<"); yTit+=MC->GetYaxis()->GetTitle(); yTit +=">";
frame->GetYaxis()->SetTitle(yTit);
frame->GetYaxis()->SetLabelSize(0.07);
frame->GetYaxis()->SetTitleSize(0.09);
frame->GetYaxis()->SetTitleOffset(0.5);
frame->GetXaxis()->SetLabelSize(0.07);
frame->GetXaxis()->SetTitleSize(0.09);
frame->GetXaxis()->SetTitleOffset(0.7);
//p->SetGridy();
//DataProf->Draw("p");
MCProf->Draw("p");
if(i==0)
{
drawCMSHeader(ch[ich],0.08);
TLegend *leg=new TLegend(0.6,0.95,1.0,0.99);
leg->SetBorderSize(0);
leg->SetFillStyle(0);
leg->SetTextFont(42);
leg->SetTextSize(0.09);
leg->AddEntry(DataProf,"data","p");
leg->AddEntry(MCProf,"simulation","p");
leg->SetNColumns(2);
leg->Draw();
}
TPaveText *pt=new TPaveText(0.15,0.5,0.8,0.85,"brNDC");
pt->SetBorderSize(0);
pt->SetFillStyle(0);
pt->SetTextAlign(13);
pt->SetTextFont(42);
pt->SetTextColor(kBlue);
pt->SetTextSize(0.08);
pt->AddText("[ "+cats[i]+" ]");
if(i==0)
{
pt->AddText("p_{T}>0.5 GeV");
pt->AddText("|#eta|<2.1");
}
pt->Draw();
p=(TPad *) cratios->cd(i+1);
if(i<nprofs-1) p->SetBottomMargin(0.01);
if(i>0) p->SetTopMargin(0);
if(i==0)p->SetTopMargin(0.1);
if(i==nprofs-1) p->SetBottomMargin(0.15);
frame=data2mcProfs[0];
frame->Draw("a3");
TLine *l=new TLine(frame->GetXaxis()->GetXmin(),1,frame->GetXaxis()->GetXmax(),1);
l->Draw();
frame->GetYaxis()->SetRangeUser(0.54,1.46);
frame->GetXaxis()->SetTitle(MC->GetXaxis()->GetTitle());
frame->GetYaxis()->SetTitle("Data/Simulation");
frame->GetYaxis()->SetLabelSize(0.07);
frame->GetYaxis()->SetTitleSize(0.09);
frame->GetYaxis()->SetTitleOffset(0.5);
frame->GetXaxis()->SetLabelSize(0.07);
frame->GetXaxis()->SetTitleSize(0.09);
frame->GetXaxis()->SetTitleOffset(0.7);
//p->SetGridy();
for(size_t ip=1; ip<data2mcProfs.size(); ip++) data2mcProfs[ip]->Draw("3");
if(i==0)
{
drawCMSHeader(ch[ich],0.08);
TLegend *leg=new TLegend(0.6,0.94,1.0,0.98);
leg->SetBorderSize(0);
leg->SetFillStyle(0);
leg->SetTextFont(42);
leg->SetTextSize(0.09);
leg->SetNColumns(data2mcProfs.size());
for(size_t ip=0; ip<data2mcProfs.size(); ip++)
leg->AddEntry(data2mcProfs[ip],data2mcProfs[ip]->GetTitle(),"f");
leg->Draw();
}
pt=new TPaveText(0.12,0.65,0.8,0.9,"brNDC");
pt->SetBorderSize(0);
pt->SetFillStyle(0);
pt->SetTextAlign(13);
pt->SetTextFont(42);
pt->SetTextColor(kBlue);
pt->SetTextSize(0.08);
pt->AddText("[ "+cats[i]+" ]");
if(i==0)
{
pt->AddText("p_{T}>0.5 GeV");
pt->AddText("|#eta|<2.1");
}
pt->Draw();
}
cproj->cd();
dataprojLeg->SetFillStyle(0);
dataprojLeg->SetBorderSize(0);
dataprojLeg->SetTextFont(42);
dataprojLeg->SetTextSize(0.03);
dataprojLeg->Draw();
mcprojLeg->SetFillStyle(0);
mcprojLeg->SetBorderSize(0);
mcprojLeg->SetTextFont(42);
mcprojLeg->SetTextSize(0.03);
mcprojLeg->Draw();
TString pf(".png");
c->SaveAs(outDir+c->GetName()+pf);
cproj->SaveAs(outDir+cproj->GetName()+pf);
cratios->SaveAs(outDir+cratios->GetName()+pf);
}
inF->Close();
inSystF->Close();
}